Release v0.2.46

feat: add You.com tools (migrated from praisonaiagents core)

.env.example

@@ -0,0 +1,12 @@
+# PraisonAI-Tools environment variables (examples)
+#
+# Copy to `.env` and fill in the values for the tools you use.
+# Never commit real secrets.
+
+# ── Stripe (StripeTool) ─────────────────────────────────────────────
+# Stripe secret key. Prefer least-privilege *restricted* keys (rk_...).
+# Use test keys (sk_test_/rk_test_) for development and live keys
+# (sk_live_/rk_live_) only in production. STRIPE_API_KEY is accepted as a
+# fallback if STRIPE_SECRET_KEY is unset.
+STRIPE_SECRET_KEY=sk_test_your_key_here
+# STRIPE_API_KEY=sk_test_your_key_here

.github/automation.meta.json

@@ -0,0 +1,9 @@
+{
+  "templateRepo": "MervinPraison/github-automation-template",
+  "stack": "claude",
+  "profile": "tools",
+  "mode": "hub",
+  "hubRef": "v1.1.15",
+  "templateVersion": "1.1.6",
+  "installedAt": "2026-09-07T12:54:25Z"
+}

.github/prompts/final-review.md

@@ -0,0 +1,4 @@
+# Final architecture review prompt (referenced by merge-gate.js via gate-config fields).
+# Most FINAL review text is assembled dynamically from gate-config.js at runtime.
+
+See `finalClaudeScope`, `finalClaudeProductValue` in `.github/scripts/gate-config.js`.

.github/scripts/bot-pr-review-chain-selftest.js

@@ -0,0 +1,34 @@
+#!/usr/bin/env node
+const chain = require('./bot-pr-review-chain.js');
+
+let failed = 0;
+function assert(name, cond) {
+  if (!cond) {
+    console.error('FAIL:', name);
+    failed++;
+  } else {
+    console.log('ok:', name);
+  }
+}
+
+assert('chainKickPosted requires both markers', chain.chainKickPosted([
+  { user: { login: 'MervinPraison' }, body: '@coderabbitai review' },
+  { user: { login: 'MervinPraison' }, body: '/review' },
+]));
+assert('chainKickPosted false with only coderabbit', !chain.chainKickPosted([
+  { user: { login: 'MervinPraison' }, body: '@coderabbitai review' },
+]));
+assert('coderabbitKickPosted detects coderabbit', chain.coderabbitKickPosted([
+  { user: { login: 'MervinPraison' }, body: '@coderabbitai review' },
+]));
+assert('qodoKickPosted detects qodo', chain.qodoKickPosted([
+  { user: { login: 'github-actions[bot]' }, body: '/review' },
+]));
+assert('ignores coderabbit bot comment', !chain.coderabbitKickPosted([
+  { user: { login: 'coderabbitai[bot]' }, body: '@coderabbitai review' },
+]));
+assert('bot PR author match', chain.isBotOpenedPr({ user: { login: 'praisonai-triage-agent[bot]' } }));
+assert('generic bot type match', chain.isBotOpenedPr({ user: { login: 'my-bot', type: 'Bot' } }));
+assert('human author excluded', !chain.isBotOpenedPr({ user: { login: 'MervinPraison', type: 'User' } }));
+
+process.exit(failed ? 1 : 0);

.github/scripts/gate-config.js

@@ -4,6 +4,7 @@
 
 module.exports = {
   repoFullName: 'MervinPraison/PraisonAI-Tools',
+  triggerLogins: ['MervinPraison', 'github-actions[bot]'],
   productPathPrefixes: ['praisonai_tools/', 'tests/'],
   // Workflows stay gated; pyproject.toml is normal for optional tool deps.
   sensitivePathPatterns: [

.github/scripts/load-gate-config.js

@@ -0,0 +1,15 @@
+/**
+ * Load per-repo gate configuration (installed as .github/scripts/gate-config.js).
+ */
+function loadGateConfig() {
+  try {
+    return require('./gate-config.js');
+  } catch (err) {
+    if (err.code !== 'MODULE_NOT_FOUND') throw err;
+    throw new Error(
+      'Missing .github/scripts/gate-config.js — run install.sh from github-automation-template'
+    );
+  }
+}
+
+module.exports = { loadGateConfig };

.github/scripts/merge-gate-selftest.js

@@ -41,6 +41,39 @@ const withClaudeReply = [
 assert('not stale when Claude replied after FINAL', !mg.isStaleFinalAfterPush(withClaudeReply, '2026-06-12T09:00:00Z'));
 assert('claude final reply detected', mg.isClaudeFinalReplyComment(withClaudeReply[1]));
 
+const mervinReply = {
+  user: { login: 'MervinPraison' },
+  body: "**Claude finished @MervinPraison's task** —— [View job](https://github.com/)",
+  created_at: '2026-06-12T08:30:00Z',
+};
+assert('mervin claude final reply detected', mg.isClaudeFinalReplyComment(mervinReply));
+assert(
+  'not stale when MervinPraison posted Claude finished',
+  !mg.isStaleFinalAfterPush([...finals, mervinReply], '2026-06-12T09:00:00Z')
+);
+
+const conflictRebaseComments = [
+  {
+    user: { login: 'MervinPraison' },
+    body: '@claude You are the FINAL architecture reviewer.',
+    created_at: '2026-06-12T08:00:00Z',
+  },
+  {
+    user: { login: 'MervinPraison' },
+    body: '@claude this PR has merge conflicts with `main`.',
+    created_at: '2026-06-12T08:10:00Z',
+  },
+  {
+    user: { login: 'MervinPraison' },
+    body: 'Rebase onto main complete. Force-pushed to branch.',
+    created_at: '2026-06-12T08:20:00Z',
+  },
+];
+assert(
+  'allow stale-FINAL recovery after conflict rebase push',
+  !mg.shouldSkipStaleFinalRecovery(conflictRebaseComments, '2026-06-12T08:25:00Z').skip
+);
+
 assert('cancelled detect-and-trigger does not block', mg.OPTIONAL_CANCELLED_CHECKS.has('detect-and-trigger'));
 
 // Stale-FINAL recovery guards (PR #2560 push loop)

.github/scripts/merge-gate.js

@@ -67,7 +67,11 @@ function isClaudeTriggerNoise(c) {
 
 function isClaudeFinalReplyComment(c) {
   const login = (c.user?.login || '').toLowerCase();
-  if (!login.includes('praisonai-triage')) return false;
+  const fromAutomation =
+    login.includes('praisonai-triage') ||
+    login.includes('github-actions') ||
+    AUTO_ACTORS.some((a) => a.toLowerCase() === login);
+  if (!fromAutomation) return false;
   return (c.body || '').includes('Claude finished');
 }
 
@@ -98,10 +102,38 @@ function isConflictRebaseCompletionComment(c) {
   return (
     body.includes('rebase complete') ||
     body.includes('rebase onto') ||
+    body.includes('force-pushed') ||
     (body.includes('conflict') && body.includes('resolved'))
   );
 }
 
+/** HEAD landed after conflict rebase but no FINAL @claude since that push. */
+function needsFinalReReviewAfterConflictRebase(comments, headPushedAt) {
+  if (!headPushedAt) return false;
+  const headTime = new Date(headPushedAt).getTime();
+  const conflictTriggers = comments.filter(isConflictRebaseTriggerComment);
+  if (conflictTriggers.length === 0) return false;
+
+  const latestConflict = conflictTriggers.reduce((a, b) =>
+    new Date(a.created_at) > new Date(b.created_at) ? a : b
+  );
+  const conflictTime = new Date(latestConflict.created_at).getTime();
+  if (headTime <= conflictTime) return false;
+
+  const rebaseDone = comments.some(
+    (c) =>
+      new Date(c.created_at).getTime() > conflictTime && isConflictRebaseCompletionComment(c)
+  );
+  if (!rebaseDone) return false;
+
+  const finalsAfterHead = comments.filter(
+    (c) =>
+      isFinalClaudeTriggerComment(c) &&
+      new Date(c.created_at).getTime() >= headTime - 60000
+  );
+  return finalsAfterHead.length === 0;
+}
+
 function conflictRebaseQuiescent(comments, headPushedAt) {
   const conflictTriggers = comments.filter(isConflictRebaseTriggerComment);
   if (conflictTriggers.length === 0) return true;
@@ -260,6 +292,9 @@ function shouldSkipStaleFinalRecovery(comments, headPushedAt, headPusherLogin =
   if (headPusherLogin && isClaudeAutomationLogin(headPusherLogin)) {
     return { skip: true, reason: 'head pushed by Claude automation' };
   }
+  if (needsFinalReReviewAfterConflictRebase(comments, headPushedAt)) {
+    return { skip: false, reason: '' };
+  }
   if (isPushSoonAfterLatestFinal(comments, headPushedAt)) {
     return {
       skip: true,
@@ -867,6 +902,7 @@ module.exports = {
   hasRecentConflictComment,
   isConflictRebaseTriggerComment,
   isConflictRebaseCompletionComment,
+  needsFinalReReviewAfterConflictRebase,
   conflictRebaseQuiescent,
   hasHumanChangesRequested,
   hasAnyChangesRequested,

.github/scripts/pr-review-chain-selftest.js

@@ -0,0 +1,111 @@
+#!/usr/bin/env node
+const chain = require('./pr-review-chain.js');
+
+let failed = 0;
+function assert(name, cond) {
+  if (!cond) {
+    console.error('FAIL:', name);
+    failed++;
+  } else {
+    console.log('ok:', name);
+  }
+}
+
+const coderabbit = {
+  user: { login: 'coderabbitai[bot]' },
+  body: '<!-- summarize by coderabbit.ai --> summary',
+  created_at: '2026-07-02T07:16:00Z',
+};
+const greptile = {
+  user: { login: 'greptile-apps[bot]' },
+  body: '<h3>Greptile Summary</h3><p>Looks good</p>',
+  created_at: '2026-07-02T07:19:00Z',
+};
+const copilotKick = {
+  user: { login: 'MervinPraison' },
+  body: '@copilot Do a thorough review',
+  created_at: '2026-07-02T07:20:00Z',
+};
+const copilotReply = {
+  user: { login: 'copilot-swe-agent' },
+  body: 'Copilot review here',
+  created_at: '2026-07-02T07:22:00Z',
+};
+
+assert('prior not ready without greptile', !chain.priorReviewersReady([coderabbit]).ready);
+assert('prior ready with coderabbit + greptile', chain.priorReviewersReady([coderabbit, greptile]).ready);
+assert('copilot not ready before trigger', !chain.copilotReviewReady([coderabbit, greptile]).ready);
+assert(
+  'copilot ready after reply',
+  chain.copilotReviewReady([coderabbit, greptile, copilotKick, copilotReply]).ready
+);
+assert(
+  'claude not ready before copilot',
+  !chain.claudeFinalReady([coderabbit, greptile]).ready
+);
+assert(
+  'claude ready after full chain',
+  chain.claudeFinalReady([coderabbit, greptile, copilotKick, copilotReply]).ready
+);
+assert(
+  'claude timeout fallback when copilot triggered but silent',
+  chain.claudeFinalReady([coderabbit, greptile, copilotKick], [], { allowCopilotTimeout: true }).ready
+);
+assert(
+  'no timeout fallback without copilot trigger',
+  !chain.claudeFinalReady([coderabbit, greptile], [], { allowCopilotTimeout: true }).ready
+);
+assert(
+  'skipCopilot proceeds after prior reviewers',
+  chain.claudeFinalReady([coderabbit, greptile], [], { skipCopilot: true }).ready
+);
+const prev = process.env.REVIEW_CHAIN_SKIP_COPILOT;
+process.env.REVIEW_CHAIN_SKIP_COPILOT = '1';
+assert(
+  'REVIEW_CHAIN_SKIP_COPILOT env skips copilot',
+  chain.claudeFinalReady([coderabbit, greptile], [], {}).ready
+);
+process.env.REVIEW_CHAIN_SKIP_COPILOT = prev;
+
+const geminiReview = {
+  user: { login: 'gemini-code-assist[bot]' },
+  body: '## Code Review\n\nThis pull request decomposes the large main.py file',
+  submitted_at: '2026-07-03T08:08:00Z',
+};
+assert(
+  'gemini pull review counts as prior reviewer',
+  chain.hasGeminiReview([], [geminiReview])
+);
+assert(
+  'prior ready with gemini review only (no gemini comment)',
+  chain.priorReviewersReady([coderabbit, greptile], [geminiReview], { optionalWaitMs: 0 }).ready
+);
+
+const oldPr = new Date(Date.now() - 31 * 60 * 1000).toISOString();
+assert(
+  'prior not ready without coderabbit before timeout',
+  !chain.priorReviewersReady([greptile], [], { prCreatedAt: new Date().toISOString(), requiredWaitMs: 30 * 60 * 1000 }).ready
+);
+assert(
+  'prior timeout when coderabbit silent after 30m',
+  chain.priorReviewersReady([greptile], [], { prCreatedAt: oldPr, requiredWaitMs: 30 * 60 * 1000 }).ready
+);
+assert(
+  'claude FINAL timeout when required reviewer silent and no prior FINAL',
+  chain.claudeFinalReady([greptile], [], { prCreatedAt: oldPr, requiredWaitMs: 30 * 60 * 1000 }).ready
+);
+assert(
+  'claude FINAL timeout auto-skips copilot without explicit skipCopilot',
+  chain.claudeFinalReady([greptile], [], { prCreatedAt: oldPr, requiredWaitMs: 30 * 60 * 1000 }).copilotSkipped
+);
+const finalClaude = {
+  user: { login: 'github-actions[bot]' },
+  body: '@claude You are the FINAL architecture reviewer for this PR.',
+  created_at: '2026-07-02T07:25:00Z',
+};
+assert(
+  'claude FINAL not re-posted when already triggered',
+  !chain.claudeFinalReady([greptile, finalClaude], [], { prCreatedAt: oldPr, requiredWaitMs: 0 }).ready
+);
+
+process.exit(failed ? 1 : 0);

.github/workflows/auto-issue-comment.yml

@@ -1,37 +0,0 @@
-name: Auto Issue Comment
-
-on:
-  issues:
-    types: [opened]
-
-jobs:
-  trigger-claude:
-    # Skip if issue already has 'claude' label to avoid double-trigger
-    if: |
-      !contains(toJSON(github.event.issue.labels), 'claude')
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-    steps:
-      - name: Add claude label to trigger analysis
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.GH_TOKEN }}
-          script: |
-            const labels = context.payload.issue.labels.map(l => l.name);
-            if (labels.includes('claude')) {
-              console.log('Issue already has claude label, skipping');
-              return;
-            }
-            await github.rest.issues.addLabels({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              labels: ['claude']
-            });
-            await github.rest.issues.createComment({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@claude Read this issue (title + body) and all existing comments. Implement or fix in `praisonai_tools/` with minimal changes; follow README and existing tool patterns (lazy optional deps, clear errors). Open a PR when you have commits.\n\n🤖 Auto-triage: label `claude` was added for filtering.'
-            });

.github/workflows/auto-pr-comment.yml

@@ -1,14 +1,5 @@
 name: Auto PR Comment
 
-# Review chain: CodeRabbit/Qodo/Gemini review first → Copilot → Claude (final)
-# For human PRs: CodeRabbit/Qodo auto-review → this workflow triggers Copilot → then Claude
-# For bot PRs: CodeRabbit/Qodo skip bots, so we trigger them explicitly first
-#
-# IMPORTANT: @copilot ignores bot comments. All @copilot mentions must use
-# PAT_TOKEN so the comment posts as MervinPraison (a real user).
-#
-# Claude trigger runs IN-BAND (same workflow) to avoid GitHub Actions
-# blocking bot-triggered workflows with action_required approval gates.
 on:
   issue_comment:
     types: [created]
@@ -17,793 +8,26 @@ on:
   pull_request:
     types: [opened, synchronize]
   pull_request_target:
-    types: [synchronize]
+    types: [opened, synchronize]
   schedule:
-    - cron: '30 3,9,15,21 * * *'
+    - cron: '30 * * * *'
   workflow_dispatch:
-    inputs:
-      pr_number:
-        description: 'PR number for manual FINAL (leave empty to sweep all open PRs)'
-        required: false
-        type: number
+
+env:
+  REVIEW_CHAIN_SKIP_COPILOT: '1'
 
 permissions:
-  contents: read
   issues: write
   pull-requests: write
 
-env:
-  MAX_POLL_ATTEMPTS: 20
-  POLL_DELAY_MS: 30000
-  CLAUDE_TRIGGER_LOGINS: '["MervinPraison","github-actions[bot]"]'
-  # GH_TOKEN (user PAT) posts as MervinPraison for @copilot; fallback to github.token for @claude
-  GH_TOKEN: ${{ secrets.GH_TOKEN || github.token }}
-  CLAUDE_UI_SCOPE: 'SCOPE: Focus ONLY on PraisonAI-Tools (praisonai_tools/, tests). Do not expand into praisonaiagents or the monorepo unless the issue explicitly requires it.'
-  CLAUDE_FINAL_PHASES_COMPACT: "**Phase 1: Review per AGENTS.md** (lazy imports, backward compat, import-time <200ms; SDK/product value gate — genuine agent-tool value, correct tool vs SDK vs Plugins layering, no scope creep)\n**Phase 2: FIX valid issues** found by prior reviewers — push to THIS branch\n**Phase 3: Final verdict** — approve PR if ready, else request changes"
-  CLAUDE_FINAL_PHASES_DETAILED: "**Phase 1: Review per AGENTS.md**\n1. Protocol-driven: check heavy implementations vs core SDK\n2. Backward compatible: ensure zero feature regressions\n3. Performance: no hot-path regressions (lazy imports, import-time <200ms)\n4. SDK/product value: review whether the change genuinely adds value — correct tool layering (agent-callable integrations here; lifecycle plugins in PraisonAI-Plugins; core SDK in praisonaiagents). Reject scope creep; request changes or recommend closing if value is unclear\n\n**Phase 2: FIX Valid Issues**\n5. For any VALID bugs or architectural flaws found by Gemini, CodeRabbit, Qodo, Copilot, or any other reviewer: implement the fix\n6. Push all code fixes directly to THIS branch (do NOT create a new PR)\n7. Comment a summary of exact files modified and what you skipped\n\n**Phase 3: Final Verdict**\n8. If all issues are resolved, approve the PR / close the Issue\n9. If blocking issues remain, request changes / leave clear action items"
-
 jobs:
-  # ================================================================
-  # HUMAN PRs: Trigger @copilot AFTER CodeRabbit posts its summary
-  # ================================================================
-  copilot-after-coderabbit:
-    if: |
-      github.event_name == 'issue_comment' &&
-      github.event.issue.pull_request &&
-      github.event.comment.user.login == 'coderabbitai[bot]' &&
-      contains(github.event.comment.body, 'summary by coderabbit')
-    runs-on: ubuntu-latest
-    permissions:
-      pull-requests: write
-    outputs:
-      pr_number: ${{ steps.trigger.outputs.pr_number }}
-      triggered: ${{ steps.trigger.outputs.triggered }}
-    steps:
-      - name: Post Copilot review request (as user via PAT)
-        id: trigger
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const comments = await github.rest.issues.listComments({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo
-            });
-            // Check for duplicates — posted by MervinPraison (PAT) or github-actions[bot] (legacy)
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@copilot') &&
-              (c.user.login === 'MervinPraison' || c.user.login === 'github-actions[bot]')
-            );
-            if (alreadyPosted) {
-              console.log('Copilot already triggered, skipping');
-              core.setOutput('triggered', 'false');
-              core.setOutput('pr_number', context.issue.number.toString());
-              return;
-            }
-            await github.rest.issues.createComment({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@copilot Do a thorough review of this PR. Read ALL existing reviewer comments above from Qodo, Coderabbit, and Gemini first — incorporate their findings.\n\nReview areas:\n1. **Bloat check**: Are changes minimal and focused? Any unnecessary code or scope creep?\n2. **Security**: Any hardcoded secrets, unsafe eval/exec, missing input validation?\n3. **Performance**: Any module-level heavy imports? Hot-path regressions?\n4. **Tests**: Are tests included? Do they cover the changes adequately?\n5. **Backward compat**: Any public API changes without deprecation?\n6. **Code quality**: DRY violations, naming conventions, error handling?\n7. **Address reviewer feedback**: If Qodo, Coderabbit, or Gemini flagged valid issues, include them in your review\n8. Suggest specific improvements with code examples where possible'
-            });
-            core.setOutput('triggered', 'true');
-            core.setOutput('pr_number', context.issue.number.toString());
-
-  # Fallback: Trigger @copilot after Qodo review (if Coderabbit doesn't fire)
-  copilot-after-qodo:
-    if: |
-      github.event_name == 'pull_request_review' &&
-      github.event.review.user.login == 'qodo-code-review[bot]'
-    runs-on: ubuntu-latest
-    permissions:
-      pull-requests: write
-    outputs:
-      pr_number: ${{ steps.trigger.outputs.pr_number }}
-      triggered: ${{ steps.trigger.outputs.triggered }}
-    steps:
-      - name: Post Copilot review request (as user via PAT)
-        id: trigger
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const comments = await github.rest.issues.listComments({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo
-            });
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@copilot') &&
-              (c.user.login === 'MervinPraison' || c.user.login === 'github-actions[bot]')
-            );
-            if (alreadyPosted) {
-              console.log('Copilot already triggered, skipping');
-              core.setOutput('triggered', 'false');
-              core.setOutput('pr_number', context.issue.number.toString());
-              return;
-            }
-            await github.rest.issues.createComment({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@copilot Do a thorough review of this PR. Read ALL existing reviewer comments above first.\n\nReview areas:\n1. **Bloat check**: Are changes minimal and focused?\n2. **Security**: Any hardcoded secrets, unsafe eval/exec, missing input validation?\n3. **Performance**: Any module-level heavy imports? Hot-path regressions?\n4. **Tests**: Are tests included? Do they cover the changes adequately?\n5. **Backward compat**: Any public API changes without deprecation?\n6. **Code quality**: DRY violations, naming conventions, error handling?\n7. Suggest specific improvements with code examples where possible'
-            });
-            core.setOutput('triggered', 'true');
-            core.setOutput('pr_number', context.issue.number.toString());
-
-  # ================================================================
-  # FALLBACK: Claude trigger for cases where Copilot chain fails/skips
-  # Ensures Claude always runs after sufficient review time
-  # ================================================================
-  claude-fallback-timeout:
-    if: |
-      github.event_name == 'pull_request' &&
-      github.event.action == 'opened'
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
+  review-chain:
+    # Grant union of callee job permissions (repos with default_workflow_permissions: read
+    # reject reusable calls when the caller ceiling is lower than any callee job).
     permissions:
       issues: write
       pull-requests: write
-    steps:
-      - name: Wait for review window (15 min)
-        run: sleep 900
-      
-      - name: Check if Claude already triggered
-        id: check_claude
-        uses: actions/github-script@v7
-        env:
-          TRIGGER_LOGINS: ${{ env.CLAUDE_TRIGGER_LOGINS }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const triggerLogins = JSON.parse(process.env.TRIGGER_LOGINS);
-            const comments = await github.rest.issues.listComments({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo
-            });
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@claude') && triggerLogins.includes(c.user.login)
-            );
-            core.setOutput('already_triggered', alreadyPosted ? 'true' : 'false');
-            core.setOutput('comments_count', comments.data.length.toString());
-
-            const botReviews = comments.data.filter(c =>
-              ['coderabbitai[bot]', 'qodo-code-review[bot]', 'gemini-code-assist[bot]',
-               'copilot-swe-agent', 'Copilot', 'greptile-apps[bot]'].some(bot =>
-                c.user.login.toLowerCase().includes(bot.toLowerCase())
-              )
-            );
-            core.setOutput('review_count', botReviews.length.toString());
-
-      - name: Aggregate reviews and trigger Claude
-        if: steps.check_claude.outputs.already_triggered != 'true'
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const comments = await github.rest.issues.listComments({issue_number: pr, owner: context.repo.owner, repo: context.repo.repo, per_page: 100});
-            const reviews = {coderabbit: [], qodo: [], gemini: [], copilot: [], greptile: [], others: []};
-            comments.data.forEach(c => {
-              const login = c.user.login.toLowerCase();
-              const body = c.body.substring(0, 500);
-              if (login.includes('coderabbit')) reviews.coderabbit.push(body);
-              else if (login.includes('qodo')) reviews.qodo.push(body);
-              else if (login.includes('gemini')) reviews.gemini.push(body);
-              else if (login.includes('copilot')) reviews.copilot.push(body);
-              else if (login.includes('greptile')) reviews.greptile.push(body);
-              else if (c.user.type === 'Bot') reviews.others.push(body);
-            });
-            const summaryParts = [];
-            if (reviews.coderabbit.length) summaryParts.push('CodeRabbit: ' + reviews.coderabbit.length + ' comments');
-            if (reviews.qodo.length) summaryParts.push('Qodo: ' + reviews.qodo.length + ' comments');
-            if (reviews.gemini.length) summaryParts.push('Gemini: ' + reviews.gemini.length + ' comments');
-            if (reviews.copilot.length) summaryParts.push('Copilot: ' + reviews.copilot.length + ' comments');
-            if (reviews.greptile.length) summaryParts.push('Greptile: ' + reviews.greptile.length + ' comments');
-            const reviewSummary = summaryParts.length ? summaryParts.join(' | ') : 'No bot reviews detected';
-            const scope = process.env.CLAUDE_UI_SCOPE;
-            const phases = process.env.CLAUDE_FINAL_PHASES_COMPACT;
-            const claudeBody = '@claude You are the FINAL architecture reviewer. If the branch is under MervinPraison/PraisonAI-Tools (not a fork), you are able to make modifications to this branch and push directly. ' + scope + ' Read ALL prior reviewer comments. ' + reviewSummary + '.\n\n' +
-              'Review Context: ' + comments.data.length + ' total comments, ' +
-              (reviews.coderabbit.length + reviews.qodo.length + reviews.gemini.length + reviews.copilot.length + reviews.greptile.length) + ' bot reviews.\n\n' +
-              phases;
-            await github.rest.issues.createComment({issue_number: pr, owner: context.repo.owner, repo: context.repo.repo, body: claudeBody});
-            console.log('Claude fallback triggered on PR #' + pr + ' with ' + reviewSummary);
-
-  # ================================================================
-  # Claude FINAL review — polls for Copilot's response, then triggers
-  # This runs IN-BAND under the PAT context (MervinPraison), avoiding
-  # the action_required approval gate that blocks bot-triggered workflows.
-  # ================================================================
-  claude-after-copilot:
-    needs: [copilot-after-coderabbit]
-    if: |
-      always() &&
-      needs.copilot-after-coderabbit.result == 'success' &&
-      needs.copilot-after-coderabbit.outputs.triggered == 'true'
-    runs-on: ubuntu-latest
-    timeout-minutes: 15
-    permissions:
-      issues: write
-      pull-requests: write
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Wait for Copilot to respond (poll)
-        id: poll
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ needs.copilot-after-coderabbit.outputs.pr_number }}
-          MAX_POLL_ATTEMPTS: ${{ env.MAX_POLL_ATTEMPTS }}
-          POLL_DELAY_MS: ${{ env.POLL_DELAY_MS }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-
-            // Poll for Copilot's response — check every 30s for up to 10 minutes
-            const maxAttempts = parseInt(process.env.MAX_POLL_ATTEMPTS, 10);
-            const delayMs = parseInt(process.env.POLL_DELAY_MS, 10);
-
-            for (let i = 0; i < maxAttempts; i++) {
-              console.log(`Poll attempt ${i + 1}/${maxAttempts}...`);
-
-              const comments = await github.rest.issues.listComments({
-                issue_number: pr,
-                owner,
-                repo,
-                per_page: 50,
-                sort: 'created',
-                direction: 'desc'
-              });
-
-              // Look for Copilot's response (copilot-swe-agent or Copilot)
-              const copilotResponse = comments.data.find(c =>
-                (c.user.login === 'copilot-swe-agent' ||
-                 c.user.login === 'Copilot' ||
-                 c.user.login.toLowerCase().includes('copilot')) &&
-                c.user.type === 'Bot'
-              );
-
-              if (copilotResponse) {
-                console.log(`Copilot responded at ${copilotResponse.created_at}`);
-                core.setOutput('copilot_responded', 'true');
-                return;
-              }
-
-              // Also check PR reviews for Copilot
-              const reviews = await github.rest.pulls.listReviews({
-                pull_number: pr,
-                owner,
-                repo
-              });
-
-              const copilotReview = reviews.data.find(r =>
-                r.user.login.toLowerCase().includes('copilot')
-              );
-
-              if (copilotReview) {
-                console.log(`Copilot review submitted at ${copilotReview.submitted_at}`);
-                core.setOutput('copilot_responded', 'true');
-                return;
-              }
-
-              if (i < maxAttempts - 1) {
-                console.log(`Copilot hasn't responded yet, waiting ${delayMs/1000}s...`);
-                await new Promise(resolve => setTimeout(resolve, delayMs));
-              }
-            }
-
-            console.log('Copilot did not respond within timeout, triggering Claude anyway');
-            core.setOutput('copilot_responded', 'timeout');
-
-      - name: Check if Claude already triggered
-        id: check_claude
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ needs.copilot-after-coderabbit.outputs.pr_number }}
-          TRIGGER_LOGINS: ${{ env.CLAUDE_TRIGGER_LOGINS }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const triggerLogins = JSON.parse(process.env.TRIGGER_LOGINS);
-            const comments = await github.rest.issues.listComments({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo
-            });
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@claude') && triggerLogins.includes(c.user.login)
-            );
-            core.setOutput('already_triggered', alreadyPosted ? 'true' : 'false');
-
-      - name: Trigger Claude final review
-        if: steps.check_claude.outputs.already_triggered != 'true'
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ needs.copilot-after-coderabbit.outputs.pr_number }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const scope = process.env.CLAUDE_UI_SCOPE;
-            const phases = process.env.CLAUDE_FINAL_PHASES_DETAILED;
-            await github.rest.issues.createComment({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@claude You are the FINAL architecture reviewer. If the branch is under MervinPraison/PraisonAI-Tools (not a fork), you are able to make modifications to this branch and push directly. ' + scope + ' Read ALL comments above from Gemini, Qodo, CodeRabbit, and Copilot carefully before responding.\n\n' + phases
-            });
-            console.log(`Claude triggered on PR #${pr}`);
-
-      - name: Sync pipeline status labels
-        if: steps.check_claude.outputs.already_triggered != 'true'
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ needs.copilot-after-coderabbit.outputs.pr_number }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const path = require('path');
-            const ps = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pipeline-status.js'));
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            await ps.ensurePipelineLabels(github, context.repo.owner, context.repo.repo, core);
-            await ps.syncPipelineLabels(github, context.repo.owner, context.repo.repo, pr, core);
-
-  # ================================================================
-  # Claude after Qodo fallback path (same polling approach)
-  # ================================================================
-  claude-after-copilot-qodo:
-    needs: [copilot-after-qodo]
-    if: |
-      always() &&
-      needs.copilot-after-qodo.result == 'success' &&
-      needs.copilot-after-qodo.outputs.triggered == 'true'
-    runs-on: ubuntu-latest
-    timeout-minutes: 15
-    permissions:
-      issues: write
-      pull-requests: write
-    steps:
-      - name: Wait for Copilot to respond (poll)
-        id: poll
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ needs.copilot-after-qodo.outputs.pr_number }}
-          MAX_POLL_ATTEMPTS: ${{ env.MAX_POLL_ATTEMPTS }}
-          POLL_DELAY_MS: ${{ env.POLL_DELAY_MS }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-            const maxAttempts = parseInt(process.env.MAX_POLL_ATTEMPTS, 10);
-            const delayMs = parseInt(process.env.POLL_DELAY_MS, 10);
-
-            for (let i = 0; i < maxAttempts; i++) {
-              console.log(`Poll attempt ${i + 1}/${maxAttempts}...`);
-              const comments = await github.rest.issues.listComments({
-                issue_number: pr, owner, repo,
-                per_page: 50, sort: 'created', direction: 'desc'
-              });
-              const copilotResponse = comments.data.find(c =>
-                (c.user.login === 'copilot-swe-agent' ||
-                 c.user.login === 'Copilot' ||
-                 c.user.login.toLowerCase().includes('copilot')) &&
-                c.user.type === 'Bot'
-              );
-              if (copilotResponse) {
-                console.log(`Copilot responded at ${copilotResponse.created_at}`);
-                core.setOutput('copilot_responded', 'true');
-                return;
-              }
-              const reviews = await github.rest.pulls.listReviews({
-                pull_number: pr, owner, repo
-              });
-              const copilotReview = reviews.data.find(r =>
-                r.user.login.toLowerCase().includes('copilot')
-              );
-              if (copilotReview) {
-                console.log(`Copilot review submitted at ${copilotReview.submitted_at}`);
-                core.setOutput('copilot_responded', 'true');
-                return;
-              }
-              if (i < maxAttempts - 1) {
-                await new Promise(resolve => setTimeout(resolve, delayMs));
-              }
-            }
-            console.log('Copilot did not respond within timeout, triggering Claude anyway');
-            core.setOutput('copilot_responded', 'timeout');
-
-      - name: Check if Claude already triggered
-        id: check_claude
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ needs.copilot-after-qodo.outputs.pr_number }}
-          TRIGGER_LOGINS: ${{ env.CLAUDE_TRIGGER_LOGINS }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const triggerLogins = JSON.parse(process.env.TRIGGER_LOGINS);
-            const comments = await github.rest.issues.listComments({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo
-            });
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@claude') && triggerLogins.includes(c.user.login)
-            );
-            core.setOutput('already_triggered', alreadyPosted ? 'true' : 'false');
-
-      - name: Trigger Claude final review
-        if: steps.check_claude.outputs.already_triggered != 'true'
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ needs.copilot-after-qodo.outputs.pr_number }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const scope = process.env.CLAUDE_UI_SCOPE;
-            const phases = process.env.CLAUDE_FINAL_PHASES_DETAILED;
-            await github.rest.issues.createComment({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@claude You are the FINAL architecture reviewer. If the branch is under MervinPraison/PraisonAI-Tools (not a fork), you are able to make modifications to this branch and push directly. ' + scope + ' Read ALL comments above from Gemini, Qodo, CodeRabbit, and Copilot carefully before responding.\n\n' + phases
-            });
-            console.log(`Claude triggered on PR #${pr}`);
-
-  # ================================================================
-  # Claude after Gemini — restores the trigger lost from the deleted
-  # chain-claude-after-copilot.yml workflow.
-  # Fires when Gemini posts a review comment on a PR or issue.
-  # ================================================================
-  claude-after-gemini:
-    if: |
-      github.event_name == 'issue_comment' &&
-      (
-        github.event.comment.user.login == 'gemini-code-assist[bot]' ||
-        contains(github.event.comment.body, 'Review completed by Gemini CLI') ||
-        contains(github.event.comment.body, 'The fix is ready for review. Please test')
-      )
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-      pull-requests: write
-    steps:
-      - name: Check if Claude already triggered
-        id: check_claude
-        uses: actions/github-script@v7
-        env:
-          TRIGGER_LOGINS: ${{ env.CLAUDE_TRIGGER_LOGINS }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const triggerLogins = JSON.parse(process.env.TRIGGER_LOGINS);
-            const comments = await github.rest.issues.listComments({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo
-            });
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@claude') && triggerLogins.includes(c.user.login)
-            );
-            core.setOutput('already_triggered', alreadyPosted ? 'true' : 'false');
-
-      - name: Post Claude analysis request (Lead Engineer)
-        if: steps.check_claude.outputs.already_triggered != 'true'
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const scope = process.env.CLAUDE_UI_SCOPE;
-            const phases = process.env.CLAUDE_FINAL_PHASES_DETAILED;
-            await github.rest.issues.createComment({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@claude You are the Lead Engineer. If the branch is under MervinPraison/PraisonAI-Tools (not a fork), you are able to make modifications to this branch and push directly. ' + scope + ' Read ALL analysis and reviews above carefully (Gemini, CodeRabbit, Qodo, Copilot, etc).\n\n' + phases
-            });
-
-  # ================================================================
-  # Recovery: re-post FINAL @claude after push or when chain missed
-  # ================================================================
-  claude-review-recovery:
-    if: |
-      github.event_name == 'pull_request_target' &&
-      github.event.action == 'synchronize'
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-      pull-requests: read
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Re-post FINAL Claude review when stale or missing
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const path = require('path');
-            const mergeGate = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/merge-gate.js'));
-            const chain = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pr-review-chain.js'));
-            const pr = context.payload.pull_request.number;
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-
-            const comments = await mergeGate.listAllComments(github, owner, repo, pr);
-            const headPushedAt = (await mergeGate.getHeadCommitDate(github, owner, repo, pr))
-              || context.payload.pull_request.updated_at;
-            const headPusher = context.payload.sender?.login || null;
-
-            const hasFinal = mergeGate.hasFinalClaudeReviewTrigger(comments);
-            const isStale = mergeGate.isStaleFinalAfterPush(comments, headPushedAt);
-
-            if (mergeGate.shouldSkipFinalRecovery(comments, headPushedAt)) {
-              core.info('Recent @claude within 35min and FINAL not stale — skip recovery');
-              return;
-            }
-
-            if (await mergeGate.hasInProgressClaudeAssistant(github, owner, repo, pr)) {
-              core.info('Claude workflow in progress — skip recovery');
-              return;
-            }
-
-            const finalBody = mergeGate.FINAL_CLAUDE_REVIEW_BODY;
-            const staleOpts = { allowStaleRepost: true, skipCopilot: true, optionalWaitMs: 0 };
-            const missingOpts = { allowCopilotTimeout: true, optionalWaitMs: 0 };
-
-            if (hasFinal && isStale) {
-              const gate = mergeGate.shouldSkipStaleFinalRecovery(comments, headPushedAt, headPusher);
-              if (gate.skip) {
-                core.info(`Skip stale-FINAL recovery: ${gate.reason}`);
-                return;
-              }
-              const result = await chain.maybeTriggerClaudeFinal(
-                github, owner, repo, pr, finalBody, core, staleOpts
-              );
-              if (result.posted) core.info(`Posted stale-FINAL recovery @claude on PR #${pr}`);
-              return;
-            }
-
-            if (hasFinal) {
-              core.info('FINAL Claude review current on HEAD — skip recovery');
-              return;
-            }
-
-            const result = await chain.maybeTriggerClaudeFinal(
-              github, owner, repo, pr, finalBody, core, missingOpts
-            );
-            if (result.posted) core.info(`Posted missing FINAL Claude review on PR #${pr}`);
-
-      - name: Sync pipeline status labels
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const path = require('path');
-            const ps = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pipeline-status.js'));
-            const pr = context.payload.pull_request.number;
-            await ps.ensurePipelineLabels(github, context.repo.owner, context.repo.repo, core);
-            await ps.syncPipelineLabels(github, context.repo.owner, context.repo.repo, pr, core);
-
-  # Scheduled + manual: post missing or stale FINAL @claude on all open PRs
-  post-missing-claude-final:
-    if: |
-      github.event_name == 'schedule' ||
-      (github.event_name == 'workflow_dispatch' && !inputs.pr_number)
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-      pull-requests: read
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Post missing/stale FINAL @claude on open PRs
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const path = require('path');
-            const mergeGate = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/merge-gate.js'));
-            const chain = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pr-review-chain.js'));
-            const ps = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pipeline-status.js'));
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-            const prs = await github.paginate(github.rest.pulls.list, {
-              owner, repo, state: 'open', per_page: 100,
-            });
-            let posted = 0;
-            for (const pr of prs) {
-              if (pr.draft) continue;
-              const comments = await mergeGate.listAllComments(github, owner, repo, pr.number);
-              const headPushedAt = (await mergeGate.getHeadCommitDate(github, owner, repo, pr.number)) || pr.updated_at;
-              const hasFinal = mergeGate.hasFinalClaudeReviewTrigger(comments);
-              const isStale = mergeGate.isStaleFinalAfterPush(comments, headPushedAt);
-
-              if (hasFinal && !isStale) continue;
-              if (mergeGate.hasRecentClaudeTrigger(comments, 10)) {
-                core.info(`PR #${pr.number}: @claude within 10min — skip`);
-                continue;
-              }
-              if (await mergeGate.hasInProgressClaudeAssistant(github, owner, repo, pr.number)) {
-                core.info(`PR #${pr.number}: Claude in progress — skip`);
-                continue;
-              }
-              if (hasFinal && isStale) {
-                const gate = mergeGate.shouldSkipStaleFinalRecovery(comments, headPushedAt);
-                if (gate.skip) {
-                  core.info(`PR #${pr.number}: skip stale — ${gate.reason}`);
-                  continue;
-                }
-              }
-
-              const opts = hasFinal && isStale
-                ? { allowStaleRepost: true, skipCopilot: true, optionalWaitMs: 0 }
-                : { allowCopilotTimeout: true, optionalWaitMs: 0 };
-              const result = await chain.maybeTriggerClaudeFinal(
-                github, owner, repo, pr.number,
-                mergeGate.FINAL_CLAUDE_REVIEW_BODY, core, opts
-              );
-              if (result.posted) {
-                posted++;
-                core.info(`Posted Claude FINAL on PR #${pr.number}`);
-              }
-              await ps.syncPipelineLabels(github, owner, repo, pr.number, core);
-              if (posted >= 10) break;
-            }
-            core.info(`Missing/stale Claude FINAL sweep complete (${posted} posted)`);
-
-  # ================================================================
-  # BOT PRs: CodeRabbit → Claude directly (skip Copilot when no user PAT)
-  # Copilot ignores github-actions[bot] comments; bot PRs use this path.
-  # ================================================================
-  claude-after-coderabbit-bot-pr:
-    if: |
-      github.event_name == 'issue_comment' &&
-      github.event.issue.pull_request &&
-      github.event.comment.user.login == 'coderabbitai[bot]' &&
-      contains(github.event.comment.body, 'summary by coderabbit')
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-      pull-requests: read
-    steps:
-      - name: Trigger Claude final review on bot PR
-        uses: actions/github-script@v7
-        env:
-          TRIGGER_LOGINS: ${{ env.CLAUDE_TRIGGER_LOGINS }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = context.issue.number;
-            const { data: pull } = await github.rest.pulls.get({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              pull_number: pr,
-            });
-            const author = pull.user.login;
-            const isBot = author === 'github-actions[bot]' ||
-              author === 'praisonai-triage-agent[bot]' ||
-              pull.user.type === 'Bot';
-            if (!isBot) {
-              console.log('Human PR — Copilot chain handles Claude trigger');
-              return;
-            }
-            const triggerLogins = JSON.parse(process.env.TRIGGER_LOGINS);
-            const comments = await github.rest.issues.listComments({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              per_page: 100,
-            });
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@claude') && triggerLogins.includes(c.user.login)
-            );
-            if (alreadyPosted) {
-              console.log('Claude already triggered on PR #' + pr);
-              return;
-            }
-            await github.rest.issues.createComment({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@claude You are the FINAL architecture reviewer on this bot-authored PR. Push fixes directly to THIS branch (do NOT open a new PR). ' + process.env.CLAUDE_UI_SCOPE + ' Read ALL CodeRabbit/Qodo comments above.\n\n' + process.env.CLAUDE_FINAL_PHASES_COMPACT
-            });
-            console.log('Claude final review triggered on bot PR #' + pr);
-
-  # ================================================================
-  # Manual: trigger Claude final review on any PR
-  # ================================================================
-  claude-manual-dispatch:
-    if: github.event_name == 'workflow_dispatch' && inputs.pr_number
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-    steps:
-      - name: Trigger Claude final review
-        uses: actions/github-script@v7
-        env:
-          PR_NUMBER: ${{ inputs.pr_number }}
-          TRIGGER_LOGINS: ${{ env.CLAUDE_TRIGGER_LOGINS }}
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const pr = parseInt(process.env.PR_NUMBER, 10);
-            const triggerLogins = JSON.parse(process.env.TRIGGER_LOGINS);
-            const comments = await github.rest.issues.listComments({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              per_page: 100,
-            });
-            const alreadyPosted = comments.data.some(c =>
-              c.body.includes('@claude') && triggerLogins.includes(c.user.login)
-            );
-            if (alreadyPosted) {
-              console.log('Claude already triggered on PR #' + pr);
-              return;
-            }
-            await github.rest.issues.createComment({
-              issue_number: pr,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@claude You are the FINAL architecture reviewer. If the branch is under MervinPraison/PraisonAI-Tools (not a fork), you are able to make modifications to this branch and push directly. ' + process.env.CLAUDE_UI_SCOPE + ' Read all prior reviewer comments.\n\n' + process.env.CLAUDE_FINAL_PHASES_COMPACT
-            });
-            console.log('Claude manually triggered on PR #' + pr);
-
-  # ================================================================
-  # BOT PRs: kick CodeRabbit + Qodo
-  # ================================================================
-  bot-pr-trigger-reviews:
-    if: |
-      github.event_name == 'pull_request' &&
-      github.event.action == 'opened' &&
-      (
-        github.event.pull_request.user.login == 'github-actions[bot]' ||
-        github.event.pull_request.user.login == 'praisonai-triage-agent[bot]' ||
-        github.event.pull_request.user.type == 'Bot'
-      )
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-      pull-requests: write
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Trigger CodeRabbit and Qodo reviews
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const path = require('path');
-            const chain = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/bot-pr-review-chain.js'));
-            const pr = context.payload.pull_request.number;
-            await chain.kickReviewChain(github, context.repo.owner, context.repo.repo, pr, core);
-
-      - name: Sync pipeline status labels
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const path = require('path');
-            const ps = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pipeline-status.js'));
-            const pr = context.payload.pull_request.number;
-            await ps.ensurePipelineLabels(github, context.repo.owner, context.repo.repo, core);
-            await ps.syncPipelineLabels(github, context.repo.owner, context.repo.repo, pr, core);
+    uses: MervinPraison/github-automation-template/.github/workflows/[email protected]
+    secrets: inherit
+    with:
+      hub_ref: v1.1.20

.github/workflows/bot-pr-recovery.yml

@@ -0,0 +1,23 @@
+name: Bot PR Recovery
+
+on:
+  schedule:
+    - cron: '*/15 * * * *'
+  workflow_dispatch:
+    inputs:
+      pr_number:
+        description: 'Specific PR number to kick (optional)'
+        required: false
+        type: string
+
+permissions:
+  pull-requests: write
+  issues: write
+
+jobs:
+  recover:
+    uses: MervinPraison/github-automation-template/.github/workflows/[email protected]
+    secrets: inherit
+    with:
+      hub_ref: v1.1.20
+      pr_number: ${{ github.event.inputs.pr_number || '' }}

.github/workflows/ci-failure-claude.yml

@@ -1,17 +1,14 @@
 name: Auto CI Failure → Claude
 
-# Detects internal PRs with failing CI and posts @claude with extracted failure details.
-
 on:
   workflow_run:
-    workflows: [CI]
+    workflows: [CI, Optimized Test Suite]
     types: [completed]
   pull_request:
     types: [opened, synchronize, reopened]
   workflow_dispatch:
     inputs:
       pr_number:
-        description: 'Optional PR number to process (default: scan blocked PRs)'
         required: false
         type: string
   schedule:
@@ -21,10 +18,6 @@ concurrency:
   group: ci-failure-scan-${{ github.repository }}-${{ github.event.pull_request.number || github.event.workflow_run.id || github.run_id }}
   cancel-in-progress: true
 
-env:
-  # PAT posts as MervinPraison so issue_comment triggers claude.yml (GITHUB_TOKEN cannot chain workflows)
-  GH_TOKEN: ${{ secrets.GH_TOKEN || github.token }}
-
 permissions:
   pull-requests: read
   issues: write
@@ -32,71 +25,8 @@ permissions:
 
 jobs:
   detect-and-trigger:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Detect CI failures and trigger Claude
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ env.GH_TOKEN }}
-          script: |
-            const path = require('path');
-            const ciFix = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/ci-failure-claude.js'));
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-            const baseRepo = `${owner}/${repo}`;
-
-            async function processPR(prNumber) {
-              return ciFix.maybeTriggerCiFixClaude(github, owner, repo, prNumber, core);
-            }
-
-            let results = [];
-
-            if (context.eventName === 'workflow_run') {
-              const wr = context.payload.workflow_run;
-              const result = await ciFix.processWorkflowRunFailure(
-                github, owner, repo, wr, core
-              );
-              results.push({ event: 'workflow_run', workflow: wr.name, ...result });
-            } else if (context.eventName === 'pull_request') {
-              results.push({
-                pr: context.payload.pull_request.number,
-                ...(await processPR(context.payload.pull_request.number)),
-              });
-            } else {
-              let prNumbers = [];
-              if (context.eventName === 'workflow_dispatch' && context.payload.inputs?.pr_number) {
-                prNumbers = [Number(context.payload.inputs.pr_number)];
-              } else {
-                const prs = await github.paginate(github.rest.pulls.list, {
-                  owner,
-                  repo,
-                  state: 'open',
-                  per_page: 100,
-                });
-                for (const pr of prs) {
-                  if (pr.draft) continue;
-                  const headRepo = pr.head?.repo?.full_name;
-                  if (headRepo && headRepo !== baseRepo) continue;
-                  const { data: issue } = await github.rest.issues.get({
-                    owner,
-                    repo,
-                    issue_number: pr.number,
-                  });
-                  const labels = issue.labels.map((l) => l.name);
-                  if (labels.includes('pipeline/blocked:ci') || labels.includes(ciFix.CI_FIX_LABEL)) {
-                    prNumbers.push(pr.number);
-                  }
-                }
-              }
-
-              for (const num of prNumbers) {
-                results.push({ pr: num, ...(await processPR(num)) });
-              }
-            }
-
-            core.summary.addRaw('```json\n' + JSON.stringify(results, null, 2) + '\n```');
-            await core.summary.write();
+    uses: MervinPraison/github-automation-template/.github/workflows/[email protected]
+    secrets: inherit
+    with:
+      hub_ref: v1.1.20
+      pr_number: ${{ github.event.inputs.pr_number || '' }}

.github/workflows/claude-merge-gate.yml

@@ -1,46 +1,30 @@
 name: Claude PR Merge Gate
 
-# Read-only Claude assesses merge readiness; GH_TOKEN merges (no @claude, no gh pr review).
-# Does not overlap with merge-conflict-claude.yml or auto-pr-comment @claude chains.
-
 on:
   schedule:
-    # Scan for merge-ready PRs every 10 minutes (assess runs only when candidates exist).
     - cron: '*/10 * * * *'
   workflow_dispatch:
     inputs:
       pr_number:
-        description: 'Optional PR number (scan all open internal PRs if empty)'
         required: false
         type: string
       merge_method:
-        description: 'Merge method'
         required: false
         type: choice
         default: merge
-        options:
-          - merge
-          - squash
-          - rebase
+        options: [merge, squash, rebase]
   workflow_run:
     workflows:
       - Claude Assistant
       - CI
-    types:
-      - completed
+    types: [completed]
   repository_dispatch:
-    types:
-      - claude-merge-gate
+    types: [claude-merge-gate]
 
 concurrency:
   group: claude-merge-gate-${{ github.repository }}-${{ github.event.inputs.pr_number || github.event.client_payload.pr_number || github.event.workflow_run.id || 'scan' }}
   cancel-in-progress: false
 
-env:
-  GH_TOKEN: ${{ secrets.GH_TOKEN || github.token }}
-  MAX_CANDIDATES: 3
-  DISPATCH_PR_NUMBER: ${{ github.event.inputs.pr_number || github.event.client_payload.pr_number || '' }}
-
 permissions:
   contents: read
   pull-requests: read
@@ -59,7 +43,9 @@ jobs:
       id-token: write
     steps:
       - uses: actions/checkout@v4
-
+      - uses: MervinPraison/github-automation-template/.github/actions/[email protected]
+        with:
+          hub_ref: v1.1.20
       - name: Generate GitHub App token
         id: app-token
         uses: actions/create-github-app-token@v1
@@ -67,473 +53,44 @@ jobs:
           app-id: ${{ secrets.CLAUDE_APP_ID }}
           private-key: ${{ secrets.CLAUDE_APP_PRIVATE_KEY }}
           owner: ${{ github.repository_owner }}
-
       - name: Dispatch merge gate when PR pipeline is ready
         uses: actions/github-script@v7
         with:
           github-token: ${{ steps.app-token.outputs.token }}
           script: |
             const path = require('path');
-            const mergeGate = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/merge-gate.js'));
+            const mergeGate = require(path.join(process.env.HUB_SCRIPTS, 'merge-gate.js'));
             const wr = context.payload.workflow_run;
             const owner = context.repo.owner;
             const repo = context.repo.repo;
-
-            if (wr.conclusion !== 'success') {
-              core.info(`Skip dispatch: ${wr.name} conclusion=${wr.conclusion}`);
-              return;
-            }
+            if (wr.conclusion !== 'success') return;
             const allowed = ['Claude Assistant', 'CI'];
-            if (!allowed.includes(wr.name)) {
-              core.info(`Skip dispatch: workflow ${wr.name}`);
-              return;
-            }
-
+            if (!allowed.includes(wr.name)) return;
             const prNumber = await mergeGate.resolvePrNumberFromWorkflowRun(github, owner, repo, wr);
-            if (!prNumber) {
-              core.info('Skip dispatch: could not resolve PR from workflow run');
-              return;
-            }
-
+            if (!prNumber) return;
             const fromClaude = wr.name === 'Claude Assistant';
-            const check = await mergeGate.evaluatePipelineQuiescent(
-              github, owner, repo, prNumber, core, {
-                skipGlobalClaudeRunCheck: fromClaude,
-                skipRecentClaudeCooldown: fromClaude,
-              }
-            );
-            if (!check.ready) {
-              core.info(`PR #${prNumber} not ready: ${check.reasons.join(', ')}`);
-              return;
-            }
-
+            const check = await mergeGate.evaluatePipelineQuiescent(github, owner, repo, prNumber, core, {
+              skipGlobalClaudeRunCheck: fromClaude,
+              skipRecentClaudeCooldown: fromClaude,
+            });
+            if (!check.ready) return;
             await github.rest.repos.createDispatchEvent({
-              owner,
-              repo,
-              event_type: 'claude-merge-gate',
+              owner, repo, event_type: 'claude-merge-gate',
               client_payload: { pr_number: prNumber },
             });
-            core.info(`Dispatched merge gate for PR #${prNumber} after ${wr.name}`);
 
-  scan-candidates:
+  merge-gate:
     if: github.event_name != 'workflow_run'
-    runs-on: ubuntu-latest
-    permissions:
-      contents: read
-      pull-requests: read
-      issues: write
-      actions: read
-      id-token: write
-    outputs:
-      matrix: ${{ steps.scan.outputs.matrix }}
-      has_candidates: ${{ steps.scan.outputs.has_candidates }}
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Generate GitHub App token
-        id: app-token
-        uses: actions/create-github-app-token@v1
-        with:
-          app-id: ${{ secrets.CLAUDE_APP_ID }}
-          private-key: ${{ secrets.CLAUDE_APP_PRIVATE_KEY }}
-          owner: ${{ github.repository_owner }}
-
-      - name: Scan open PRs for merge gate eligibility
-        id: scan
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ steps.app-token.outputs.token }}
-          script: |
-            const path = require('path');
-            const mergeGate = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/merge-gate.js'));
-            const ps = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pipeline-status.js'));
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-            const maxCandidates = parseInt(process.env.MAX_CANDIDATES || '5', 10);
-            const inputPr = String(process.env.DISPATCH_PR_NUMBER || '').trim();
-
-            const candidates = [];
-            const skipped = [];
-
-            if (inputPr) {
-              const n = parseInt(inputPr, 10);
-              if (Number.isNaN(n)) {
-                throw new Error(`Invalid pr_number input: ${inputPr}`);
-              }
-              const result = await mergeGate.evaluatePipelineQuiescent(github, owner, repo, n, core);
-              if (result.ready) {
-                candidates.push({ pr_number: n, head_sha: result.headSha });
-              } else {
-                skipped.push({ pr: n, reasons: result.reasons });
-              }
-            } else {
-              const prNumbers = await mergeGate.listPrNumbersForMergeGateScan(
-                github, owner, repo, core
-              );
-              const selected = await mergeGate.selectMergeGateCandidates(
-                github, owner, repo, prNumbers, maxCandidates, core
-              );
-              candidates.push(...selected.candidates);
-              skipped.push(...selected.skipped);
-            }
-
-            core.info('Skipped: ' + JSON.stringify(skipped));
-            core.setOutput('matrix', JSON.stringify({ include: candidates }));
-            core.setOutput('has_candidates', candidates.length > 0 ? 'true' : 'false');
-
-            core.summary.addRaw('## Merge gate scan\n');
-            core.summary.addRaw(`Candidates: ${candidates.length}\n`);
-            core.summary.addRaw('```json\n' + JSON.stringify({ candidates, skipped }, null, 2) + '\n```');
-            await core.summary.write();
-
-            if (inputPr && skipped.length === 1 && skipped[0].pr === parseInt(inputPr, 10)) {
-              const reasons = skipped[0].reasons;
-              const body = [
-                '**Merge gate scan** — not eligible for auto-merge.',
-                '',
-                ...reasons.map((r) => `- \`${r}\``),
-                '',
-                '**Actions:** wait for CI and the Claude review chain, or add label `needs-manual-review` and merge manually.',
-                '**Opt out:** label `no-auto-merge`.',
-              ].join('\n');
-              await github.rest.issues.createComment({
-                owner, repo, issue_number: skipped[0].pr, body,
-              });
-            } else if (inputPr && candidates.length === 1) {
-              await github.rest.issues.createComment({
-                owner, repo, issue_number: candidates[0].pr_number,
-                body: '**Merge gate scan** — eligible for assessment. Claude merge gate will assess and may auto-merge if `MERGE_GATE_VERDICT: APPROVE`.',
-              });
-            }
-
-            await ps.syncOpenPullRequests(github, owner, repo, { maxPrs: 10 }, core);
-
-  claude-assess:
-    needs: scan-candidates
-    if: needs.scan-candidates.outputs.has_candidates == 'true'
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    strategy:
-      fail-fast: false
-      matrix: ${{ fromJson(needs.scan-candidates.outputs.matrix) }}
-    permissions:
-      contents: read
-      pull-requests: read
-      issues: write
-      actions: read
-      id-token: write
-    steps:
-      - name: Generate GitHub App Token
-        id: app-token
-        uses: actions/create-github-app-token@v1
-        with:
-          app-id: ${{ secrets.CLAUDE_APP_ID }}
-          private-key: ${{ secrets.CLAUDE_APP_PRIVATE_KEY }}
-          owner: ${{ github.repository_owner }}
-
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          token: ${{ steps.app-token.outputs.token }}
-
-      - name: Mark merge gate active
-        id: mark_active
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ steps.app-token.outputs.token }}
-          script: |
-            core.setOutput('started_at', new Date().toISOString());
-            await github.rest.issues.addLabels({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: ${{ matrix.pr_number }},
-              labels: ['claude-merge-gate-active'],
-            });
-
-      - name: Stash merge gate helpers
-        run: |
-          # Keep scripts together so require('./gate-config.js') works from /tmp
-          mkdir -p /tmp/merge-gate-scripts /tmp/gh-actions
-          cp .github/scripts/merge-gate.js .github/scripts/gate-config.js /tmp/merge-gate-scripts/
-          cp -R .github/actions/claude-code-action /tmp/gh-actions/
-
-      - name: Fetch PR branch
-        env:
-          PR_NUMBER: ${{ matrix.pr_number }}
-        run: |
-          git fetch origin "pull/${PR_NUMBER}/head:pr-${PR_NUMBER}"
-          git checkout "pr-${PR_NUMBER}"
-          # PR branches may predate pipeline actions — restore from main checkout
-          mkdir -p .github/actions
-          rm -rf .github/actions/claude-code-action
-          cp -R /tmp/gh-actions/claude-code-action .github/actions/
-
-      - name: Claude merge gate assessment (read-only)
-        id: assess
-        uses: ./.github/actions/claude-code-action
-        env:
-          GH_TOKEN: ${{ steps.app-token.outputs.token }}
-          CLAUDE_CODE_SUBAGENT_MODEL: inherit
-          ANTHROPIC_DEFAULT_SONNET_MODEL: claude-sonnet-4-6
-        with:
-          claude_code_oauth_token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
-          github_token: ${{ steps.app-token.outputs.token }}
-          model: claude-opus-4-8
-          trigger_phrase: '@claude-merge-gate-internal'
-          direct_prompt: |
-            You are the MERGE GATE reviewer for PraisonAI PR #${{ matrix.pr_number }}.
-            READ-ONLY: do not modify code, commit, push, rebase, or create branches.
-
-            CRITICAL OUTPUT RULE:
-            Post exactly one PR comment via GitHub MCP containing either:
-            MERGE_GATE_VERDICT: APPROVE
-            or
-            MERGE_GATE_VERDICT: BLOCK
-            followed by a short rationale on the next lines.
-
-            NEVER include @claude in any comment. NEVER mention merge conflict resolution.
-
-            Review checklist:
-            1. Read AGENTS.md and the PR diff on the current branch.
-            2. Read all PR comments and reviews (FINAL architecture reviewer / Lead Engineer must have run).
-            3. Confirm SDK value gate: change strengthens praisonaiagents (no scope creep).
-            4. Do not bloat the Agent class with additional params — only if absolutely required; we already support many params.
-            5. If agent.py adds >100 lines or new Agent __init__ params, respond MERGE_GATE_VERDICT: BLOCK (manual review required).
-            6. BLOCK if labels security/breaking-change/needs-manual-review/release, sensitive paths (.github/workflows, auth, pyproject.toml), secrets in diff, PR >800 lines or >30 files, or SDK changes without tests. Label `merge-gate-ci-only` exempts CI-only changes under `.github/workflows/`, `.github/actions/`, or merge-gate scripts.
-            7. Confirm no CHANGES_REQUESTED reviews and CI green on HEAD ${{ matrix.head_sha }}.
-            8. If ready to merge: MERGE_GATE_VERDICT: APPROVE. Otherwise: MERGE_GATE_VERDICT: BLOCK with reasons.
-
-            Do not approve or merge via GitHub UI/API — only post the verdict comment.
-          disallowed_tools: |
-            Bash
-            Edit
-            Write
-            Replace
-          allowed_tools: |
-            View
-            GlobTool
-            GrepTool
-            Read
-          timeout_minutes: 15
-
-      - name: Post fallback BLOCK if Opus did not comment
-        id: fallback_verdict
-        if: steps.assess.outcome != 'success'
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ steps.app-token.outputs.token }}
-          script: |
-            const mergeGate = require('/tmp/merge-gate-scripts/merge-gate.js');
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-            const prNumber = ${{ matrix.pr_number }};
-
-            const ctx = await mergeGate.loadPrContext(github, owner, repo, prNumber);
-            const minCreatedAt = new Date(Date.now() - 25 * 60 * 1000).toISOString();
-            const existing = mergeGate.findMergeGateVerdict(
-              ctx.comments, minCreatedAt, ctx.headPushedAt, { excludeAutomatedFallback: true }
-            );
-            if (existing) {
-              core.info(`Opus verdict already posted: ${existing}`);
-              return;
-            }
-
-            const check = await mergeGate.evaluatePipelineQuiescent(
-              github, owner, repo, prNumber, core, { forMergeStep: true }
-            );
-            const lines = [
-              'MERGE_GATE_VERDICT: BLOCK',
-              '',
-              'Automated fallback — Opus merge gate assessment did not complete.',
-            ];
-            if (check.ready) {
-              lines.push('Deterministic gates passed, but Opus MERGE_GATE_VERDICT is required before merge.');
-            } else {
-              lines.push('Blockers:', ...check.reasons.map((r) => `- ${r}`));
-            }
-            await github.rest.issues.createComment({
-              owner, repo, issue_number: prNumber,
-              body: lines.join('\n'),
-            });
-            core.info('Posted fallback BLOCK — Opus verdict required');
-
-      - name: Require Opus MERGE_GATE_VERDICT
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ steps.app-token.outputs.token }}
-          script: |
-            const mergeGate = require('/tmp/merge-gate-scripts/merge-gate.js');
-            const comments = await mergeGate.listAllComments(
-              github, context.repo.owner, context.repo.repo, ${{ matrix.pr_number }}
-            );
-            const ctx = await mergeGate.loadPrContext(
-              github, context.repo.owner, context.repo.repo, ${{ matrix.pr_number }}
-            );
-            const minCreatedAt = new Date(Date.now() - 25 * 60 * 1000).toISOString();
-            const verdict = mergeGate.findMergeGateVerdict(
-              comments, minCreatedAt, ctx.headPushedAt, { excludeAutomatedFallback: true }
-            );
-            if (!verdict) {
-              core.setFailed(
-                'Opus merge gate assessment must post MERGE_GATE_VERDICT on this PR (automated fallback APPROVE is not accepted).'
-              );
-              return;
-            }
-            core.info(`Opus merge gate verdict: ${verdict}`);
-            core.setOutput('verdict', verdict);
-
-      - name: Remove merge gate active label
-        if: always()
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ steps.app-token.outputs.token }}
-          script: |
-            const prNumber = ${{ matrix.pr_number }};
-            try {
-              await github.rest.issues.removeLabel({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                issue_number: prNumber,
-                name: 'claude-merge-gate-active',
-              });
-              core.info(`Removed claude-merge-gate-active from PR #${prNumber}`);
-            } catch (e) {
-              core.info(`Label claude-merge-gate-active already removed or missing on PR #${prNumber}`);
-            }
-
-      - name: Fail job if assessment failed
-        if: steps.assess.outcome == 'failure'
-        run: exit 1
-
-  merge-only:
-    needs: [scan-candidates, claude-assess]
-    if: |
-      always() &&
-      needs.scan-candidates.outputs.has_candidates == 'true' &&
-      needs.claude-assess.result == 'success'
-    runs-on: ubuntu-latest
-    strategy:
-      fail-fast: false
-      matrix: ${{ fromJson(needs.scan-candidates.outputs.matrix) }}
     permissions:
       contents: write
       pull-requests: write
       issues: write
       actions: read
       id-token: write
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Generate GitHub App token
-        id: app-token
-        uses: actions/create-github-app-token@v1
-        with:
-          app-id: ${{ secrets.CLAUDE_APP_ID }}
-          private-key: ${{ secrets.CLAUDE_APP_PRIVATE_KEY }}
-          owner: ${{ github.repository_owner }}
-
-      - name: Re-check gates and merge
-        uses: actions/github-script@v7
-        env:
-          MERGE_METHOD: ${{ github.event.inputs.merge_method || 'merge' }}
-          SCAN_HEAD_SHA: ${{ matrix.head_sha }}
-        with:
-          github-token: ${{ steps.app-token.outputs.token }}
-          script: |
-            const path = require('path');
-            const mergeGate = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/merge-gate.js'));
-            const owner = context.repo.owner;
-            const repo = context.repo.repo;
-            const prNumber = ${{ matrix.pr_number }};
-            const scanHeadSha = process.env.SCAN_HEAD_SHA;
-
-            const removeLabels = async () => {
-              try {
-                await github.rest.issues.removeLabel({
-                  owner, repo, issue_number: prNumber, name: 'claude-merge-gate-active',
-                });
-              } catch (e) {
-                core.info('Label claude-merge-gate-active already removed or missing');
-              }
-            };
-
-            try {
-              const ctx = await mergeGate.loadPrContext(github, owner, repo, prNumber);
-              const comments = ctx.comments;
-              const verdictMin = new Date(Date.now() - 25 * 60 * 1000).toISOString();
-              const verdict = mergeGate.findMergeGateVerdict(
-                comments, verdictMin, ctx.headPushedAt, { excludeAutomatedFallback: true }
-              );
-              if (verdict !== 'APPROVE') {
-                core.info(`Skip merge: verdict=${verdict || 'NONE'}`);
-                await removeLabels();
-                return;
-              }
-
-              const check = await mergeGate.evaluatePipelineQuiescent(
-                github, owner, repo, prNumber, core, { forMergeStep: true }
-              );
-              if (!check.ready) {
-                core.info(`Skip merge: ${check.reasons.join(', ')}`);
-                await removeLabels();
-                return;
-              }
-
-              if (check.headSha !== scanHeadSha) {
-                core.info(`Skip merge: HEAD moved ${scanHeadSha.slice(0, 7)} → ${check.headSha.slice(0, 7)}`);
-                await removeLabels();
-                return;
-              }
-
-              const method = process.env.MERGE_METHOD || 'merge';
-              const sleep = (ms) => new Promise((r) => setTimeout(r, ms));
-              let merged = false;
-              for (let attempt = 1; attempt <= 3; attempt++) {
-                try {
-                  await github.rest.pulls.merge({
-                    owner, repo, pull_number: prNumber, merge_method: method,
-                  });
-                  merged = true;
-                  break;
-                } catch (e) {
-                  const msg = (e.message || '').toLowerCase();
-                  if (attempt < 3 && msg.includes('base branch was modified')) {
-                    core.info(`Merge attempt ${attempt} failed (base moved), retrying in 8s...`);
-                    await sleep(8000);
-                    const recheck = await mergeGate.evaluatePipelineQuiescent(
-                      github, owner, repo, prNumber, core, { forMergeStep: true }
-                    );
-                    if (!recheck.ready) {
-                      core.info(`Skip merge retry: ${recheck.reasons.join(', ')}`);
-                      await removeLabels();
-                      return;
-                    }
-                    continue;
-                  }
-                  throw e;
-                }
-              }
-              if (!merged) {
-                core.info('Skip merge: exhausted retries');
-                await removeLabels();
-                return;
-              }
-
-              await github.rest.issues.addLabels({
-                owner, repo, issue_number: prNumber, labels: ['auto-merged-by-gate'],
-              });
-
-              await github.rest.issues.createComment({
-                owner, repo, issue_number: prNumber,
-                body: [
-                  'Merged by **Claude PR merge gate** (`claude-merge-gate.yml`).',
-                  `Verdict: MERGE_GATE_VERDICT: APPROVE`,
-                  `SHA: \`${check.headSha.slice(0, 7)}\``,
-                  `Method: ${method}`,
-                ].join('\n'),
-              });
-
-              core.info(`Merged PR #${prNumber}`);
-            } finally {
-              await removeLabels();
-            }
+      statuses: write   # the assess job records security/outsider-review
+    uses: MervinPraison/github-automation-template/.github/workflows/[email protected]
+    secrets: inherit
+    with:
+      hub_ref: v1.1.20
+      pr_number: ${{ github.event.inputs.pr_number || github.event.client_payload.pr_number || '' }}
+      merge_method: ${{ github.event.inputs.merge_method || 'merge' }}

.github/workflows/claude-oauth.yml

@@ -0,0 +1,21 @@
+name: Claude OAuth
+
+on:
+  workflow_dispatch:
+    inputs:
+      code:
+        description: 'Authorization code (leave empty for step 1)'
+        required: false
+
+permissions:
+  actions: write  # Required for cache management
+  contents: read  # Required for basic repository access
+
+jobs:
+  auth:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: grll/claude-code-login@v1
+        with:
+          code: ${{ inputs.code }}
+          secrets_admin_pat: ${{ secrets.SECRETS_ADMIN_PAT }} 

.github/workflows/claude.yml

@@ -5,163 +5,20 @@ on:
     types: [created]
   pull_request_review_comment:
     types: [created]
+  issues:
+    types: [assigned, labeled, opened]
   pull_request_review:
     types: [submitted]
 
-permissions:
-  contents: write
-  pull-requests: write
-  issues: write
-  actions: read
-  id-token: write
-
 jobs:
-  claude-response:
-    env:
-      ISSUE_NUMBER_RESOLVED: ${{ github.event.issue.number }}
-    if: |
-      (
-        (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@claude')) ||
-        (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '@claude')) ||
-        (github.event_name == 'pull_request_review' && contains(github.event.review.body, '@claude'))
-      ) &&
-      (
-        !contains(github.actor, '[bot]') ||
-        github.actor == 'github-actions[bot]' ||
-        github.actor == 'praisonai-triage-agent[bot]'
-      ) &&
-      github.actor != 'dependabot[bot]' &&
-      github.actor != 'cursor[bot]' &&
-      github.actor != 'renovate[bot]'
-    runs-on: ubuntu-latest
-    steps:
-      - name: Check for Fork PR
-        id: check_fork
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ secrets.GH_TOKEN }}
-          script: |
-            const isPR = context.payload.issue?.pull_request
-              || context.eventName === 'pull_request_review'
-              || context.eventName === 'pull_request_review_comment';
-            if (!isPR) {
-              core.setOutput('is_pr', 'false');
-              core.setOutput('is_fork', 'false');
-              core.setOutput('merge_state', '');
-              return;
-            }
-            const prNumber = context.payload.pull_request?.number
-              || context.payload.issue?.number;
-            const pr = await github.rest.pulls.get({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              pull_number: prNumber,
-            });
-            let mergeState = '';
-            try {
-              const gql = await github.graphql(
-                `query($owner: String!, $repo: String!, $number: Int!) {
-                  repository(owner: $owner, name: $repo) {
-                    pullRequest(number: $number) { mergeStateStatus }
-                  }
-                }`,
-                { owner: context.repo.owner, repo: context.repo.repo, number: prNumber }
-              );
-              mergeState = (gql.repository.pullRequest.mergeStateStatus || '').toUpperCase();
-            } catch (e) {
-              core.warning(`GraphQL mergeStateStatus failed: ${e.message}`);
-            }
-            if (!mergeState) {
-              mergeState = (pr.data.mergeable_state || pr.data.merge_state_status || '').toUpperCase();
-            }
-            core.setOutput('is_pr', 'true');
-            core.setOutput('pr_number', String(prNumber));
-            core.setOutput('pr_branch', pr.data.head.ref);
-            core.setOutput('head_repo', pr.data.head.repo?.full_name || '');
-            core.setOutput('merge_state', mergeState);
-            const baseRepo = `${context.repo.owner}/${context.repo.repo}`;
-            if (pr.data.head.repo && pr.data.head.repo.full_name !== baseRepo) {
-              core.setOutput('is_fork', 'true');
-              return;
-            }
-            core.setOutput('is_fork', 'false');
-
-      - name: Checkout repository
-        uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          token: ${{ secrets.GH_TOKEN }}
-          ref: ${{ steps.check_fork.outputs.is_pr == 'true' && format('refs/pull/{0}/head', steps.check_fork.outputs.pr_number) || github.event.repository.default_branch }}
-
-      - name: Fetch PR branch
-        if: steps.check_fork.outputs.is_pr == 'true' && steps.check_fork.outputs.is_fork != 'true'
-        env:
-          PR_BRANCH: ${{ steps.check_fork.outputs.pr_branch }}
-          PR_NUMBER: ${{ steps.check_fork.outputs.pr_number }}
-        run: |
-          git fetch origin "pull/${PR_NUMBER}/head:${PR_BRANCH}"
-          git checkout "${PR_BRANCH}"
-          git fetch origin main
-
-      - name: Run Claude Code Action
-        uses: anthropics/claude-code-action@beta
-        env:
-          GH_TOKEN: ${{ secrets.GH_TOKEN }}
-        with:
-          claude_code_oauth_token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
-          github_token: ${{ secrets.GH_TOKEN }}
-          model: claude-opus-4-8
-          trigger_phrase: "@claude"
-          label_trigger: "claude"
-          allowed_bots: "praisonai-triage-agent[bot]"
-          timeout_minutes: "30"
-          direct_prompt: |
-            ${{ steps.check_fork.outputs.is_fork == 'true' && 'CRITICAL: FORK PR — comment only, do not push.\n\n' || (steps.check_fork.outputs.is_pr == 'true' && 'NOTE: Internal PR on MervinPraison/PraisonAI-Tools — you may push to this branch.\n\n' || '') }}
-            ${{ steps.check_fork.outputs.is_pr == 'true' && format('CONTEXT: PR #{0} on branch {1}. merge_state={2}.\n\n', steps.check_fork.outputs.pr_number, steps.check_fork.outputs.pr_branch, steps.check_fork.outputs.merge_state) || '' }}
-            You are implementing changes in MervinPraison/PraisonAI-Tools (Python tools for PraisonAI). Follow README.md and existing patterns under `praisonai_tools/`.
-
-            Primary scope: `praisonai_tools/`, `tests/`, `examples/`, `docs/`. Do not change `praisonaiagents` in this repo (it is not vendored here).
-
-            STEP 0 — GIT & GITHUB CLI:
-            git config --global user.name "MervinPraison"
-            git config --global user.email "[email protected]"
-            gh auth setup-git
-
-            STEP 1 — ISSUE / PR:
-            Read the issue (or PR) and all comments. Implement what is described with minimal, focused changes.
-
-            STEP 2 — LAYER VALIDATION (mandatory before coding):
-            This repo IS the **Tools** layer (`praisonai-tools`). Agent-callable integrations belong here.
-            - **Implement here:** third-party API tools, optional/heavy deps, vertical integrations
-            - **Route to PraisonAI (core):** new protocols, agent runtime, built-in tools → comment and link MervinPraison/PraisonAI issue
-            - **Route to PraisonAI (wrapper):** CLI/YAML wiring only → MervinPraison/PraisonAI
-            - **Route to PraisonAI-Plugins:** lifecycle hooks, guardrails, policies → MervinPraison/PraisonAI-Plugins
-            - **Reject:** duplicating tools already in `praisonaiagents.tools` (Tavily, DuckDuckGo, etc.)
-            If the issue belongs in another layer, explain why and do not implement here.
-
-            ${{ steps.check_fork.outputs.is_pr == 'true' && steps.check_fork.outputs.is_fork != 'true' && steps.check_fork.outputs.merge_state == 'DIRTY' && format('STEP 3 — RESOLVE MERGE CONFLICTS ON PR (branch: {0}, PR #{1}):\n- DO NOT create a new branch or PR\n- git fetch origin main && git rebase origin/main\n- Resolve conflicts: keep this PR intent, merge in main newer logic\n- git add -A && git rebase --continue (repeat until done)\n- git push --force-with-lease origin {0}\n- Run targeted pytest on changed paths\n- Comment files resolved and what you skipped\n', steps.check_fork.outputs.pr_branch, steps.check_fork.outputs.pr_number) || '' }}
-            ${{ steps.check_fork.outputs.is_pr == 'true' && steps.check_fork.outputs.is_fork != 'true' && steps.check_fork.outputs.merge_state != 'DIRTY' && format('STEP 3 — IMPLEMENT ON EXISTING PR (branch: {0}, PR #{1}):\n- DO NOT create a new branch or PR\n- git checkout {0}\n- Implement minimal, focused fixes\n- Commit and push: git push origin {0}\n', steps.check_fork.outputs.pr_branch, steps.check_fork.outputs.pr_number) || '' }}
-            ${{ steps.check_fork.outputs.is_pr != 'true' && 'STEP 3 — BRANCH (single name; reuse in STEP 5):\nBRANCH="claude/issue-${{ env.ISSUE_NUMBER_RESOLVED }}-$(date +%Y%m%d-%H%M%S)"\ngit checkout -b "$BRANCH"\n' || '' }}
-
-            STEP 4 — TEST / VERIFY:
-            Run targeted pytest or smoke checks relevant to your edits (e.g. pytest tests/unit -q).
-
-            ${{ steps.check_fork.outputs.is_pr == 'true' && 'STEP 5 — SKIP: Already on an open PR. Do NOT run gh pr create.\n' || format('STEP 5 — COMMIT, PUSH, OPEN PR (mandatory if you produced commits):\ngit add -A\ngit commit -m "feat: <short summary> (fixes #{0})"\ngit push -u origin "$BRANCH"\ngh pr create --repo "{1}" --base main --head "$BRANCH" --title "feat: <short title>" --body "Fixes #{0}"\nCRITICAL: Do not stop after `git push`. You MUST complete `gh pr create` and post the PR URL on the issue.\n', env.ISSUE_NUMBER_RESOLVED, github.repository) }}
-
-          allowed_tools: |
-            Bash(git:*)
-            Bash(python:*)
-            Bash(pip:*)
-            Bash(pytest:*)
-            Bash(gh:*)
-            Bash(python -m pytest:*)
-            Bash(python -m pip:*)
-            View
-            GlobTool
-            GrepTool
-            BatchTool
-            Edit
-            Replace
-            mcp__github__get_issue
-            mcp__github__get_issue_comments
-            mcp__github__update_issue
+  claude:
+    permissions:
+      contents: write
+      pull-requests: write
+      issues: write
+      actions: read
+      id-token: write
+    uses: MervinPraison/github-automation-template/.github/workflows/[email protected]
+    secrets: inherit
+    with:
+      hub_ref: v1.1.20

.github/workflows/generate-docs.yml

@@ -5,14 +5,42 @@ on:
     branches:
       - main
     paths:
-      - 'praisonai_tools/docs_generator/**'
+      - 'praisonai_tools/**'
+      - 'pyproject.toml'
+      - 'scripts/generate_reference_docs.py'
+  workflow_run:
+    workflows:
+      - CI
+    types:
+      - completed
+    branches:
+      - main
   repository_dispatch:
     types: [trigger-docs-generation]
   workflow_dispatch:
 
+permissions:
+  contents: read
+
+concurrency:
+  group: generate-docs-praisonaidocs
+  cancel-in-progress: false
+
 jobs:
   generate-docs:
+    if: |
+      github.event_name != 'workflow_run' ||
+      (
+        github.event.workflow_run.conclusion == 'success' &&
+        github.event.workflow_run.head_branch == 'main' &&
+        github.event.workflow_run.event == 'push' &&
+        !startsWith(github.event.workflow_run.head_commit.message, 'docs: auto-generate')
+      )
     runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    env:
+      DOCS_PUSH_TOKEN: ${{ secrets.DOCS_GITHUB_TOKEN || secrets.GH_TOKEN }}
     steps:
       - name: Checkout PraisonAI Tools
         uses: actions/checkout@v4
@@ -30,7 +58,7 @@ jobs:
         with:
           repository: MervinPraison/PraisonAIDocs
           path: praisonai-docs
-          token: ${{ secrets.DOCS_GITHUB_TOKEN }}
+          token: ${{ env.DOCS_PUSH_TOKEN }}
 
       - name: Set up Python
         uses: actions/setup-python@v5
@@ -49,10 +77,14 @@ jobs:
             --package all \
             --docs-root $(pwd)/praisonai-docs \
             --source-root $(pwd)/praisonai-source
+
+      - name: Sync SDK reference navigation
+        run: python3 praisonai-docs/scripts/sync_sdk_reference_nav.py
         env:
           PYTHONPATH: $(pwd)/praisonai-tools
 
       - name: Commit and Push Docs
+        if: env.DOCS_PUSH_TOKEN != ''
         run: |
           cd praisonai-docs
           git config --global user.name "github-actions[bot]"
@@ -62,5 +94,6 @@ jobs:
             echo "No changes to commit"
           else
             git commit -m "docs: auto-generate SDK reference documentation"
-            git push
+            git pull --rebase origin main
+            git push origin main
           fi

.github/workflows/merge-conflict-claude.yml

@@ -1,7 +1,5 @@
 name: Auto Merge Conflict → Claude
 
-# Detects internal PRs with mergeStateStatus=DIRTY and posts @claude to trigger claude.yml.
-
 on:
   push:
     branches: [main]
@@ -12,11 +10,10 @@ on:
     - cron: '0 */6 * * *'
 
 concurrency:
-  group: merge-conflict-scan-${{ github.repository }}
-  cancel-in-progress: false
+  group: merge-conflict-scan-${{ github.repository }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
 
 env:
-  # PAT posts as MervinPraison so issue_comment triggers claude.yml (GITHUB_TOKEN cannot chain workflows)
   GH_TOKEN: ${{ secrets.GH_TOKEN || github.token }}
 
 permissions:
@@ -27,138 +24,29 @@ jobs:
   detect-and-trigger:
     runs-on: ubuntu-latest
     steps:
+      - uses: actions/checkout@v4
+      - uses: MervinPraison/github-automation-template/.github/actions/[email protected]
+        with:
+          hub_ref: v1.1.20
       - name: Detect conflicting PRs and trigger Claude
         uses: actions/github-script@v7
         with:
           github-token: ${{ env.GH_TOKEN }}
           script: |
+            const path = require('path');
+            const mg = require(path.join(process.env.HUB_SCRIPTS, 'merge-gate.js'));
             const owner = context.repo.owner;
             const repo = context.repo.repo;
             const baseRepo = `${owner}/${repo}`;
-            const isMainPush = context.eventName === 'push';
-            const COOLDOWN_MS = 12 * 60 * 60 * 1000;
-            const AUTO_ACTORS = ['github-actions[bot]', 'MervinPraison'];
-            const LABEL = 'claude-conflict-pending';
-            const COMMENT_BODY = [
-              '@claude this PR has merge conflicts with `main`.',
-              'Please rebase onto latest `main`, resolve conflicts (keep this PR\'s intent, merge in newer main logic),',
-              'run targeted tests, and force-push with `--force-with-lease`.',
-              'Comment which files you resolved.'
-            ].join(' ');
-
-            const sleep = (ms) => new Promise((r) => setTimeout(r, ms));
-
-            async function getMergeState(prNumber) {
-              const query = `
-                query($owner: String!, $repo: String!, $number: Int!) {
-                  repository(owner: $owner, name: $repo) {
-                    pullRequest(number: $number) {
-                      mergeStateStatus
-                      isDraft
-                      headRef { repository { nameWithOwner } }
-                    }
-                  }
-                }
-              `;
-              for (let attempt = 0; attempt < 3; attempt++) {
-                const result = await github.graphql(query, { owner, repo, number: prNumber });
-                const prGql = result.repository.pullRequest;
-                const status = (prGql?.mergeStateStatus || '').toUpperCase();
-                if (status && status !== 'UNKNOWN') {
-                  return {
-                    status,
-                    isDraft: prGql.isDraft,
-                    headRepo: prGql.headRef?.repository?.nameWithOwner,
-                  };
-                }
-                if (attempt < 2) await sleep(10000);
-              }
-              const pr = await github.rest.pulls.get({ owner, repo, pull_number: prNumber });
-              return {
-                status: (pr.data.mergeable_state || '').toUpperCase(),
-                isDraft: pr.data.draft,
-                headRepo: pr.data.head.repo?.full_name,
-              };
+            const prs = await github.paginate(github.rest.pulls.list, { owner, repo, state: 'open', per_page: 50 });
+            for (const pr of prs) {
+              if (pr.draft) continue;
+              if (pr.head?.repo?.full_name !== baseRepo) continue;
+              const state = await mg.getMergeState(github, owner, repo, pr.number);
+              if (state.status !== 'DIRTY') continue;
+              const { data: comments } = await github.rest.issues.listComments({ owner, repo, issue_number: pr.number, per_page: 100 });
+              if (mg.hasRecentConflictComment(comments)) continue;
+              const body = '@claude this PR has merge conflicts with `main`. Rebase onto latest main, resolve conflicts, run tests, force-push with --force-with-lease.';
+              await github.rest.issues.createComment({ owner, repo, issue_number: pr.number, body });
+              await github.rest.issues.addLabels({ owner, repo, issue_number: pr.number, labels: ['claude-conflict-pending'] });
             }
-
-            function hasRecentAutoComment(comments) {
-              const cutoff = Date.now() - COOLDOWN_MS;
-              return comments.some((c) => {
-                if (!AUTO_ACTORS.includes(c.user.login)) return false;
-                const body = (c.body || '').toLowerCase();
-                if (!body.includes('@claude') || !body.includes('merge conflict')) return false;
-                return new Date(c.created_at).getTime() > cutoff;
-              });
-            }
-
-            async function processPR(prNumber) {
-              const { status, isDraft, headRepo } = await getMergeState(prNumber);
-              core.info(`PR #${prNumber}: mergeState=${status}, head=${headRepo}, draft=${isDraft}`);
-
-              const { data: issue } = await github.rest.issues.get({
-                owner,
-                repo,
-                issue_number: prNumber,
-              });
-              const labels = issue.labels.map((l) => l.name);
-
-              if (status !== 'DIRTY' && labels.includes(LABEL)) {
-                await github.rest.issues.removeLabel({
-                  owner,
-                  repo,
-                  issue_number: prNumber,
-                  name: LABEL,
-                });
-                core.info(`Removed ${LABEL} from PR #${prNumber}`);
-              }
-
-              if (status !== 'DIRTY') return { skipped: true, reason: 'not dirty' };
-              if (isDraft) return { skipped: true, reason: 'draft' };
-              if (headRepo && headRepo !== baseRepo) return { skipped: true, reason: 'fork' };
-
-              const { data: comments } = await github.rest.issues.listComments({
-                owner,
-                repo,
-                issue_number: prNumber,
-                per_page: 100,
-              });
-              if (!isMainPush && hasRecentAutoComment(comments)) {
-                return { skipped: true, reason: 'recent auto comment' };
-              }
-
-              await github.rest.issues.createComment({
-                owner,
-                repo,
-                issue_number: prNumber,
-                body: COMMENT_BODY,
-              });
-              if (!labels.includes(LABEL)) {
-                await github.rest.issues.addLabels({
-                  owner,
-                  repo,
-                  issue_number: prNumber,
-                  labels: [LABEL],
-                });
-              }
-              return { triggered: true };
-            }
-
-            let prNumbers = [];
-            if (context.eventName === 'pull_request') {
-              prNumbers = [context.payload.pull_request.number];
-            } else {
-              const prs = await github.paginate(github.rest.pulls.list, {
-                owner,
-                repo,
-                state: 'open',
-                per_page: 100,
-              });
-              prNumbers = prs.map((p) => p.number);
-            }
-
-            const results = [];
-            for (const num of prNumbers) {
-              results.push({ pr: num, ...(await processPR(num)) });
-            }
-            core.summary.addRaw('```json\n' + JSON.stringify(results, null, 2) + '\n```');
-            await core.summary.write();

.github/workflows/pipeline-status-sync.yml

@@ -1,7 +1,5 @@
 name: Pipeline Status Sync
 
-# Sync pipeline/* stage and blocker labels on open internal PRs.
-
 on:
   schedule:
     - cron: '*/10 * * * *'
@@ -15,28 +13,7 @@ permissions:
 
 jobs:
   sync:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Generate GitHub App token
-        id: app-token
-        uses: actions/create-github-app-token@v1
-        with:
-          app-id: ${{ secrets.CLAUDE_APP_ID }}
-          private-key: ${{ secrets.CLAUDE_APP_PRIVATE_KEY }}
-          owner: ${{ github.repository_owner }}
-
-      - name: Sync pipeline labels on open PRs
-        uses: actions/github-script@v7
-        with:
-          github-token: ${{ steps.app-token.outputs.token }}
-          script: |
-            const path = require('path');
-            const ps = require(path.join(process.env.GITHUB_WORKSPACE, '.github/scripts/pipeline-status.js'));
-            await ps.syncOpenPullRequests(
-              github, context.repo.owner, context.repo.repo,
-              { maxPrs: 30, dispatchMergeGate: true }, core
-            );
+    uses: MervinPraison/github-automation-template/.github/workflows/[email protected]
+    secrets: inherit
+    with:
+      hub_ref: v1.1.20

.github/workflows/sync-claude-secrets.yml

@@ -0,0 +1,36 @@
+name: Sync Claude Secrets
+
+on:
+  workflow_dispatch:
+    inputs:
+      target_repo:
+        description: 'Destination repo (owner/name)'
+        required: true
+        type: string
+
+permissions:
+  contents: read
+
+jobs:
+  sync:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Sync Claude secrets to target repo
+        env:
+          GH_TOKEN: ${{ secrets.SECRETS_ADMIN_PAT }}
+          TARGET: ${{ inputs.target_repo }}
+          CLAUDE_APP_ID: ${{ secrets.CLAUDE_APP_ID }}
+          CLAUDE_APP_PRIVATE_KEY: ${{ secrets.CLAUDE_APP_PRIVATE_KEY }}
+          CLAUDE_CODE_OAUTH_TOKEN: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
+          GH_TOKEN_VALUE: ${{ secrets.GH_TOKEN }}
+        run: |
+          set -euo pipefail
+          if [ -z "${GH_TOKEN:-}" ]; then
+            echo "SECRETS_ADMIN_PAT is not configured in this repository"
+            exit 1
+          fi
+          echo -n "$CLAUDE_APP_ID" | gh secret set CLAUDE_APP_ID --repo "$TARGET"
+          echo -n "$CLAUDE_APP_PRIVATE_KEY" | gh secret set CLAUDE_APP_PRIVATE_KEY --repo "$TARGET"
+          echo -n "$CLAUDE_CODE_OAUTH_TOKEN" | gh secret set CLAUDE_CODE_OAUTH_TOKEN --repo "$TARGET"
+          echo -n "$GH_TOKEN_VALUE" | gh secret set GH_TOKEN --repo "$TARGET"
+          echo "Synced CLAUDE_APP_ID, CLAUDE_APP_PRIVATE_KEY, CLAUDE_CODE_OAUTH_TOKEN, GH_TOKEN → $TARGET"

.gitignore

@@ -24,6 +24,9 @@ venv/
 .coverage
 htmlcov/
 
+# Tool auto-discovery cache (generated at import time)
+._discovery_cache_v*.json
+
 # Lock files
 poetry.lock
 uv.lock

README.md

@@ -531,6 +531,37 @@ agent = Agent(
 )
 ```
 
+### How `praisonai-tools` registers its own tools
+
+The bundled tools in this package are **discovered automatically**. Every
+module under `praisonai_tools/tools/` is scanned (at import time, without
+executing the module) and its public top-level classes and functions become
+importable directly:
+
+```python
+from praisonai_tools.tools import WeatherTool, get_weather   # discovered
+from praisonai_tools import WeatherTool                       # same symbol
+```
+
+Adding a new tool therefore means **adding one file** to
+`praisonai_tools/tools/` — there is no import map or `__all__` to edit, and
+imports stay lazy (a tool module and its optional dependencies are only loaded
+the first time one of its symbols is accessed).
+
+By default the discovered public surface is the module's top-level classes and
+functions. If a module exposes tools through module-level aliases
+(e.g. `read_yaml = _yaml_tools.read_yaml`), declare a standard `__all__` in that
+module and the listed names are exported verbatim. Modules and names starting
+with `_` are treated as private and never exported.
+
+The scan result is memoised in a small on-disk cache next to the package, so
+import stays fast; the cache is rebuilt automatically whenever a tool file is
+added, removed, or edited.
+
+External packages that want their tools discovered by `praisonaiagents` should
+use the `[project.entry-points."praisonaiagents.tools"]` group shown above,
+which the core `praisonaiagents` registry resolves.
+
 ---
 
 ## 9. Video Editing Tools
@@ -615,6 +646,23 @@ videos = yt.search("python tutorial", limit=5)
 transcript = yt.get_transcript("dQw4w9WgXcQ")
 ```
 
+### Meeting Intelligence Tools
+
+```python
+from praisonai_tools import FirefliesTool
+
+# Fireflies.ai meeting intelligence (curated GraphQL operations)
+fireflies = FirefliesTool()  # Uses FIREFLIES_API_KEY env var
+meetings = fireflies.list_recent_meetings(limit=5)
+meetings = fireflies.list_recent_meetings(limit=5, after="5")  # cursor pagination
+transcript = fireflies.get_transcript(meeting_id="abc123")
+results = fireflies.search(keywords="roadmap")
+```
+
+`FirefliesTool` distinguishes a missing key (`{"error": "FIREFLIES_API_KEY required"}`)
+from a rejected key (HTTP 401/403), and surfaces `retry_after` on rate limits.
+Set `FIREFLIES_API_URL` to override the endpoint (previews/proxies).
+
 ### Data Tools
 
 ```python
@@ -638,6 +686,7 @@ air = weather.get_air_quality("Tokyo")
 | TTSTool | `OPENAI_API_KEY` or `ELEVENLABS_API_KEY` |
 | YouTubeTool | `YOUTUBE_API_KEY` |
 | WeatherTool | `OPENWEATHER_API_KEY` |
+| FirefliesTool | `FIREFLIES_API_KEY` (optional `FIREFLIES_API_URL`) |
 | SwarmScoreTool | None (uses public API) |
 
 ### Using with PraisonAI Agents
@@ -703,6 +752,19 @@ pip install praisonai-tools[dev]
 pytest tests/ -v
 ```
 
+The `dev` extra installs the video/motion-graphics render deps
+(`playwright`, `imageio-ffmpeg`) so the full suite runs. To exercise the
+HTML render backend you also need the Chromium browser:
+
+```bash
+pip install -e ".[dev]"
+playwright install chromium
+pytest tests/ -v
+```
+
+If you use a minimal install without those deps, the video tests under
+`tests/unit/video/` are skipped automatically rather than failing.
+
 ---
 
 ## License

contract-001.html

@@ -1 +0,0 @@
-<html>mock visualization</html>

docs/registry_proxy_integration.md

@@ -0,0 +1,141 @@
+# Tool-Registry Proxy Connector
+
+An **optional, bring-your-own-account** connector that lets any PraisonAI agent
+discover and call a large catalogue of third-party API endpoints (SEO,
+enrichment, social data, scraping, ads) through a single proxy token — with
+**credentials injected server-side by the registry, never held by the agent**.
+
+PraisonAI ships **no registry code, no bundled binary and no default endpoint**.
+You supply your own account token or a self-hosted base URL. The connector is
+disabled unless `TOOL_PROXY_URL` is configured.
+
+## Overview
+
+The connector mirrors PraisonAI's deferred tool-search bridge
+(`tool_search` / `tool_describe` / `tool_call`) with three functions:
+
+| Function | Cost | Purpose |
+| --- | --- | --- |
+| `registry_search(query)` | free | capability search over the catalogue |
+| `registry_describe(tool_id)` | free | params, price-per-call, example response |
+| `registry_call(tool_id, params)` | paid | invoke via proxy; credential injected server-side |
+
+## Installation
+
+```bash
+pip install "praisonai-tools[registry-proxy]"
+```
+
+## Setup (3 lines)
+
+```bash
+export TOOL_PROXY_URL="https://your-registry.example.com"   # or a self-hosted instance
+export TOOL_PROXY_TOKEN="your-proxy-token"
+# Optional: override the auth header for registries that expect a custom header.
+# Default is "Authorization" (sent as "Bearer <token>"); any other name (e.g.
+# "X-Treg-Token") sends the raw token in that header.
+export TOOL_PROXY_AUTH_HEADER="Authorization"
+# Optional: override the describe route for registries with a different layout.
+# Must contain "{tool_id}"; defaults to the live registry route below.
+export TOOL_PROXY_DESCRIBE_PATH="/catalog/endpoints/{tool_id}"
+```
+
+```python
+from praisonaiagents import Agent
+from praisonai_tools.registry_proxy import (
+    registry_search, registry_describe, registry_call,
+)
+
+agent = Agent(
+    instructions="SEO analyst",
+    tools=[registry_search, registry_describe, registry_call],
+)
+agent.start("Find the top backlink sources for example.com and summarise")
+# → registry_search("backlinks for a domain") → describe → call
+# one token, no vendor keys in the agent
+```
+
+## Spend safety
+
+`registry_call` accepts optional budget guards. When a configured budget would
+be exceeded, the call is **denied and reported** as a tool-result error (never
+raised as an exception):
+
+```python
+registry_call(
+    "seo.backlinks",
+    {"domain": "example.com"},
+    max_cost_per_call=0.10,     # deny if price-per-call exceeds this
+    max_session_spend=5.00,     # deny if cumulative spend would exceed this
+)
+```
+
+Per-call price is read from `registry_describe`, so guards work without any
+vendor-specific configuration. Guards **fail closed**: if a budget is set but
+the price cannot be validated, the call is denied. Cumulative `max_session_spend`
+persists across separate `registry_call` invocations within the same process,
+scoped per `(proxy_url, token)` so distinct accounts never share a budget.
+
+## HTTP methods
+
+The registry enforces each endpoint's declared HTTP method on `/call/{id}`.
+`registry_call` derives the method automatically from `registry_describe`
+(the endpoint doc carries `method`): `GET` endpoints send `params` as the query
+string, `POST`/`PUT` send them as a JSON body. Pass `method="GET"` explicitly to
+skip the describe lookup when you already know the method. Only the standard
+`GET`/`POST`/`PUT`/`PATCH`/`DELETE` verbs are accepted; any other value (e.g. a
+mislabelled endpoint doc) is rejected as a tool-result error before any request.
+`tool_id` is URL-encoded before being placed in the describe/call route, so it
+cannot alter the requested path.
+
+## Passthrough-URL calls
+
+Passthrough-URL calls require the upstream to be **registered on the registry
+first**. Loopback/private upstreams (e.g. `127.0.0.1`, RFC-1918 addresses) are
+**refused by the registry's SSRF guard by design** — the base URL must be a
+public `http(s)` address. This is registry-side policy, not a connector setting.
+
+## Credential safety
+
+The proxy token is only sent to the endpoint it was configured for. If a caller
+(or a prompt-injected agent) supplies an explicit `proxy_url` without a matching
+`token`, the ambient `TOOL_PROXY_TOKEN` is **not** attached — preventing the
+token from being exfiltrated to an untrusted endpoint. For normal use, leave
+`proxy_url`/`token` unset and configure `TOOL_PROXY_URL`/`TOOL_PROXY_TOKEN` via
+the environment.
+
+## Error taxonomy
+
+All failures are returned as `{"error": ...}` tool results:
+
+- Authentication failed (HTTP 401/403)
+- Insufficient balance (HTTP 402)
+- Upstream 4xx/5xx passed through
+- Request timeout
+- `httpx` not installed → install hint
+
+## Tier 0 — Skills directory compatibility (zero code)
+
+Registries that expose `skill install <name>` install skills into
+`./.claude/skills/`. PraisonAI **already scans** this directory, so
+registry-installed skills are discoverable by PraisonAI agents today with no
+additional code:
+
+- `praisonaiagents/skills/discovery.py` — `.claude/skills` compatibility scan
+  plus an ancestor walk for monorepos.
+
+## Tier 2 — Environment / CLI passthrough (config-only)
+
+A registry's `shell` / `run <vendor> -- args` inject vendor-CLI credentials at
+execution time. Using a PraisonAI environment definition, install the registry
+CLI and log in via a token env var in `setup:`; the agent's `execute_command`
+then has authenticated vendor CLIs (e.g. `run gh -- pr list`) without any key in
+the container. Sandbox / board workers inherit the same via the environment
+definition.
+
+## Licensing note
+
+Some registries are Apache-2.0 **with additional terms** prohibiting embedding
+in commercially distributed products without permission. This connector is
+therefore **optional and bring-your-own-account only**: it ships no registry
+code and no default endpoint — the same posture as other BYO-account connectors.

examples/motion_graphics_example.py

@@ -194,7 +194,7 @@ def example_team_preset():
         
         print("✓ Motion graphics team created successfully!")
         print(f"  Agents: {[agent.name for agent in team.agents]}")
-        print(f"  Leader: {team.leader.name}")
+        print(f"  Coordinator: {team.agents[0].name}")
         print(f"  Workspace: {team._motion_graphics_workspace}")
         
     except ImportError as e:

financial-analysis.html

@@ -1,189 +0,0 @@
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-  z-index: 1000;
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-  font-size: 12px;
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-.lx-controls {
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-.lx-button-row {
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-.lx-control-btn:hover { background: #3367d6; }
-.lx-progress-container {
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praisonai_tools/__init__.py

@@ -37,6 +37,15 @@ from importlib.metadata import version, PackageNotFoundError
 
 from praisonai_tools.tools.base import BaseTool, ToolResult, ToolValidationError, validate_tool
 from praisonai_tools.tools.decorator import tool, FunctionTool, is_tool, get_tool_schema
+from praisonai_tools.catalogue import (
+    ToolCatalogueEntry,
+    list_tools,
+    get_tool_names,
+)
+
+# Imported at top (not below ``__getattr__``) to satisfy ruff E402. This only
+# reads the auto-discovered manifest - no tool module is eagerly imported.
+from praisonai_tools.tools import __all__ as _tools_all
 
 try:
     __version__ = version("praisonai-tools")
@@ -53,101 +62,20 @@ def __getattr__(name):
     except AttributeError:
         raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 
-__all__ = [
-    # Base classes for custom tools
-    "BaseTool",
-    "ToolResult", 
-    "ToolValidationError",
-    "validate_tool",
-    # Decorator for function-based tools
-    "tool",
-    "FunctionTool",
-    "is_tool",
-    "get_tool_schema",
-    # Email Tool
-    "EmailTool",
-    "send_email",
-    "read_emails",
-    "search_emails",
-    # Slack Tool
-    "SlackTool",
-    "send_slack_message",
-    "get_slack_channels",
-    "get_slack_history",
-    # Discord Tool
-    "DiscordTool",
-    "send_discord_webhook",
-    "send_discord_message",
-    # GitHub Tool
-    "GitHubTool",
-    "search_github_repos",
-    "get_github_repo",
-    "create_github_issue",
-    # Image Tool
-    "ImageTool",
-    "generate_image",
-    # Weather Tool
-    "WeatherTool",
-    "get_weather",
-    "get_forecast",
-    "get_air_quality",
-    # YouTube Tool
-    "YouTubeTool",
-    "search_youtube",
-    "get_youtube_video",
-    "get_youtube_transcript",
-    # TTS Tool
-    "TTSTool",
-    "text_to_speech",
-    "list_tts_voices",
-    # Telegram Tool
-    "TelegramTool",
-    "send_telegram_message",
-    # Notion Tool
-    "NotionTool",
-    "search_notion",
-    "create_notion_page",
-    # PostgreSQL Tool
-    "PostgresTool",
-    "query_postgres",
-    "list_postgres_tables",
-    # Reddit Tool
-    "RedditTool",
-    "search_reddit",
-    "get_reddit_hot",
-    # Docker Tool
-    "DockerTool",
-    "list_docker_containers",
-    "run_docker_container",
-    # Signal Tool
-    "SignalTool",
-    "send_signal_message",
-    "check_signal_connection",
-    # LINE Tool
-    "LineTool",
-    "send_line_message",
-    "broadcast_line_message",
-    # iMessage Tool
-    "iMessageTool",
-    "send_imessage",
-    "check_imessage_availability",
-    # WhatsApp Tool
-    "WhatsAppTool",
-    "send_whatsapp_message",
-    # Marketplace Tools
-    "PinchworkTool",
-    "pinchwork_delegate",
-    "AgentIDTool", 
-    "verify_agent_identity",
-    "JoyTrustTool",
-    "check_trust_score",
-    "AgentFolioTool",
-    "check_behavioral_trust",
-    "verify_task_delegation_safety",
-    # Composio
-    "ComposioTool",
-    "ComposioTools",
-    "composio_execute",
-    "composio_tools",
-    "composio_list_apps",
-]
+# Catalogue/discovery helpers exported eagerly above (not tool symbols, so they
+# are not part of the auto-discovered manifest).
+_CATALOGUE_EXPORTS = [
+    "ToolCatalogueEntry",
+    "list_tools",
+    "get_tool_names",
+]
+
+# The remainder of ``__all__`` is derived from the tools package's
+# automatically-discovered manifest so the two levels cannot drift apart. Only
+# source files are parsed (via AST) to build it - no tool module is eagerly
+# imported here.
+__all__ = sorted(set(_tools_all) | set(_CATALOGUE_EXPORTS))
+
+
+def __dir__():
+    return sorted(set(globals()) | set(__all__))

praisonai_tools/catalogue.py

@@ -0,0 +1,274 @@
+"""Tool discovery / catalogue contract for PraisonAI Tools.
+
+This module provides a single, programmatic way to enumerate every tool that
+``praisonai-tools`` ships, plus any third-party tool registered via the
+``praisonai.tools`` entry-point group. It exists so that the wider SDK (CLI,
+docs, YAML validators, third-party packages) can answer *"what tools can I
+actually use here?"* against a live catalogue derived from the real registry
+rather than a hand-maintained allowlist that drifts.
+
+Usage:
+    from praisonai_tools import list_tools
+
+    for entry in list_tools():
+        print(entry.name, entry.module, entry.extras, entry.summary)
+
+Third-party packages can register their own tools by declaring an entry point:
+
+    # pyproject.toml (third-party tool package)
+    [project.entry-points."praisonai.tools"]
+    my_tool = "my_pkg:MyTool"
+
+Nothing here imports optional/heavy dependencies: the catalogue is built from
+the module map alone, so ``list_tools()`` is safe to call without any extras
+installed.
+"""
+
+from __future__ import annotations
+
+import ast
+import os
+from dataclasses import dataclass, field
+from functools import lru_cache
+from typing import Dict, Optional, Tuple
+
+ENTRY_POINT_GROUP = "praisonai.tools"
+
+# Directory that holds the first-party ``*_tool.py`` files. The catalogue is
+# derived by scanning this directory, so dropping a new ``*_tool.py`` that
+# defines a ``*Tool`` class makes the tool discoverable with no edits to any
+# hand-maintained list.
+_TOOLS_DIR = os.path.join(os.path.dirname(__file__), "tools")
+
+# Map from the module (as recorded in ``_TOOL_MAP``) to the optional-dependency
+# extras required to use tools defined in it. Modules absent from this mapping
+# have no extra requirements (they rely only on the standard library or on the
+# base dependencies). Keep this aligned with ``[project.optional-dependencies]``
+# in ``pyproject.toml``.
+_MODULE_EXTRAS = {
+    "wordpress_tool": ("wordpress",),
+    "pinchwork_tool": ("pinchwork", "marketplace"),
+    "agentid_tool": ("agentid", "marketplace"),
+    "joy_trust_tool": ("joy-trust", "marketplace"),
+    "agentfolio_tool": ("agentfolio", "marketplace"),
+    "praisonai_tools.n8n.n8n_workflow": ("n8n",),
+    "langextract_tool": ("langextract",),
+    "swarmscore_tool": ("swarmscore",),
+    "composio_tool": ("composio",),
+    "stripe_tool": ("stripe",),
+}
+
+
+@dataclass(frozen=True)
+class ToolCatalogueEntry:
+    """A single discoverable tool.
+
+    Attributes:
+        name: Public name used to import/reference the tool, e.g. ``"QdrantTool"``.
+        module: Dotted or relative module path that defines the tool.
+        extras: Optional-dependency extras required to use the tool, e.g.
+            ``("swarmscore",)``. Empty when no extra install is needed.
+        summary: A one-line human-readable description of the tool.
+    """
+
+    name: str
+    module: str
+    extras: Tuple[str, ...] = field(default_factory=tuple)
+    summary: str = ""
+
+
+def _summary_for(name: str) -> str:
+    """Derive a concise one-line summary for a tool class name.
+
+    Fallback used only when a tool class does not declare a literal
+    ``description``. We avoid importing the tool (which could pull heavy/optional
+    deps) and instead produce a stable, human-friendly summary from the name.
+    """
+    if name.endswith("Tool"):
+        base = name[:-4]
+    else:
+        base = name
+    return f"{base} integration tool".strip()
+
+
+def _first_line(text: str) -> str:
+    """Return the first non-empty line of ``text`` (a tool ``description``)."""
+    for line in text.splitlines():
+        line = line.strip()
+        if line:
+            return line
+    return ""
+
+
+def _scan_module(path: str) -> "list[tuple[str, str]]":
+    """AST-scan a ``*_tool.py`` file for ``*Tool`` classes and descriptions.
+
+    Returns a list of ``(class_name, summary)`` tuples. The file is parsed, not
+    imported, so this stays cheap and never triggers optional dependencies.
+    Classes without a literal ``description`` fall back to a name-synthesised
+    summary.
+    """
+    try:
+        with open(path, "r", encoding="utf-8") as fh:
+            tree = ast.parse(fh.read(), filename=path)
+    except (OSError, SyntaxError):  # pragma: no cover - defensive
+        return []
+
+    found = []
+    for node in tree.body:
+        if not isinstance(node, ast.ClassDef) or not node.name.endswith("Tool"):
+            continue
+        description: Optional[str] = None
+        for stmt in node.body:
+            # Accept both plain ``description = "..."`` and annotated
+            # ``description: str = "..."`` class attributes.
+            if isinstance(stmt, ast.Assign):
+                targets = [t.id for t in stmt.targets if isinstance(t, ast.Name)]
+                value = stmt.value
+            elif isinstance(stmt, ast.AnnAssign) and isinstance(stmt.target, ast.Name):
+                targets = [stmt.target.id]
+                value = stmt.value
+            else:
+                continue
+            if (
+                "description" in targets
+                and isinstance(value, ast.Constant)
+                and isinstance(value.value, str)
+            ):
+                description = value.value
+        summary = _first_line(description) if description else _summary_for(node.name)
+        found.append((node.name, summary or _summary_for(node.name)))
+    return found
+
+
+@lru_cache(maxsize=1)
+def _scan_source_tree() -> "Dict[str, Tuple[str, str]]":
+    """Derive the first-party tool catalogue from the source tree.
+
+    Scans every ``praisonai_tools/tools/*_tool.py`` file for ``*Tool`` classes
+    and returns ``{class_name: (module, summary)}``. Because the mapping is
+    derived from the files that actually exist, phantom names (advertised tools
+    with no file) are impossible by construction, and adding a tool is a single
+    new-file change.
+    """
+    derived: "Dict[str, Tuple[str, str]]" = {}
+    try:
+        filenames = sorted(os.listdir(_TOOLS_DIR))
+    except OSError:  # pragma: no cover - defensive
+        return derived
+
+    for filename in filenames:
+        if not filename.endswith("_tool.py"):
+            continue
+        module = filename[:-3]  # strip ".py"; relative module name within tools
+        path = os.path.join(_TOOLS_DIR, filename)
+        for class_name, summary in _scan_module(path):
+            derived.setdefault(class_name, (module, summary))
+    return derived
+
+
+def _first_party_entries() -> "list[ToolCatalogueEntry]":
+    """Build catalogue entries for every first-party tool class.
+
+    The catalogue is source-derived: it is built by scanning the actual
+    ``*_tool.py`` files on disk (see ``_scan_source_tree``) rather than a
+    hand-maintained dictionary, so it can never advertise a tool whose file does
+    not exist. Summaries come from each tool's own ``description``.
+
+    A few tools live in nested packages (e.g. the n8n workflow tool under
+    ``praisonai_tools.n8n``) rather than flat ``*_tool.py`` files; those are
+    still surfaced via ``_TOOL_MAP`` so their public names remain stable.
+    """
+    entries: "Dict[str, ToolCatalogueEntry]" = {}
+
+    for name, (module, summary) in _scan_source_tree().items():
+        entries[name] = ToolCatalogueEntry(
+            name=name,
+            module=module,
+            extras=_MODULE_EXTRAS.get(module, ()),
+            summary=summary,
+        )
+
+    # Include tool classes defined outside the flat ``*_tool.py`` layout (e.g.
+    # nested subpackages such as ``praisonai_tools.n8n``) that the scan cannot
+    # reach, keeping their names stable. Only *nested* (absolute-module) tools
+    # are merged here: flat ``*_tool.py`` classes are already source-derived by
+    # the scan above, so restoring them from ``_TOOL_MAP`` would reintroduce the
+    # hand-maintained bookkeeping this catalogue exists to eliminate.
+    try:
+        from praisonai_tools.tools import _TOOL_MAP
+    except Exception:  # pragma: no cover - defensive
+        _TOOL_MAP = {}
+    for name, module in _TOOL_MAP.items():
+        if not name.endswith("Tool") or name in entries:
+            continue
+        if not module.startswith("praisonai_tools."):
+            continue
+        entries[name] = ToolCatalogueEntry(
+            name=name,
+            module=module,
+            extras=_MODULE_EXTRAS.get(module, ()),
+            summary=_summary_for(name),
+        )
+
+    return list(entries.values())
+
+
+def _entry_point_entries() -> "list[ToolCatalogueEntry]":
+    """Build catalogue entries for third-party tools registered via entry points.
+
+    Third-party packages register under the ``praisonai.tools`` entry-point
+    group. We do not import the target object (to keep discovery cheap and
+    dependency-free); we record the declared name and module value instead.
+    """
+    try:
+        from importlib.metadata import entry_points
+    except ImportError:  # pragma: no cover - Python < 3.8
+        return []
+
+    entries = []
+    try:
+        eps = entry_points()
+        # importlib.metadata API differs across versions.
+        if hasattr(eps, "select"):
+            selected = eps.select(group=ENTRY_POINT_GROUP)
+        else:  # pragma: no cover - Python < 3.10 dict interface
+            selected = eps.get(ENTRY_POINT_GROUP, [])
+    except Exception:  # pragma: no cover - defensive
+        return []
+
+    for ep in selected:
+        entries.append(
+            ToolCatalogueEntry(
+                name=ep.name,
+                module=getattr(ep, "value", "") or "",
+                extras=(),
+                summary=f"Third-party tool registered via {ENTRY_POINT_GROUP}",
+            )
+        )
+    return entries
+
+
+def list_tools() -> "list[ToolCatalogueEntry]":
+    """Return the full catalogue of available tools.
+
+    Includes every first-party tool shipped with ``praisonai-tools`` plus any
+    third-party tool registered via the ``praisonai.tools`` entry-point group.
+    Entries are de-duplicated by name (first-party wins) and returned sorted by
+    name.
+    """
+    seen = {}
+    for entry in _first_party_entries():
+        seen[entry.name] = entry
+    for entry in _entry_point_entries():
+        seen.setdefault(entry.name, entry)
+    return sorted(seen.values(), key=lambda e: e.name)
+
+
+def get_tool_names() -> "set[str]":
+    """Return the set of every available tool name.
+
+    Convenience helper for validators that only need membership checks (e.g. to
+    replace a hand-maintained allowlist).
+    """
+    return {entry.name for entry in list_tools()}

praisonai_tools/cli.py

@@ -11,6 +11,7 @@ def main():
         print("PraisonAI Developer Tools CLI")
         print("\nUsage: praisonai-tools [tool] [args]")
         print("\nAvailable tools:")
+        print("  list             List the available tool catalogue")
         print("  docs-generate    Generate SDK reference documentation")
         print("  video            AI-powered video editing tools")
         print("  fcp              Final Cut Pro automation tools")
@@ -19,7 +20,23 @@ def main():
     tool = sys.argv[1]
     tool_args = sys.argv[2:]
     
-    if tool == "docs-generate":
+    if tool == "list":
+        parser = argparse.ArgumentParser(prog="praisonai-tools list")
+        parser.add_argument("--extras", action="store_true",
+                            help="Only show tools that require optional-dependency extras")
+        args = parser.parse_args(tool_args)
+        from .catalogue import list_tools
+        entries = list_tools()
+        if args.extras:
+            entries = [e for e in entries if e.extras]
+        width = max((len(e.name) for e in entries), default=0)
+        for entry in entries:
+            extras = f"  [extras: {', '.join(entry.extras)}]" if entry.extras else ""
+            print(f"{entry.name.ljust(width)}  {entry.summary}{extras}")
+        print(f"\n{len(entries)} tools")
+        return 0
+
+    elif tool == "docs-generate":
         # Handle docs-generate with its own parser for better help
         parser = argparse.ArgumentParser(prog="praisonai-tools docs-generate")
         parser.add_argument("--package", choices=["praisonaiagents", "praisonai", "typescript", "all"], 

praisonai_tools/docs_generator/generator.py

@@ -13,6 +13,7 @@ from typing import Any, Dict, List, Optional, Tuple
 import ast
 import re
 import json
+import uuid
 
 
 # =============================================================================
@@ -111,45 +112,239 @@ class LayoutType(Enum):
 # UTILS
 # =============================================================================
 
+# Generic containers whose *simple* single-level form is safe to keep as-is
+# (e.g. ``Optional[str]``, ``Union[str, int]``, ``Dict[str, Any]``). When these
+# wrap complex/nested types they are collapsed to just the container name.
+_SIMPLE_KEEP_CONTAINERS = ("Optional", "Union", "Dict", "List", "Tuple", "Sequence", "Set")
+
+# Containers that should always collapse to just their name because their inner
+# contents commonly contain nested brackets or quoted literals that break MDX.
+_ALWAYS_COLLAPSE_CONTAINERS = ("Callable", "Literal", "Coroutine", "Awaitable", "Generator", "AsyncGenerator")
+
+
 def sanitize_type_for_mdx(type_str: Optional[str]) -> Optional[str]:
-    """Sanitize complex type annotations for MDX compatibility."""
+    """Sanitize complex type annotations for MDX compatibility.
+
+    Rules:
+        - Simple types pass through unchanged (``str`` -> ``str``).
+        - Forward references have their quotes removed
+          (``Optional['Agent']`` -> ``Optional[Agent]``).
+        - Containers known to hold nested brackets are collapsed to their bare
+          name (``Callable[[X], Y]`` -> ``Callable``, ``Literal['a']`` ->
+          ``Literal``, ``Coroutine[...]`` -> ``Coroutine``).
+        - A container wrapping another complex/nested type is collapsed to just
+          its name (``Optional[Union[str, int]]`` -> ``Optional``).
+        - A container wrapping only simple types is preserved
+          (``Optional[str]`` -> ``Optional[str]``,
+          ``Union[str, int]`` -> ``Union[str, int]``).
+    """
     if not type_str:
         return type_str
-    
+
     result = type_str.strip()
-    result = re.sub(r"'([A-Z][a-zA-Z0-9_]*)'", r"\1", result)
-    
-    while "[[" in result or " Union[" in result or " Optional[" in result:
-        new_result = re.sub(r"\[\[(.*?)\]\]", r"[\1]", result)
-        if new_result == result:
-            break
-        result = new_result
-        
-    if "[" in result:
-        return result.split("[")[0]
-        
+
+    # Remove quotes from forward references, e.g. 'Agent' -> Agent
+    result = re.sub(r"'([A-Za-z_][a-zA-Z0-9_.]*)'", r"\1", result)
+
+    # No subscription -> nothing more to simplify.
+    if "[" not in result:
+        return result
+
+    container = result.split("[", 1)[0].strip()
+
+    # Containers that always collapse (Callable, Literal, Coroutine, ...).
+    if container in _ALWAYS_COLLAPSE_CONTAINERS:
+        return container
+
+    # For keep-able containers, inspect the inner content. If it contains nested
+    # brackets (another generic) collapse to the bare container name; otherwise
+    # keep the single-level form intact.
+    if container in _SIMPLE_KEEP_CONTAINERS:
+        inner = result[len(container) + 1:]
+        if inner.endswith("]"):
+            inner = inner[:-1]
+        if "[" in inner:
+            return container
+        # A bare ``Any`` member makes the type uninformative for the table, so
+        # collapse ``Union``/``Optional`` to just the container name.
+        members = [m.strip() for m in inner.split(",")]
+        if container in ("Union", "Optional") and "Any" in members:
+            return container
+        return result
+
+    # Unknown container with nested brackets -> keep the base name to stay safe.
+    if "[[" in result:
+        return container
+
     return result
 
 
+# Plain HTML tags. HTML is case-insensitive, so ``<div>`` and ``<DIV>`` are the
+# same element and both must be preserved (never escaped) by escape_mdx.
+_HTML_TAGS = {
+    'div', 'span', 'p', 'a', 'br', 'hr', 'img', 'ul', 'ol', 'li',
+    'table', 'tr', 'td', 'th', 'thead', 'tbody', 'code', 'pre',
+    'strong', 'em', 'b', 'i', 'h1', 'h2', 'h3', 'h4', 'h5', 'h6',
+}
+
+# Mintlify JSX components. Unlike HTML, JSX component names are CASE-SENSITIVE:
+# ``<Badge>`` is a valid component but ``<badge>`` is not and must be escaped as
+# prose. These are therefore matched exactly (no case folding).
+_MDX_COMPONENTS = {
+    'Card', 'CardGroup', 'Note', 'Warning', 'Info', 'Tip', 'Check',
+    'Danger', 'Accordion', 'AccordionGroup', 'Tab', 'Tabs', 'Step',
+    'Steps', 'Frame', 'Icon', 'Badge', 'Tooltip', 'CodeGroup',
+    'Expandable', 'ParamField', 'ResponseField', 'Columns', 'Column',
+    'RequestExample', 'ResponseExample', 'Banner', 'Update', 'View',
+    'Tree', 'Tile', 'Tiles', 'Panel', 'Color',
+}
+
+# Combined allowlist of tags that must NOT be escaped by escape_mdx.
+VALID_MDX_TAGS = _HTML_TAGS | _MDX_COMPONENTS
+
+# Lower-cased view of the HTML tags only, so ``<DIV>``/``<Div>`` resolve
+# case-insensitively while JSX components stay case-sensitive.
+_HTML_TAGS_LOWER = {t.lower() for t in _HTML_TAGS}
+
+
+def _is_valid_mdx_tag(tag: str) -> bool:
+    """Return True if ``tag`` is a tag that must be preserved (not escaped).
+
+    HTML tags are matched case-insensitively (HTML is case-insensitive) while
+    Mintlify JSX components must match exactly, so a mis-cased component such as
+    ``badge`` is treated as prose and escaped rather than emitted as a broken
+    component.
+    """
+    return tag in _MDX_COMPONENTS or tag.lower() in _HTML_TAGS_LOWER
+
+# Docstring section headers whose indented body is source code and should be
+# wrapped in a fenced code block so MDX/Mintlify renders it verbatim.
+_CODE_SECTION_HEADERS = ("usage", "example", "examples")
+
+
+def _wrap_docstring_code_examples(text: str) -> str:
+    """Wrap indented code under Usage/Example sections in fenced code blocks.
+
+    Detects a header line like ``Usage:`` followed by an indented block and
+    converts that block into a ```python fenced code block so it survives MDX
+    escaping untouched.
+
+    Existing fenced blocks are passed through verbatim, but any indented
+    Usage/Example sections that appear *outside* of a fence (including ones
+    that follow an unrelated fenced block earlier in the docstring) are still
+    wrapped.
+    """
+    lines = text.split('\n')
+    out: List[str] = []
+    i = 0
+    n = len(lines)
+    in_fence = False
+    while i < n:
+        line = lines[i]
+
+        # Pass through content inside an existing fenced code block untouched.
+        if line.lstrip().startswith("```"):
+            in_fence = not in_fence
+            out.append(line)
+            i += 1
+            continue
+        if in_fence:
+            out.append(line)
+            i += 1
+            continue
+
+        header = line.strip().rstrip(':').lower()
+        is_header = (
+            line.strip().endswith(':')
+            and header in _CODE_SECTION_HEADERS
+            and not line.startswith((' ', '\t'))
+        )
+        if is_header:
+            # Collect the following indented block.
+            block: List[str] = []
+            j = i + 1
+            # Skip a single blank separator line if present.
+            while j < n and not lines[j].strip():
+                block.append(lines[j])
+                j += 1
+            code_lines: List[str] = []
+            while j < n and (lines[j].startswith((' ', '\t')) or not lines[j].strip()):
+                code_lines.append(lines[j])
+                j += 1
+            # Trim trailing blank lines from the captured code.
+            while code_lines and not code_lines[-1].strip():
+                code_lines.pop()
+            if code_lines:
+                out.append(line)
+                out.extend(block)
+                import textwrap
+                dedented = textwrap.dedent('\n'.join(code_lines))
+                out.append("```python")
+                out.extend(dedented.split('\n'))
+                out.append("```")
+                i = j
+                continue
+        out.append(line)
+        i += 1
+    return '\n'.join(out)
+
+
 def escape_mdx(text: str) -> str:
-    """Escape text for MDX compatibility."""
+    """Escape text for MDX compatibility.
+
+    Escapes stray ``{...}`` expressions and unknown ``<tag>`` patterns that
+    would break Mintlify's MDX parser, while:
+        - Preserving content inside inline/fenced code blocks.
+        - Preserving valid Mintlify component tags (see ``VALID_MDX_TAGS``).
+        - Wrapping indented code under ``Usage:``/``Example:`` docstring
+          sections in fenced code blocks.
+    """
     if not text:
         return text
-        
+
+    text = _wrap_docstring_code_examples(text)
+
+    # Use a per-call random sentinel so literal documentation text such as
+    # ``__CODE_BLOCK_0__`` or ``__MDX_TAG_0__`` cannot be mistaken for one of
+    # our internal placeholders during the restore phase below.
+    token = uuid.uuid4().hex
+    code_marker = f"\x00CB{token}"
+    tag_marker = f"\x00MT{token}"
+
     code_blocks = []
     def save_code_block(match):
         code_blocks.append(match.group(0))
-        return f"__CODE_BLOCK_{len(code_blocks)-1}__"
-    
+        return f"{code_marker}{len(code_blocks) - 1}\x00"
+
     text = re.sub(r"```.*?```", save_code_block, text, flags=re.DOTALL)
     text = re.sub(r"`.*?`", save_code_block, text)
-    
+
     text = text.replace('{', '&#123;').replace('}', '&#125;')
+
+    # Protect valid Mintlify/HTML component tags so they survive the blanket
+    # angle-bracket escaping below.
+    preserved_tags = []
+
+    def preserve_valid_tag(match):
+        full = match.group(0)
+        tag = match.group(1)
+        if _is_valid_mdx_tag(tag):
+            preserved_tags.append(full)
+            return f"{tag_marker}{len(preserved_tags) - 1}\x00"
+        return full
+
+    # Match opening tags <Tag ...>, closing tags </Tag>, and self-contained <tag>.
+    text = re.sub(r"</?([A-Za-z][A-Za-z0-9]*)(?:\s[^<>]*?)?/?>", preserve_valid_tag, text)
+
+    # Escape all remaining angle brackets (unknown tags / stray brackets).
     text = text.replace('<', '&lt;').replace('>', '&gt;')
-    
+
+    for i, tag in enumerate(preserved_tags):
+        text = text.replace(f"{tag_marker}{i}\x00", tag)
+
     for i, block in enumerate(code_blocks):
-        text = text.replace(f"__CODE_BLOCK_{i}__", block)
-        
+        text = text.replace(f"{code_marker}{i}\x00", block)
+
     return text
 
 
@@ -160,18 +355,6 @@ def validate_mdx(content: str) -> List[str]:
     in_code_block = False
     in_frontmatter = False
     frontmatter_count = 0
-    
-    VALID_MDX_TAGS = {
-        'div', 'span', 'p', 'a', 'br', 'hr', 'img', 'ul', 'ol', 'li', 
-        'table', 'tr', 'td', 'th', 'thead', 'tbody', 'code', 'pre',
-        'strong', 'em', 'b', 'i', 'h1', 'h2', 'h3', 'h4', 'h5', 'h6',
-        'Card', 'CardGroup', 'Note', 'Warning', 'Info', 'Tip', 'Check',
-        'Danger', 'Accordion', 'AccordionGroup', 'Tab', 'Tabs', 'Step',
-        'Steps', 'Frame', 'Icon', 'Badge', 'Tooltip', 'CodeGroup',
-        'Expandable', 'ParamField', 'ResponseField', 'Columns', 'Column',
-        'RequestExample', 'ResponseExample', 'Banner', 'Update', 'View',
-        'Tree', 'Tile', 'Tiles', 'Panel', 'Color'
-    }
 
     for i, line in enumerate(lines, 1):
         stripped = line.strip()
@@ -196,7 +379,9 @@ def validate_mdx(content: str) -> List[str]:
         angle_matches = re.findall(r'(?<!`)(<[a-zA-Z_][a-zA-Z0-9_]*>)(?!`)', line)
         for match in angle_matches:
             tag = match[1:-1]
-            if tag not in VALID_MDX_TAGS and tag.lower() not in {t.lower() for t in VALID_MDX_TAGS if t.islower()}:
+            # Mirror escape_mdx's allowlist exactly so the two stay in lockstep:
+            # HTML tags are case-insensitive, JSX components are case-sensitive.
+            if not _is_valid_mdx_tag(tag):
                 errors.append(f"Line {i}: Unescaped JSX-like tag: {match}")
         
         curly_matches = re.findall(r'(?<!`)(?<!=)\{([a-zA-Z_][a-zA-Z0-9_]*)\}(?!`)', line)
@@ -210,10 +395,13 @@ def escape_for_table(text: str, is_type: bool = False) -> str:
     """Escape text for use in markdown tables."""
     if not text:
         return text
-    
-    if is_type:
+
+    # Always simplify complex type signatures containing nested brackets
+    # (e.g. ``Callable[[...], ...]``); these break MDX table rendering even
+    # when the caller did not explicitly flag the value as a type.
+    if is_type or "[[" in text:
         text = sanitize_type_for_mdx(text) or text
-        
+
     text = text.replace('|', '\\|')
     # Use HTML entities for angle brackets to avoid tag confusion
     text = text.replace('<', '&lt;').replace('>', '&gt;')
@@ -221,6 +409,48 @@ def escape_for_table(text: str, is_type: bool = False) -> str:
     return text
 
 
+def validate_docs_json_structure(config: Dict[str, Any]) -> List[str]:
+    """Validate the structure of a docs.json navigation config.
+
+    Ensures the expected ``navigation.tabs`` -> ``SDK`` tab -> ``Reference``
+    group hierarchy exists before it is modified.
+
+    Args:
+        config: Parsed docs.json content.
+
+    Returns:
+        A list of error strings; empty if the structure is valid.
+    """
+    errors: List[str] = []
+
+    if not isinstance(config, dict):
+        return ["docs.json root must be an object"]
+
+    navigation = config.get("navigation")
+    if not isinstance(navigation, dict):
+        return ["Missing or invalid 'navigation' object"]
+
+    tabs = navigation.get("tabs")
+    if not isinstance(tabs, list):
+        return ["Missing or invalid 'navigation.tabs' array"]
+
+    sdk_tab = next((t for t in tabs if isinstance(t, dict) and t.get("tab") == "SDK"), None)
+    if sdk_tab is None:
+        errors.append("Missing 'SDK' tab in navigation.tabs")
+        return errors
+
+    groups = sdk_tab.get("groups")
+    if not isinstance(groups, list):
+        errors.append("Missing or invalid 'groups' in SDK tab")
+        return errors
+
+    ref_group = next((g for g in groups if isinstance(g, dict) and g.get("group") == "Reference"), None)
+    if ref_group is None:
+        errors.append("Missing 'Reference' group in SDK tab")
+
+    return errors
+
+
 def sanitize_description(text: str, max_length: int = 150) -> str:
     """Sanitize description for YAML frontmatter. Truncates at word boundary."""
     if not text:
@@ -1657,6 +1887,9 @@ ICON_MAP = {
     "workflows": "route",
     "telemetry": "chart-line",
     "search": "magnifying-glass",
+    "hooks": "link",
+    "mcp": "plug",
+    "policy": "gavel",
     
     # Modules & Integration
     "a2a": "network-wired",
@@ -2223,11 +2456,12 @@ class TypeScriptDocParser:
 class MDXGenerator:
     """Generate MDX documentation files."""
     
-    def __init__(self, output_dir: Path, package_name: str, config: Dict[str, Any], layout: LayoutType = LayoutType.LEGACY):
+    def __init__(self, output_dir: Path, package_name: str, config: Dict[str, Any], layout: LayoutType = LayoutType.LEGACY, docs_root: Optional[Path] = None):
         self.output_dir = output_dir
         self.package_name = package_name
         self.config = config
         self.layout = layout
+        self.docs_root = docs_root or output_dir
         self.generated_files = set()  # Use set for faster lookups and cleanup
         # Index for "Used By" cross-references: {function_name: [(caller_name, caller_path), ...]}
         self.used_by_index: Dict[str, List[Tuple[str, str]]] = {}
@@ -2345,8 +2579,7 @@ class MDXGenerator:
         return generated
 
     def _track_file(self, path: Path):
-        docs_root = Path("/Users/praison/PraisonAIDocs")
-        rel_path = str(path.relative_to(docs_root))
+        rel_path = str(path.relative_to(self.docs_root))
         nav_path = rel_path.replace('.mdx', '').replace('\\', '/')
         self.generated_files.add(nav_path)
     
@@ -2892,7 +3125,15 @@ class ReferenceDocsGenerator:
         layout: LayoutType = LayoutType.GRANULAR
     ):
         self.docs_root = Path(docs_root)
-        self.docs_json_path = self.docs_root / "docs.json"
+        # Mintlify subpath hosting uses docs/docs.json (see PraisonAIDocs migrate script).
+        docs_json_in_docs = self.docs_root / "docs" / "docs.json"
+        docs_json_at_root = self.docs_root / "docs.json"
+        if docs_json_in_docs.exists():
+            self.docs_json_path = docs_json_in_docs
+        elif docs_json_at_root.exists():
+            self.docs_json_path = docs_json_at_root
+        else:
+            self.docs_json_path = docs_json_in_docs
         self.layout = layout
         
         # Base source root - default to local development path if not provided
@@ -2969,7 +3210,7 @@ class ReferenceDocsGenerator:
             workspace_parser = RustWorkspaceParser(config["source"])
             # Parse all crates in the workspace
             all_modules = workspace_parser.parse_all()
-            generator = MDXGenerator(config["output"], package_name, config, layout=self.layout)
+            generator = MDXGenerator(config["output"], package_name, config, layout=self.layout, docs_root=self.docs_root)
             generated = 0
             for crate_name, modules in all_modules.items():
                 print(f"  Crate: {crate_name} ({len(modules)} modules)")
@@ -2995,7 +3236,7 @@ class ReferenceDocsGenerator:
         else:
             parser = PythonDocParser(config["source"], config["import_prefix"])
         
-        generator = MDXGenerator(config["output"], package_name, config, layout=self.layout)
+        generator = MDXGenerator(config["output"], package_name, config, layout=self.layout, docs_root=self.docs_root)
         modules = parser.get_modules()
         print(f"Found {len(modules)} modules")
         
@@ -3039,14 +3280,13 @@ class ReferenceDocsGenerator:
 
     def cleanup_orphaned_files(self, output_dir: Path, current_files: set):
         """Delete MDX files that are no longer part of the generated set."""
-        docs_root = Path("/Users/praison/PraisonAIDocs")
         for sub_dir in ["functions", "classes", "modules"]:
             target_dir = output_dir / sub_dir
             if not target_dir.exists():
                 continue
                 
             for mdx_file in target_dir.glob("*.mdx"):
-                rel_path = str(mdx_file.relative_to(docs_root))
+                rel_path = str(mdx_file.relative_to(self.docs_root))
                 nav_path = rel_path.replace('.mdx', '').replace('\\', '/')
                 if nav_path not in current_files:
                     print(f"    Deleting orphaned file: {mdx_file.name}")
@@ -3095,9 +3335,16 @@ class ReferenceDocsGenerator:
             
             with open(self.docs_json_path, 'w') as f:
                 json.dump(docs_config, f, indent=2)
-                
-        except Exception:
-            pass
+
+            if self.layout == LayoutType.GRANULAR:
+                page_count = sum(len(group.get('pages', [])) for group in package_group['pages'])
+            else:
+                page_count = len(package_group['pages'])
+            print(f"  Updated docs.json: {page_count} pages for {package_name}")
+
+        except Exception as exc:
+            print(f"  Error updating docs.json for {package_name}: {exc}")
+            raise
 
 if __name__ == "__main__":
     import argparse

praisonai_tools/registry_proxy/__init__.py

@@ -0,0 +1,43 @@
+"""Tool-registry proxy connector for PraisonAI Agents.
+
+Optional bring-your-own-account connector that lets an agent discover and call
+a large catalogue of third-party API endpoints through a single proxy token,
+with credentials injected server-side by the registry (never held by the agent).
+
+Mirrors PraisonAI's deferred tool-search bridge:
+    registry_search(query)      -> capability search over the catalogue
+    registry_describe(tool_id)  -> params, price-per-call, example response
+    registry_call(tool_id, ...) -> invoke via proxy (credential injected server-side)
+
+The connector is disabled unless ``TOOL_PROXY_URL`` is configured. PraisonAI
+ships no registry code, no bundled binary and no default endpoint - the user
+supplies their own account token or self-hosted base URL.
+
+Usage:
+    from praisonai_tools.registry_proxy import (
+        registry_search, registry_describe, registry_call,
+    )
+
+    agent = Agent(
+        instructions="SEO analyst",
+        tools=[registry_search, registry_describe, registry_call],
+    )
+
+Environment Variables:
+    TOOL_PROXY_URL:   base URL of the tool registry (unset -> connector disabled)
+    TOOL_PROXY_TOKEN: proxy token sent as the auth header
+"""
+
+from .registry_proxy import (
+    RegistryProxyTool,
+    registry_search,
+    registry_describe,
+    registry_call,
+)
+
+__all__ = [
+    "RegistryProxyTool",
+    "registry_search",
+    "registry_describe",
+    "registry_call",
+]

praisonai_tools/registry_proxy/registry_proxy.py

@@ -0,0 +1,533 @@
+"""Tool-registry proxy connector implementation.
+
+Three agent-callable functions over a registry's plain-HTTP surface:
+
+- ``registry_search(query)``     free capability search over the catalogue
+- ``registry_describe(tool_id)`` free read: params, price-per-call, example
+- ``registry_call(tool_id, ...)``paid invoke through the proxy; the registry
+  injects the upstream vendor credential server-side.
+
+Design notes:
+- ``httpx`` is lazy-imported so the connector adds zero import-time overhead and
+  no hard dependency when unconfigured.
+- The connector is disabled unless ``TOOL_PROXY_URL`` is set.
+- Errors (auth / insufficient balance / upstream 4xx / timeout) are returned as
+  ``{"error": ...}`` tool results, never raised as exceptions.
+- ``registry_call`` supports optional per-call and per-session spend guards; the
+  price is read from ``registry_describe`` and the call is denied + reported when
+  a configured budget would be exceeded.
+"""
+
+import os
+import math
+import logging
+from typing import Any, Dict, Optional
+from urllib.parse import quote
+
+from praisonai_tools.tools.base import BaseTool
+from praisonai_tools.tools.decorator import tool
+
+logger = logging.getLogger(__name__)
+
+_INSTALL_HINT = "httpx not installed. Install with: pip install 'praisonai-tools[registry-proxy]'"
+
+# Cumulative spend is tracked per (proxy_url, token) so that ``max_session_spend``
+# persists across the short-lived connector instances created by the decorated
+# functions, without mixing budgets across distinct accounts/endpoints.
+_SESSION_SPEND: Dict[tuple, float] = {}
+
+# The registry enforces the endpoint's declared HTTP method on ``/call/{id}``.
+# Restricting to a known set keeps the wire behaviour predictable and returns a
+# clear tool-result error instead of forwarding a mislabelled/unexpected verb.
+_ALLOWED_METHODS = frozenset({"GET", "POST", "PUT", "PATCH", "DELETE"})
+
+
+class RegistryProxyTool(BaseTool):
+    """Connector for a self-hostable tool registry exposing a plain-HTTP proxy."""
+
+    name = "registry_proxy"
+    description = (
+        "Discover and call third-party API endpoints through a tool registry "
+        "proxy; credentials are injected server-side, never held by the agent."
+    )
+
+    def __init__(
+        self,
+        proxy_url: Optional[str] = None,
+        token: Optional[str] = None,
+        timeout: float = 60.0,
+        max_cost_per_call: Optional[float] = None,
+        max_session_spend: Optional[float] = None,
+        auth_header: Optional[str] = None,
+        describe_path: Optional[str] = None,
+    ):
+        url_from_env = proxy_url is None
+        self.proxy_url = (proxy_url or os.getenv("TOOL_PROXY_URL") or "").rstrip("/")
+        # Security: only fall back to the environment token when the URL is also
+        # env-derived (trusted config). An agent-supplied ``proxy_url`` must never
+        # receive the ambient ``TOOL_PROXY_TOKEN`` - otherwise a prompt-injected
+        # agent could exfiltrate the token to an attacker-controlled endpoint.
+        if token is not None:
+            self.token = token
+        elif url_from_env:
+            self.token = os.getenv("TOOL_PROXY_TOKEN")
+        else:
+            self.token = None
+        # Auth header is configurable for wire-compatibility with different
+        # registry deployments. Default ``Authorization`` sends ``Bearer {token}``;
+        # a custom header name (e.g. ``X-Treg-Token``) sends the raw token instead.
+        self.auth_header = auth_header or os.getenv("TOOL_PROXY_AUTH_HEADER") or "Authorization"
+        # The describe path template is configurable for wire-compatibility with
+        # different registry deployments. It must contain ``{tool_id}``; the
+        # default mirrors the live registry route (``/catalog/endpoints/{id}``).
+        self.describe_path = (
+            describe_path
+            or os.getenv("TOOL_PROXY_DESCRIBE_PATH")
+            or "/catalog/endpoints/{tool_id}"
+        )
+        self.timeout = timeout
+        self.max_cost_per_call = max_cost_per_call
+        self.max_session_spend = max_session_spend
+        super().__init__()
+
+    @property
+    def _spend_key(self) -> tuple:
+        return (self.proxy_url, self.token)
+
+    @property
+    def _session_spend(self) -> float:
+        return _SESSION_SPEND.get(self._spend_key, 0.0)
+
+    @_session_spend.setter
+    def _session_spend(self, value: float) -> None:
+        _SESSION_SPEND[self._spend_key] = value
+
+    def run(self, action: str, **kwargs: Any) -> Dict[str, Any]:
+        """Dispatch to search/describe/call.
+
+        Args:
+            action: One of ``"search"``, ``"describe"`` or ``"call"``.
+            **kwargs: Arguments forwarded to the selected operation.
+        """
+        if action == "search":
+            return self.search(kwargs.get("query", ""))
+        if action == "describe":
+            return self.describe(kwargs.get("tool_id", ""))
+        if action == "call":
+            return self.call(
+                kwargs.get("tool_id", ""),
+                kwargs.get("params"),
+                kwargs.get("method"),
+            )
+        return {"error": f"Unknown action '{action}'. Use search, describe or call."}
+
+    def _headers(self) -> Dict[str, str]:
+        headers = {"Content-Type": "application/json"}
+        if self.token:
+            if self.auth_header.lower() == "authorization":
+                headers[self.auth_header] = f"Bearer {self.token}"
+            else:
+                headers[self.auth_header] = self.token
+        return headers
+
+    def _require_config(self) -> Optional[Dict[str, Any]]:
+        if not self.proxy_url:
+            return {
+                "error": (
+                    "Tool registry proxy is not configured. Set TOOL_PROXY_URL "
+                    "(and optionally TOOL_PROXY_TOKEN) to enable the connector."
+                )
+            }
+        return None
+
+    @staticmethod
+    def _http_error(exc: Any) -> Dict[str, Any]:
+        response = getattr(exc, "response", None)
+        status = getattr(response, "status_code", None)
+        text = getattr(response, "text", "") if response is not None else str(exc)
+        if status == 401 or status == 403:
+            return {"error": f"Authentication failed (HTTP {status}): {text}"}
+        if status == 402:
+            return {"error": f"Insufficient balance (HTTP {status}): {text}"}
+        return {"error": f"HTTP {status}: {text}"}
+
+    def search(self, query: str) -> Dict[str, Any]:
+        """Search the registry catalogue by capability."""
+        missing = self._require_config()
+        if missing:
+            return missing
+        if not query:
+            return {"error": "query is required"}
+        try:
+            import httpx
+        except ImportError:
+            return {"error": _INSTALL_HINT}
+        try:
+            with httpx.Client(timeout=self.timeout) as client:
+                response = client.get(
+                    f"{self.proxy_url}/catalog/search",
+                    params={"q": query},
+                    headers=self._headers(),
+                )
+                response.raise_for_status()
+                return response.json()
+        except httpx.TimeoutException:
+            return {"error": f"Registry search timed out after {self.timeout} seconds"}
+        except httpx.HTTPStatusError as exc:
+            return self._http_error(exc)
+        except Exception as exc:  # noqa: BLE001 - surface as tool-result error
+            logger.error("registry search error: %s", exc)
+            return {"error": str(exc)}
+
+    def describe(self, tool_id: str) -> Dict[str, Any]:
+        """Describe one catalogue entry: params, price-per-call, example."""
+        missing = self._require_config()
+        if missing:
+            return missing
+        if not tool_id:
+            return {"error": "tool_id is required"}
+        try:
+            import httpx
+        except ImportError:
+            return {"error": _INSTALL_HINT}
+        if "{tool_id}" not in self.describe_path:
+            return {
+                "error": (
+                    f"Invalid describe path template '{self.describe_path}': "
+                    "it must contain '{tool_id}'."
+                )
+            }
+        try:
+            path = self.describe_path.format(tool_id=quote(tool_id, safe=""))
+        except (KeyError, IndexError, ValueError) as exc:
+            return {
+                "error": (
+                    f"Invalid describe path template '{self.describe_path}': {exc}"
+                )
+            }
+        if not path.startswith("/"):
+            path = "/" + path
+        try:
+            with httpx.Client(timeout=self.timeout) as client:
+                response = client.get(
+                    f"{self.proxy_url}{path}",
+                    headers=self._headers(),
+                )
+                response.raise_for_status()
+                return response.json()
+        except httpx.TimeoutException:
+            return {"error": f"Registry describe timed out after {self.timeout} seconds"}
+        except httpx.HTTPStatusError as exc:
+            return self._http_error(exc)
+        except Exception as exc:  # noqa: BLE001 - surface as tool-result error
+            logger.error("registry describe error: %s", exc)
+            return {"error": str(exc)}
+
+    @staticmethod
+    def _unwrap_envelope(data: Any) -> Any:
+        """Return the dict that carries the endpoint fields.
+
+        The live registry nests ``method``/``cost`` under an ``endpoint`` key
+        (``{"endpoint": {...}, "provider": {}, ...}``); flatter registry
+        implementations put them at the top level. Prefer ``data["endpoint"]``
+        when it is a dict, else use ``data`` itself.
+        """
+        if not isinstance(data, dict):
+            return data
+        endpoint = data.get("endpoint")
+        if isinstance(endpoint, dict):
+            return endpoint
+        return data
+
+    @classmethod
+    def _extract_method(cls, data: Any) -> Optional[str]:
+        """Read the HTTP method from a describe response, if present.
+
+        The live registry's endpoint doc carries ``method: "GET"`` (or POST/PUT)
+        nested under ``endpoint``; the registry enforces the declared method on
+        ``/call/{id}``. Flat implementations expose it at the top level.
+        """
+        data = cls._unwrap_envelope(data)
+        if not isinstance(data, dict):
+            return None
+        method = data.get("method")
+        if isinstance(method, str) and method.strip():
+            return method.strip().upper()
+        return None
+
+    @classmethod
+    def _extract_price(cls, data: Any) -> Any:
+        """Read a price from a response, tolerating field-name/shape variation.
+
+        Unwraps the ``endpoint`` envelope, then tries ``price_per_call`` then
+        ``price`` then ``cost`` so the budget check and spend recording share the
+        same tolerance against the live schema. ``cost`` may be a structured
+        object (``{"value": 25, "currency": "credit", "usd": 0.0299, ...}``); in
+        that case prefer ``usd`` since the guard budgets are in USD (``value`` is
+        in provider credits). Flat numeric forms are returned unchanged.
+        """
+        data = cls._unwrap_envelope(data)
+        if not isinstance(data, dict):
+            return None
+        for key in ("price_per_call", "price", "cost"):
+            if key in data:
+                value = data[key]
+                if isinstance(value, dict):
+                    return value.get("usd")
+                return value
+        return None
+
+    def _check_budget(self, tool_id: str):
+        """Deny + report if a configured spend guard would be exceeded.
+
+        Returns ``(denial, price, described)``: ``denial`` is a ``{"error": ...}``
+        dict when the call must be rejected (else ``None``); ``price`` is the
+        validated per-call price when a guard applies (else ``None``);
+        ``described`` is the describe response fetched for the guard (else
+        ``None``) so the caller can reuse it (e.g. to derive the HTTP method)
+        without a second network round-trip.
+        """
+        if self.max_cost_per_call is None and self.max_session_spend is None:
+            return None, None, None
+        described = self.describe(tool_id)
+        if isinstance(described, dict) and "error" in described:
+            return described, None, None
+        # Accept the same price field names tolerated by spend recording so the
+        # budget check does not fail closed on a field-name mismatch against the
+        # live registry schema (``price_per_call`` -> ``price`` -> ``cost``).
+        price = self._extract_price(described)
+        try:
+            price = float(price)
+        except (TypeError, ValueError):
+            # Fail closed: a spend guard is configured but the price cannot be
+            # validated, so we cannot guarantee the budget - deny the call.
+            return {
+                "error": (
+                    "Denied: price (price_per_call/price/cost) is missing or "
+                    "invalid, cannot enforce the configured spend guard."
+                )
+            }, None, described
+        # Fail closed on non-finite (NaN/inf) or negative prices: NaN comparisons
+        # are always false, so an unvalidated NaN would silently bypass both the
+        # per-call and session guards and then corrupt ``_session_spend``.
+        if not math.isfinite(price) or price < 0:
+            return {
+                "error": (
+                    "Denied: price (price_per_call/price/cost) is missing or "
+                    "invalid, cannot enforce the configured spend guard."
+                )
+            }, None, described
+        if self.max_cost_per_call is not None and price > self.max_cost_per_call:
+            return {
+                "error": (
+                    f"Denied: price per call {price} exceeds max_cost_per_call "
+                    f"{self.max_cost_per_call}."
+                )
+            }, price, described
+        if (
+            self.max_session_spend is not None
+            and self._session_spend + price > self.max_session_spend
+        ):
+            return {
+                "error": (
+                    f"Denied: session spend would reach "
+                    f"{self._session_spend + price}, exceeding max_session_spend "
+                    f"{self.max_session_spend}."
+                )
+            }, price, described
+        return None, price, described
+
+    def call(
+        self,
+        tool_id: str,
+        params: Optional[Dict[str, Any]] = None,
+        method: Optional[str] = None,
+    ) -> Dict[str, Any]:
+        """Invoke an endpoint through the proxy (credential injected server-side).
+
+        The registry enforces each endpoint's declared HTTP method on
+        ``/call/{id}``. When ``method`` is not supplied it is derived from
+        ``describe`` (the endpoint doc carries ``method``); GET requests send
+        ``params`` as the query string, POST/PUT (and others) send them as a
+        JSON body.
+        """
+        missing = self._require_config()
+        if missing:
+            return missing
+        if not tool_id:
+            return {"error": "tool_id is required"}
+        denied, quoted_price, described = self._check_budget(tool_id)
+        if denied:
+            return denied
+        # Derive the HTTP method from the endpoint doc when not supplied. Reuse
+        # the describe fetched by the spend guard when present to avoid a second
+        # round-trip; otherwise fetch describe only when the method is unknown.
+        if method is None:
+            if described is None:
+                described = self.describe(tool_id)
+                if isinstance(described, dict) and "error" in described:
+                    return described
+            method = self._extract_method(described)
+        method = (method or "POST").strip().upper()
+        if method not in _ALLOWED_METHODS:
+            return {
+                "error": (
+                    f"Unsupported HTTP method '{method}'. Allowed: "
+                    f"{', '.join(sorted(_ALLOWED_METHODS))}."
+                )
+            }
+        try:
+            import httpx
+        except ImportError:
+            return {"error": _INSTALL_HINT}
+        url = f"{self.proxy_url}/call/{quote(tool_id, safe='')}"
+        try:
+            with httpx.Client(timeout=self.timeout) as client:
+                if method == "GET":
+                    response = client.get(
+                        url, params=params or {}, headers=self._headers()
+                    )
+                else:
+                    response = client.request(
+                        method, url, json=params or {}, headers=self._headers()
+                    )
+                response.raise_for_status()
+                result = response.json()
+        except httpx.TimeoutException:
+            return {"error": f"Registry call timed out after {self.timeout} seconds"}
+        except httpx.HTTPStatusError as exc:
+            return self._http_error(exc)
+        except Exception as exc:  # noqa: BLE001 - surface as tool-result error
+            logger.error("registry call error: %s", exc)
+            return {"error": str(exc)}
+
+        # Record cumulative spend. Prefer the charge reported by the proxy; fall
+        # back to the price quoted at budget-check time so the session budget
+        # still accrues when the response omits cost fields.
+        charged = self._extract_price(result)
+        try:
+            charged = float(charged)
+            if not math.isfinite(charged) or charged < 0:
+                raise ValueError("non-finite or negative charge")
+        except (TypeError, ValueError):
+            # The response omitted a usable charge; fall back to the finite,
+            # non-negative price validated at budget-check time so a malformed
+            # (NaN/inf/negative) response cannot corrupt cumulative spend.
+            charged = quoted_price
+        if charged is not None:
+            self._session_spend += charged
+        return result
+
+
+@tool
+def registry_search(
+    query: str,
+    proxy_url: Optional[str] = None,
+    token: Optional[str] = None,
+    auth_header: Optional[str] = None,
+) -> Dict[str, Any]:
+    """Search the connected tool registry by capability.
+
+    Free read. Returns catalogue matches for a natural-language capability query
+    such as "backlinks for a domain" or "company enrichment by email".
+
+    Args:
+        query: Capability to search for.
+        proxy_url: Registry base URL (defaults to TOOL_PROXY_URL env var).
+        token: Proxy token (defaults to TOOL_PROXY_TOKEN env var).
+        auth_header: Auth header name (defaults to TOOL_PROXY_AUTH_HEADER env var,
+            then ``Authorization``).
+
+    Returns:
+        Dict with catalogue matches, or ``{"error": ...}`` on failure.
+    """
+    return RegistryProxyTool(
+        proxy_url=proxy_url, token=token, auth_header=auth_header
+    ).search(query)
+
+
+@tool
+def registry_describe(
+    tool_id: str,
+    proxy_url: Optional[str] = None,
+    token: Optional[str] = None,
+    auth_header: Optional[str] = None,
+    describe_path: Optional[str] = None,
+) -> Dict[str, Any]:
+    """Describe one registry catalogue entry.
+
+    Free read. Returns the endpoint's parameters, price-per-call and an example
+    response so the model can decide whether and how to invoke it.
+
+    Args:
+        tool_id: Catalogue entry identifier (from ``registry_search``).
+        proxy_url: Registry base URL (defaults to TOOL_PROXY_URL env var).
+        token: Proxy token (defaults to TOOL_PROXY_TOKEN env var).
+        auth_header: Auth header name (defaults to TOOL_PROXY_AUTH_HEADER env var,
+            then ``Authorization``).
+        describe_path: Path template for the describe route (defaults to
+            TOOL_PROXY_DESCRIBE_PATH env var, then ``/catalog/endpoints/{tool_id}``).
+            Must contain ``{tool_id}``.
+
+    Returns:
+        Dict describing the entry, or ``{"error": ...}`` on failure.
+    """
+    return RegistryProxyTool(
+        proxy_url=proxy_url, token=token, auth_header=auth_header,
+        describe_path=describe_path,
+    ).describe(tool_id)
+
+
+@tool
+def registry_call(
+    tool_id: str,
+    params: Optional[Dict[str, Any]] = None,
+    proxy_url: Optional[str] = None,
+    token: Optional[str] = None,
+    max_cost_per_call: Optional[float] = None,
+    max_session_spend: Optional[float] = None,
+    auth_header: Optional[str] = None,
+    method: Optional[str] = None,
+    describe_path: Optional[str] = None,
+) -> Dict[str, Any]:
+    """Invoke a registry endpoint through the proxy.
+
+    Paid call. The registry injects the upstream vendor credential server-side,
+    so no vendor keys are ever held by the agent. Optional spend guards deny +
+    report the call when a configured budget would be exceeded.
+
+    The registry enforces each endpoint's declared HTTP method. When ``method``
+    is not supplied it is derived from ``registry_describe`` (the endpoint doc
+    carries ``method``); GET params are sent as the query string, POST/PUT as a
+    JSON body.
+
+    Note: passthrough-URL calls require the upstream to be registered on the
+    registry first; loopback/private upstreams are refused by the registry's
+    SSRF guard by design.
+
+    Args:
+        tool_id: Catalogue entry identifier (from ``registry_search``).
+        params: Parameters for the upstream endpoint.
+        proxy_url: Registry base URL (defaults to TOOL_PROXY_URL env var).
+        token: Proxy token (defaults to TOOL_PROXY_TOKEN env var).
+        max_cost_per_call: Deny the call if its price exceeds this value.
+        max_session_spend: Deny the call if it would push cumulative spend past this value.
+        auth_header: Auth header name (defaults to TOOL_PROXY_AUTH_HEADER env var,
+            then ``Authorization``). ``Authorization`` sends ``Bearer {token}``;
+            any other name (e.g. ``X-Treg-Token``) sends the raw token.
+        method: HTTP method for the endpoint (e.g. ``GET``/``POST``). When
+            omitted it is derived from the endpoint's describe doc.
+        describe_path: Path template for the describe route (defaults to
+            TOOL_PROXY_DESCRIBE_PATH env var, then ``/catalog/endpoints/{tool_id}``).
+
+    Returns:
+        Dict with the endpoint response, or ``{"error": ...}`` on failure/denial.
+    """
+    return RegistryProxyTool(
+        proxy_url=proxy_url,
+        token=token,
+        max_cost_per_call=max_cost_per_call,
+        max_session_spend=max_session_spend,
+        auth_header=auth_header,
+        describe_path=describe_path,
+    ).call(tool_id, params, method)

praisonai_tools/tools/__init__.py

@@ -14,913 +14,64 @@ Ready-to-use tools:
 - WeatherTool: Get weather data
 - YouTubeTool: Search YouTube, get transcripts
 - TTSTool: Text-to-speech conversion
+
+Tools are discovered automatically: adding a module under
+``praisonai_tools/tools/`` exposes its public top-level classes and functions
+without any manual registration. Imports remain lazy - a tool module (and its
+optional dependencies) is only imported the first time one of its symbols is
+accessed.
 """
 
+import os
+
 from praisonai_tools.tools.base import BaseTool, ToolResult, ToolValidationError, validate_tool
 from praisonai_tools.tools.decorator import tool, FunctionTool, is_tool, get_tool_schema
+from praisonai_tools.tools._discovery import build_manifest
 
-# Lazy imports for tools to avoid loading dependencies until needed
-def __getattr__(name):
-    """Lazy load tool classes."""
-    tool_map = {
-        # Email
-        "EmailTool": "email_tool",
-        "send_email": "email_tool",
-        "read_emails": "email_tool",
-        "search_emails": "email_tool",
-        # Slack
-        "SlackTool": "slack_tool",
-        "send_slack_message": "slack_tool",
-        "get_slack_channels": "slack_tool",
-        "get_slack_history": "slack_tool",
-        # Discord
-        "DiscordTool": "discord_tool",
-        "send_discord_webhook": "discord_tool",
-        "send_discord_message": "discord_tool",
-        # GitHub
-        "GitHubTool": "github_tool",
-        "search_github_repos": "github_tool",
-        "get_github_repo": "github_tool",
-        "create_github_issue": "github_tool",
-        # Image Generation
-        "ImageTool": "image_tool",
-        "generate_image": "image_tool",
-        # Weather
-        "WeatherTool": "weather_tool",
-        "get_weather": "weather_tool",
-        "get_forecast": "weather_tool",
-        "get_air_quality": "weather_tool",
-        # YouTube
-        "YouTubeTool": "youtube_tool",
-        "search_youtube": "youtube_tool",
-        "get_youtube_video": "youtube_tool",
-        "get_youtube_transcript": "youtube_tool",
-        # Text-to-Speech
-        "TTSTool": "tts_tool",
-        "text_to_speech": "tts_tool",
-        "list_tts_voices": "tts_tool",
-        # Telegram
-        "TelegramTool": "telegram_tool",
-        "send_telegram_message": "telegram_tool",
-        # Notion
-        "NotionTool": "notion_tool",
-        "search_notion": "notion_tool",
-        "create_notion_page": "notion_tool",
-        # PostgreSQL
-        "PostgresTool": "postgres_tool",
-        "query_postgres": "postgres_tool",
-        "list_postgres_tables": "postgres_tool",
-        # Reddit
-        "RedditTool": "reddit_tool",
-        "search_reddit": "reddit_tool",
-        "get_reddit_hot": "reddit_tool",
-        # Docker
-        "DockerTool": "docker_tool",
-        "list_docker_containers": "docker_tool",
-        "run_docker_container": "docker_tool",
-        # MySQL
-        "MySQLTool": "mysql_tool",
-        "query_mysql": "mysql_tool",
-        # SQLite
-        "SQLiteTool": "sqlite_tool",
-        "query_sqlite": "sqlite_tool",
-        # MongoDB
-        "MongoDBTool": "mongodb_tool",
-        "query_mongodb": "mongodb_tool",
-        # Redis
-        "RedisTool": "redis_tool",
-        "redis_get": "redis_tool",
-        "redis_set": "redis_tool",
-        # DuckDuckGo
-        "DuckDuckGoTool": "duckduckgo_tool",
-        "duckduckgo_search": "duckduckgo_tool",
-        # Tavily
-        "TavilyTool": "tavily_tool",
-        "tavily_search": "tavily_tool",
-        "tavily_extract": "tavily_tool",
-        # Wikipedia
-        "WikipediaTool": "wikipedia_tool",
-        "wikipedia_search": "wikipedia_tool",
-        # ArXiv
-        "ArxivTool": "arxiv_tool",
-        "arxiv_search": "arxiv_tool",
-        # SwarmScore
-        "SwarmScoreTool": "swarmscore_tool",
-        "load_swarmscore_by_slug": "swarmscore_tool",
-        "verify_swarmscore_freshness": "swarmscore_tool",
-        "get_agent_discovery_manifest": "swarmscore_tool",
-        # Calculator
-        "CalculatorTool": "calculator_tool",
-        "calculate": "calculator_tool",
-        # Shell
-        "ShellTool": "shell_tool",
-        "shell_execute": "shell_tool",
-        # File
-        "FileTool": "file_tool",
-        "read_file": "file_tool",
-        "write_file": "file_tool",
-        # Firecrawl
-        "FirecrawlTool": "firecrawl_tool",
-        "firecrawl_scrape": "firecrawl_tool",
-        "firecrawl_search": "firecrawl_tool",
-        # Serper
-        "SerperTool": "serper_tool",
-        "serper_search": "serper_tool",
-        # Jina
-        "JinaTool": "jina_tool",
-        "jina_read": "jina_tool",
-        # Google Calendar
-        "GoogleCalendarTool": "google_calendar_tool",
-        "list_calendar_events": "google_calendar_tool",
-        # Google Sheets
-        "GoogleSheetsTool": "google_sheets_tool",
-        "read_google_sheet": "google_sheets_tool",
-        # Jira
-        "JiraTool": "jira_tool",
-        "jira_search": "jira_tool",
-        "jira_list_boards": "jira_tool",
-        "jira_get_board": "jira_tool",
-        "jira_get_board_issues": "jira_tool",
-        "jira_get_backlog": "jira_tool",
-        "jira_get_transitions": "jira_tool",
-        "jira_move_issue": "jira_tool",
-        "jira_create_task": "jira_tool",
-        "jira_watch_issue": "jira_watch_tool",
-        "jira_watch_project": "jira_watch_tool",
-        "jira_get_issue_info": "jira_watch_tool",
-        "jira_search_issues": "jira_watch_tool",
-        "jira_tools": "jira_watch_tool",
-        # Trello
-        "TrelloTool": "trello_tool",
-        "list_trello_boards": "trello_tool",
-        # YFinance
-        "YFinanceTool": "yfinance_tool",
-        "get_stock_price": "yfinance_tool",
-        # Pinecone
-        "PineconeTool": "pinecone_tool",
-        "pinecone_query": "pinecone_tool",
-        # Qdrant
-        "QdrantTool": "qdrant_tool",
-        "qdrant_search": "qdrant_tool",
-        # Chroma
-        "ChromaTool": "chroma_tool",
-        "chroma_query": "chroma_tool",
-        # HackerNews
-        "HackerNewsTool": "hackernews_tool",
-        "get_hackernews_top": "hackernews_tool",
-        # Twilio
-        "TwilioTool": "twilio_tool",
-        "send_sms": "twilio_tool",
-        # Spotify
-        "SpotifyTool": "spotify_tool",
-        "spotify_search": "spotify_tool",
-        # Linear
-        "LinearTool": "linear_tool",
-        "list_linear_issues": "linear_tool",
-        # Crawl4AI
-        "Crawl4AITool": "crawl4ai_tool",
-        "crawl4ai_crawl": "crawl4ai_tool",
-        # Exa
-        "ExaTool": "exa_tool",
-        "exa_search": "exa_tool",
-        # DuckDB
-        "DuckDBTool": "duckdb_tool",
-        "duckdb_query": "duckdb_tool",
-        # Neo4j
-        "Neo4jTool": "neo4j_tool",
-        "neo4j_query": "neo4j_tool",
-        # Weaviate
-        "WeaviateTool": "weaviate_tool",
-        "weaviate_search": "weaviate_tool",
-        # LanceDB
-        "LanceDBTool": "lancedb_tool",
-        "lancedb_search": "lancedb_tool",
-        # Supabase
-        "SupabaseTool": "supabase_tool",
-        "supabase_select": "supabase_tool",
-        # Milvus
-        "MilvusTool": "milvus_tool",
-        "milvus_search": "milvus_tool",
-        # Google Maps
-        "GoogleMapsTool": "google_maps_tool",
-        "geocode_address": "google_maps_tool",
-        # Zendesk
-        "ZendeskTool": "zendesk_tool",
-        "list_zendesk_tickets": "zendesk_tool",
-        # Shopify
-        "ShopifyTool": "shopify_tool",
-        "list_shopify_products": "shopify_tool",
-        # Brave Search
-        "BraveSearchTool": "brave_search_tool",
-        "brave_search": "brave_search_tool",
-        # PubMed
-        "PubMedTool": "pubmed_tool",
-        "pubmed_search": "pubmed_tool",
-        # SerpAPI
-        "SerpAPITool": "serpapi_tool",
-        "serpapi_search": "serpapi_tool",
-        # SearxNG
-        "SearxNGTool": "searxng_tool",
-        "searxng_search": "searxng_tool",
-        # LinkUp
-        "LinkUpTool": "linkup_tool",
-        "linkup_search": "linkup_tool",
-        # Baidu Search
-        "BaiduSearchTool": "baidu_search_tool",
-        "baidu_search": "baidu_search_tool",
-        # Valyu
-        "ValyuTool": "valyu_tool",
-        "valyu_search": "valyu_tool",
-        # Gmail
-        "GmailTool": "gmail_tool",
-        "list_gmail_emails": "gmail_tool",
-        "gmail_archive_email": "gmail_tool",
-        "gmail_label_email": "gmail_tool",
-        "gmail_mark_read": "gmail_tool",
-        "gmail_draft_email": "gmail_tool",
-        "gmail_trash_email": "gmail_tool",
-        # Outlook
-        "OutlookTool": "outlook_tool",
-        "outlook_list_emails": "outlook_tool",
-        "outlook_send_email": "outlook_tool",
-        "outlook_search_emails": "outlook_tool",
-        "outlook_archive_email": "outlook_tool",
-        "outlook_draft_email": "outlook_tool",
-        # WhatsApp
-        "WhatsAppTool": "whatsapp_tool",
-        "send_whatsapp_message": "whatsapp_tool",
-        # Signal
-        "SignalTool": "signal_tool",
-        "send_signal_message": "signal_tool",
-        "check_signal_connection": "signal_tool",
-        # LINE
-        "LineTool": "line_tool",
-        "send_line_message": "line_tool",
-        "broadcast_line_message": "line_tool",
-        # iMessage
-        "iMessageTool": "imessage_tool",
-        "send_imessage": "imessage_tool",
-        "check_imessage_availability": "imessage_tool",
-        # Zoom
-        "ZoomTool": "zoom_tool",
-        "list_zoom_meetings": "zoom_tool",
-        # Webex
-        "WebexTool": "webex_tool",
-        "list_webex_rooms": "webex_tool",
-        # X (Twitter)
-        "XTool": "x_tool",
-        "post_to_x": "x_tool",
-        # Newspaper
-        "NewspaperTool": "newspaper_tool",
-        "extract_article": "newspaper_tool",
-        # Trafilatura
-        "TrafilaturaTool": "trafilatura_tool",
-        "trafilatura_extract": "trafilatura_tool",
-        # Spider
-        "SpiderTool": "spider_tool",
-        "spider_crawl": "spider_tool",
-        # BrowserBase
-        "BrowserBaseTool": "browserbase_tool",
-        "browserbase_scrape": "browserbase_tool",
-        # BrightData
-        "BrightDataTool": "brightdata_tool",
-        "brightdata_scrape": "brightdata_tool",
-        # Oxylabs
-        "OxylabsTool": "oxylabs_tool",
-        "oxylabs_scrape": "oxylabs_tool",
-        # ScrapeGraph
-        "ScrapeGraphTool": "scrapegraph_tool",
-        "scrapegraph_scrape": "scrapegraph_tool",
-        # AgentQL
-        "AgentQLTool": "agentql_tool",
-        "agentql_query": "agentql_tool",
-        # DynamoDB
-        "DynamoDBTool": "dynamodb_tool",
-        "dynamodb_scan": "dynamodb_tool",
-        # Firestore
-        "FirestoreTool": "firestore_tool",
-        "firestore_list": "firestore_tool",
-        # GCS
-        "GCSTool": "gcs_tool",
-        "gcs_list_objects": "gcs_tool",
-        # BigQuery
-        "BigQueryTool": "bigquery_tool",
-        "bigquery_query": "bigquery_tool",
-        # SingleStore
-        "SingleStoreTool": "singlestore_tool",
-        "singlestore_query": "singlestore_tool",
-        # SurrealDB
-        "SurrealDBTool": "surrealdb_tool",
-        "surrealdb_query": "surrealdb_tool",
-        # CSV
-        "CSVTool": "csv_tool",
-        "read_csv": "csv_tool",
-        # Pandas
-        "PandasTool": "pandas_tool",
-        "pandas_read_csv": "pandas_tool",
-        # Redshift
-        "RedshiftTool": "redshift_tool",
-        "redshift_query": "redshift_tool",
-        # ElevenLabs
-        "ElevenLabsTool": "elevenlabs_tool",
-        "elevenlabs_speak": "elevenlabs_tool",
-        "elevenlabs_speak_to_file": "elevenlabs_tool",
-        "elevenlabs_list_voices": "elevenlabs_tool",
-        "elevenlabs_get_voice": "elevenlabs_tool",
-        "elevenlabs_list_models": "elevenlabs_tool",
-        "elevenlabs_get_history": "elevenlabs_tool",
-        "elevenlabs_get_user_info": "elevenlabs_tool",
-        # Replicate
-        "ReplicateTool": "replicate_tool",
-        "replicate_run": "replicate_tool",
-        # Fal
-        "FalTool": "fal_tool",
-        "fal_run": "fal_tool",
-        # Giphy
-        "GiphyTool": "giphy_tool",
-        "giphy_search": "giphy_tool",
-        # Apify
-        "ApifyTool": "apify_tool",
-        "apify_run_actor": "apify_tool",
-        # Airflow
-        "AirflowTool": "airflow_tool",
-        "list_airflow_dags": "airflow_tool",
-        # AWS Lambda
-        "AWSLambdaTool": "aws_lambda_tool",
-        "invoke_lambda": "aws_lambda_tool",
-        # AWS SES
-        "AWSSESTool": "aws_ses_tool",
-        "ses_send_email": "aws_ses_tool",
-        # Resend
-        "ResendTool": "resend_tool",
-        "resend_send_email": "resend_tool",
-        # ClickUp
-        "ClickUpTool": "clickup_tool",
-        "clickup_list_tasks": "clickup_tool",
-        # Confluence
-        "ConfluenceTool": "confluence_tool",
-        "confluence_search": "confluence_tool",
-        # Todoist
-        "TodoistTool": "todoist_tool",
-        "todoist_list_tasks": "todoist_tool",
-        # Bitbucket
-        "BitbucketTool": "bitbucket_tool",
-        "bitbucket_list_repos": "bitbucket_tool",
-        # OpenBB
-        "OpenBBTool": "openbb_tool",
-        "openbb_stock": "openbb_tool",
-        # E2B
-        "E2BTool": "e2b_tool",
-        "e2b_run_code": "e2b_tool",
-        # Sleep
-        "SleepTool": "sleep_tool",
-        "sleep_wait": "sleep_tool",
-        # Python
-        "PythonTool": "python_tool",
-        "python_execute": "python_tool",
-        # Capsule
-        "CapsuleTool": "capsule_tool",
-        "capsule_run_code": "capsule_tool",
-        # Mem0
-        "Mem0Tool": "mem0_tool",
-        "mem0_add": "mem0_tool",
-        # PGVector
-        "PGVectorTool": "pgvector_tool",
-        "pgvector_search": "pgvector_tool",
-        # Cassandra
-        "CassandraTool": "cassandra_tool",
-        "cassandra_query": "cassandra_tool",
-        # ClickHouse
-        "ClickHouseTool": "clickhouse_tool",
-        "clickhouse_query": "clickhouse_tool",
-        # Upstash
-        "UpstashTool": "upstash_tool",
-        "upstash_get": "upstash_tool",
-        # Couchbase
-        "CouchbaseTool": "couchbase_tool",
-        "couchbase_get": "couchbase_tool",
-        # Google Drive
-        "GoogleDriveTool": "google_drive_tool",
-        "list_drive_files": "google_drive_tool",
-        # LumaLabs
-        "LumaLabsTool": "lumalabs_tool",
-        "lumalabs_generate": "lumalabs_tool",
-        # Langextract
-        "LangExtractTool": "langextract_tool",
-        "langextract_extract": "langextract_tool",
-        "langextract_render_file": "langextract_tool",
-# HeyGen
-        "HeyGenTool": "heygen_tool",
-        "heygen_list_avatars": "heygen_tool",
-        "heygen_list_avatar_groups": "heygen_tool",
-        "heygen_list_group_avatars": "heygen_tool",
-        "heygen_get_avatar_details": "heygen_tool",
-        "heygen_list_voices": "heygen_tool",
-        "heygen_list_voice_locales": "heygen_tool",
-        "heygen_generate_video": "heygen_tool",
-        "heygen_generate_video_with_audio": "heygen_tool",
-        "heygen_upload_asset": "heygen_tool",
-        "heygen_video_status": "heygen_tool",
-        "heygen_wait_for_video": "heygen_tool",
-        "heygen_list_videos": "heygen_tool",
-        "heygen_delete_video": "heygen_tool",
-        "heygen_list_assets": "heygen_tool",
-        "heygen_delete_asset": "heygen_tool",
-        "heygen_get_remaining_quota": "heygen_tool",
-        "heygen_get_user_info": "heygen_tool",
-        "heygen_list_templates": "heygen_tool",
-        "heygen_generate_from_template": "heygen_tool",
-        "heygen_translate_video": "heygen_tool",
-# Higgsfield
-        "HiggsfieldTool": "higgsfield_tool",
-        "higgsfield_generate": "higgsfield_tool",
-        "higgsfield_status": "higgsfield_tool",
-        "higgsfield_upload": "higgsfield_tool",
-        # OpenCV
-        "OpenCVTool": "opencv_tool",
-        "opencv_resize": "opencv_tool",
-        # CalCom
-        "CalComTool": "calcom_tool",
-        "calcom_list_bookings": "calcom_tool",
-        # Cartesia
-        "CartesiaTool": "cartesia_tool",
-        "cartesia_speak": "cartesia_tool",
-        # Brandfetch
-        "BrandfetchTool": "brandfetch_tool",
-        "brandfetch_get_brand": "brandfetch_tool",
-        # Daytona
-        "DaytonaTool": "daytona_tool",
-        "daytona_list_workspaces": "daytona_tool",
-        # Composio
-        "ComposioTool": "composio_tool",
-        "ComposioTools": "composio_tool",
-        "composio_execute": "composio_tool",
-        "composio_tools": "composio_tool",
-        "composio_list_apps": "composio_tool",
-        # JSON
-        "JSONTool": "json_tool",
-        "read_json": "json_tool",
-        # Zep
-        "ZepTool": "zep_tool",
-        "zep_add_memory": "zep_tool",
-        # WebBrowser
-        "WebBrowserTool": "webbrowser_tool",
-        "webbrowser_get_page": "webbrowser_tool",
-        # WebTools
-        "WebToolsTool": "webtools_tool",
-        "webtools_fetch": "webtools_tool",
-        # LocalFileSystem
-        "LocalFileSystemTool": "local_filesystem_tool",
-        "list_local_directory": "local_filesystem_tool",
-        # Knowledge
-        "KnowledgeTool": "knowledge_tool",
-        "knowledge_search": "knowledge_tool",
-        # Visualization
-        "VisualizationTool": "visualization_tool",
-        "create_bar_chart": "visualization_tool",
-        "SQLiteVectorTool": "sqlite_vector_tool",
-        "sqlite_vector_query": "sqlite_vector_tool",
-        "sqlite_vector_add": "sqlite_vector_tool",
-        # WordPress
-        "WordPressTool": "wordpress_tool",
-        "check_wp_duplicate": "wordpress_tool",
-        "create_wp_post": "wordpress_tool",
-        # Marketplace Tools
-        "PinchworkTool": "pinchwork_tool",
-        "pinchwork_delegate": "pinchwork_tool",
-        "AgentIDTool": "agentid_tool",
-        "verify_agent_identity": "agentid_tool",
-        "JoyTrustTool": "joy_trust_tool",
-        "check_trust_score": "joy_trust_tool",
-        "verify_handoff_safety": "joy_trust_tool",
-        "trust_verified_handoff": "joy_trust_tool",
-        "is_trust_verification_enabled": "joy_trust_tool",
-        "get_trust_config": "joy_trust_tool",
-        "AgentFolioTool": "agentfolio_tool",
-        "check_behavioral_trust": "agentfolio_tool",
-        "verify_task_delegation_safety": "agentfolio_tool",
-        # LinkedIn
-        "LinkedInTool": "linkedin_tool",
-        "linkedin_post_text": "linkedin_tool",
-        "linkedin_post_image": "linkedin_tool",
-        "linkedin_post_article": "linkedin_tool",
-        "linkedin_get_profile": "linkedin_tool",
-        "linkedin_delete_post": "linkedin_tool",
-        # Facebook
-        "FacebookTool": "facebook_tool",
-        "facebook_post_text": "facebook_tool",
-        "facebook_post_image": "facebook_tool",
-        "facebook_post_link": "facebook_tool",
-        "facebook_post_video": "facebook_tool",
-        "facebook_get_page_info": "facebook_tool",
-        "facebook_delete_post": "facebook_tool",
-        # Instagram
-        "InstagramTool": "instagram_tool",
-        "instagram_post_image": "instagram_tool",
-        "instagram_post_carousel": "instagram_tool",
-        "instagram_post_reel": "instagram_tool",
-        "instagram_get_media": "instagram_tool",
-        "instagram_get_account_info": "instagram_tool",
-        # TikTok
-        "TikTokTool": "tiktok_tool",
-        "tiktok_post_video": "tiktok_tool",
-        "tiktok_post_photo": "tiktok_tool",
-        "tiktok_get_creator_info": "tiktok_tool",
-        "tiktok_get_post_status": "tiktok_tool",
-        # Threads
-        "ThreadsTool": "threads_tool",
-        "threads_post_text": "threads_tool",
-        "threads_post_image": "threads_tool",
-        "threads_post_video": "threads_tool",
-        "threads_get_threads": "threads_tool",
-        "threads_get_profile": "threads_tool",
-        # Pinterest
-        "PinterestTool": "pinterest_tool",
-        "pinterest_create_pin": "pinterest_tool",
-        "pinterest_list_boards": "pinterest_tool",
-        "pinterest_get_pin": "pinterest_tool",
-        "pinterest_delete_pin": "pinterest_tool",
-        "pinterest_get_account_info": "pinterest_tool",
-        # Medium
-        "MediumTool": "medium_tool",
-        "medium_publish_post": "medium_tool",
-        "medium_get_user": "medium_tool",
-        "medium_list_publications": "medium_tool",
-        "medium_publish_to_publication": "medium_tool",
-        # n8n Tools
-        "N8nWorkflowTool": "praisonai_tools.n8n.n8n_workflow",
-        "n8n_workflow": "praisonai_tools.n8n.n8n_workflow",
-        "n8n_list_workflows": "praisonai_tools.n8n.n8n_workflow",
-        # NEXUS Prediction Market Tool
-        "NexusPredictionMarketTool": "nexus_prediction_market_tool",
-        "nexus_prediction_market_tool": "nexus_prediction_market_tool",
-        # Inkog Security Tool
-        "InkogTool": "inkog_tool",
-        "scan_agent_code": "inkog_tool",
-        "scan_skill_package": "inkog_tool",
-        "scan_mcp_server": "inkog_tool",
-    }
-
-    if name in tool_map:
-        module_name = tool_map[name]
-        from importlib import import_module
-        
-        # Handle absolute module paths (e.g., praisonai_tools.n8n.n8n_workflow)
-        if module_name.startswith("praisonai_tools."):
-            module = import_module(module_name)
-        else:
-            # Handle relative module paths within tools package
-            module = import_module(f".{module_name}", __package__)
-        
-        return getattr(module, name)
-
-    raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
-
-__all__ = [
-    # Base classes
+# Symbols exported eagerly above (base classes + decorator helpers).
+_BASE_EXPORTS = [
     "BaseTool",
     "ToolResult",
     "ToolValidationError",
     "validate_tool",
-    # Decorator
     "tool",
     "FunctionTool",
     "is_tool",
     "get_tool_schema",
-    # Email Tool
-    "EmailTool",
-    "send_email",
-    "read_emails",
-    "search_emails",
-    # Slack Tool
-    "SlackTool",
-    "send_slack_message",
-    "get_slack_channels",
-    "get_slack_history",
-    # Discord Tool
-    "DiscordTool",
-    "send_discord_webhook",
-    "send_discord_message",
-    # GitHub Tool
-    "GitHubTool",
-    "search_github_repos",
-    "get_github_repo",
-    "create_github_issue",
-    # Image Tool
-    "ImageTool",
-    "generate_image",
-    # Weather Tool
-    "WeatherTool",
-    "get_weather",
-    "get_forecast",
-    "get_air_quality",
-    # YouTube Tool
-    "YouTubeTool",
-    "search_youtube",
-    "get_youtube_video",
-    "get_youtube_transcript",
-    # TTS Tool
-    "TTSTool",
-    "text_to_speech",
-    "list_tts_voices",
-    # Telegram Tool
-    "TelegramTool",
-    "send_telegram_message",
-    # Notion Tool
-    "NotionTool",
-    "search_notion",
-    "create_notion_page",
-    # PostgreSQL Tool
-    "PostgresTool",
-    "query_postgres",
-    "list_postgres_tables",
-    # Reddit Tool
-    "RedditTool",
-    "search_reddit",
-    "get_reddit_hot",
-    # Docker Tool
-    "DockerTool",
-    "list_docker_containers",
-    "run_docker_container",
-    # MySQL Tool
-    "MySQLTool",
-    "query_mysql",
-    # SQLite Tool
-    "SQLiteTool",
-    "query_sqlite",
-    # MongoDB Tool
-    "MongoDBTool",
-    "query_mongodb",
-    # Redis Tool
-    "RedisTool",
-    "redis_get",
-    "redis_set",
-    # DuckDuckGo Tool
-    "DuckDuckGoTool",
-    "duckduckgo_search",
-    # Tavily Tool
-    "TavilyTool",
-    "tavily_search",
-    "tavily_extract",
-    # Wikipedia Tool
-    "WikipediaTool",
-    "wikipedia_search",
-    # ArXiv Tool
-    "ArxivTool",
-    "arxiv_search",
-    # SwarmScore Tool
-    "SwarmScoreTool",
-    "load_swarmscore_by_slug",
-    "verify_swarmscore_freshness",
-    "get_agent_discovery_manifest",
-    # Calculator Tool
-    "CalculatorTool",
-    "calculate",
-    # Shell Tool
-    "ShellTool",
-    "shell_execute",
-    # File Tool
-    "FileTool",
-    "read_file",
-    "write_file",
-    # Firecrawl Tool
-    "FirecrawlTool",
-    "firecrawl_scrape",
-    "firecrawl_search",
-    # Serper Tool
-    "SerperTool",
-    "serper_search",
-    # Jina Tool
-    "JinaTool",
-    "jina_read",
-    # Google Calendar Tool
-    "GoogleCalendarTool",
-    "list_calendar_events",
-    # Google Sheets Tool
-    "GoogleSheetsTool",
-    "read_google_sheet",
-    # Jira Tool
-    "JiraTool",
-    "jira_search",
-    "jira_list_boards",
-    "jira_get_board",
-    "jira_get_board_issues",
-    "jira_get_backlog",
-    "jira_get_transitions",
-    "jira_move_issue",
-    "jira_create_task",
-    "jira_watch_issue",
-    "jira_watch_project",
-    "jira_get_issue_info",
-    "jira_search_issues",
-    "jira_tools",
-    # Trello Tool
-    "TrelloTool",
-    "list_trello_boards",
-    # YFinance Tool
-    "YFinanceTool",
-    "get_stock_price",
-    # Pinecone Tool
-    "PineconeTool",
-    "pinecone_query",
-    # Qdrant Tool
-    "QdrantTool",
-    "qdrant_search",
-    # Chroma Tool
-    "ChromaTool",
-    "chroma_query",
-    # HackerNews Tool
-    "HackerNewsTool",
-    "get_hackernews_top",
-    # Twilio Tool
-    "TwilioTool",
-    "send_sms",
-    # Spotify Tool
-    "SpotifyTool",
-    "spotify_search",
-    # Linear Tool
-    "LinearTool",
-    "list_linear_issues",
-    # Crawl4AI Tool
-    "Crawl4AITool",
-    "crawl4ai_crawl",
-    # Exa Tool
-    "ExaTool",
-    "exa_search",
-    # DuckDB Tool
-    "DuckDBTool",
-    "duckdb_query",
-    # Neo4j Tool
-    "Neo4jTool",
-    "neo4j_query",
-    # Weaviate Tool
-    "WeaviateTool",
-    "weaviate_search",
-    # LanceDB Tool
-    "LanceDBTool",
-    "lancedb_search",
-    # Supabase Tool
-    "SupabaseTool",
-    "supabase_select",
-    # Milvus Tool
-    "MilvusTool",
-    "milvus_search",
-    # Google Maps Tool
-    "GoogleMapsTool",
-    "geocode_address",
-    # Zendesk Tool
-    "ZendeskTool",
-    "list_zendesk_tickets",
-    # Shopify Tool
-    "ShopifyTool",
-    "list_shopify_products",
-    # SQLite Vector Store (zero deps)
-    "SQLiteVectorTool",
-    "sqlite_vector_query",
-    "sqlite_vector_add",
-    # WordPress Tool (requires praisonaiwp)
-    "WordPressTool",
-    "check_wp_duplicate",
-    "create_wp_post",
-# HeyGen Tool
-    "HeyGenTool",
-    "heygen_list_avatars",
-    "heygen_list_avatar_groups",
-    "heygen_list_group_avatars",
-    "heygen_get_avatar_details",
-    "heygen_list_voices",
-    "heygen_list_voice_locales",
-    "heygen_generate_video",
-    "heygen_generate_video_with_audio",
-    "heygen_upload_asset",
-    "heygen_video_status",
-    "heygen_wait_for_video",
-    "heygen_list_videos",
-    "heygen_delete_video",
-    "heygen_list_assets",
-    "heygen_delete_asset",
-    "heygen_get_remaining_quota",
-    "heygen_get_user_info",
-    "heygen_list_templates",
-    "heygen_generate_from_template",
-    "heygen_translate_video",
-    # ElevenLabs Tool
-    "ElevenLabsTool",
-    "elevenlabs_speak",
-    "elevenlabs_speak_to_file",
-    "elevenlabs_list_voices",
-    "elevenlabs_get_voice",
-    "elevenlabs_list_models",
-    "elevenlabs_get_history",
-    "elevenlabs_get_user_info",
-# Higgsfield Tool
-    "HiggsfieldTool",
-    "higgsfield_generate",
-    "higgsfield_status",
-    "higgsfield_upload",
-    # Signal Tool
-    "SignalTool",
-    "send_signal_message",
-    "check_signal_connection",
-    # LINE Tool
-    "LineTool",
-    "send_line_message",
-    "broadcast_line_message",
-    # iMessage Tool
-    "iMessageTool",
-    "send_imessage",
-    "check_imessage_availability",
-    # Gmail Tool (extended)
-    "GmailTool",
-    "list_gmail_emails",
-    "gmail_archive_email",
-    "gmail_label_email",
-    "gmail_mark_read",
-    "gmail_draft_email",
-    "gmail_trash_email",
-    # Outlook Tool
-    "OutlookTool",
-    "outlook_list_emails",
-    "outlook_send_email",
-    "outlook_search_emails",
-    "outlook_archive_email",
-    "outlook_draft_email",
-    # Marketplace Tools
-    "PinchworkTool",
-    "pinchwork_delegate",
-    "AgentIDTool",
-    "verify_agent_identity",
-    "JoyTrustTool",
-    "check_trust_score",
-    "verify_handoff_safety",
-    "trust_verified_handoff",
-    "is_trust_verification_enabled",
-    "get_trust_config",
-    "AgentFolioTool",
-    "check_behavioral_trust",
-    "verify_task_delegation_safety",
-    # LinkedIn Tool
-    "LinkedInTool",
-    "linkedin_post_text",
-    "linkedin_post_image",
-    "linkedin_post_article",
-    "linkedin_get_profile",
-    "linkedin_delete_post",
-    # Facebook Tool
-    "FacebookTool",
-    "facebook_post_text",
-    "facebook_post_image",
-    "facebook_post_link",
-    "facebook_post_video",
-    "facebook_get_page_info",
-    "facebook_delete_post",
-    # Instagram Tool
-    "InstagramTool",
-    "instagram_post_image",
-    "instagram_post_carousel",
-    "instagram_post_reel",
-    "instagram_get_media",
-    "instagram_get_account_info",
-    # TikTok Tool
-    "TikTokTool",
-    "tiktok_post_video",
-    "tiktok_post_photo",
-    "tiktok_get_creator_info",
-    "tiktok_get_post_status",
-    # Threads Tool
-    "ThreadsTool",
-    "threads_post_text",
-    "threads_post_image",
-    "threads_post_video",
-    "threads_get_threads",
-    "threads_get_profile",
-    # Pinterest Tool
-    "PinterestTool",
-    "pinterest_create_pin",
-    "pinterest_list_boards",
-    "pinterest_get_pin",
-    "pinterest_delete_pin",
-    "pinterest_get_account_info",
-    # Medium Tool
-    "MediumTool",
-    "medium_publish_post",
-    "medium_get_user",
-    "medium_list_publications",
-    "medium_publish_to_publication",
-    # n8n Tool
-    "N8nWorkflowTool",
-    "n8n_workflow",
-    "n8n_list_workflows",
-    # Langextract Tool
-    "LangExtractTool",
-    "langextract_extract",
-    "langextract_render_file",
-    # NEXUS Prediction Market Tool
-    "NexusPredictionMarketTool",
-    "nexus_prediction_market_tool",
-    # Inkog Security Tool
-    "InkogTool",
-    "scan_agent_code",
-    "scan_skill_package",
-    "scan_mcp_server",
 ]
+
+# Build the discovery manifest once at import time. This only reads/parses
+# source files (via AST) - it does NOT import any tool module, so lazy loading
+# of heavy optional dependencies is preserved.
+_TOOL_MANIFEST, _COLLISIONS = build_manifest(os.path.dirname(__file__))
+
+# Backward-compatible alias. The catalogue/discovery contract in
+# ``praisonai_tools.catalogue`` enumerates shipped tools via ``_TOOL_MAP``
+# (name -> module). It is now derived from the auto-discovered manifest so the
+# two can never drift apart.
+_TOOL_MAP = _TOOL_MANIFEST
+
+
+
+def __getattr__(name):
+    """Lazily import a discovered tool symbol on first access."""
+    module_name = _TOOL_MANIFEST.get(name)
+    if module_name is not None:
+        from importlib import import_module
+
+        if module_name.startswith("praisonai_tools."):
+            module = import_module(module_name)
+        else:
+            module = import_module(f".{module_name}", __package__)
+        return getattr(module, name)
+
+    raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
+
+
+def __dir__():
+    return sorted(set(_BASE_EXPORTS) | set(_TOOL_MANIFEST))
+
+
+# ``__all__`` is derived from the same manifest as ``__getattr__`` so the two
+# can never drift apart.
+__all__ = sorted(set(_BASE_EXPORTS) | set(_TOOL_MANIFEST))

praisonai_tools/tools/_discovery.py

@@ -0,0 +1,208 @@
+"""Automatic tool discovery for praisonai_tools.tools.
+
+Builds a ``name -> module`` manifest by scanning the source of every tool
+module in this package *without importing it*. Public top-level classes and
+functions (names not starting with ``_``) become part of the public surface.
+
+This preserves the per-symbol lazy import behaviour of the old hand-maintained
+``tool_map`` while eliminating the three-place bookkeeping (the map plus two
+``__all__`` blocks) that previously had to stay in lock-step. Adding a tool is
+now just adding one module under ``praisonai_tools/tools/``.
+"""
+
+from __future__ import annotations
+
+import ast
+import json
+import logging
+import os
+from typing import Dict, List, Tuple
+
+logger = logging.getLogger(__name__)
+
+# Cache file name written alongside the tools package. Bumping ``_CACHE_VERSION``
+# invalidates all previously written caches after a discovery-format change.
+_CACHE_VERSION = 1
+_CACHE_FILENAME = f"._discovery_cache_v{_CACHE_VERSION}.json"
+
+# Modules in *this* package directory that are infrastructure, not tools.
+# Their public symbols are exported explicitly by ``tools/__init__.py`` and
+# must not be treated as discovered tools.
+_SKIP_MODULES = {"__init__", "base", "decorator", "_discovery"}
+
+# Tools that physically live outside ``praisonai_tools/tools/`` but have always
+# been importable from it. Maps public symbol -> absolute module path.
+_EXTERNAL_SYMBOLS: Dict[str, str] = {
+    "N8nWorkflowTool": "praisonai_tools.n8n.n8n_workflow",
+    "n8n_workflow": "praisonai_tools.n8n.n8n_workflow",
+    "n8n_list_workflows": "praisonai_tools.n8n.n8n_workflow",
+}
+
+
+def _extract_all(tree: ast.Module) -> List[str] | None:
+    """Return the names listed in a module-level ``__all__``, if declared.
+
+    Only literal string entries are honoured. Returns ``None`` when the module
+    does not declare ``__all__`` at the top level.
+    """
+    for node in tree.body:
+        if isinstance(node, ast.Assign):
+            targets = node.targets
+        elif isinstance(node, ast.AnnAssign) and node.value is not None:
+            targets = [node.target]
+        else:
+            continue
+        for target in targets:
+            if isinstance(target, ast.Name) and target.id == "__all__":
+                if isinstance(node.value, (ast.List, ast.Tuple, ast.Set)):
+                    names: List[str] = []
+                    for elt in node.value.elts:
+                        if isinstance(elt, ast.Constant) and isinstance(elt.value, str):
+                            names.append(elt.value)
+                    return names
+    return None
+
+
+def _iter_public_symbols(source: str, module_name: str = "<unknown>") -> List[str]:
+    """Return the public top-level symbol names exported by ``source``.
+
+    Uses AST parsing so the module body is never executed (its heavy/optional
+    dependencies are not imported at discovery time).
+
+    Resolution order:
+    1. If the module declares ``__all__``, honour it verbatim (author intent).
+       This lets a module opt its module-level re-export aliases into the public
+       surface (e.g. ``read_yaml = _yaml_tools.read_yaml``) or, conversely,
+       narrow what is exported.
+    2. Otherwise, collect public top-level classes and functions. Bare
+       assignment aliases are intentionally *not* auto-exported without an
+       explicit ``__all__``: several ``*_tools.py`` modules bind the same
+       helper names (``read_csv``/``read_excel``/…) that would otherwise
+       collide across modules and were never part of the historical public API.
+    """
+    try:
+        tree = ast.parse(source)
+    except SyntaxError as exc:  # pragma: no cover - defensive
+        logger.warning(
+            "Tool discovery: could not parse %r (%s); its tools will not be "
+            "discoverable. Fix the syntax error to restore them.",
+            module_name, exc,
+        )
+        return []
+
+    explicit = _extract_all(tree)
+    if explicit is not None:
+        return [name for name in explicit if not name.startswith("_")]
+
+    symbols: List[str] = []
+    for node in tree.body:
+        if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
+            if not node.name.startswith("_"):
+                symbols.append(node.name)
+    return symbols
+
+
+def _fingerprint(package_dir: str) -> str:
+    """Cheap directory fingerprint used to validate the discovery cache.
+
+    Reflects the set of ``.py`` files and their size/mtime, so any edit,
+    addition, or removal of a tool module invalidates the cache (keeping
+    discovery fully automatic) without re-parsing on every import.
+    """
+    parts: List[str] = [f"v{_CACHE_VERSION}"]
+    for filename in sorted(os.listdir(package_dir)):
+        if not filename.endswith(".py"):
+            continue
+        try:
+            st = os.stat(os.path.join(package_dir, filename))
+        except OSError:  # pragma: no cover - defensive
+            continue
+        parts.append(f"{filename}:{st.st_size}:{st.st_mtime_ns}")
+    return "|".join(parts)
+
+
+def build_manifest(package_dir: str) -> Tuple[Dict[str, str], Dict[str, List[str]]]:
+    """Return the discovery manifest for ``package_dir``, using a disk cache.
+
+    The manifest is expensive to compute (it AST-parses every tool module), so
+    the result is memoised in a small JSON file next to the package and reused
+    while the directory fingerprint is unchanged. The cache is best-effort:
+    any read/write/validation failure falls back to a live scan, so behaviour
+    is always correct even on read-only installs.
+    """
+    cache_path = os.path.join(package_dir, _CACHE_FILENAME)
+    fingerprint = _fingerprint(package_dir)
+
+    try:
+        with open(cache_path, "r", encoding="utf-8") as fh:
+            cached = json.load(fh)
+        if cached.get("fingerprint") == fingerprint:
+            return cached["manifest"], cached["collisions"]
+    except (OSError, ValueError, KeyError):
+        pass  # No/invalid cache -> scan below.
+
+    manifest, collisions = _scan_manifest(package_dir)
+
+    try:
+        tmp_path = f"{cache_path}.{os.getpid()}.tmp"
+        with open(tmp_path, "w", encoding="utf-8") as fh:
+            json.dump(
+                {
+                    "fingerprint": fingerprint,
+                    "manifest": manifest,
+                    "collisions": collisions,
+                },
+                fh,
+            )
+        os.replace(tmp_path, cache_path)
+    except OSError:  # pragma: no cover - read-only install, cache disabled.
+        pass
+
+    return manifest, collisions
+
+
+def _scan_manifest(package_dir: str) -> Tuple[Dict[str, str], Dict[str, List[str]]]:
+    """AST-scan ``package_dir`` and build the discovery manifest.
+
+    Returns a tuple ``(manifest, collisions)`` where ``manifest`` maps each
+    public symbol name to the module it should be imported from, and
+    ``collisions`` maps any symbol defined in more than one module to the list
+    of modules that define it (first one wins in the manifest).
+    """
+    manifest: Dict[str, str] = {}
+    collisions: Dict[str, List[str]] = {}
+
+    for filename in sorted(os.listdir(package_dir)):
+        if not filename.endswith(".py"):
+            continue
+        module_name = filename[:-3]
+        # Skip infrastructure modules and any private (underscore-prefixed)
+        # module so internal/experimental code does not leak into the public
+        # surface by convention.
+        if module_name in _SKIP_MODULES or module_name.startswith("_"):
+            continue
+
+        path = os.path.join(package_dir, filename)
+        try:
+            with open(path, "r", encoding="utf-8") as fh:
+                source = fh.read()
+        except OSError:  # pragma: no cover - defensive
+            continue
+
+        for symbol in _iter_public_symbols(source, module_name):
+            if symbol in manifest and manifest[symbol] != module_name:
+                collisions.setdefault(symbol, [manifest[symbol]])
+                collisions[symbol].append(module_name)
+                logger.warning(
+                    "Tool discovery: symbol %r defined in both %r and %r; "
+                    "keeping %r. Rename one to avoid shadowing.",
+                    symbol, manifest[symbol], module_name, manifest[symbol],
+                )
+                continue
+            manifest[symbol] = module_name
+
+    # External tools that live in sibling packages but are re-exported here.
+    for symbol, module in _EXTERNAL_SYMBOLS.items():
+        manifest.setdefault(symbol, module)
+
+    return manifest, collisions

praisonai_tools/tools/agentfolio_tool.py

@@ -261,7 +261,17 @@ def check_behavioral_trust(
     min_trust_score: float = 50.0,
     organization_filter: Optional[str] = None
 ) -> Dict[str, Any]:
-    """Check an agent's behavioral trust score across organizations using SATP protocol."""
+    """Check an agent's behavioral trust score across organizations using SATP protocol.
+
+    Args:
+        agent_name: Name/identifier of the agent to check.
+        task_class: Type of task for scoped trust (e.g., "code_review").
+        min_trust_score: Minimum trust score threshold (0-100, default: 50.0).
+        organization_filter: Optional filter for specific organization history.
+
+    Returns:
+        Dictionary with behavioral trust data.
+    """
     return AgentFolioTool().check_behavioral_trust(
         agent_name=agent_name,
         task_class=task_class,
@@ -276,7 +286,17 @@ def verify_task_delegation_safety(
     task_description: str,
     required_trust_level: float = 70.0
 ) -> Dict[str, Any]:
-    """Comprehensive safety check before delegating tasks using all trust layers."""
+    """Comprehensive safety check before delegating tasks using all trust layers.
+
+    Args:
+        agent_name: Name/identifier of the agent to check.
+        task_class: Type of task for scoped trust (e.g., "code_review").
+        task_description: Natural-language description of the task to delegate.
+        required_trust_level: Minimum trust level required (0-100, default: 70.0).
+
+    Returns:
+        Dictionary with safety assessment and recommendations.
+    """
     return AgentFolioTool().verify_delegation_safety(
         agent_name=agent_name,
         task_class=task_class,

praisonai_tools/tools/agentid_tool.py

@@ -130,5 +130,15 @@ class AgentIDTool(BaseTool):
 
 
 def verify_agent_identity(agent_url: str) -> Dict[str, Any]:
-    """Verify an external agent's identity using AgentID certificates."""
+    """Verify an external agent's identity using AgentID certificates.
+
+    Args:
+        agent_url: URL of the agent to verify.
+
+    Returns:
+        Dictionary with verification result. Always includes ``verified``,
+        ``trust_score``, ``certificate``, ``agent_url`` and ``error``.
+        Successful verifications also include a ``timestamp`` field; failures
+        populate ``error`` with a human-readable message.
+    """
     return AgentIDTool().verify(agent_url=agent_url)

praisonai_tools/tools/decorator.py

@@ -17,8 +17,51 @@ Usage:
         return [...]
 """
 
+import logging as _logging
+
+
+class _SuppressRegistryNoneWarning(_logging.Filter):
+    """Drop the benign "Registry is None for tool …" WARNING.
+
+    ``praisonaiagents.tools.decorator`` logs a WARNING for every ``@tool``
+    decorated function when no global tool registry exists yet. On a bare
+    ``import`` (library use, scripts, pytest collection) that is the normal
+    state, not an anomaly - registration happens lazily once an agent/registry
+    comes up. The message fires once per decorated function, so the noise scales
+    with the tool catalogue and is the first thing every consumer sees. We drop
+    only that specific record and leave all other logging untouched.
+    """
+
+    def filter(self, record: _logging.LogRecord) -> bool:
+        return not record.getMessage().startswith("Registry is None for tool")
+
+
+def _silence_registry_none_warning() -> None:
+    """Install the filter so bare imports stay quiet at default log levels.
+
+    The upstream code emits the record via ``logging.warning`` (the root
+    logger), and ``praisonaiagents`` configures a handler on the root logger, so
+    the record surfaces there. We attach the filter to the root logger and its
+    handlers - it only drops the single "Registry is None for tool …" record and
+    passes everything else through, so user logging is unaffected. The proper fix
+    (defer registration / downgrade to debug) belongs in praisonaiagents core.
+    """
+    filt = _SuppressRegistryNoneWarning()
+    root = _logging.getLogger()
+    root.addFilter(filt)
+    for handler in root.handlers:
+        handler.addFilter(filt)
+
+
+# ``praisonaiagents`` configures root logging on import; do it first so its
+# handlers exist, then attach the filter before any module-level ``@tool``
+# decoration runs.
+import praisonaiagents  # noqa: E402,F401  (import for logging side effects only)
+
+_silence_registry_none_warning()
+
 # Import from praisonaiagents - single source of truth
-from praisonaiagents.tools.decorator import (
+from praisonaiagents.tools.decorator import (  # noqa: E402
     tool,
     FunctionTool,
     is_tool,

praisonai_tools/tools/fireflies_tool.py

@@ -0,0 +1,268 @@
+"""Fireflies.ai Tool for PraisonAI Agents.
+
+Curated GraphQL operations over the Fireflies.ai meeting-intelligence API:
+list recent meetings, fetch a transcript, and keyword search.
+
+Design (Option B from the issue): each agent-callable method maps to a small,
+pre-approved GraphQL document rather than letting the LLM craft arbitrary
+queries. This keeps the surface predictable and robust.
+
+Usage:
+    from praisonai_tools import FirefliesTool
+
+    fireflies = FirefliesTool()
+    meetings = fireflies.list_recent_meetings(limit=5)
+    transcript = fireflies.get_transcript(meeting_id="abc123")
+
+Environment Variables:
+    FIREFLIES_API_KEY: Fireflies API key (sent as ``Authorization: Bearer <key>``)
+    FIREFLIES_API_URL: Optional endpoint override (defaults to the public API)
+"""
+
+import os
+import logging
+from typing import Any, Dict, List, Optional, Union
+
+from praisonai_tools.tools.base import BaseTool
+
+logger = logging.getLogger(__name__)
+
+DEFAULT_API_URL = "https://api.fireflies.ai/graphql"
+
+
+class FirefliesTool(BaseTool):
+    """Tool for querying Fireflies.ai meeting intelligence via curated GraphQL."""
+
+    name = "fireflies"
+    description = (
+        "Query Fireflies.ai meeting intelligence: list recent meetings, "
+        "fetch transcripts, and search by keyword."
+    )
+
+    def __init__(
+        self,
+        api_key: Optional[str] = None,
+        api_url: Optional[str] = None,
+    ):
+        self.api_key = api_key or os.getenv("FIREFLIES_API_KEY")
+        self.api_url = api_url or os.getenv("FIREFLIES_API_URL") or DEFAULT_API_URL
+        super().__init__()
+
+    def _graphql(self, query: str, variables: Dict = None) -> Dict:
+        """Execute a curated GraphQL document, returning normalized results.
+
+        Missing credentials are reported distinctly from HTTP auth failures so
+        callers can tell a misconfiguration (no key) apart from a rejected key
+        (401/403).
+        """
+        if not self.api_key:
+            return {"error": "FIREFLIES_API_KEY required"}
+
+        # Never transmit the API key over a plaintext endpoint.
+        if not self.api_url.lower().startswith("https://"):
+            return {"error": "FIREFLIES_API_URL must use HTTPS"}
+
+        try:
+            import requests
+        except ImportError:
+            return {"error": "requests not installed"}
+
+        try:
+            resp = requests.post(
+                self.api_url,
+                headers={
+                    "Authorization": f"Bearer {self.api_key}",
+                    "Content-Type": "application/json",
+                },
+                json={"query": query, "variables": variables or {}},
+                timeout=30,
+            )
+        except Exception as e:
+            return {"error": str(e)}
+
+        if resp.status_code in (401, 403):
+            return {
+                "error": f"Fireflies authentication failed (HTTP {resp.status_code})",
+                "status_code": resp.status_code,
+            }
+        if resp.status_code == 429:
+            retry_after = resp.headers.get("Retry-After") or self._graphql_retry_after(resp)
+            error = {"error": "Fireflies rate limit exceeded", "status_code": 429}
+            if retry_after:
+                error["retry_after"] = retry_after
+            return error
+
+        try:
+            payload = resp.json()
+        except Exception:
+            return {
+                "error": f"Fireflies returned non-JSON response (HTTP {resp.status_code})",
+                "status_code": resp.status_code,
+            }
+
+        if payload.get("errors"):
+            messages = [e.get("message", "unknown error") for e in payload["errors"]]
+            return {"error": "; ".join(messages)}
+        # Surface any remaining HTTP failure instead of letting an error body be
+        # normalized into an empty/missing result by the operation handlers.
+        if resp.status_code >= 400:
+            return {
+                "error": f"Fireflies request failed (HTTP {resp.status_code})",
+                "status_code": resp.status_code,
+            }
+        return payload
+
+    @staticmethod
+    def _graphql_retry_after(resp) -> Optional[str]:
+        """Extract retryAfter from a GraphQL 429 body when the header is absent."""
+        try:
+            body = resp.json()
+        except Exception:
+            return None
+        for err in body.get("errors") or []:
+            metadata = ((err.get("extensions") or {}).get("metadata")) or {}
+            if metadata.get("retryAfter"):
+                return str(metadata["retryAfter"])
+        return None
+
+    def run(
+        self,
+        action: str = "list_recent_meetings",
+        meeting_id: Optional[str] = None,
+        keywords: Optional[str] = None,
+        **kwargs,
+    ) -> Union[str, Dict[str, Any], List[Dict[str, Any]]]:
+        action = action.lower().replace("-", "_")
+
+        if action == "list_recent_meetings":
+            return self.list_recent_meetings(**kwargs)
+        elif action == "get_transcript":
+            return self.get_transcript(meeting_id=meeting_id)
+        elif action == "search":
+            return self.search(keywords=keywords, **kwargs)
+        else:
+            return {"error": f"Unknown action: {action}"}
+
+    def list_recent_meetings(
+        self, limit: int = 10, after: Optional[str] = None
+    ) -> List[Dict[str, Any]]:
+        """List recent meetings/transcripts.
+
+        Args:
+            limit: Maximum number of meetings to return.
+            after: Cursor (skip offset) for pagination. Explicit paging avoids
+                unbounded scans of the account history.
+        """
+        query = """
+        query($limit: Int, $skip: Int) {
+            transcripts(limit: $limit, skip: $skip) {
+                id
+                title
+                date
+                duration
+                organizer_email
+            }
+        }
+        """
+        limit = max(1, min(limit, 50))  # Fireflies caps page size at 50.
+        variables: Dict[str, Any] = {"limit": limit}
+        if after is not None:
+            try:
+                variables["skip"] = int(after)
+            except (TypeError, ValueError):
+                return [{"error": "after must be an integer cursor"}]
+
+        result = self._graphql(query, variables)
+        if "error" in result:
+            return [result]
+
+        transcripts = result.get("data", {}).get("transcripts") or []
+        return [
+            {
+                "id": t.get("id"),
+                "title": t.get("title"),
+                "date": t.get("date"),
+                "duration": t.get("duration"),
+                "organizer_email": t.get("organizer_email"),
+            }
+            for t in transcripts
+        ]
+
+    def get_transcript(self, meeting_id: str) -> Dict[str, Any]:
+        """Fetch a single meeting transcript with summary and sentences."""
+        if not meeting_id:
+            return {"error": "meeting_id required"}
+
+        query = """
+        query($id: String!) {
+            transcript(id: $id) {
+                id
+                title
+                date
+                duration
+                organizer_email
+                summary { overview }
+                sentences {
+                    text
+                    speaker_name
+                    start_time
+                }
+            }
+        }
+        """
+        result = self._graphql(query, {"id": meeting_id})
+        if "error" in result:
+            return result
+
+        transcript = result.get("data", {}).get("transcript")
+        if not transcript:
+            return {"error": "transcript not found"}
+
+        summary = transcript.get("summary") or {}
+        sentences = transcript.get("sentences") or []
+        return {
+            "id": transcript.get("id"),
+            "title": transcript.get("title"),
+            "date": transcript.get("date"),
+            "duration": transcript.get("duration"),
+            "organizer_email": transcript.get("organizer_email"),
+            "summary": summary.get("overview"),
+            "sentences": sentences,
+            "sentence_count": len(sentences),
+        }
+
+    def search(self, keywords: str, limit: int = 10) -> List[Dict[str, Any]]:
+        """Search meetings whose transcripts match the given keyword phrase."""
+        if not keywords:
+            return [{"error": "keywords required"}]
+
+        limit = max(1, min(limit, 50))  # Fireflies caps page size at 50.
+        query = """
+        query($keyword: String, $limit: Int) {
+            transcripts(keyword: $keyword, limit: $limit) {
+                id
+                title
+                date
+                organizer_email
+            }
+        }
+        """
+        result = self._graphql(query, {"keyword": keywords, "limit": limit})
+        if "error" in result:
+            return [result]
+
+        transcripts = result.get("data", {}).get("transcripts") or []
+        return [
+            {
+                "id": t.get("id"),
+                "title": t.get("title"),
+                "date": t.get("date"),
+                "organizer_email": t.get("organizer_email"),
+            }
+            for t in transcripts
+        ]
+
+
+def list_fireflies_meetings(limit: int = 10) -> List[Dict[str, Any]]:
+    """List recent Fireflies meetings."""
+    return FirefliesTool().list_recent_meetings(limit=limit)

praisonai_tools/tools/keenable_search_tool.py

@@ -0,0 +1,175 @@
+"""Keenable Search Tool for PraisonAI Agents.
+
+Keyless (or keyed) web search using Keenable.
+
+Keenable works with no API key and no extra install: it calls the keyless
+public endpoint with the Python standard library (``urllib``). Setting
+``KEENABLE_API_KEY`` switches to the authenticated endpoint for higher limits.
+
+Usage:
+    from praisonai_tools import KeenableSearchTool
+
+    keenable = KeenableSearchTool()
+    results = keenable.search("AI news 2024")
+
+Environment Variables:
+    KEENABLE_API_KEY: Optional. When set, the authenticated endpoint is used.
+"""
+
+import json
+import logging
+import os
+from typing import Any, Dict, List, Optional, Union
+from urllib.request import HTTPRedirectHandler
+
+from praisonai_tools.tools.base import BaseTool
+
+logger = logging.getLogger(__name__)
+
+KEENABLE_SEARCH_URL = "https://api.keenable.ai/v1/search"
+KEENABLE_PUBLIC_SEARCH_URL = "https://api.keenable.ai/v1/search/public"
+KEENABLE_APP_TITLE = "PraisonAI"
+KEENABLE_SEARCH_TIMEOUT_SECONDS = 30
+KEENABLE_MAX_RESPONSE_BYTES = 1_000_000
+KEENABLE_MAX_RESULTS = 50
+KEENABLE_MAX_TITLE_CHARS = 256
+KEENABLE_MAX_URL_CHARS = 2048
+KEENABLE_MAX_SNIPPET_CHARS = 1200
+
+
+def _truncate_text(value: Any, limit: int) -> str:
+    """Trim whitespace and cap ``value`` to ``limit`` characters."""
+    text = str(value or "").strip()
+    if len(text) > limit:
+        return text[:limit - 1] + "\u2026"
+    return text
+
+
+class _NoRedirect(HTTPRedirectHandler):
+    """Redirect handler that refuses to follow any redirect.
+
+    Keenable never redirects. Following a 3xx would resend ``X-API-Key`` to
+    whatever host it points at, so the redirect is dropped (urllib then raises
+    the 3xx as an error, surfaced to the caller) and no second request is sent.
+    """
+
+    def redirect_request(self, *args, **kwargs):
+        """Return ``None`` so urllib does not issue a follow-up request."""
+        return None
+
+
+class KeenableSearchTool(BaseTool):
+    """Tool for keyless (or keyed) web search using Keenable."""
+
+    name = "keenable_search"
+    description = "Search the web using Keenable (keyless; an API key raises limits)."
+
+    def __init__(self, api_key: Optional[str] = None):
+        """Create the tool, resolving the API key from the argument or env.
+
+        Args:
+            api_key: Optional Keenable API key. Falls back to the
+                ``KEENABLE_API_KEY`` environment variable; keyless if unset.
+        """
+        self.api_key = (api_key or os.getenv("KEENABLE_API_KEY") or "").strip()
+        super().__init__()
+
+    def run(
+        self,
+        action: str = "search",
+        query: Optional[str] = None,
+        max_results: int = 5,
+        **kwargs,
+    ) -> Union[str, Dict[str, Any], List[Dict[str, Any]]]:
+        """Dispatch a Keenable action; only ``search`` is supported."""
+        action = action.lower().replace("-", "_")
+        if action == "search":
+            return self.search(query=query, max_results=max_results)
+        return {"error": f"Unknown action: {action}"}
+
+    def search(self, query: str, max_results: int = 5) -> List[Dict[str, Any]]:
+        """Search the web with Keenable.
+
+        Args:
+            query: Search query string.
+            max_results: Maximum results to return (capped at 50).
+
+        Returns:
+            List of dicts with ``title``, ``url``, ``snippet`` and ``provider``,
+            or a single-item list with an ``error`` key on failure.
+        """
+        if not query:
+            return [{"error": "query is required"}]
+
+        result_limit = max(0, min(int(max_results), KEENABLE_MAX_RESULTS))
+        if result_limit == 0:
+            return []
+
+        from urllib.error import URLError
+        from urllib.request import Request, build_opener
+
+        headers = {
+            "Content-Type": "application/json",
+            "Accept": "application/json",
+            "User-Agent": "praisonai-tools",
+            # Required on keyless calls; names the app, carries no user identifier.
+            "X-Keenable-Title": KEENABLE_APP_TITLE,
+        }
+        if self.api_key:
+            headers["X-API-Key"] = self.api_key
+        body = json.dumps({
+            "query": query,
+            "max_results": result_limit,
+            "snippet_max_length": KEENABLE_MAX_SNIPPET_CHARS,
+        }).encode("utf-8")
+        request = Request(
+            KEENABLE_SEARCH_URL if self.api_key else KEENABLE_PUBLIC_SEARCH_URL,
+            data=body,
+            headers=headers,
+            method="POST",
+        )
+
+        try:
+            opener = build_opener(_NoRedirect)
+            with opener.open(request, timeout=KEENABLE_SEARCH_TIMEOUT_SECONDS) as response:
+                raw = response.read(KEENABLE_MAX_RESPONSE_BYTES + 1)
+        except URLError as exc:
+            logger.error(f"Keenable search error: {exc}")
+            return [{"error": str(exc)}]
+        except Exception as exc:
+            logger.error(f"Keenable search error: {exc}")
+            return [{"error": str(exc)}]
+
+        if len(raw) > KEENABLE_MAX_RESPONSE_BYTES:
+            return [{"error": "Keenable returned an oversized response"}]
+
+        try:
+            payload = json.loads(raw)
+        except ValueError as exc:
+            return [{"error": f"Keenable returned invalid JSON: {exc}"}]
+        if not isinstance(payload, dict) or not isinstance(payload.get("results"), list):
+            return [{"error": "Keenable returned an invalid response shape"}]
+
+        results = []
+        for result in payload["results"]:
+            if not isinstance(result, dict):
+                continue
+            url = result.get("url")
+            if not isinstance(url, str) or not url or len(url) > KEENABLE_MAX_URL_CHARS:
+                continue
+            # The page text is in `snippet`; `description` is usually empty.
+            snippet = " ".join(str(result.get("snippet") or result.get("description") or "").split())
+            results.append({
+                "title": _truncate_text(result.get("title", ""), KEENABLE_MAX_TITLE_CHARS),
+                "url": url,
+                "snippet": _truncate_text(snippet, KEENABLE_MAX_SNIPPET_CHARS),
+                "provider": "keenable",
+            })
+            if len(results) >= result_limit:
+                break
+        return results
+
+
+def keenable_search(query: str, max_results: int = 5) -> List[Dict[str, Any]]:
+    """Search the web with Keenable (keyless; KEENABLE_API_KEY raises limits)."""
+    return KeenableSearchTool().search(query=query, max_results=max_results)

praisonai_tools/tools/meeting_tools.py

@@ -0,0 +1,700 @@
+"""Meeting Agent Tools for PraisonAI Agents.
+
+Eight agent-callable ``@tool`` functions covering the Phase 1 meeting-agent
+pipeline: transcription, meetings CRUD, summarisation, action-item extraction,
+and RAG indexing/search.
+
+Tools
+-----
+1. ``transcribe_file``       - Whisper transcription with segment timestamps.
+2. ``save_meeting``          - Persist a meeting record (returns ``meeting_id``).
+3. ``get_meeting``           - Fetch a full meeting record.
+4. ``list_meetings``         - List meetings (limit/offset).
+5. ``summarize_transcript``  - Structured summary (map-reduce for long input).
+6. ``extract_action_items``  - Structured action items.
+7. ``index_meeting``         - Chunk/embed/upsert into a vector store (idempotent).
+8. ``search_meetings``       - Ranked cross-meeting semantic search.
+
+Dependency hygiene
+-------------------
+``openai`` and ``chromadb`` are **lazy-imported inside functions**, never at
+module import time. They are optional extras::
+
+    pip install praisonai-tools[meeting]
+
+Meetings are persisted in a small SQLite database (Python stdlib) under the app
+data dir. This is a thin, swappable persistence layer: when the canonical
+PAI-MEET-CORE schema is available it can back these same CRUD wrappers.
+
+All tool outputs use deterministic serialisation (stable field order / sorted
+keys) so results are reproducible.
+
+Environment Variables
+---------------------
+    OPENAI_API_KEY      Required for transcription/summaries/embeddings.
+    OPENAI_BASE_URL     Optional custom OpenAI-compatible endpoint.
+    PRAISONAI_MEETINGS_DB   Optional path to the SQLite meetings database.
+    PRAISONAI_MEETINGS_DIR  Optional app data dir (db + vector store live here).
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+import sqlite3
+import uuid
+from contextlib import closing
+from pathlib import Path
+from typing import Any, Dict, List, Optional
+
+from praisonai_tools.tools.decorator import tool
+
+logger = logging.getLogger(__name__)
+
+# Chunking / embedding defaults (issue spec).
+_CHUNK_SIZE_TOKENS = 500
+_CHUNK_OVERLAP_TOKENS = 50
+_SUMMARY_CHUNK_TOKENS = 6000
+_SUMMARY_OVERLAP_TOKENS = 200
+_EMBEDDING_MODEL = "text-embedding-3-small"
+_CHAT_MODEL = "gpt-4o-mini"
+_WHISPER_MODEL = "whisper-1"
+_COLLECTION = "meetings"
+
+# Rough token->char ratio used only for deterministic, dependency-free chunking.
+_CHARS_PER_TOKEN = 4
+
+
+# ── Paths / persistence ─────────────────────────────────────────────
+
+
+def _app_dir() -> Path:
+    """Return the app data directory (created if missing)."""
+    env = os.getenv("PRAISONAI_MEETINGS_DIR")
+    base = Path(env) if env else Path.home() / ".praisonai" / "meetings"
+    base.mkdir(parents=True, exist_ok=True)
+    return base
+
+
+def _db_path() -> str:
+    env = os.getenv("PRAISONAI_MEETINGS_DB")
+    if env:
+        Path(env).parent.mkdir(parents=True, exist_ok=True)
+        return env
+    return str(_app_dir() / "meetings.db")
+
+
+def _connect() -> sqlite3.Connection:
+    """Open the meetings DB, creating the schema on first use."""
+    conn = sqlite3.connect(_db_path())
+    conn.row_factory = sqlite3.Row
+    conn.execute(
+        """
+        CREATE TABLE IF NOT EXISTS meetings (
+            meeting_id TEXT PRIMARY KEY,
+            title      TEXT NOT NULL,
+            source     TEXT,
+            metadata   TEXT,
+            created_at TEXT NOT NULL
+        )
+        """
+    )
+    return conn
+
+
+def _row_to_meeting(row: sqlite3.Row) -> Dict[str, Any]:
+    """Convert a DB row to a deterministic meeting dict (stable key order)."""
+    try:
+        metadata = json.loads(row["metadata"]) if row["metadata"] else {}
+    except (ValueError, TypeError):
+        metadata = {}
+    return {
+        "created_at": row["created_at"],
+        "meeting_id": row["meeting_id"],
+        "metadata": metadata,
+        "source": row["source"],
+        "title": row["title"],
+    }
+
+
+# ── Lazy clients ────────────────────────────────────────────────────
+
+
+def _get_openai_client():
+    """Lazily construct an OpenAI client. Raises clear errors on misconfig."""
+    api_key = os.getenv("OPENAI_API_KEY")
+    if not api_key:
+        raise ValueError(
+            "OPENAI_API_KEY is required. Set it in the environment before "
+            "calling meeting transcription/summarisation/embedding tools."
+        )
+    try:
+        from openai import OpenAI
+    except ImportError as exc:  # pragma: no cover - trivial
+        raise ImportError(
+            "openai package required. Install with: pip install praisonai-tools[meeting]"
+        ) from exc
+    base_url = os.getenv("OPENAI_BASE_URL")
+    if base_url:
+        return OpenAI(api_key=api_key, base_url=base_url)
+    return OpenAI(api_key=api_key)
+
+
+def _get_vector_collection():
+    """Lazily open (or create) the persistent Chroma collection."""
+    try:
+        import chromadb
+    except ImportError as exc:  # pragma: no cover - trivial
+        raise ImportError(
+            "chromadb package required. Install with: pip install praisonai-tools[meeting]"
+        ) from exc
+    client = chromadb.PersistentClient(path=str(_app_dir() / "chroma"))
+    return client.get_or_create_collection(_COLLECTION)
+
+
+def _embed(texts: List[str]) -> List[List[float]]:
+    """Embed a list of texts with the configured embedding model."""
+    client = _get_openai_client()
+    resp = client.embeddings.create(model=_EMBEDDING_MODEL, input=texts)
+    return [item.embedding for item in resp.data]
+
+
+# ── Chunking helpers ────────────────────────────────────────────────
+
+
+def _chunk_spans(text: str, size_tokens: int, overlap_tokens: int) -> List[tuple]:
+    """Split text into overlapping windows, returning (chunk, char_start, char_end).
+
+    Uses a deterministic character-window approximation so no tokenizer
+    dependency is needed. Character offsets refer to the pre-strip window and
+    let callers map each chunk back to source positions (e.g. segment times).
+    """
+    if not text:
+        return []
+    size = max(1, size_tokens * _CHARS_PER_TOKEN)
+    overlap = max(0, min(overlap_tokens * _CHARS_PER_TOKEN, size - 1))
+    step = size - overlap
+    spans: List[tuple] = []
+    start = 0
+    length = len(text)
+    while start < length:
+        end = min(start + size, length)
+        chunk = text[start:end].strip()
+        if chunk:
+            spans.append((chunk, start, end))
+        start += step
+    return spans
+
+
+def _chunk_text(text: str, size_tokens: int, overlap_tokens: int) -> List[str]:
+    """Split text into overlapping chunks by approximate token size.
+
+    Returns a list of non-empty chunk strings (see :func:`_chunk_spans`).
+    """
+    return [chunk for chunk, _s, _e in _chunk_spans(text, size_tokens, overlap_tokens)]
+
+
+def _segment_char_offsets(segments: List[Dict[str, Any]]) -> List[tuple]:
+    """Return (char_start, char_end, seg_start, seg_end) for concatenated segments.
+
+    The transcript indexed here is assumed to be the segment texts joined by a
+    single space, matching how ``transcribe_file`` emits ``segments``.
+    """
+    offsets: List[tuple] = []
+    pos = 0
+    for i, seg in enumerate(segments):
+        seg_text = str(seg.get("text", "")).strip()
+        if i > 0:
+            pos += 1  # the joining space
+        char_start = pos
+        pos += len(seg_text)
+        offsets.append(
+            (char_start, pos, float(seg.get("start", 0.0)), float(seg.get("end", 0.0)))
+        )
+    return offsets
+
+
+def _timestamps_for_span(
+    char_start: int, char_end: int, seg_offsets: List[tuple]
+) -> tuple:
+    """Map a chunk's char span to the (start, end) time of the segments it covers."""
+    if not seg_offsets:
+        return 0.0, 0.0
+    start_time: Optional[float] = None
+    end_time: Optional[float] = None
+    for cs, ce, s_start, s_end in seg_offsets:
+        if ce > char_start and cs < char_end:  # overlap
+            if start_time is None:
+                start_time = s_start
+            end_time = s_end
+    if start_time is None:
+        return 0.0, 0.0
+    return start_time, end_time if end_time is not None else start_time
+
+
+# ── LLM JSON helpers ────────────────────────────────────────────────
+
+
+def _chat_json(system: str, user: str) -> Dict[str, Any]:
+    """Call the chat model requesting a JSON object and parse it."""
+    client = _get_openai_client()
+    resp = client.chat.completions.create(
+        model=_CHAT_MODEL,
+        messages=[
+            {"role": "system", "content": system},
+            {"role": "user", "content": user},
+        ],
+        response_format={"type": "json_object"},
+        temperature=0,
+    )
+    content = resp.choices[0].message.content or "{}"
+    try:
+        return json.loads(content)
+    except (ValueError, TypeError):
+        return {}
+
+
+# ── 1. transcribe_file ──────────────────────────────────────────────
+
+
+@tool
+def transcribe_file(media_path: str) -> Dict[str, Any]:
+    """Transcribe an audio/video file to text with segment timestamps.
+
+    Uses OpenAI Whisper (``whisper-1``) via the audio transcriptions API and
+    returns word/segment level timing.
+
+    Args:
+        media_path: Path to the audio or video file to transcribe.
+
+    Returns:
+        Dict with ``text``, ``segments`` (start/end/text), ``duration_seconds``
+        and ``language``. On failure returns ``{"error": "..."}`` with a clear
+        message (missing file, API 403 key permissions, timeout, empty audio).
+    """
+    path = Path(media_path)
+    if not media_path or not path.exists():
+        return {"error": f"Media file not found: {media_path}"}
+
+    try:
+        client = _get_openai_client()
+    except (ValueError, ImportError) as exc:
+        return {"error": str(exc)}
+
+    def _do_transcribe():
+        with open(path, "rb") as audio_file:
+            return client.audio.transcriptions.create(
+                model=_WHISPER_MODEL,
+                file=audio_file,
+                response_format="verbose_json",
+                timestamp_granularities=["segment"],
+            )
+
+    try:
+        response = _do_transcribe()
+    except Exception as exc:  # noqa: BLE001 - map to clear messages
+        message = str(exc)
+        status = getattr(exc, "status_code", None)
+        exc_name = type(exc).__name__.lower()
+        if status == 403 or "403" in message or "permission" in message.lower():
+            return {"error": "Transcription failed: API key lacks permissions (403)."}
+        if "timeout" in exc_name or "timeout" in message.lower():
+            # Retry once, then fail with a clear message.
+            try:
+                response = _do_transcribe()
+            except Exception:  # noqa: BLE001
+                return {"error": "Transcription failed: request timed out after retry."}
+        else:
+            return {"error": f"Transcription failed: {message}"}
+
+    text = (getattr(response, "text", "") or "").strip()
+    segments_raw = getattr(response, "segments", None) or []
+    segments = [
+        {
+            "end": float(getattr(seg, "end", 0.0)),
+            "start": float(getattr(seg, "start", 0.0)),
+            "text": (getattr(seg, "text", "") or "").strip(),
+        }
+        for seg in segments_raw
+    ]
+
+    if not text and not segments:
+        return {"error": "No speech detected in recording"}
+
+    return {
+        "duration_seconds": float(getattr(response, "duration", 0.0) or 0.0),
+        "language": getattr(response, "language", "unknown") or "unknown",
+        "segments": segments,
+        "text": text,
+    }
+
+
+# ── 2-4. Meetings CRUD ──────────────────────────────────────────────
+
+
+@tool
+def save_meeting(
+    title: str,
+    source: Optional[str] = None,
+    metadata: Optional[Dict[str, Any]] = None,
+) -> Dict[str, Any]:
+    """Persist a meeting record and return its generated ``meeting_id``.
+
+    Thin wrapper over the meetings persistence layer (SQLite by default).
+
+    Args:
+        title: Human-readable meeting title.
+        source: Optional origin of the meeting (e.g. file path, URL).
+        metadata: Optional JSON-serialisable metadata dict.
+
+    Returns:
+        Dict ``{"meeting_id": "<uuid>"}`` or ``{"error": "..."}``.
+    """
+    if not title:
+        return {"error": "title is required"}
+    meeting_id = str(uuid.uuid4())
+    from datetime import datetime, timezone
+
+    created_at = datetime.now(timezone.utc).isoformat()
+    try:
+        with closing(_connect()) as conn, conn:
+            conn.execute(
+                "INSERT INTO meetings (meeting_id, title, source, metadata, created_at) "
+                "VALUES (?, ?, ?, ?, ?)",
+                (
+                    meeting_id,
+                    title,
+                    source,
+                    json.dumps(metadata or {}, sort_keys=True),
+                    created_at,
+                ),
+            )
+    except Exception as exc:  # noqa: BLE001
+        logger.error("save_meeting error: %s", exc)
+        return {"error": str(exc)}
+    return {"meeting_id": meeting_id}
+
+
+@tool
+def get_meeting(meeting_id: str) -> Dict[str, Any]:
+    """Fetch a full meeting record by id.
+
+    Args:
+        meeting_id: The meeting identifier returned by ``save_meeting``.
+
+    Returns:
+        The meeting record dict, or ``{"error": "..."}`` if not found.
+    """
+    if not meeting_id:
+        return {"error": "meeting_id is required"}
+    try:
+        with closing(_connect()) as conn:
+            row = conn.execute(
+                "SELECT * FROM meetings WHERE meeting_id = ?", (meeting_id,)
+            ).fetchone()
+    except Exception as exc:  # noqa: BLE001
+        logger.error("get_meeting error: %s", exc)
+        return {"error": str(exc)}
+    if row is None:
+        return {"error": f"Meeting not found: {meeting_id}"}
+    return _row_to_meeting(row)
+
+
+@tool
+def list_meetings(limit: int = 20, offset: int = 0) -> List[Dict[str, Any]]:
+    """List stored meetings, most recent first.
+
+    Args:
+        limit: Maximum number of meetings to return (default 20).
+        offset: Number of meetings to skip for pagination (default 0).
+
+    Returns:
+        A list of meeting record dicts (possibly empty), or a single-element
+        list ``[{"error": "..."}]`` on failure.
+    """
+    try:
+        limit = max(0, int(limit))
+        offset = max(0, int(offset))
+        with closing(_connect()) as conn:
+            rows = conn.execute(
+                "SELECT * FROM meetings ORDER BY created_at DESC, meeting_id DESC "
+                "LIMIT ? OFFSET ?",
+                (limit, offset),
+            ).fetchall()
+    except Exception as exc:  # noqa: BLE001
+        logger.error("list_meetings error: %s", exc)
+        return [{"error": str(exc)}]
+    return [_row_to_meeting(r) for r in rows]
+
+
+# ── 5. summarize_transcript ─────────────────────────────────────────
+
+
+def _summarize_chunk(transcript: str) -> Dict[str, Any]:
+    system = (
+        "You are a meeting summariser. Return a JSON object with keys: "
+        "'summary' (2-3 paragraph string), 'decisions' (array of strings), "
+        "'topics' (array of strings), and 'key_quotes' (array of objects with "
+        "'speaker' and 'quote'). Base output only on the transcript."
+    )
+    return _chat_json(system, transcript)
+
+
+def _merge_summaries(parts: List[Dict[str, Any]]) -> Dict[str, Any]:
+    merged_summary = "\n\n".join(
+        str(p.get("summary", "")).strip() for p in parts if p.get("summary")
+    )
+    decisions: List[str] = []
+    topics: List[str] = []
+    quotes: List[Dict[str, Any]] = []
+    for p in parts:
+        for d in p.get("decisions", []) or []:
+            if d not in decisions:
+                decisions.append(d)
+        for t in p.get("topics", []) or []:
+            if t not in topics:
+                topics.append(t)
+        for q in p.get("key_quotes", []) or []:
+            quotes.append(
+                {"quote": q.get("quote", ""), "speaker": q.get("speaker")}
+            )
+    return {
+        "decisions": decisions,
+        "key_quotes": quotes,
+        "summary": merged_summary,
+        "topics": topics,
+    }
+
+
+@tool
+def summarize_transcript(transcript: str) -> Dict[str, Any]:
+    """Summarise a meeting transcript into structured JSON.
+
+    For long transcripts a map-reduce strategy is used: the transcript is split
+    into overlapping chunks, each is summarised, and the partial summaries are
+    merged.
+
+    Args:
+        transcript: The full plain-text transcript.
+
+    Returns:
+        Dict with ``summary`` (str), ``decisions`` (list), ``topics`` (list) and
+        ``key_quotes`` (list of ``{speaker, quote}``). ``{"error": "..."}`` on
+        failure.
+    """
+    if not transcript or not transcript.strip():
+        return {"error": "transcript is required"}
+    try:
+        chunks = _chunk_text(
+            transcript, _SUMMARY_CHUNK_TOKENS, _SUMMARY_OVERLAP_TOKENS
+        )
+        if len(chunks) <= 1:
+            result = _summarize_chunk(transcript)
+        else:
+            partials = [_summarize_chunk(c) for c in chunks]
+            result = _merge_summaries(partials)
+    except (ValueError, ImportError) as exc:
+        return {"error": str(exc)}
+    except Exception as exc:  # noqa: BLE001
+        logger.error("summarize_transcript error: %s", exc)
+        return {"error": str(exc)}
+
+    return {
+        "decisions": result.get("decisions", []) or [],
+        "key_quotes": result.get("key_quotes", []) or [],
+        "summary": result.get("summary", "") or "",
+        "topics": result.get("topics", []) or [],
+    }
+
+
+# ── 6. extract_action_items ─────────────────────────────────────────
+
+
+@tool
+def extract_action_items(transcript: str) -> Dict[str, Any]:
+    """Extract action items from a transcript as structured JSON.
+
+    Args:
+        transcript: The full plain-text transcript.
+
+    Returns:
+        Dict ``{"action_items": [{description, owner, due_date, priority}, ...]}``
+        or ``{"error": "..."}`` on failure.
+    """
+    if not transcript or not transcript.strip():
+        return {"error": "transcript is required"}
+    system = (
+        "You extract action items from meeting transcripts. Return a JSON object "
+        "with a single key 'action_items': an array of objects each with keys "
+        "'description' (string), 'owner' (string or null), 'due_date' (ISO date "
+        "string or null), and 'priority' (one of 'low', 'medium', 'high' or null). "
+        "Only include real, actionable items."
+    )
+    try:
+        result = _chat_json(system, transcript)
+    except (ValueError, ImportError) as exc:
+        return {"error": str(exc)}
+    except Exception as exc:  # noqa: BLE001
+        logger.error("extract_action_items error: %s", exc)
+        return {"error": str(exc)}
+
+    items = result.get("action_items", []) or []
+    normalised = [
+        {
+            "description": it.get("description", ""),
+            "due_date": it.get("due_date"),
+            "owner": it.get("owner"),
+            "priority": it.get("priority"),
+        }
+        for it in items
+        if isinstance(it, dict)
+    ]
+    return {"action_items": normalised}
+
+
+# ── 7. index_meeting ────────────────────────────────────────────────
+
+
+@tool
+def index_meeting(
+    meeting_id: str,
+    transcript: Optional[str] = None,
+    segments: Optional[List[Dict[str, Any]]] = None,
+) -> Dict[str, Any]:
+    """Chunk, embed and upsert a meeting transcript into the vector store.
+
+    Idempotent: existing chunks for ``meeting_id`` are replaced only *after* the
+    new embeddings are computed, so a failed re-index never leaves the meeting
+    unsearchable.
+
+    Args:
+        meeting_id: The meeting identifier.
+        transcript: Optional transcript text. If omitted, the transcript is read
+            from the stored meeting metadata (``metadata['transcript']``).
+        segments: Optional ``transcribe_file`` segments (``start``/``end``/``text``).
+            When provided, each indexed chunk is tagged with the real
+            ``timestamp_start``/``timestamp_end`` of the segments it covers.
+            Falls back to stored ``metadata['segments']`` when omitted.
+
+    Returns:
+        Dict ``{"chunks_indexed": N}`` or ``{"error": "..."}``.
+    """
+    if not meeting_id:
+        return {"error": "meeting_id is required"}
+
+    meeting = get_meeting(meeting_id)
+    if "error" in meeting:
+        return meeting
+
+    text = transcript
+    title = meeting.get("title", "")
+    meta = meeting.get("metadata") or {}
+    if not text:
+        text = meta.get("transcript")
+    if not text or not str(text).strip():
+        return {"error": "No transcript available to index"}
+
+    if segments is None:
+        segments = meta.get("segments")
+    seg_offsets = _segment_char_offsets(segments) if segments else []
+
+    try:
+        collection = _get_vector_collection()
+
+        spans = _chunk_spans(text, _CHUNK_SIZE_TOKENS, _CHUNK_OVERLAP_TOKENS)
+        if not spans:
+            return {"chunks_indexed": 0}
+
+        chunks = [c for c, _s, _e in spans]
+        # Embed first; only replace existing chunks once embedding succeeds so a
+        # failure never destroys the previously searchable version.
+        embeddings = _embed(chunks)
+
+        ids = [f"{meeting_id}:{i}" for i in range(len(chunks))]
+        metadatas = []
+        for i, (_chunk, cs, ce) in enumerate(spans):
+            ts_start, ts_end = _timestamps_for_span(cs, ce, seg_offsets)
+            metadatas.append(
+                {
+                    "chunk_index": i,
+                    "meeting_id": meeting_id,
+                    "timestamp_end": ts_end,
+                    "timestamp_start": ts_start,
+                    "title": title,
+                }
+            )
+
+        # Delete existing chunks for this meeting so re-index is idempotent.
+        collection.delete(where={"meeting_id": meeting_id})
+        collection.add(
+            ids=ids,
+            documents=chunks,
+            embeddings=embeddings,
+            metadatas=metadatas,
+        )
+    except (ValueError, ImportError) as exc:
+        return {"error": str(exc)}
+    except Exception as exc:  # noqa: BLE001
+        logger.error("index_meeting error: %s", exc)
+        return {"error": str(exc)}
+
+    return {"chunks_indexed": len(chunks)}
+
+
+# ── 8. search_meetings ──────────────────────────────────────────────
+
+
+@tool
+def search_meetings(query: str, limit: int = 5) -> List[Dict[str, Any]]:
+    """Semantic search across indexed meetings, returning ranked snippets.
+
+    Args:
+        query: The natural-language search query.
+        limit: Maximum number of results to return (default 5).
+
+    Returns:
+        A list of ``{meeting_id, title, snippet, score, timestamp_start,
+        timestamp_end}`` dicts ranked by relevance (best first), or
+        ``[{"error": "..."}]`` on failure.
+    """
+    if not query or not query.strip():
+        return [{"error": "query is required"}]
+    try:
+        limit = max(1, int(limit))
+        collection = _get_vector_collection()
+        query_embedding = _embed([query])[0]
+        results = collection.query(
+            query_embeddings=[query_embedding], n_results=limit
+        )
+    except (ValueError, ImportError) as exc:
+        return [{"error": str(exc)}]
+    except Exception as exc:  # noqa: BLE001
+        logger.error("search_meetings error: %s", exc)
+        return [{"error": str(exc)}]
+
+    documents = (results.get("documents") or [[]])[0]
+    metadatas = (results.get("metadatas") or [[]])[0]
+    distances = (results.get("distances") or [[]])[0]
+
+    items: List[Dict[str, Any]] = []
+    for i, doc in enumerate(documents):
+        meta = metadatas[i] if i < len(metadatas) else {}
+        distance = distances[i] if i < len(distances) else None
+        # Chroma's default space is squared-L2 (unbounded above). Map to a
+        # bounded, monotonically decreasing relevance score in (0, 1].
+        score = (
+            round(1.0 / (1.0 + float(distance)), 6) if distance is not None else None
+        )
+        snippet = (doc or "")[:280]
+        items.append(
+            {
+                "meeting_id": meta.get("meeting_id"),
+                "score": score,
+                "snippet": snippet,
+                "timestamp_end": meta.get("timestamp_end", 0.0),
+                "timestamp_start": meta.get("timestamp_start", 0.0),
+                "title": meta.get("title"),
+            }
+        )
+    return items

praisonai_tools/tools/pinchwork_tool.py

@@ -97,5 +97,18 @@ class PinchworkTool(BaseTool):
 
 
 def pinchwork_delegate(task: str, skills_required: Optional[List[str]] = None, budget: float = 0.0) -> str:
-    """Delegate a task to the Pinchwork agent marketplace."""
+    """Delegate a task to the Pinchwork agent marketplace.
+
+    Args:
+        task: Description of the task to delegate.
+        skills_required: List of required skills for the agent (optional).
+        budget: Maximum budget for the task (default: 0.0).
+
+    Returns:
+        On success, the result string from the marketplace agent that
+        completed the task. On failure, an ``"Error: ..."`` message string
+        describing the problem (missing task input, the ``httpx`` dependency
+        being unavailable, a connection or HTTP status error, or an
+        unexpected exception).
+    """
     return PinchworkTool().delegate(task=task, skills_required=skills_required, budget=budget)

praisonai_tools/tools/reddit_tool.py

@@ -17,6 +17,17 @@ Environment Variables:
     REDDIT_CLIENT_ID: Reddit API client ID
     REDDIT_CLIENT_SECRET: Reddit API client secret
     REDDIT_USER_AGENT: User agent string (optional)
+    REDDIT_USERNAME: Reddit username (required for write actions)
+    REDDIT_PASSWORD: Reddit password (required for write actions)
+    REDDIT_ALLOW_WRITE: Set to "1" to enable write actions (post/comment)
+
+Write actions (submit_post, post_comment) are disabled by default to reduce
+spam/abuse surface. They are only permitted when ``REDDIT_ALLOW_WRITE=1`` (or
+``allow_write=True``) and Reddit account credentials are configured. You are
+responsible for complying with Reddit's API terms when enabling writes.
+
+Reddit rate-limits misconfigured clients aggressively. Use a descriptive
+User-Agent referencing your app id, e.g. ``script:my-app:v1.0 (by /u/you)``.
 """
 
 import os
@@ -32,13 +43,20 @@ class RedditTool(BaseTool):
     """Tool for interacting with Reddit."""
     
     name = "reddit"
-    description = "Search Reddit, get posts from subreddits, and read comments."
+    description = (
+        "Search Reddit, get posts from subreddits, and read comments. "
+        "Can also comment on posts and submit new posts when write actions "
+        "are enabled (REDDIT_ALLOW_WRITE=1 with account credentials)."
+    )
     
     def __init__(
         self,
         client_id: Optional[str] = None,
         client_secret: Optional[str] = None,
         user_agent: Optional[str] = None,
+        username: Optional[str] = None,
+        password: Optional[str] = None,
+        allow_write: Optional[bool] = None,
     ):
         """Initialize RedditTool.
         
@@ -46,13 +64,30 @@ class RedditTool(BaseTool):
             client_id: Reddit API client ID
             client_secret: Reddit API client secret
             user_agent: User agent string
+            username: Reddit username (required for write actions)
+            password: Reddit password (required for write actions)
+            allow_write: Enable write actions. Defaults to the
+                ``REDDIT_ALLOW_WRITE`` env var ("1"/"true" enables).
         """
         self.client_id = client_id or os.getenv("REDDIT_CLIENT_ID")
         self.client_secret = client_secret or os.getenv("REDDIT_CLIENT_SECRET")
-        self.user_agent = user_agent or os.getenv("REDDIT_USER_AGENT", "PraisonAI/1.0")
+        self.user_agent = user_agent or os.getenv("REDDIT_USER_AGENT") or self._default_user_agent()
+        self.username = username or os.getenv("REDDIT_USERNAME")
+        self.password = password or os.getenv("REDDIT_PASSWORD")
+        if allow_write is None:
+            allow_write = os.getenv("REDDIT_ALLOW_WRITE", "").lower() in ("1", "true", "yes")
+        self.allow_write = allow_write
         self._reddit = None
         super().__init__()
     
+    def _default_user_agent(self) -> str:
+        """Build a compliant User-Agent referencing the app id.
+        
+        Reddit recommends ``<platform>:<app id>:<version> (by /u/<user>)``.
+        """
+        app_id = self.client_id or "unknown"
+        return f"script:praisonai-{app_id}:1.0 (by PraisonAI)"
+    
     @property
     def reddit(self):
         """Lazy-load Reddit client."""
@@ -65,13 +100,31 @@ class RedditTool(BaseTool):
             if not self.client_id or not self.client_secret:
                 raise ValueError("REDDIT_CLIENT_ID and REDDIT_CLIENT_SECRET required")
             
-            self._reddit = praw.Reddit(
-                client_id=self.client_id,
-                client_secret=self.client_secret,
-                user_agent=self.user_agent,
-            )
+            kwargs = {
+                "client_id": self.client_id,
+                "client_secret": self.client_secret,
+                "user_agent": self.user_agent,
+            }
+            if self.username and self.password:
+                kwargs["username"] = self.username
+                kwargs["password"] = self.password
+            
+            self._reddit = praw.Reddit(**kwargs)
         return self._reddit
     
+    def _check_write_allowed(self) -> Optional[Dict[str, Any]]:
+        """Return an error dict if write actions are not permitted, else None."""
+        if not self.allow_write:
+            return {
+                "error": "Write actions disabled. Set REDDIT_ALLOW_WRITE=1 to enable "
+                "posting/commenting.",
+            }
+        if not self.username or not self.password:
+            return {
+                "error": "REDDIT_USERNAME and REDDIT_PASSWORD required for write actions.",
+            }
+        return None
+    
     def run(
         self,
         action: str = "search",
@@ -98,6 +151,15 @@ class RedditTool(BaseTool):
             return self.get_comments(post_id=post_id, limit=limit)
         elif action == "subreddit_info":
             return self.get_subreddit_info(subreddit=subreddit)
+        elif action == "post_comment":
+            return self.post_comment(post_id=post_id, body=kwargs.get("body"))
+        elif action == "submit_post":
+            return self.submit_post(
+                subreddit=subreddit,
+                title=kwargs.get("title"),
+                body=kwargs.get("body"),
+                url=kwargs.get("url"),
+            )
         else:
             return {"error": f"Unknown action: {action}"}
     
@@ -284,6 +346,83 @@ class RedditTool(BaseTool):
             logger.error(f"Reddit get_subreddit_info error: {e}")
             return {"error": str(e)}
     
+    def post_comment(self, post_id: str, body: str) -> Dict[str, Any]:
+        """Reply with a comment to a post (write action).
+        
+        Gated behind ``REDDIT_ALLOW_WRITE=1`` and account credentials.
+        
+        Args:
+            post_id: Reddit post ID to comment on
+            body: Comment text
+            
+        Returns:
+            Result with the new comment id, or an error dict
+        """
+        denied = self._check_write_allowed()
+        if denied:
+            return denied
+        if not post_id:
+            return {"error": "post_id is required"}
+        if not body:
+            return {"error": "body is required"}
+        
+        try:
+            submission = self.reddit.submission(id=post_id)
+            comment = submission.reply(body)
+            return {
+                "success": True,
+                "id": comment.id,
+                "permalink": f"https://reddit.com{comment.permalink}",
+            }
+        except Exception as e:
+            logger.error(f"Reddit post_comment error: {e}")
+            return {"error": str(e)}
+    
+    def submit_post(
+        self,
+        subreddit: str,
+        title: str,
+        body: Optional[str] = None,
+        url: Optional[str] = None,
+    ) -> Dict[str, Any]:
+        """Submit a new post to a subreddit (write action).
+        
+        Gated behind ``REDDIT_ALLOW_WRITE=1`` and account credentials.
+        
+        Args:
+            subreddit: Target subreddit name
+            title: Post title
+            body: Self-post text (mutually exclusive with url)
+            url: Link URL (mutually exclusive with body)
+            
+        Returns:
+            Result with the new post id, or an error dict
+        """
+        denied = self._check_write_allowed()
+        if denied:
+            return denied
+        if not subreddit:
+            return {"error": "subreddit is required"}
+        if not title:
+            return {"error": "title is required"}
+        if url and body:
+            return {"error": "provide either body or url, not both"}
+        
+        try:
+            sub = self.reddit.subreddit(subreddit)
+            if url:
+                submission = sub.submit(title, url=url)
+            else:
+                submission = sub.submit(title, selftext=body or "")
+            return {
+                "success": True,
+                "id": submission.id,
+                "permalink": f"https://reddit.com{submission.permalink}",
+            }
+        except Exception as e:
+            logger.error(f"Reddit submit_post error: {e}")
+            return {"error": str(e)}
+    
     def _format_post(self, post, include_body: bool = False) -> Dict[str, Any]:
         """Format a Reddit post."""
         result = {

praisonai_tools/tools/stripe_tool.py

@@ -0,0 +1,338 @@
+"""Stripe Tool for PraisonAI Agents.
+
+Narrow, audited Stripe operations — retrieve customers/payment intents,
+list payment links, and create payment links with required correlation
+metadata and optional idempotency keys.
+
+Design constraint: prefer narrow, audited operations over a "god tool"
+that dumps the entire Stripe surface. One verb per action.
+
+Usage:
+    from praisonai_tools import StripeTool
+
+    stripe = StripeTool()  # reads STRIPE_SECRET_KEY (or STRIPE_API_KEY)
+    customer = stripe.run(action="get_customer", customer_id="cus_123")
+    link = stripe.run(
+        action="create_payment_link",
+        price_id="price_123",
+        quantity=1,
+        correlation_id="order-42",
+    )
+
+Environment Variables:
+    STRIPE_SECRET_KEY: Stripe secret key. Restricted keys are recommended.
+        Accepts test (``sk_test_``/``rk_test_``) or live
+        (``sk_live_``/``rk_live_``) keys. STRIPE_API_KEY is also accepted
+        as a fallback.
+
+Security notes:
+    * Secrets are read from the environment only and never logged.
+    * Responses include a ``mode`` banner (``test``/``live``) derived from
+      the key prefix so live operations are visible to callers.
+    * Structured logs record only the operation, mode, idempotency key, and
+      the Stripe object id — never full request/response payloads.
+"""
+
+import os
+import logging
+from typing import Any, Dict, List, Optional, Union
+
+from praisonai_tools.tools.base import BaseTool
+
+logger = logging.getLogger(__name__)
+
+API_BASE = "https://api.stripe.com/v1"
+
+_TEST_PREFIXES = ("sk_test_", "rk_test_")
+_LIVE_PREFIXES = ("sk_live_", "rk_live_")
+
+
+class StripeTool(BaseTool):
+    """Tool for narrow, audited Stripe operations."""
+
+    name = "stripe"
+    description = (
+        "Retrieve Stripe customers and payment intents, list payment links, "
+        "and create payment links with required correlation metadata."
+    )
+
+    def __init__(self, api_key: Optional[str] = None):
+        self.api_key = (
+            api_key
+            or os.getenv("STRIPE_SECRET_KEY")
+            or os.getenv("STRIPE_API_KEY")
+        )
+        super().__init__()
+
+    # ------------------------------------------------------------------
+    # Internal helpers
+    # ------------------------------------------------------------------
+
+    def _mode(self) -> str:
+        """Return ``test``, ``live``, or ``unknown`` from the key prefix."""
+        key = self.api_key or ""
+        if key.startswith(_LIVE_PREFIXES):
+            return "live"
+        if key.startswith(_TEST_PREFIXES):
+            return "test"
+        return "unknown"
+
+    def _require_key(self) -> Optional[Dict[str, str]]:
+        if not self.api_key:
+            return {"error": "STRIPE_SECRET_KEY (or STRIPE_API_KEY) is required"}
+        return None
+
+    @staticmethod
+    def _import_requests():
+        try:
+            import requests
+            return requests
+        except ImportError:
+            return None
+
+    def _request(
+        self,
+        method: str,
+        endpoint: str,
+        data: Optional[Dict[str, Any]] = None,
+        idempotency_key: Optional[str] = None,
+    ) -> Dict[str, Any]:
+        """Make a request to the Stripe REST API.
+
+        Centralises key validation, the optional ``requests`` import, the
+        HTTP call, auditable logging, and error handling.
+        """
+        err = self._require_key()
+        if err:
+            return err
+
+        requests = self._import_requests()
+        if requests is None:
+            return {"error": "requests package is not installed"}
+
+        headers = {"Authorization": f"Bearer {self.api_key}"}
+        if idempotency_key:
+            headers["Idempotency-Key"] = idempotency_key
+
+        try:
+            resp = requests.request(
+                method,
+                f"{API_BASE}/{endpoint}",
+                headers=headers,
+                data=data,
+                timeout=30,
+            )
+            body = resp.json()
+        except requests.exceptions.RequestException as e:
+            logger.error("Stripe request error: %s", e)
+            return {"error": f"API request failed: {e}"}
+        except ValueError as e:
+            logger.error("Stripe JSON decode error: %s", e)
+            return {"error": "Failed to decode API response"}
+
+        if isinstance(body, dict) and "error" in body:
+            stripe_err = body["error"]
+            message = stripe_err.get("message", "Stripe API error")
+            logger.error(
+                "Stripe API error: op=%s mode=%s type=%s",
+                endpoint, self._mode(), stripe_err.get("type"),
+            )
+            return {"error": message}
+
+        # Defensive: a non-2xx status without Stripe's usual ``error`` object
+        # must not be treated as a successful payload.
+        if resp.status_code >= 400:
+            logger.error(
+                "Stripe HTTP error: op=%s mode=%s status=%s",
+                endpoint, self._mode(), resp.status_code,
+            )
+            return {"error": f"Stripe API returned HTTP {resp.status_code}"}
+
+        obj_id = body.get("id") if isinstance(body, dict) else None
+        logger.info(
+            "Stripe op=%s mode=%s idempotency_key=%s object_id=%s",
+            endpoint, self._mode(), idempotency_key, obj_id,
+        )
+        return body
+
+    def _banner(self, payload: Dict[str, Any]) -> Dict[str, Any]:
+        """Attach a live/test mode banner to a successful response."""
+        if isinstance(payload, dict) and "error" not in payload:
+            payload = {"mode": self._mode(), **payload}
+        return payload
+
+    # ------------------------------------------------------------------
+    # Dispatcher
+    # ------------------------------------------------------------------
+
+    def run(
+        self,
+        action: str = "get_customer",
+        customer_id: Optional[str] = None,
+        payment_intent_id: Optional[str] = None,
+        price_id: Optional[str] = None,
+        quantity: int = 1,
+        correlation_id: Optional[str] = None,
+        idempotency_key: Optional[str] = None,
+        limit: int = 10,
+        **kwargs,
+    ) -> Union[Dict[str, Any], List[Dict[str, Any]]]:
+        """Dispatch to the appropriate Stripe action.
+
+        Actions:
+            get_customer         — Retrieve a customer by id (read).
+            get_payment_intent   — Retrieve a payment intent by id (read).
+            list_payment_links   — List payment links (read).
+            create_payment_link  — Create a payment link (write, guarded).
+        """
+        action = action.lower().replace("-", "_")
+
+        if action == "get_customer":
+            return self.get_customer(customer_id=customer_id)
+        elif action == "get_payment_intent":
+            return self.get_payment_intent(payment_intent_id=payment_intent_id)
+        elif action == "list_payment_links":
+            return self.list_payment_links(limit=limit)
+        elif action == "create_payment_link":
+            return self.create_payment_link(
+                price_id=price_id,
+                quantity=quantity,
+                correlation_id=correlation_id,
+                idempotency_key=idempotency_key,
+            )
+        else:
+            return {"error": f"Unknown action: {action}"}
+
+    # ------------------------------------------------------------------
+    # Phase 1 — Read-mostly safety
+    # ------------------------------------------------------------------
+
+    def get_customer(self, customer_id: Optional[str] = None) -> Dict[str, Any]:
+        """Retrieve a customer by id.
+
+        Args:
+            customer_id: The Stripe customer id (``cus_...``).
+        """
+        if not customer_id:
+            return {"error": "customer_id is required"}
+
+        result = self._request("get", f"customers/{customer_id}")
+        if "error" in result:
+            return result
+
+        return self._banner({
+            "id": result.get("id"),
+            "email": result.get("email"),
+            "name": result.get("name"),
+            "created": result.get("created"),
+            "currency": result.get("currency"),
+            "delinquent": result.get("delinquent"),
+        })
+
+    def get_payment_intent(
+        self, payment_intent_id: Optional[str] = None
+    ) -> Dict[str, Any]:
+        """Retrieve a payment intent by id.
+
+        Args:
+            payment_intent_id: The Stripe payment intent id (``pi_...``).
+        """
+        if not payment_intent_id:
+            return {"error": "payment_intent_id is required"}
+
+        result = self._request("get", f"payment_intents/{payment_intent_id}")
+        if "error" in result:
+            return result
+
+        return self._banner({
+            "id": result.get("id"),
+            "amount": result.get("amount"),
+            "currency": result.get("currency"),
+            "status": result.get("status"),
+            "customer": result.get("customer"),
+            "created": result.get("created"),
+        })
+
+    def list_payment_links(self, limit: int = 10) -> Union[Dict[str, Any], List[Dict[str, Any]]]:
+        """List payment links.
+
+        Args:
+            limit: Maximum number of payment links to return (1–100).
+        """
+        limit = max(1, min(int(limit), 100))
+        result = self._request("get", f"payment_links?limit={limit}")
+        if "error" in result:
+            return result
+
+        links = [
+            {
+                "id": link.get("id"),
+                "url": link.get("url"),
+                "active": link.get("active"),
+                "metadata": link.get("metadata", {}),
+            }
+            for link in result.get("data", [])
+        ]
+        return self._banner({"payment_links": links})
+
+    # ------------------------------------------------------------------
+    # Phase 2 — Mutations with guardrails
+    # ------------------------------------------------------------------
+
+    def create_payment_link(
+        self,
+        price_id: Optional[str] = None,
+        quantity: int = 1,
+        correlation_id: Optional[str] = None,
+        idempotency_key: Optional[str] = None,
+    ) -> Dict[str, Any]:
+        """Create a payment link.
+
+        A ``correlation_id`` is required and stored as payment-link metadata
+        so every created link is traceable back to the request that made it.
+        An optional ``idempotency_key`` is surfaced to make retries safe.
+
+        Args:
+            price_id: An existing Stripe Price id (``price_...``).
+            quantity: Quantity for the line item (>= 1).
+            correlation_id: Required correlation id stored as metadata.
+            idempotency_key: Optional Stripe ``Idempotency-Key`` header value.
+        """
+        if not price_id:
+            return {"error": "price_id is required"}
+        if not correlation_id:
+            return {"error": "correlation_id is required (stored as metadata)"}
+        try:
+            quantity = int(quantity)
+        except (TypeError, ValueError):
+            return {"error": "quantity must be an integer"}
+        if quantity < 1:
+            return {"error": "quantity must be >= 1"}
+
+        data = {
+            "line_items[0][price]": price_id,
+            "line_items[0][quantity]": quantity,
+            "metadata[correlation_id]": correlation_id,
+        }
+        result = self._request(
+            "post",
+            "payment_links",
+            data=data,
+            idempotency_key=idempotency_key,
+        )
+        if "error" in result:
+            return result
+
+        return self._banner({
+            "id": result.get("id"),
+            "url": result.get("url"),
+            "active": result.get("active"),
+            "metadata": result.get("metadata", {}),
+        })
+
+
+def get_stripe_customer(
+    customer_id: str, api_key: Optional[str] = None
+) -> Dict[str, Any]:
+    """Retrieve a Stripe customer by id."""
+    return StripeTool(api_key=api_key).get_customer(customer_id=customer_id)

praisonai_tools/tools/youdotcom_tool.py

@@ -0,0 +1,484 @@
+"""You.com search and content tools for PraisonAI Agents.
+
+Migrated from ``praisonaiagents.tools.youdotcom_tools`` (MervinPraison/PraisonAI#6168).
+
+You.com provides AI-powered web search, news search, content extraction, and image search.
+This module requires the YDC_API_KEY environment variable to be set.
+
+Usage:
+    from praisonai_tools.tools.youdotcom_tool import ydc_search, ydc_news, ydc_contents
+    
+    # Search the web (unified web + news)
+    results = ydc_search("AI news 2024")
+    
+    # Get live news
+    news = ydc_news("technology trends")
+    
+    # Extract content from URLs
+    content = ydc_contents(["https://example.com"])
+    
+    # Or use the class directly
+    from praisonai_tools.tools.youdotcom_tool import YouTools
+    you = YouTools()
+    results = you.search("AI news")
+"""
+
+from typing import List, Dict, Any, Optional, Union
+import logging
+import os
+from importlib import util
+
+
+class YouTools:
+    """Comprehensive tools for web search and content using You.com API.
+    
+    You.com provides AI-powered search capabilities optimized for LLM applications.
+    
+    Features:
+    - Unified web and news search with LLM-ready snippets
+    - Live news search from authoritative sources
+    - Content extraction from URLs (HTML/Markdown)
+    - Image search
+    - Advanced search operators support
+    - Geographic and language targeting
+    - Freshness controls
+    
+    Requires:
+    - youdotcom package: pip install youdotcom
+    - YDC_API_KEY environment variable
+    """
+    
+    def __init__(self, api_key: Optional[str] = None):
+        """Initialize YouTools.
+        
+        Args:
+            api_key: Optional API key. If not provided, uses YDC_API_KEY env var.
+        """
+        self._api_key = api_key
+        self._client = None
+    
+    def _get_api_key(self) -> Optional[str]:
+        """Get API key from instance or environment."""
+        return self._api_key or os.environ.get("YDC_API_KEY")
+    
+    def _get_client(self):
+        """Get or create You.com client."""
+        if self._client is None:
+            if util.find_spec("youdotcom") is None:
+                return None, "youdotcom package is not installed. Please install it using: pip install youdotcom"
+            api_key = self._get_api_key()
+            if not api_key:
+                return None, "YDC_API_KEY environment variable is not set. Please set it to use You.com tools."
+            
+            from youdotcom import You
+            self._client = You(api_key_auth=api_key)
+        return self._client, None
+    
+    def search(
+        self,
+        query: str,
+        count: int = 10,
+        freshness: Optional[str] = None,
+        country: Optional[str] = None,
+        language: Optional[str] = None,
+        offset: int = 0,
+        safesearch: str = "moderate",
+        livecrawl: Optional[str] = None,
+        livecrawl_formats: Optional[str] = None,
+    ) -> Dict[str, Any]:
+        """Search the web using You.com's unified search API.
+        
+        Returns both web and news results in a single call with LLM-ready snippets.
+        
+        Args:
+            query: Search query (supports operators like site:, filetype:, +term, -term)
+            count: Max results per section (default 10, max 100)
+            freshness: Filter by recency - "day", "week", "month", "year" or "YYYY-MM-DDtoYYYY-MM-DD"
+            country: ISO country code (e.g., "US", "GB", "FR")
+            language: BCP 47 language code (e.g., "EN", "JP", "DE")
+            offset: Pagination offset (0-9), results = offset * count
+            safesearch: Content filter - "off", "moderate", "strict"
+            livecrawl: Fetch full content - "web", "news", or "all"
+            livecrawl_formats: Content format - "html" or "markdown"
+            
+        Returns:
+            Dict containing:
+            - results: {web: [...], news: [...]}
+            - metadata: {query, search_uuid, latency}
+            
+        Search Operators:
+            - site:domain.com - Search within specific domain
+            - filetype:pdf - Filter by file type
+            - +term - Must include term
+            - -term - Exclude term
+            - AND, OR, NOT - Boolean operators
+        """
+        client, error = self._get_client()
+        if error:
+            logging.error(error)
+            return {"error": error}
+        
+        try:
+            kwargs = {"query": query, "count": count, "offset": offset}
+            
+            if freshness:
+                kwargs["freshness"] = freshness
+            if country:
+                kwargs["country"] = country
+            if language:
+                kwargs["language"] = language
+            if safesearch:
+                kwargs["safesearch"] = safesearch
+            if livecrawl:
+                kwargs["livecrawl"] = livecrawl
+            if livecrawl_formats:
+                kwargs["livecrawl_formats"] = livecrawl_formats
+            
+            response = client.search.unified(**kwargs)
+            
+            # Convert response to dict if it's a model object
+            if hasattr(response, 'model_dump'):
+                return response.model_dump()
+            elif hasattr(response, 'to_dict'):
+                return response.to_dict()
+            elif hasattr(response, '__dict__'):
+                return self._convert_response(response)
+            return response
+            
+        except Exception as e:
+            error_msg = f"You.com search error: {str(e)}"
+            logging.error(error_msg)
+            return {"error": error_msg}
+    
+    def _convert_response(self, response) -> Dict[str, Any]:
+        """Convert SDK response object to dictionary."""
+        result = {}
+        
+        if hasattr(response, 'results'):
+            results = response.results
+            result['results'] = {}
+            if hasattr(results, 'web') and results.web:
+                result['results']['web'] = [
+                    {
+                        'url': getattr(r, 'url', ''),
+                        'title': getattr(r, 'title', ''),
+                        'description': getattr(r, 'description', ''),
+                        'snippets': getattr(r, 'snippets', []),
+                        'thumbnail_url': getattr(r, 'thumbnail_url', None),
+                        'page_age': getattr(r, 'page_age', None),
+                        'favicon_url': getattr(r, 'favicon_url', None),
+                        'authors': getattr(r, 'authors', []),
+                    }
+                    for r in results.web
+                ]
+            if hasattr(results, 'news') and results.news:
+                result['results']['news'] = [
+                    {
+                        'url': getattr(r, 'url', ''),
+                        'title': getattr(r, 'title', ''),
+                        'description': getattr(r, 'description', ''),
+                        'thumbnail_url': getattr(r, 'thumbnail_url', None),
+                        'page_age': getattr(r, 'page_age', None),
+                    }
+                    for r in results.news
+                ]
+        
+        if hasattr(response, 'metadata'):
+            meta = response.metadata
+            result['metadata'] = {
+                'query': getattr(meta, 'query', ''),
+                'search_uuid': getattr(meta, 'search_uuid', ''),
+                'latency': getattr(meta, 'latency', 0),
+            }
+        
+        return result
+    
+    def get_contents(
+        self,
+        urls: Union[str, List[str]],
+        format: str = "markdown",
+    ) -> Dict[str, Any]:
+        """Fetch content from URLs using You.com's content extraction API.
+        
+        Args:
+            urls: Single URL or list of URLs to fetch content from
+            format: Content format - "html" or "markdown" (default: markdown)
+            
+        Returns:
+            Dict containing array of results with:
+            - url: The fetched URL
+            - title: Page title
+            - html: HTML content (if format="html")
+            - markdown: Markdown content (if format="markdown")
+            - metadata: {site_name, favicon_url}
+        """
+        client, error = self._get_client()
+        if error:
+            logging.error(error)
+            return {"error": error}
+        
+        try:
+            if isinstance(urls, str):
+                urls = [urls]
+            
+            # Use the contents endpoint
+            response = client.search.contents(urls=urls, format=format)
+            
+            # Convert response
+            if hasattr(response, 'model_dump'):
+                return {"results": response.model_dump()}
+            elif isinstance(response, list):
+                return {"results": [
+                    {
+                        'url': getattr(r, 'url', ''),
+                        'title': getattr(r, 'title', ''),
+                        'html': getattr(r, 'html', None),
+                        'markdown': getattr(r, 'markdown', None),
+                        'metadata': {
+                            'site_name': getattr(getattr(r, 'metadata', None), 'site_name', None) if hasattr(r, 'metadata') else None,
+                            'favicon_url': getattr(getattr(r, 'metadata', None), 'favicon_url', None) if hasattr(r, 'metadata') else None,
+                        }
+                    }
+                    for r in response
+                ]}
+            return {"results": response}
+            
+        except Exception as e:
+            error_msg = f"You.com contents error: {str(e)}"
+            logging.error(error_msg)
+            return {"error": error_msg}
+    
+    def live_news(
+        self,
+        query: str,
+        count: Optional[int] = None,
+    ) -> Dict[str, Any]:
+        """Search for live news using You.com's news API.
+        
+        Note: This API may require early access. Contact [email protected] for access.
+        
+        Args:
+            query: News search query
+            count: Maximum number of news results to return
+            
+        Returns:
+            Dict containing:
+            - news: {query, results: [...], metadata}
+            - Each result has: title, description, url, page_age, source_name, thumbnail
+        """
+        client, error = self._get_client()
+        if error:
+            logging.error(error)
+            return {"error": error}
+        
+        try:
+            kwargs = {"q": query}
+            if count:
+                kwargs["count"] = count
+            
+            # Try to access live news endpoint
+            if hasattr(client, 'livenews'):
+                response = client.livenews.get(**kwargs)
+            else:
+                # Fallback: use unified search with news focus
+                return self.search(query=query, count=count or 10)
+            
+            if hasattr(response, 'model_dump'):
+                return response.model_dump()
+            elif hasattr(response, 'news'):
+                news = response.news
+                return {
+                    'news': {
+                        'query': getattr(getattr(news, 'query', None), 'original', query) if hasattr(news, 'query') else query,
+                        'results': [
+                            {
+                                'title': getattr(r, 'title', ''),
+                                'description': getattr(r, 'description', ''),
+                                'url': getattr(r, 'url', ''),
+                                'page_age': getattr(r, 'page_age', None),
+                                'age': getattr(r, 'age', None),
+                                'source_name': getattr(r, 'source_name', None),
+                                'thumbnail': getattr(getattr(r, 'thumbnail', None), 'src', None) if hasattr(r, 'thumbnail') else None,
+                            }
+                            for r in getattr(news, 'results', [])
+                        ],
+                        'metadata': {
+                            'request_uuid': getattr(getattr(news, 'metadata', None), 'request_uuid', None) if hasattr(news, 'metadata') else None,
+                        }
+                    }
+                }
+            return response
+            
+        except Exception as e:
+            error_msg = f"You.com live news error: {str(e)}"
+            logging.error(error_msg)
+            return {"error": error_msg}
+    
+    def images(
+        self,
+        query: str,
+    ) -> Dict[str, Any]:
+        """Search for images using You.com's image search API.
+        
+        Note: This API may require early access. Contact [email protected] for access.
+        
+        Args:
+            query: Image search query
+            
+        Returns:
+            Dict containing:
+            - images: {results: [...]}
+            - metadata: {query, search_uuid}
+            - Each result has: title, page_url, image_url
+        """
+        client, error = self._get_client()
+        if error:
+            logging.error(error)
+            return {"error": error}
+        
+        try:
+            if hasattr(client, 'images'):
+                response = client.images.get(q=query)
+            else:
+                return {"error": "Image search not available in this SDK version"}
+            
+            if hasattr(response, 'model_dump'):
+                return response.model_dump()
+            elif hasattr(response, 'images'):
+                images = response.images
+                return {
+                    'images': {
+                        'results': [
+                            {
+                                'title': getattr(r, 'title', ''),
+                                'page_url': getattr(r, 'page_url', ''),
+                                'image_url': getattr(r, 'image_url', ''),
+                            }
+                            for r in getattr(images, 'results', [])
+                        ]
+                    },
+                    'metadata': {
+                        'query': getattr(getattr(response, 'metadata', None), 'query', query) if hasattr(response, 'metadata') else query,
+                        'search_uuid': getattr(getattr(response, 'metadata', None), 'search_uuid', None) if hasattr(response, 'metadata') else None,
+                    }
+                }
+            return response
+            
+        except Exception as e:
+            error_msg = f"You.com images error: {str(e)}"
+            logging.error(error_msg)
+            return {"error": error_msg}
+    
+    def __enter__(self):
+        """Context manager entry."""
+        return self
+    
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        """Context manager exit."""
+        if self._client is not None:
+            # Close client if it has a close method
+            if hasattr(self._client, 'close'):
+                self._client.close()
+            elif hasattr(self._client, '__exit__'):
+                self._client.__exit__(exc_type, exc_val, exc_tb)
+        return False
+
+
+# Standalone functions for direct import
+def ydc_search(
+    query: str,
+    count: int = 10,
+    freshness: Optional[str] = None,
+    country: Optional[str] = None,
+    language: Optional[str] = None,
+    offset: int = 0,
+    safesearch: str = "moderate",
+    livecrawl: Optional[str] = None,
+    livecrawl_formats: Optional[str] = None,
+) -> Dict[str, Any]:
+    """Search the web using You.com's unified search API.
+    
+    This is a convenience function that creates a YouTools instance.
+    For repeated calls, consider using YouTools class directly.
+    
+    Args:
+        query: Search query (supports operators like site:, filetype:, +term, -term)
+        count: Max results per section (default 10, max 100)
+        freshness: Filter by recency - "day", "week", "month", "year"
+        country: ISO country code (e.g., "US", "GB")
+        language: BCP 47 language code (e.g., "EN", "JP")
+        offset: Pagination offset (0-9)
+        safesearch: Content filter - "off", "moderate", "strict"
+        livecrawl: Fetch full content - "web", "news", or "all"
+        livecrawl_formats: Content format - "html" or "markdown"
+        
+    Returns:
+        Dict containing search results with web and news sections
+    """
+    tools = YouTools()
+    return tools.search(
+        query=query,
+        count=count,
+        freshness=freshness,
+        country=country,
+        language=language,
+        offset=offset,
+        safesearch=safesearch,
+        livecrawl=livecrawl,
+        livecrawl_formats=livecrawl_formats,
+    )
+
+
+def ydc_contents(
+    urls: Union[str, List[str]],
+    format: str = "markdown",
+) -> Dict[str, Any]:
+    """Fetch content from URLs using You.com's content extraction API.
+    
+    Args:
+        urls: Single URL or list of URLs to fetch content from
+        format: Content format - "html" or "markdown"
+        
+    Returns:
+        Dict containing extracted content for each URL
+    """
+    tools = YouTools()
+    return tools.get_contents(urls=urls, format=format)
+
+
+def ydc_news(
+    query: str,
+    count: Optional[int] = None,
+) -> Dict[str, Any]:
+    """Search for live news using You.com's news API.
+    
+    Args:
+        query: News search query
+        count: Maximum number of results
+        
+    Returns:
+        Dict containing news results
+    """
+    tools = YouTools()
+    return tools.live_news(query=query, count=count)
+
+
+def ydc_images(
+    query: str,
+) -> Dict[str, Any]:
+    """Search for images using You.com's image search API.
+    
+    Args:
+        query: Image search query
+        
+    Returns:
+        Dict containing image results
+    """
+    tools = YouTools()
+    return tools.images(query=query)
+
+
+# Alias for simple usage
+ydc = ydc_search
+
+__all__ = ["YouTools", "ydc_search", "ydc_contents", "ydc_news", "ydc_images", "ydc"]

praisonai_tools/video/motion_graphics/team.py

@@ -35,6 +35,11 @@ def motion_graphics_team(
     - Researcher: Optional web search for content research  
     - CodeExplorer: Optional git repository exploration
     - Animator: HTML/GSAP composition authoring and rendering
+
+    The team runs with ``process="hierarchical"``: the ``manager_llm``
+    orchestrates the worker agents at runtime rather than exposing a static
+    ``leader`` reference. The coordinator is the semantic leader and is always
+    the first agent in ``team.agents``.
     
     Args:
         research: Include research specialist
@@ -46,6 +51,12 @@ def motion_graphics_team(
         
     Returns:
         AgentTeam configured for motion graphics creation
+
+    Note:
+        The team uses ``process="hierarchical"`` where the ``manager_llm``
+        orchestrates the worker agents at runtime. The coordinator is the
+        semantic leader and is always the first agent (``team.agents[0]``);
+        there is no static ``team.leader`` reference in this mode.
     """
     if AgentTeam is None:
         raise ImportError(

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "praisonai-tools"
-version = "0.2.34"
+version = "0.2.46"
 description = "Extended tools for PraisonAI Agents"
 authors = [
     {name = "Mervin Praison"}
@@ -27,11 +27,20 @@ dependencies = [
 [project.scripts]
 praisonai-tools = "praisonai_tools.cli:main"
 
+# Discovery contract for third-party tool packages. They register agent-callable
+# tools under the ``praisonai.tools`` entry-point group so that
+# ``pip install some-praisonai-tool`` makes them discoverable via
+# ``praisonai_tools.list_tools()`` without editing core, e.g.:
+#
+#   [project.entry-points."praisonai.tools"]
+#   my_tool = "my_pkg:MyTool"
+
 [project.optional-dependencies]
 
 dev = [
     "pytest>=8.0.0",
     "pytest-asyncio>=0.23.0",
+    "httpx>=0.27.0",
     "playwright>=1.40",
     "imageio-ffmpeg>=0.5",
 ]
@@ -56,6 +65,9 @@ agentfolio = [
 n8n = [
     "httpx>=0.27.0",
 ]
+registry-proxy = [
+    "httpx>=0.24.0",
+]
 langextract = [
     "langextract>=0.1.0",
 ]
@@ -69,6 +81,13 @@ video-motion = [
 composio = [
     "composio>=0.5.0",
 ]
+meeting = [
+    "openai>=1.12.0",
+    "chromadb>=0.4.0",
+]
+stripe = [
+    "requests>=2.28.0",
+]
 
 [project.urls]
 Homepage = "https://docs.praison.ai"
@@ -91,4 +110,4 @@ asyncio_mode = "auto"
 # Pin the rule set to the historical default (Pyflakes + a subset of
 # pycodestyle) so an unpinned ruff upgrade does not spuriously fail CI by
 # enabling thousands of new default rules across the pre-existing codebase.
-select = ["E4", "E7", "E9", "F"]
+select = ["E4", "E7", "E9", "F"]

scripts/generate_reference_docs.py

@@ -0,0 +1,55 @@
+"""Compatibility shim for the reference docs generator.
+
+The canonical implementation lives in
+``praisonai_tools/docs_generator/generator.py``. This module re-exports the MDX
+escaping / validation helpers so that test suites and tooling which import from
+``scripts/generate_reference_docs.py`` resolve the same, single source of truth.
+
+The generator module only depends on the Python standard library, so it is
+loaded directly by file path. This avoids importing the top-level
+``praisonai_tools`` package (which eagerly pulls in optional heavy
+dependencies such as ``praisonaiagents``) and keeps this shim usable in a
+lightweight docs/CI environment.
+"""
+
+from __future__ import annotations
+
+import importlib.util
+from pathlib import Path
+
+_GENERATOR_PATH = (
+    Path(__file__).resolve().parent.parent
+    / "praisonai_tools"
+    / "docs_generator"
+    / "generator.py"
+)
+
+_spec = importlib.util.spec_from_file_location(
+    "praisonai_tools_docs_generator", _GENERATOR_PATH
+)
+_generator = importlib.util.module_from_spec(_spec)
+# Register before executing so dataclasses can resolve the module namespace.
+import sys as _sys  # noqa: E402
+
+_sys.modules[_spec.name] = _generator
+_spec.loader.exec_module(_generator)
+
+ICON_MAP = _generator.ICON_MAP
+VALID_MDX_TAGS = _generator.VALID_MDX_TAGS
+escape_for_table = _generator.escape_for_table
+escape_mdx = _generator.escape_mdx
+sanitize_description = _generator.sanitize_description
+sanitize_type_for_mdx = _generator.sanitize_type_for_mdx
+validate_docs_json_structure = _generator.validate_docs_json_structure
+validate_mdx = _generator.validate_mdx
+
+__all__ = [
+    "ICON_MAP",
+    "VALID_MDX_TAGS",
+    "escape_for_table",
+    "escape_mdx",
+    "sanitize_description",
+    "sanitize_type_for_mdx",
+    "validate_docs_json_structure",
+    "validate_mdx",
+]

tests/integration/test_motion_graphics_team.py

@@ -164,8 +164,11 @@ class TestMotionGraphicsTeam:
                 custom_param="test"
             )
             
-            # Check that custom parameters are passed through
-            assert team.kwargs == {"custom_param": "test"}
+            # Hierarchical teams forward process + manager_llm alongside
+            # any user-supplied kwargs, so assert individual entries.
+            assert team.kwargs["custom_param"] == "test"
+            assert team.kwargs["process"] == "hierarchical"
+            assert team.kwargs["manager_llm"] == "gpt-4"
             
             # Check that workspace is set
             assert team._motion_graphics_workspace == Path(tmpdir)
@@ -209,15 +212,20 @@ class TestMotionGraphicsTeam:
     @patch('praisonai_tools.video.motion_graphics.team.search_web', MockSearch())
     @patch('praisonai_tools.video.motion_graphics.team.create_motion_graphics_agent')
     def test_coordinator_is_leader(self, mock_create_agent):
-        """Test that coordinator is set as team leader."""
+        """Test that coordinator is the semantic leader (first agent).
+
+        In hierarchical process mode the manager LLM orchestrates workers,
+        so the coordinator is the first agent rather than a static
+        ``team.leader`` reference.
+        """
         mock_animator = MockAgent(name="animator")
         mock_create_agent.return_value = mock_animator
         
         with tempfile.TemporaryDirectory() as tmpdir:
             team = motion_graphics_team(workspace=tmpdir)
             
-            assert team.leader is not None
-            assert team.leader.name == "coordinator"
+            coordinator = team.agents[0]
+            assert coordinator.name == "coordinator"
     
     @patch('praisonai_tools.video.motion_graphics.team.AgentTeam', MockAgentTeam)
     @patch('praisonai_tools.video.motion_graphics.team.Agent', MockAgent)
@@ -278,7 +286,7 @@ class TestMotionGraphicsTeam:
         with tempfile.TemporaryDirectory() as tmpdir:
             team = motion_graphics_team(workspace=tmpdir)
             
-            coordinator = team.leader
+            coordinator = team.agents[0]
             instructions = coordinator.instructions.lower()
             
             assert "coordinator" in instructions

tests/test_catalogue.py

@@ -0,0 +1,79 @@
+"""Tests for the tool discovery / catalogue contract."""
+
+
+def test_list_tools_importable_from_top_level():
+    from praisonai_tools import list_tools, ToolCatalogueEntry, get_tool_names
+
+    assert callable(list_tools)
+    assert callable(get_tool_names)
+    assert ToolCatalogueEntry is not None
+
+
+def test_list_tools_returns_entries():
+    from praisonai_tools import list_tools
+    from praisonai_tools.catalogue import ToolCatalogueEntry
+
+    entries = list_tools()
+    assert isinstance(entries, list)
+    assert len(entries) > 100  # ships a large catalogue
+    assert all(isinstance(e, ToolCatalogueEntry) for e in entries)
+
+
+def test_entries_only_expose_tool_classes():
+    from praisonai_tools import list_tools
+
+    for entry in list_tools():
+        assert entry.name.endswith("Tool"), entry.name
+
+
+def test_entries_are_sorted_and_unique():
+    from praisonai_tools import list_tools
+
+    names = [e.name for e in list_tools()]
+    assert names == sorted(names)
+    assert len(names) == len(set(names))
+
+
+def test_catalogue_derived_from_tool_map_source_of_truth():
+    from praisonai_tools import list_tools
+    from praisonai_tools.tools import _TOOL_MAP
+
+    expected = {name for name in _TOOL_MAP if name.endswith("Tool")}
+    actual = {e.name for e in list_tools()}
+    # Every class in the map must be catalogued (third-party EPs may add more).
+    assert expected <= actual
+
+
+def test_previously_missing_optional_tool_is_now_discoverable():
+    # QdrantTool was a valid tool absent from the wrapper's hand-maintained
+    # allowlist; it must now be discoverable via the catalogue.
+    from praisonai_tools import get_tool_names
+
+    names = get_tool_names()
+    assert "QdrantTool" in names
+
+
+def test_extras_are_populated_for_optional_tools():
+    from praisonai_tools import list_tools
+
+    by_name = {e.name for e in list_tools()}
+    entries = {e.name: e for e in list_tools()}
+
+    assert "SwarmScoreTool" in by_name
+    assert "swarmscore" in entries["SwarmScoreTool"].extras
+
+
+def test_entries_have_summary_and_module():
+    from praisonai_tools import list_tools
+
+    for entry in list_tools():
+        assert entry.module
+        assert entry.summary
+
+
+def test_list_tools_does_not_require_optional_deps():
+    # Building the catalogue must not import any tool module / optional dep.
+    from praisonai_tools import list_tools
+
+    entries = list_tools()
+    assert entries  # smoke: no ImportError raised

tests/test_catalogue_no_phantoms.py

@@ -0,0 +1,109 @@
+"""CI guard: the catalogue must never advertise a phantom tool.
+
+A "phantom" is a tool name surfaced by ``get_tool_names()`` / ``list_tools()``
+whose class cannot be resolved because no implementation file (or class) exists.
+Because the catalogue is now source-derived (see ``praisonai_tools.catalogue``),
+phantoms should be impossible by construction; this test enforces that during
+any future refactor.
+
+Missing *optional dependencies* are explicitly tolerated: a tool whose file and
+class exist but which needs an un-installed extra will raise ``ImportError`` /
+``ModuleNotFoundError`` for the extra, not an ``AttributeError``. Only the
+latter (name resolves to nothing) counts as a phantom.
+"""
+
+import importlib
+
+import praisonai_tools
+from praisonai_tools import get_tool_names, list_tools
+from praisonai_tools.catalogue import _scan_source_tree
+
+
+def _is_missing_optional_dependency(exc: BaseException, tool_module: str) -> bool:
+    """True if the import failure is due to a missing *optional* dependency.
+
+    A missing optional dependency raises ``ModuleNotFoundError`` for a module
+    that is *not* the tool's own module. If the tool's own file were missing the
+    name would simply not resolve (``AttributeError``) rather than importing and
+    then failing on a third-party import.
+    """
+    if not isinstance(exc, ModuleNotFoundError):
+        return False
+    missing = getattr(exc, "name", "") or ""
+    # ``tool_module`` may be relative (flat ``*_tool.py`` under
+    # ``praisonai_tools.tools``) or already absolute (nested subpackages such as
+    # ``praisonai_tools.n8n.n8n_workflow``). Resolve to the tool's own dotted
+    # module either way so a *missing first-party* module is treated as a
+    # phantom, not an optional dependency.
+    own = (
+        tool_module
+        if tool_module.startswith("praisonai_tools.")
+        else f"praisonai_tools.tools.{tool_module}"
+    )
+    return missing != own and not own.startswith(f"{missing}.")
+
+
+def test_every_catalogue_name_resolves_or_needs_optional_dep():
+    entries = {e.name: e for e in list_tools()}
+    phantoms = []
+    for name in sorted(get_tool_names()):
+        module = entries.get(name).module if name in entries else ""
+        try:
+            getattr(praisonai_tools, name)
+        except AttributeError as exc:
+            phantoms.append((name, module, repr(exc)))
+        except Exception as exc:  # ImportError / ModuleNotFoundError, etc.
+            if not _is_missing_optional_dependency(exc, module):
+                phantoms.append((name, module, repr(exc)))
+    assert not phantoms, f"catalogue advertises unresolvable (phantom) tools: {phantoms}"
+
+
+def test_no_phantom_modules_in_scan():
+    """Every source-derived tool maps to a file that actually exists on disk."""
+    import os
+
+    tools_dir = os.path.join(os.path.dirname(praisonai_tools.__file__), "tools")
+    for name, (module, _summary) in _scan_source_tree().items():
+        path = os.path.join(tools_dir, f"{module}.py")
+        assert os.path.isfile(path), f"{name} maps to missing file {module}.py"
+
+
+def test_dropping_a_tool_file_is_auto_discovered():
+    """Files on disk defining a *Tool class are catalogued without _TOOL_MAP edits.
+
+    Guards the core promise of the issue: adding a tool is a single-file change.
+    ``ClaudeMemoryTool``/``CrowPayTool``/``NightmarketTool`` exist on disk but
+    were historically absent from ``_TOOL_MAP``; they must still be discoverable.
+    """
+    names = get_tool_names()
+    for expected in ("ClaudeMemoryTool", "CrowPayTool", "NightmarketTool"):
+        # Only assert for the ones whose files are present in this checkout.
+        derived = _scan_source_tree()
+        if expected in derived:
+            assert expected in names, f"{expected} exists on disk but is not catalogued"
+
+
+def test_summaries_come_from_real_description():
+    entries = {e.name: e for e in list_tools()}
+    # CalculatorTool declares a literal description; the summary must match it,
+    # not the name-synthesised fallback ("Calculator integration tool").
+    calc = entries.get("CalculatorTool")
+    assert calc is not None
+    assert calc.summary == "Perform mathematical calculations."
+    assert "integration tool" not in calc.summary
+
+
+def test_annotated_description_summaries_are_extracted():
+    """Tools declaring ``description: str = "..."`` must surface the real text.
+
+    ``CapsuleTool`` and ``NexusPredictionMarketTool`` use annotated assignments;
+    their catalogue summaries must come from the literal, not the name-based
+    fallback.
+    """
+    entries = {e.name: e for e in list_tools()}
+    for name in ("CapsuleTool", "NexusPredictionMarketTool"):
+        entry = entries.get(name)
+        if entry is None:
+            continue
+        assert entry.summary
+        assert "integration tool" not in entry.summary

tests/test_langextract_tool.py

@@ -1,15 +1,15 @@
 """Tests for LangExtract Tool."""
 
-import tempfile
 import os
+import tempfile
 from unittest.mock import Mock, patch
 
 from praisonai_tools.tools.langextract_tool import (
     LangExtractTool,
+    _create_annotated_document,
+    _get_langextract,
     langextract_extract,
     langextract_render_file,
-    _get_langextract,
-    _create_annotated_document
 )
 
 
@@ -96,19 +96,19 @@ class TestLangExtractTool:
             mock_lx.io.save_annotated_documents = Mock()
             mock_lx.visualize = Mock(return_value="<html>mock visualization</html>")
             
-            with patch('webbrowser.open') as mock_open:
-                with tempfile.TemporaryDirectory() as temp_dir:
-                    output_path = os.path.join(temp_dir, "test.html")
-                    
-                    result = self.tool.extract(
-                        text="test text",
-                        auto_open=True,
-                        output_path=output_path
-                    )
-                    
-                    assert result["success"] is True
-                    assert "auto_opened" in result
-                    mock_open.assert_called_once()
+            with patch('webbrowser.open') as mock_open, \
+                    tempfile.TemporaryDirectory() as temp_dir:
+                output_path = os.path.join(temp_dir, "test.html")
+
+                result = self.tool.extract(
+                    text="test text",
+                    auto_open=True,
+                    output_path=output_path
+                )
+
+                assert result["success"] is True
+                assert "auto_opened" in result
+                mock_open.assert_called_once()
     
     def test_render_file_missing_path(self):
         """Test render_file with missing file_path."""
@@ -144,13 +144,17 @@ class TestLangExtractTool:
             temp_file_path = temp_file.name
         
         try:
-            result = self.tool.render_file(
-                file_path=temp_file_path,
-                extractions=["important terms"]
-            )
-            
-            assert result["success"] is True
-            assert result["text_length"] > 0
+            with tempfile.TemporaryDirectory() as temp_dir:
+                output_path = os.path.join(temp_dir, "render.html")
+                
+                result = self.tool.render_file(
+                    file_path=temp_file_path,
+                    extractions=["important terms"],
+                    output_path=output_path
+                )
+                
+                assert result["success"] is True
+                assert result["text_length"] > 0
             
         finally:
             os.unlink(temp_file_path)
@@ -161,10 +165,10 @@ class TestHelperFunctions:
     
     def test_get_langextract_not_installed(self):
         """Test _get_langextract when module not installed."""
-        with patch.dict('sys.modules', {'langextract': None}):
-            with patch('builtins.__import__', side_effect=ImportError):
-                result = _get_langextract()
-                assert result is None
+        with patch.dict('sys.modules', {'langextract': None}), \
+                patch('builtins.__import__', side_effect=ImportError):
+            result = _get_langextract()
+            assert result is None
     
     @patch('praisonai_tools.tools.langextract_tool._get_langextract')
     def test_create_annotated_document(self, mock_get_lx):
@@ -265,19 +269,32 @@ class TestIntegration:
         
         key_terms = ["John Doe", "OpenAI Corporation", "January 1, 2024", "Net 30 days"]
         
-        result = langextract_extract(
-            text=contract_text,
-            extractions=key_terms,
-            document_id="contract-001",
-            auto_open=False
-        )
-        
-        assert result["success"] is True
-        assert result["document_id"] == "contract-001"
-        assert result["extractions_count"] == len(key_terms)
+        with tempfile.TemporaryDirectory() as temp_dir:
+            output_path = os.path.join(temp_dir, "contract-001.html")
+            
+            result = langextract_extract(
+                text=contract_text,
+                extractions=key_terms,
+                document_id="contract-001",
+                output_path=output_path,
+                auto_open=False
+            )
+            
+            assert result["success"] is True
+            assert result["document_id"] == "contract-001"
+            assert result["extractions_count"] == len(key_terms)
     
-    def test_agent_usage_pattern(self):
+    @patch('praisonai_tools.tools.langextract_tool._get_langextract')
+    @patch('praisonai_tools.tools.langextract_tool._create_annotated_document')
+    def test_agent_usage_pattern(self, mock_create_doc, mock_get_lx):
         """Test typical agent usage pattern."""
+        # Mock langextract so the test runs without the optional dependency
+        mock_lx = Mock()
+        mock_get_lx.return_value = mock_lx
+        mock_create_doc.return_value = Mock()
+        mock_lx.io.save_annotated_documents = Mock()
+        mock_lx.visualize = Mock(return_value="<html>mock visualization</html>")
+        
         # This would be how an agent uses the tool
         from praisonai_tools import langextract_extract
         
@@ -285,13 +302,17 @@ class TestIntegration:
         analysis_text = "The quarterly report shows revenue of $1.2M and profit of $300K."
         findings = ["$1.2M", "$300K", "quarterly report"]
         
-        result = langextract_extract(
-            text=analysis_text,
-            extractions=findings,
-            document_id="financial-analysis",
-            auto_open=False,
-        )
+        with tempfile.TemporaryDirectory() as temp_dir:
+            output_path = os.path.join(temp_dir, "financial-analysis.html")
+            
+            result = langextract_extract(
+                text=analysis_text,
+                extractions=findings,
+                document_id="financial-analysis",
+                output_path=output_path,
+                auto_open=False,
+            )
 
-        assert result["success"] is True
-        assert result["document_id"] == "financial-analysis"
-        assert result["extractions_count"] == len(findings)
+            assert result["success"] is True
+            assert result["document_id"] == "financial-analysis"
+            assert result["extractions_count"] == len(findings)

tests/test_marketplace_tools.py

@@ -162,7 +162,7 @@ def test_trust_config_functions():
     config = get_trust_config()
     assert config.enabled is False
     assert config.provider == "joy"
-    assert config.min_score == 3.0
+    assert config.min_score == 1.5
     
     # Test with environment variables
     old_provider = os.environ.get('PRAISONAI_TRUST_PROVIDER')

tests/test_registry_proxy.py

@@ -0,0 +1,901 @@
+"""Unit tests for the tool-registry proxy connector."""
+
+import os
+import pytest
+from unittest.mock import Mock, patch, MagicMock
+
+
+@pytest.fixture(autouse=True)
+def reset_session_spend():
+    """Isolate cumulative-spend state between tests."""
+    from praisonai_tools.registry_proxy import registry_proxy as mod
+
+    mod._SESSION_SPEND.clear()
+    yield
+    mod._SESSION_SPEND.clear()
+
+
+@pytest.fixture
+def mock_httpx():
+    """Mock httpx module with proper exception classes."""
+    mock_module = MagicMock()
+    mock_module.TimeoutException = type("TimeoutException", (Exception,), {})
+
+    class MockHTTPStatusError(Exception):
+        def __init__(self, message, request=None, response=None):
+            super().__init__(message)
+            self.request = request
+            self.response = response
+
+    mock_module.HTTPStatusError = MockHTTPStatusError
+    with patch.dict("sys.modules", {"httpx": mock_module}):
+        yield mock_module
+
+
+class TestConfiguration:
+    def test_disabled_when_unconfigured(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        with patch.dict(os.environ, {}, clear=True):
+            tool = RegistryProxyTool()
+            result = tool.search("backlinks for a domain")
+            assert "not configured" in result["error"]
+
+    def test_reads_env_vars(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        with patch.dict(os.environ, {
+            "TOOL_PROXY_URL": "https://registry.example.com/",
+            "TOOL_PROXY_TOKEN": "secret-token",
+        }):
+            tool = RegistryProxyTool()
+            assert tool.proxy_url == "https://registry.example.com"
+            assert tool.token == "secret-token"
+            assert tool._headers()["Authorization"] == "Bearer secret-token"
+
+    def test_explicit_args_override_env(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        tool = RegistryProxyTool(proxy_url="https://self.host/", token="tok")
+        assert tool.proxy_url == "https://self.host"
+        assert tool.token == "tok"
+
+    def test_env_token_not_leaked_to_supplied_url(self):
+        """Security: an agent-supplied proxy_url must not receive the env token."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        with patch.dict(os.environ, {
+            "TOOL_PROXY_URL": "https://trusted.example.com",
+            "TOOL_PROXY_TOKEN": "secret-token",
+        }):
+            tool = RegistryProxyTool(proxy_url="https://attacker.example.com")
+            assert tool.proxy_url == "https://attacker.example.com"
+            assert tool.token is None
+            assert "Authorization" not in tool._headers()
+
+    def test_env_token_used_for_env_url(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        with patch.dict(os.environ, {
+            "TOOL_PROXY_URL": "https://trusted.example.com",
+            "TOOL_PROXY_TOKEN": "secret-token",
+        }):
+            tool = RegistryProxyTool()
+            assert tool._headers()["Authorization"] == "Bearer secret-token"
+
+
+class TestAuthHeader:
+    def test_auth_header_configurable(self):
+        """Default sends Bearer; a custom header name sends the raw token."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        default = RegistryProxyTool(proxy_url="https://r.example.com", token="tok")
+        assert default._headers()["Authorization"] == "Bearer tok"
+        assert "X-Treg-Token" not in default._headers()
+
+        custom = RegistryProxyTool(
+            proxy_url="https://r.example.com", token="tok", auth_header="X-Treg-Token"
+        )
+        headers = custom._headers()
+        assert headers["X-Treg-Token"] == "tok"
+        assert "Authorization" not in headers
+
+    def test_auth_header_from_env(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        with patch.dict(os.environ, {
+            "TOOL_PROXY_URL": "https://trusted.example.com",
+            "TOOL_PROXY_TOKEN": "secret-token",
+            "TOOL_PROXY_AUTH_HEADER": "X-Treg-Token",
+        }):
+            tool = RegistryProxyTool()
+            headers = tool._headers()
+            assert headers["X-Treg-Token"] == "secret-token"
+            assert "Authorization" not in headers
+
+
+class TestSearch:
+    def test_search_success(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"matches": [{"id": "seo.backlinks"}]}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="t")
+        result = tool.search("backlinks for a domain")
+
+        assert result["matches"][0]["id"] == "seo.backlinks"
+        client.get.assert_called_once_with(
+            "https://r.example.com/catalog/search",
+            params={"q": "backlinks for a domain"},
+            headers={"Content-Type": "application/json", "Authorization": "Bearer t"},
+        )
+
+    def test_search_requires_query(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        assert tool.search("")["error"] == "query is required"
+
+
+class TestDescribe:
+    def test_describe_success(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"id": "seo.backlinks", "price_per_call": 0.01}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        result = tool.describe("seo.backlinks")
+
+        assert result["price_per_call"] == 0.01
+        client.get.assert_called_once_with(
+            "https://r.example.com/catalog/endpoints/seo.backlinks",
+            headers={"Content-Type": "application/json"},
+        )
+
+    def test_describe_uses_endpoints_path(self, mock_httpx):
+        """The real registry route is /catalog/endpoints/{id}, not /catalog/{id}."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"id": "diffbot.people.enrich", "method": "GET"}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="t")
+        tool.describe("diffbot.people.enrich")
+
+        client.get.assert_called_once_with(
+            "https://r.example.com/catalog/endpoints/diffbot.people.enrich",
+            headers={"Content-Type": "application/json", "Authorization": "Bearer t"},
+        )
+
+    def test_describe_path_configurable(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"id": "seo.backlinks"}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(
+            proxy_url="https://r.example.com",
+            describe_path="/catalog/{tool_id}",
+        )
+        tool.describe("seo.backlinks")
+
+        client.get.assert_called_once_with(
+            "https://r.example.com/catalog/seo.backlinks",
+            headers={"Content-Type": "application/json"},
+        )
+
+    def test_describe_path_from_env(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"id": "seo.backlinks"}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        with patch.dict(os.environ, {
+            "TOOL_PROXY_URL": "https://r.example.com",
+            "TOOL_PROXY_DESCRIBE_PATH": "/v2/endpoints/{tool_id}",
+        }):
+            tool = RegistryProxyTool()
+            tool.describe("seo.backlinks")
+
+        client.get.assert_called_once_with(
+            "https://r.example.com/v2/endpoints/seo.backlinks",
+            headers={"Content-Type": "application/json"},
+        )
+
+    def test_describe_path_missing_placeholder_errors(self, mock_httpx):
+        """A template lacking {tool_id} must return an error, not silently misroute."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        client = Mock()
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(
+            proxy_url="https://r.example.com",
+            describe_path="/catalog/static",
+        )
+        result = tool.describe("seo.backlinks")
+
+        assert "must contain '{tool_id}'" in result["error"]
+        client.get.assert_not_called()
+
+    def test_describe_path_malformed_template_errors(self, mock_httpx):
+        """A malformed template must return an error instead of raising."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        client = Mock()
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(
+            proxy_url="https://r.example.com",
+            describe_path="/catalog/{tool_id}/{unknown}",
+        )
+        result = tool.describe("seo.backlinks")
+
+        assert "Invalid describe path template" in result["error"]
+        client.get.assert_not_called()
+
+    def test_describe_encodes_tool_id(self, mock_httpx):
+        """A tool_id with path-changing characters is URL-encoded."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"id": "x"}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        tool.describe("../admin?x=1")
+
+        client.get.assert_called_once_with(
+            "https://r.example.com/catalog/endpoints/..%2Fadmin%3Fx%3D1",
+            headers={"Content-Type": "application/json"},
+        )
+
+
+class TestCall:
+    def test_call_success(self, mock_httpx):
+        """Explicit method=POST skips describe and posts a JSON body."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"data": {"backlinks": 42}}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.request.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="t")
+        result = tool.call("seo.backlinks", {"domain": "example.com"}, method="POST")
+
+        assert result["data"]["backlinks"] == 42
+        client.request.assert_called_once_with(
+            "POST",
+            "https://r.example.com/call/seo.backlinks",
+            json={"domain": "example.com"},
+            headers={"Content-Type": "application/json", "Authorization": "Bearer t"},
+        )
+        client.get.assert_not_called()
+
+    def test_call_requires_tool_id(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        assert tool.call("")["error"] == "tool_id is required"
+
+    def test_call_normalizes_explicit_method_whitespace(self, mock_httpx):
+        """An explicit method with whitespace/casing is normalized (GET -> query)."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"data": {"ok": True}}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        result = tool.call("t.id", {"q": "x"}, method=" get ")
+
+        assert result["data"]["ok"] is True
+        client.get.assert_called_once_with(
+            "https://r.example.com/call/t.id",
+            params={"q": "x"},
+            headers={"Content-Type": "application/json"},
+        )
+        client.request.assert_not_called()
+
+    def test_call_rejects_unsupported_method(self, mock_httpx):
+        """An unsupported/mislabelled method is rejected before any request."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        client = Mock()
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        result = tool.call("t.id", {}, method="TRACE")
+
+        assert "Unsupported HTTP method 'TRACE'" in result["error"]
+        client.get.assert_not_called()
+        client.request.assert_not_called()
+
+    def test_call_encodes_tool_id_in_url(self, mock_httpx):
+        """A tool_id with path-changing characters is URL-encoded on /call."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        response = Mock()
+        response.json.return_value = {"data": "ok"}
+        response.raise_for_status.return_value = None
+        client = Mock()
+        client.request.return_value = response
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        tool.call("../admin", {}, method="POST")
+
+        client.request.assert_called_once_with(
+            "POST",
+            "https://r.example.com/call/..%2Fadmin",
+            json={},
+            headers={"Content-Type": "application/json"},
+        )
+
+    def test_call_derives_post_method_from_describe(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"id": "seo.backlinks", "method": "POST"}
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": {"backlinks": 42}}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        client.request.return_value = call_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="t")
+        result = tool.call("seo.backlinks", {"domain": "example.com"})
+
+        assert result["data"]["backlinks"] == 42
+        client.request.assert_called_once_with(
+            "POST",
+            "https://r.example.com/call/seo.backlinks",
+            json={"domain": "example.com"},
+            headers={"Content-Type": "application/json", "Authorization": "Bearer t"},
+        )
+
+    def test_call_uses_declared_method(self, mock_httpx):
+        """describe says GET -> GET with query params (no JSON body)."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {
+            "id": "diffbot.people.enrich", "method": "GET"
+        }
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": {"name": "Jane"}}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.side_effect = [describe_resp, call_resp]
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="t")
+        result = tool.call("diffbot.people.enrich", {"query": "type=email"})
+
+        assert result["data"]["name"] == "Jane"
+        client.request.assert_not_called()
+        # First get = describe, second get = the GET call with query params.
+        assert client.get.call_count == 2
+        call_args = client.get.call_args_list[1]
+        assert call_args.args[0] == "https://r.example.com/call/diffbot.people.enrich"
+        assert call_args.kwargs["params"] == {"query": "type=email"}
+
+    def test_call_explicit_get_skips_describe(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": "ok"}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = call_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="t")
+        result = tool.call("diffbot.people.enrich", {"q": "x"}, method="GET")
+
+        assert result["data"] == "ok"
+        client.get.assert_called_once_with(
+            "https://r.example.com/call/diffbot.people.enrich",
+            params={"q": "x"},
+            headers={"Content-Type": "application/json", "Authorization": "Bearer t"},
+        )
+
+    def test_call_defaults_to_post_when_method_absent(self, mock_httpx):
+        """describe omits method -> default to POST with JSON body."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"id": "seo.backlinks"}
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": "ok"}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        client.request.return_value = call_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        result = tool.call("seo.backlinks", {"domain": "x"})
+
+        assert result["data"] == "ok"
+        client.request.assert_called_once_with(
+            "POST",
+            "https://r.example.com/call/seo.backlinks",
+            json={"domain": "x"},
+            headers={"Content-Type": "application/json"},
+        )
+
+    def test_guarded_call_works_on_get_endpoint(self, mock_httpx):
+        """Regression: spend guard + GET endpoint end-to-end (describe fetched once)."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {
+            "id": "diffbot.people.enrich", "method": "GET", "price_per_call": 0.05
+        }
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": "ok", "price_per_call": 0.05}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.side_effect = [describe_resp, call_resp]
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(
+            proxy_url="https://r.example.com", max_session_spend=1.0
+        )
+        result = tool.call("diffbot.people.enrich", {"query": "type=email"})
+
+        assert result["data"] == "ok"
+        assert tool._session_spend == pytest.approx(0.05)
+        client.request.assert_not_called()
+        # describe reused from the guard: exactly one describe + one GET call.
+        assert client.get.call_count == 2
+        assert client.get.call_args_list[1].kwargs["params"] == {"query": "type=email"}
+
+
+# The live registry (v0.11.0) nests the endpoint fields under an ``endpoint``
+# key and expresses cost as a structured object; fixtures mirror that shape so
+# unit tests exercise the real wire schema, not a flattened approximation.
+_LIVE_ENDPOINT_DOC = {
+    "endpoint": {
+        "id": "diffbot.people.enrich",
+        "method": "GET",
+        "cost": {
+            "type": "per_call",
+            "value": 25,
+            "currency": "credit",
+            "per": 1,
+            "usd": 0.0299,
+        },
+    },
+    "provider": {},
+    "siblings": [],
+    "call_template": "…",
+    "example_response": {},
+    "hints": [],
+}
+
+
+class TestExtractors:
+    def test_extract_method_nested_endpoint_envelope(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        assert RegistryProxyTool._extract_method(
+            {"endpoint": {"method": "GET"}}
+        ) == "GET"
+        # Flat form still works.
+        assert RegistryProxyTool._extract_method({"method": "post"}) == "POST"
+        # Absent -> None (default POST applies downstream).
+        assert RegistryProxyTool._extract_method({"endpoint": {}}) is None
+        assert RegistryProxyTool._extract_method({}) is None
+
+    def test_extract_price_structured_cost_usd(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        # Nested endpoint.cost.usd is preferred (guard budgets are USD).
+        assert RegistryProxyTool._extract_price(_LIVE_ENDPOINT_DOC) == 0.0299
+        assert RegistryProxyTool._extract_price(
+            {"cost": {"usd": 0.0299, "value": 25}}
+        ) == 0.0299
+        # Flat numeric forms unchanged.
+        assert RegistryProxyTool._extract_price({"price_per_call": 0.05}) == 0.05
+        assert RegistryProxyTool._extract_price({"price": 0.02}) == 0.02
+        assert RegistryProxyTool._extract_price({"cost": 0.03}) == 0.03
+        # Nested flat number under the envelope.
+        assert RegistryProxyTool._extract_price(
+            {"endpoint": {"price_per_call": 0.07}}
+        ) == 0.07
+        # Non-numeric/absent -> None (fail-closed downstream).
+        assert RegistryProxyTool._extract_price({"cost": {"value": 25}}) is None
+        assert RegistryProxyTool._extract_price({}) is None
+
+
+class TestLiveEnvelope:
+    def test_call_auto_derives_get_from_live_shape(self, mock_httpx):
+        """The live nested envelope must yield an auto-derived GET (no method=)."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = _LIVE_ENDPOINT_DOC
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": {"name": "Jane"}}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.side_effect = [describe_resp, call_resp]
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="t")
+        result = tool.call("diffbot.people.enrich", {"query": "type=email"})
+
+        assert result["data"]["name"] == "Jane"
+        client.request.assert_not_called()
+        assert client.get.call_count == 2
+        call_args = client.get.call_args_list[1]
+        assert call_args.args[0] == "https://r.example.com/call/diffbot.people.enrich"
+        assert call_args.kwargs["params"] == {"query": "type=email"}
+
+    def test_guard_quotes_real_price_from_live_shape(self, mock_httpx):
+        """Guard must quote the structured cost's usd, not fail-closed."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = _LIVE_ENDPOINT_DOC
+        describe_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(
+            proxy_url="https://r.example.com", max_cost_per_call=0.01
+        )
+        result = tool.call("diffbot.people.enrich", {"query": "type=email"})
+
+        assert "exceeds max_cost_per_call" in result["error"]
+        assert "0.0299" in result["error"]
+        assert "cannot enforce" not in result["error"]
+        client.request.assert_not_called()
+
+
+class TestErrorTaxonomy:
+    def test_auth_error(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        resp = Mock()
+        resp.status_code = 401
+        resp.text = "Unauthorized"
+        client = Mock()
+        client.get.side_effect = mock_httpx.HTTPStatusError("401", response=resp)
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", token="bad")
+        result = tool.search("x")
+        assert "Authentication failed" in result["error"]
+
+    def test_insufficient_balance_error(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        resp = Mock()
+        resp.status_code = 402
+        resp.text = "Payment Required"
+        client = Mock()
+        client.request.side_effect = mock_httpx.HTTPStatusError("402", response=resp)
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        result = tool.call("seo.backlinks", {}, method="POST")
+        assert "Insufficient balance" in result["error"]
+
+    def test_upstream_4xx_passthrough(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        resp = Mock()
+        resp.status_code = 404
+        resp.text = "Not Found"
+        client = Mock()
+        client.request.side_effect = mock_httpx.HTTPStatusError("404", response=resp)
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        result = tool.call("seo.backlinks", {}, method="POST")
+        assert "HTTP 404" in result["error"]
+
+    def test_timeout_error(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        client = Mock()
+        client.get.side_effect = mock_httpx.TimeoutException("timed out")
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", timeout=5.0)
+        result = tool.search("x")
+        assert "timed out after 5.0" in result["error"]
+
+    def test_missing_httpx(self):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com")
+        with patch.dict("sys.modules", {"httpx": None}):
+            with patch("builtins.__import__", side_effect=ImportError("no httpx")):
+                result = tool.search("x")
+                assert "httpx not installed" in result["error"]
+                assert "praisonai-tools[registry-proxy]" in result["error"]
+
+
+class TestSpendGuards:
+    def test_max_cost_per_call_denies(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"id": "seo.backlinks", "price_per_call": 0.50}
+        describe_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", max_cost_per_call=0.10)
+        result = tool.call("seo.backlinks", {})
+        assert "exceeds max_cost_per_call" in result["error"]
+        client.request.assert_not_called()
+
+    def test_max_session_spend_denies(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"price_per_call": 0.60}
+        describe_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", max_session_spend=1.0)
+        tool._session_spend = 0.50
+        result = tool.call("seo.backlinks", {})
+        assert "max_session_spend" in result["error"]
+        client.request.assert_not_called()
+
+    def test_within_budget_allows_and_tracks_spend(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"price_per_call": 0.05}
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": "ok", "price_per_call": 0.05}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        client.request.return_value = call_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", max_session_spend=1.0)
+        result = tool.call("seo.backlinks", {})
+        assert result["data"] == "ok"
+        assert tool._session_spend == pytest.approx(0.05)
+
+    @pytest.mark.parametrize("field", ["price_per_call", "price", "cost"])
+    def test_budget_check_accepts_price_and_cost_fields(self, mock_httpx, field):
+        """Budget check tolerates price_per_call/price/cost, matching recording."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"id": "seo.backlinks", field: 0.05}
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": "ok", field: 0.05}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        client.request.return_value = call_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", max_session_spend=1.0)
+        result = tool.call("seo.backlinks", {})
+        assert result["data"] == "ok"
+        assert tool._session_spend == pytest.approx(0.05)
+
+    def test_missing_price_fails_closed(self, mock_httpx):
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"id": "seo.backlinks"}
+        describe_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", max_cost_per_call=0.10)
+        result = tool.call("seo.backlinks", {})
+        assert "cannot enforce" in result["error"]
+        client.request.assert_not_called()
+
+    @pytest.mark.parametrize("bad_price", ["NaN", "Infinity", "-Infinity", -0.01])
+    def test_non_finite_or_negative_price_fails_closed(self, mock_httpx, bad_price):
+        """NaN/inf/negative prices must be rejected, not silently bypass the guard."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"price_per_call": bad_price}
+        describe_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", max_cost_per_call=0.10)
+        result = tool.call("seo.backlinks", {})
+        assert "cannot enforce" in result["error"]
+        client.request.assert_not_called()
+
+    def test_non_finite_response_charge_does_not_corrupt_spend(self, mock_httpx):
+        """A NaN/inf charge in the call response must not poison cumulative spend."""
+        from praisonai_tools.registry_proxy import RegistryProxyTool
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"price_per_call": 0.20}
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": "ok", "price_per_call": "NaN"}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        client.request.return_value = call_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        tool = RegistryProxyTool(proxy_url="https://r.example.com", max_session_spend=1.0)
+        result = tool.call("seo.backlinks", {})
+        assert result["data"] == "ok"
+        assert tool._session_spend == 0.20
+
+    def test_session_spend_persists_across_registry_call(self, mock_httpx):
+        """max_session_spend must accumulate across separate registry_call calls."""
+        from praisonai_tools.registry_proxy import registry_call
+
+        describe_resp = Mock()
+        describe_resp.json.return_value = {"price_per_call": 0.60}
+        describe_resp.raise_for_status.return_value = None
+        call_resp = Mock()
+        call_resp.json.return_value = {"data": "ok", "price_per_call": 0.60}
+        call_resp.raise_for_status.return_value = None
+        client = Mock()
+        client.get.return_value = describe_resp
+        client.request.return_value = call_resp
+        mock_httpx.Client.return_value.__enter__.return_value = client
+
+        first = registry_call(
+            "seo.backlinks", {},
+            proxy_url="https://r.example.com", token="t",
+            max_session_spend=1.0,
+        )
+        assert first["data"] == "ok"
+
+        second = registry_call(
+            "seo.backlinks", {},
+            proxy_url="https://r.example.com", token="t",
+            max_session_spend=1.0,
+        )
+        assert "max_session_spend" in second["error"]
+
+
+class TestDecoratedFunctions:
+    @patch("praisonai_tools.registry_proxy.registry_proxy.RegistryProxyTool")
+    def test_registry_search_function(self, mock_cls):
+        from praisonai_tools.registry_proxy import registry_search
+
+        instance = Mock()
+        instance.search.return_value = {"matches": []}
+        mock_cls.return_value = instance
+
+        registry_search("q", proxy_url="https://r", token="t")
+        mock_cls.assert_called_once_with(
+            proxy_url="https://r", token="t", auth_header=None
+        )
+        instance.search.assert_called_once_with("q")
+
+    @patch("praisonai_tools.registry_proxy.registry_proxy.RegistryProxyTool")
+    def test_registry_call_function_passes_guards(self, mock_cls):
+        from praisonai_tools.registry_proxy import registry_call
+
+        instance = Mock()
+        instance.call.return_value = {"data": "ok"}
+        mock_cls.return_value = instance
+
+        registry_call(
+            "seo.backlinks",
+            {"domain": "x"},
+            proxy_url="https://r",
+            token="t",
+            max_cost_per_call=0.1,
+            max_session_spend=1.0,
+        )
+        mock_cls.assert_called_once_with(
+            proxy_url="https://r",
+            token="t",
+            max_cost_per_call=0.1,
+            max_session_spend=1.0,
+            auth_header=None,
+            describe_path=None,
+        )
+        instance.call.assert_called_once_with("seo.backlinks", {"domain": "x"}, None)
+
+    @patch("praisonai_tools.registry_proxy.registry_proxy.RegistryProxyTool")
+    def test_registry_call_function_passes_method(self, mock_cls):
+        from praisonai_tools.registry_proxy import registry_call
+
+        instance = Mock()
+        instance.call.return_value = {"data": "ok"}
+        mock_cls.return_value = instance
+
+        registry_call(
+            "diffbot.people.enrich",
+            {"query": "type=email"},
+            proxy_url="https://r",
+            token="t",
+            method="GET",
+        )
+        instance.call.assert_called_once_with(
+            "diffbot.people.enrich", {"query": "type=email"}, "GET"
+        )
+
+
+def test_smoke_import():
+    from praisonai_tools.registry_proxy import (
+        RegistryProxyTool,
+        registry_search,
+        registry_describe,
+        registry_call,
+    )
+
+    assert callable(registry_search)
+    assert callable(registry_describe)
+    assert callable(registry_call)
+    assert RegistryProxyTool().name == "registry_proxy"
+
+
+@pytest.mark.integration
+def test_live_smoke():
+    """Gated live smoke test; skipped unless TOOL_PROXY_URL is configured."""
+    proxy_url = os.getenv("TOOL_PROXY_URL")
+    if not proxy_url:
+        pytest.skip("TOOL_PROXY_URL not set")
+    from praisonai_tools.registry_proxy import registry_search
+
+    result = registry_search("backlinks for a domain")
+    assert isinstance(result, dict)
+    assert "error" not in result

tests/test_registry_skills_compat.py

@@ -0,0 +1,25 @@
+"""Tier 0: pin that registry-installed skills (./.claude/skills/) are discoverable.
+
+Registries that expose ``skill install <name>`` install into ``./.claude/skills/``.
+PraisonAI's skill discovery already scans that directory, so registry-installed
+skills are discoverable with zero connector code. This test pins that contract.
+"""
+
+import os
+import pytest
+
+
+def test_claude_skills_dir_is_scanned(tmp_path, monkeypatch):
+    discovery = pytest.importorskip("praisonaiagents.skills.discovery")
+
+    skills_dir = tmp_path / ".claude" / "skills" / "my-registry-skill"
+    skills_dir.mkdir(parents=True)
+
+    monkeypatch.chdir(tmp_path)
+    dirs = discovery.get_default_skill_dirs()
+
+    claude_skills = tmp_path / ".claude" / "skills"
+    assert any(os.path.samefile(str(d), str(claude_skills)) for d in dirs), (
+        "PraisonAI must scan ./.claude/skills/ so registry-installed skills are "
+        "discoverable with zero connector code."
+    )

tests/test_tool_discovery.py

@@ -0,0 +1,185 @@
+"""Regression tests for automatic tool discovery.
+
+These guard the "shipped but not importable" gap: every public tool symbol that
+ships under ``praisonai_tools/tools/`` must be reachable through both public
+import surfaces, and adding a new tool module must require no other edits.
+"""
+
+import ast
+import importlib
+import os
+
+import pytest
+
+import praisonai_tools
+from praisonai_tools import tools as tools_pkg
+from praisonai_tools.tools._discovery import (
+    build_manifest,
+    _iter_public_symbols,
+    _SKIP_MODULES,
+)
+
+TOOLS_DIR = os.path.dirname(tools_pkg.__file__)
+
+
+def _public_symbols(path):
+    with open(path, "r", encoding="utf-8") as fh:
+        source = fh.read()
+    return _iter_public_symbols(source, os.path.basename(path)[:-3])
+
+
+def _tool_modules():
+    for filename in sorted(os.listdir(TOOLS_DIR)):
+        module_name = filename[:-3]
+        if (
+            filename.endswith(".py")
+            and module_name not in _SKIP_MODULES
+            and not module_name.startswith("_")
+        ):
+            yield module_name
+
+
+def test_no_discovery_collisions():
+    _, collisions = build_manifest(TOOLS_DIR)
+    assert collisions == {}, f"Colliding tool symbols across modules: {collisions}"
+
+
+def test_every_shipped_module_parses():
+    """Every shipped tool module must parse.
+
+    Discovery deliberately swallows a per-module ``SyntaxError`` (logging a
+    warning) so one broken module cannot break the whole package import. The
+    downside is that a broken module silently drops out of the manifest and its
+    tools resolve as ``AttributeError`` rather than surfacing the real parse
+    error. This test closes that gap loudly at CI time: it parses each module
+    directly (not via the swallowing discovery helper) so a genuinely broken
+    shipped module fails here with the pointing ``SyntaxError``.
+    """
+    for module in _tool_modules():
+        path = os.path.join(TOOLS_DIR, module + ".py")
+        with open(path, "r", encoding="utf-8") as fh:
+            source = fh.read()
+        try:
+            ast.parse(source)
+        except SyntaxError as exc:  # pragma: no cover - fails only if a module breaks
+            pytest.fail(f"tools/{module}.py has a syntax error: {exc}")
+
+
+def test_manifest_covers_every_shipped_symbol():
+    manifest, _ = build_manifest(TOOLS_DIR)
+    for module in _tool_modules():
+        path = os.path.join(TOOLS_DIR, module + ".py")
+        for symbol in _public_symbols(path):
+            assert symbol in manifest, (
+                f"{symbol!r} defined in tools/{module}.py is not discoverable"
+            )
+
+
+def test_all_matches_manifest():
+    manifest, _ = build_manifest(TOOLS_DIR)
+    base = {
+        "BaseTool", "ToolResult", "ToolValidationError", "validate_tool",
+        "tool", "FunctionTool", "is_tool", "get_tool_schema",
+    }
+    expected = base | set(manifest)
+    assert set(tools_pkg.__all__) == expected
+    # The top-level package mirrors the tools package surface and additionally
+    # exposes the catalogue/discovery helpers (which are not tool symbols).
+    catalogue_exports = {"ToolCatalogueEntry", "list_tools", "get_tool_names"}
+    assert set(praisonai_tools.__all__) == set(tools_pkg.__all__) | catalogue_exports
+
+
+@pytest.mark.parametrize("name", [
+    "EmailTool", "SlackTool", "GitHubTool", "WeatherTool", "YouTubeTool",
+    "send_email", "get_weather", "search_youtube",
+    # Symbol from a module that declares an explicit __all__ (author intent).
+    "NexusPredictionMarketTool",
+    # External symbol living outside tools/ (exercises the absolute-path
+    # import branch in __getattr__ and the _EXTERNAL_SYMBOLS mapping).
+    "N8nWorkflowTool",
+])
+def test_known_symbols_resolve_both_surfaces(name):
+    assert getattr(tools_pkg, name) is getattr(praisonai_tools, name)
+
+
+def test_explicit_all_is_respected():
+    """A module declaring __all__ contributes exactly those public names."""
+    manifest, _ = build_manifest(TOOLS_DIR)
+    # nexus_prediction_market_tool.py declares __all__ with these two names.
+    assert manifest.get("NexusPredictionMarketTool") == "nexus_prediction_market_tool"
+    assert manifest.get("nexus_prediction_market_tool") == "nexus_prediction_market_tool"
+
+
+def test_lazy_import_not_eager(monkeypatch):
+    """Importing the package must not eagerly import a heavy tool module."""
+    import sys
+
+    # A representative heavy/optional tool module should not be imported until
+    # one of its symbols is accessed.
+    target = "praisonai_tools.tools.docker_tool"
+    sys.modules.pop(target, None)
+    importlib.reload(tools_pkg)
+    assert target not in sys.modules
+    # Accessing a symbol triggers the lazy import.
+    _ = tools_pkg.DockerTool
+    assert target in sys.modules
+
+
+def test_drop_in_new_tool(tmp_path, monkeypatch):
+    """A new module dropped into tools/ is importable with no other edits."""
+    if not os.access(TOOLS_DIR, os.W_OK):
+        pytest.skip("TOOLS_DIR is not writable (read-only install)")
+    echo_path = os.path.join(TOOLS_DIR, "echo_discovery_probe.py")
+    source = (
+        "from praisonai_tools.tools.decorator import tool\n\n\n"
+        "@tool\n"
+        "def echo_discovery_probe(text: str) -> str:\n"
+        "    '''Echo the given text.'''\n"
+        "    return text\n"
+    )
+    with open(echo_path, "w", encoding="utf-8") as fh:
+        fh.write(source)
+    try:
+        importlib.reload(tools_pkg)
+        fn = tools_pkg.echo_discovery_probe
+        assert fn("hi") == "hi"
+        assert "echo_discovery_probe" in tools_pkg.__all__
+    finally:
+        os.remove(echo_path)
+        importlib.reload(tools_pkg)
+
+
+def test_manifest_cache_roundtrip(tmp_path):
+    """The disk cache is written, reused, and invalidated on directory change."""
+    from praisonai_tools.tools import _discovery
+
+    pkg = tmp_path / "toolsdir"
+    pkg.mkdir()
+    (pkg / "sample_tool.py").write_text("class SampleTool:\n    pass\n")
+
+    manifest, _ = _discovery.build_manifest(str(pkg))
+    assert manifest.get("SampleTool") == "sample_tool"
+    cache_file = pkg / _discovery._CACHE_FILENAME
+    assert cache_file.exists(), "cache should be written after first scan"
+
+    # Second call must serve from cache (fingerprint unchanged) and match.
+    manifest2, _ = _discovery.build_manifest(str(pkg))
+    assert manifest2 == manifest
+
+    # Adding a module changes the fingerprint -> cache is rebuilt automatically.
+    (pkg / "second_tool.py").write_text("def second_tool():\n    return 1\n")
+    manifest3, _ = _discovery.build_manifest(str(pkg))
+    assert "second_tool" in manifest3
+
+
+def test_manifest_cache_corrupt_falls_back(tmp_path):
+    """A corrupt cache file must not break discovery."""
+    from praisonai_tools.tools import _discovery
+
+    pkg = tmp_path / "toolsdir"
+    pkg.mkdir()
+    (pkg / "sample_tool.py").write_text("class SampleTool:\n    pass\n")
+    (pkg / _discovery._CACHE_FILENAME).write_text("{ not valid json")
+
+    manifest, _ = _discovery.build_manifest(str(pkg))
+    assert manifest.get("SampleTool") == "sample_tool"

tests/unit/tools/test_fireflies_tool.py

@@ -0,0 +1,279 @@
+"""Unit tests for FirefliesTool."""
+
+import os
+from unittest.mock import MagicMock, patch
+
+from praisonai_tools.tools.fireflies_tool import (
+    FirefliesTool,
+    list_fireflies_meetings,
+    DEFAULT_API_URL,
+)
+
+
+def _mock_response(payload, status_code=200, headers=None):
+    resp = MagicMock()
+    resp.json.return_value = payload
+    resp.status_code = status_code
+    resp.headers = headers or {}
+    return resp
+
+
+# ── Configuration ───────────────────────────────────────────────────
+
+
+class TestConfiguration:
+    def test_api_key_from_arg(self):
+        tool = FirefliesTool(api_key="ff_xyz")
+        assert tool.api_key == "ff_xyz"
+
+    def test_api_key_from_env(self):
+        with patch.dict(os.environ, {"FIREFLIES_API_KEY": "envkey"}, clear=True):
+            tool = FirefliesTool()
+            assert tool.api_key == "envkey"
+
+    def test_default_api_url(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = FirefliesTool(api_key="x")
+            assert tool.api_url == DEFAULT_API_URL
+
+    def test_api_url_override_from_env(self):
+        with patch.dict(
+            os.environ, {"FIREFLIES_API_URL": "https://proxy.local/graphql"}, clear=True
+        ):
+            tool = FirefliesTool(api_key="x")
+            assert tool.api_url == "https://proxy.local/graphql"
+
+
+# ── _graphql wiring ─────────────────────────────────────────────────
+
+
+class TestGraphQL:
+    def test_missing_key_returns_distinct_error(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = FirefliesTool()
+            assert tool._graphql("query { x }") == {"error": "FIREFLIES_API_KEY required"}
+
+    def test_sends_bearer_header(self):
+        tool = FirefliesTool(api_key="ff_xyz")
+        with patch("requests.post") as post:
+            post.return_value = _mock_response({"data": {"ok": True}})
+            tool._graphql("query { x }", {"v": 1})
+            kwargs = post.call_args.kwargs
+            assert kwargs["headers"]["Authorization"] == "Bearer ff_xyz"
+            assert kwargs["json"] == {"query": "query { x }", "variables": {"v": 1}}
+
+    def test_maps_401_to_auth_error(self):
+        tool = FirefliesTool(api_key="bad")
+        with patch("requests.post", return_value=_mock_response({}, status_code=401)):
+            result = tool._graphql("query { x }")
+        assert result["status_code"] == 401
+        assert "authentication failed" in result["error"]
+
+    def test_maps_403_to_auth_error(self):
+        tool = FirefliesTool(api_key="bad")
+        with patch("requests.post", return_value=_mock_response({}, status_code=403)):
+            result = tool._graphql("query { x }")
+        assert result["status_code"] == 403
+
+    def test_rate_limit_surfaces_retry_after(self):
+        tool = FirefliesTool(api_key="x")
+        resp = _mock_response({}, status_code=429, headers={"Retry-After": "12"})
+        with patch("requests.post", return_value=resp):
+            result = tool._graphql("query { x }")
+        assert result["status_code"] == 429
+        assert result["retry_after"] == "12"
+
+    def test_graphql_errors_are_flattened(self):
+        tool = FirefliesTool(api_key="x")
+        payload = {"errors": [{"message": "boom"}, {"message": "bad"}]}
+        with patch("requests.post", return_value=_mock_response(payload)):
+            assert tool._graphql("query { x }") == {"error": "boom; bad"}
+
+    def test_handles_request_exception(self):
+        tool = FirefliesTool(api_key="x")
+        with patch("requests.post", side_effect=RuntimeError("net")):
+            assert tool._graphql("q") == {"error": "net"}
+
+    def test_rejects_non_https_url(self):
+        tool = FirefliesTool(api_key="x", api_url="http://insecure.local/graphql")
+        with patch("requests.post") as post:
+            result = tool._graphql("query { x }")
+        post.assert_not_called()
+        assert result == {"error": "FIREFLIES_API_URL must use HTTPS"}
+
+    def test_rate_limit_from_graphql_payload(self):
+        tool = FirefliesTool(api_key="x")
+        payload = {
+            "errors": [{"extensions": {"metadata": {"retryAfter": 30}}}]
+        }
+        resp = _mock_response(payload, status_code=429)
+        with patch("requests.post", return_value=resp):
+            result = tool._graphql("query { x }")
+        assert result["status_code"] == 429
+        assert result["retry_after"] == "30"
+
+    def test_generic_http_error_surfaces_status(self):
+        tool = FirefliesTool(api_key="x")
+        resp = _mock_response({"data": {"transcripts": None}}, status_code=500)
+        with patch("requests.post", return_value=resp):
+            result = tool._graphql("query { x }")
+        assert result["status_code"] == 500
+        assert "HTTP 500" in result["error"]
+
+
+# ── list_recent_meetings ────────────────────────────────────────────
+
+
+class TestListRecentMeetings:
+    def test_returns_normalised_meetings(self):
+        tool = FirefliesTool(api_key="x")
+        payload = {
+            "data": {
+                "transcripts": [
+                    {
+                        "id": "m1",
+                        "title": "Standup",
+                        "date": "2026-01-01",
+                        "duration": 15,
+                        "organizer_email": "[email protected]",
+                    }
+                ]
+            }
+        }
+        with patch("requests.post", return_value=_mock_response(payload)):
+            meetings = tool.list_recent_meetings(limit=5)
+        assert len(meetings) == 1
+        assert meetings[0]["title"] == "Standup"
+        assert meetings[0]["organizer_email"] == "[email protected]"
+
+    def test_after_cursor_maps_to_skip(self):
+        tool = FirefliesTool(api_key="x")
+        with patch(
+            "requests.post", return_value=_mock_response({"data": {"transcripts": []}})
+        ) as post:
+            tool.list_recent_meetings(limit=5, after="10")
+        sent = post.call_args.kwargs["json"]["variables"]
+        assert sent == {"limit": 5, "skip": 10}
+
+    def test_invalid_after_cursor(self):
+        tool = FirefliesTool(api_key="x")
+        assert tool.list_recent_meetings(after="notint") == [
+            {"error": "after must be an integer cursor"}
+        ]
+
+    def test_propagates_error(self):
+        tool = FirefliesTool(api_key="x")
+        with patch("requests.post", side_effect=RuntimeError("net")):
+            assert tool.list_recent_meetings() == [{"error": "net"}]
+
+    def test_limit_clamped_to_50(self):
+        tool = FirefliesTool(api_key="x")
+        with patch(
+            "requests.post", return_value=_mock_response({"data": {"transcripts": []}})
+        ) as post:
+            tool.list_recent_meetings(limit=500)
+        assert post.call_args.kwargs["json"]["variables"]["limit"] == 50
+
+
+# ── get_transcript ──────────────────────────────────────────────────
+
+
+class TestGetTranscript:
+    def test_requires_meeting_id(self):
+        tool = FirefliesTool(api_key="x")
+        assert tool.get_transcript(meeting_id="") == {"error": "meeting_id required"}
+
+    def test_returns_normalised_transcript(self):
+        tool = FirefliesTool(api_key="x")
+        payload = {
+            "data": {
+                "transcript": {
+                    "id": "m1",
+                    "title": "Standup",
+                    "date": "2026-01-01",
+                    "duration": 15,
+                    "organizer_email": "[email protected]",
+                    "summary": {"overview": "We talked."},
+                    "sentences": [
+                        {"text": "Hi", "speaker_name": "A", "start_time": 0.0}
+                    ],
+                }
+            }
+        }
+        with patch("requests.post", return_value=_mock_response(payload)):
+            transcript = tool.get_transcript(meeting_id="m1")
+        assert transcript["summary"] == "We talked."
+        assert transcript["sentence_count"] == 1
+
+    def test_not_found(self):
+        tool = FirefliesTool(api_key="x")
+        with patch(
+            "requests.post",
+            return_value=_mock_response({"data": {"transcript": None}}),
+        ):
+            assert tool.get_transcript(meeting_id="missing") == {
+                "error": "transcript not found"
+            }
+
+
+# ── search ──────────────────────────────────────────────────────────
+
+
+class TestSearch:
+    def test_requires_keywords(self):
+        tool = FirefliesTool(api_key="x")
+        assert tool.search(keywords="") == [{"error": "keywords required"}]
+
+    def test_returns_results(self):
+        tool = FirefliesTool(api_key="x")
+        payload = {
+            "data": {
+                "transcripts": [
+                    {
+                        "id": "m1",
+                        "title": "Roadmap",
+                        "date": "2026-01-01",
+                        "organizer_email": "[email protected]",
+                    }
+                ]
+            }
+        }
+        with patch("requests.post", return_value=_mock_response(payload)) as post:
+            results = tool.search(keywords="roadmap", limit=3)
+        sent = post.call_args.kwargs["json"]["variables"]
+        assert sent == {"keyword": "roadmap", "limit": 3}
+        assert results[0]["title"] == "Roadmap"
+
+
+# ── run() dispatcher ────────────────────────────────────────────────
+
+
+class TestRunDispatcher:
+    def test_unknown_action(self):
+        tool = FirefliesTool(api_key="x")
+        assert tool.run(action="bogus") == {"error": "Unknown action: bogus"}
+
+    def test_routes_get_transcript(self):
+        tool = FirefliesTool(api_key="x")
+        with patch.object(tool, "get_transcript", return_value={"ok": True}) as m:
+            out = tool.run(action="get-transcript", meeting_id="m1")
+        m.assert_called_once_with(meeting_id="m1")
+        assert out == {"ok": True}
+
+    def test_routes_search(self):
+        tool = FirefliesTool(api_key="x")
+        with patch.object(tool, "search", return_value=[]) as m:
+            tool.run(action="search", keywords="hi", limit=5)
+        m.assert_called_once_with(keywords="hi", limit=5)
+
+
+# ── Module-level helper ─────────────────────────────────────────────
+
+
+class TestListFirefliesMeetingsHelper:
+    def test_delegates_to_tool(self):
+        with patch.object(
+            FirefliesTool, "list_recent_meetings", return_value=["x"]
+        ) as m:
+            assert list_fireflies_meetings(limit=5) == ["x"]
+        m.assert_called_once_with(limit=5)

tests/unit/tools/test_keenable_search_tool.py

@@ -0,0 +1,273 @@
+"""Unit tests for KeenableSearchTool."""
+
+import json
+import os
+from unittest.mock import MagicMock, patch
+
+from praisonai_tools.tools.keenable_search_tool import (
+    KEENABLE_MAX_RESULTS,
+    KEENABLE_MAX_SNIPPET_CHARS,
+    KEENABLE_MAX_TITLE_CHARS,
+    KEENABLE_MAX_URL_CHARS,
+    KEENABLE_PUBLIC_SEARCH_URL,
+    KEENABLE_SEARCH_URL,
+    KeenableSearchTool,
+    _NoRedirect,
+    keenable_search,
+)
+
+
+class _FakeResponse:
+    """Minimal stand-in for an ``http.client.HTTPResponse`` context manager."""
+
+    def __init__(self, raw: bytes):
+        self._raw = raw
+
+    def read(self, amt=None):
+        """Return at most ``amt`` bytes, honouring the caller's read cap."""
+        if amt is None:
+            return self._raw
+        return self._raw[:amt]
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *_args):
+        return False
+
+
+def _payload(results):
+    return json.dumps({"results": results}).encode("utf-8")
+
+
+# ── Import + schema (CI smoke) ──────────────────────────────────────
+
+
+class TestImportAndSchema:
+    def test_import_via_package(self):
+        from praisonai_tools import KeenableSearchTool as PkgTool
+
+        assert PkgTool is KeenableSearchTool
+
+    def test_schema_generation(self):
+        tool = KeenableSearchTool()
+        schema = tool.get_schema()
+        assert schema["function"]["name"] == "keenable_search"
+        assert "description" in schema["function"]
+        assert "action" in schema["function"]["parameters"]["properties"]
+
+
+# ── Endpoint selection ──────────────────────────────────────────────
+
+
+class TestEndpointSelection:
+    def test_public_endpoint_without_key(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = KeenableSearchTool()
+        assert tool.api_key == ""
+
+        captured = {}
+
+        def fake_open(request, timeout=None):
+            captured["url"] = request.full_url
+            captured["headers"] = dict(request.header_items())
+            return _FakeResponse(_payload([]))
+
+        opener = MagicMock()
+        opener.open.side_effect = fake_open
+        with patch("urllib.request.build_opener", return_value=opener):
+            tool.search("python", max_results=3)
+
+        assert captured["url"] == KEENABLE_PUBLIC_SEARCH_URL
+        header_names = {k.lower() for k in captured["headers"]}
+        assert "x-api-key" not in header_names
+        assert "X-keenable-title" in captured["headers"] or "X-Keenable-Title" in captured["headers"]
+
+    def test_authenticated_endpoint_with_key(self):
+        tool = KeenableSearchTool(api_key="secret-key")
+        captured = {}
+
+        def fake_open(request, timeout=None):
+            captured["url"] = request.full_url
+            captured["headers"] = dict(request.header_items())
+            return _FakeResponse(_payload([]))
+
+        opener = MagicMock()
+        opener.open.side_effect = fake_open
+        with patch("urllib.request.build_opener", return_value=opener):
+            tool.search("python", max_results=3)
+
+        assert captured["url"] == KEENABLE_SEARCH_URL
+        # urllib title-cases header keys.
+        assert captured["headers"].get("X-api-key") == "secret-key"
+
+
+# ── Result mapping + bounds ─────────────────────────────────────────
+
+
+class TestResultMapping:
+    def _run(self, tool, results):
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(_payload(results))
+        with patch("urllib.request.build_opener", return_value=opener):
+            return tool.search("q", max_results=10)
+
+    def test_maps_fields(self):
+        out = self._run(
+            KeenableSearchTool(),
+            [{"title": "T", "url": "https://example.com", "snippet": "hello world"}],
+        )
+        assert out == [{
+            "title": "T",
+            "url": "https://example.com",
+            "snippet": "hello world",
+            "provider": "keenable",
+        }]
+
+    def test_skips_entries_without_url(self):
+        out = self._run(
+            KeenableSearchTool(),
+            [{"title": "no url"}, {"title": "ok", "url": "https://a.com"}],
+        )
+        assert len(out) == 1
+        assert out[0]["url"] == "https://a.com"
+
+    def test_respects_max_results(self):
+        tool = KeenableSearchTool()
+        many = [{"url": f"https://a.com/{i}"} for i in range(10)]
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(_payload(many))
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = tool.search("q", max_results=3)
+        assert len(out) == 3
+
+    def test_zero_max_results_short_circuits(self):
+        out = KeenableSearchTool().search("q", max_results=0)
+        assert out == []
+
+    def test_empty_query_errors(self):
+        out = KeenableSearchTool().search("", max_results=5)
+        assert out == [{"error": "query is required"}]
+
+
+# ── Error handling ──────────────────────────────────────────────────
+
+
+class TestErrorHandling:
+    def test_invalid_shape_errors(self):
+        tool = KeenableSearchTool()
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(b'{"not_results": 1}')
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = tool.search("q")
+        assert out and "error" in out[0]
+
+    def test_oversized_response_errors(self):
+        tool = KeenableSearchTool()
+        oversized = b"x" * (1_000_001 + 1)
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(oversized)
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = tool.search("q")
+        assert out == [{"error": "Keenable returned an oversized response"}]
+
+    def test_http_error_is_captured(self):
+        tool = KeenableSearchTool()
+        opener = MagicMock()
+        opener.open.side_effect = RuntimeError("boom")
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = tool.search("q")
+        assert out == [{"error": "boom"}]
+
+
+# ── Protective bounds + redirect refusal ────────────────────────────
+
+
+class TestProtections:
+    def _capture_body(self, tool, requested):
+        """Run a search and return the decoded JSON request body sent."""
+        captured = {}
+
+        def fake_open(request, timeout=None):
+            captured["body"] = json.loads(request.data.decode("utf-8"))
+            return _FakeResponse(_payload([]))
+
+        opener = MagicMock()
+        opener.open.side_effect = fake_open
+        with patch("urllib.request.build_opener", return_value=opener):
+            tool.search("q", max_results=requested)
+        return captured["body"]
+
+    def test_caps_requested_results_at_limit(self):
+        """max_results above the hard cap is clamped before the request."""
+        body = self._capture_body(KeenableSearchTool(), requested=1000)
+        assert body["max_results"] == KEENABLE_MAX_RESULTS
+
+    def test_truncates_oversized_title(self):
+        """Titles longer than the cap are truncated with an ellipsis."""
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(
+            _payload([{"title": "T" * 5000, "url": "https://a.com"}])
+        )
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = KeenableSearchTool().search("q")
+        assert len(out[0]["title"]) == KEENABLE_MAX_TITLE_CHARS
+        assert out[0]["title"].endswith("…")
+
+    def test_truncates_oversized_snippet(self):
+        """Snippets longer than the cap are truncated with an ellipsis."""
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(
+            _payload([{"snippet": "s " * 5000, "url": "https://a.com"}])
+        )
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = KeenableSearchTool().search("q")
+        assert len(out[0]["snippet"]) == KEENABLE_MAX_SNIPPET_CHARS
+        assert out[0]["snippet"].endswith("…")
+
+    def test_skips_oversized_url(self):
+        """Results whose URL exceeds the length cap are dropped."""
+        long_url = "https://a.com/" + "x" * KEENABLE_MAX_URL_CHARS
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(
+            _payload([{"url": long_url}, {"url": "https://ok.com"}])
+        )
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = KeenableSearchTool().search("q")
+        assert out == [{
+            "title": "",
+            "url": "https://ok.com",
+            "snippet": "",
+            "provider": "keenable",
+        }]
+
+    def test_read_is_capped_at_limit(self):
+        """The body read is bounded, so an oversized stream still errors out."""
+        tool = KeenableSearchTool()
+        # Far larger than the cap; _FakeResponse.read honours the byte count,
+        # so this verifies the read limit rather than a pre-sized buffer.
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(b"x" * 5_000_000)
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = tool.search("q")
+        assert out == [{"error": "Keenable returned an oversized response"}]
+
+    def test_refuses_redirects(self):
+        """The redirect handler drops 3xx responses so no follow-up is sent."""
+        handler = _NoRedirect()
+        # Returning None is urllib's signal to NOT build/send a second request.
+        assert handler.redirect_request(
+            MagicMock(), MagicMock(), 302, "Found", {}, "https://evil.example"
+        ) is None
+
+
+# ── Module-level convenience function ───────────────────────────────
+
+
+class TestConvenienceFunction:
+    def test_keenable_search_function(self):
+        opener = MagicMock()
+        opener.open.return_value = _FakeResponse(_payload([{"url": "https://a.com"}]))
+        with patch("urllib.request.build_opener", return_value=opener):
+            out = keenable_search("q", max_results=2)
+        assert out[0]["provider"] == "keenable"

tests/unit/tools/test_meeting_tools.py

@@ -0,0 +1,387 @@
+"""Unit tests for meeting_tools.
+
+All external clients (OpenAI, Chroma) are mocked so no network or heavy
+dependency is required. The SQLite persistence is redirected to a temp dir.
+"""
+
+from types import SimpleNamespace
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from praisonai_tools.tools import meeting_tools as mt
+
+
+@pytest.fixture(autouse=True)
+def _isolated_app_dir(tmp_path, monkeypatch):
+    """Point the meetings DB and vector store at a temp dir per test."""
+    monkeypatch.setenv("PRAISONAI_MEETINGS_DIR", str(tmp_path))
+    monkeypatch.setenv("PRAISONAI_MEETINGS_DB", str(tmp_path / "meetings.db"))
+    monkeypatch.setenv("OPENAI_API_KEY", "test-key")
+    yield
+
+
+# ── transcribe_file ─────────────────────────────────────────────────
+
+
+class TestTranscribeFile:
+    def test_missing_file(self):
+        result = mt.transcribe_file.__wrapped__("/no/such/file.mp3")
+        assert "error" in result
+        assert "not found" in result["error"].lower()
+
+    def _fake_response(self):
+        return SimpleNamespace(
+            text="Good morning everyone",
+            duration=12.5,
+            language="en",
+            segments=[
+                SimpleNamespace(start=0.0, end=4.2, text="Good morning everyone"),
+            ],
+        )
+
+    def test_success(self, tmp_path):
+        audio = tmp_path / "a.mp3"
+        audio.write_bytes(b"fake")
+        client = MagicMock()
+        client.audio.transcriptions.create.return_value = self._fake_response()
+        with patch.object(mt, "_get_openai_client", return_value=client):
+            result = mt.transcribe_file.__wrapped__(str(audio))
+        assert result["text"] == "Good morning everyone"
+        assert result["language"] == "en"
+        assert result["duration_seconds"] == 12.5
+        assert result["segments"][0]["start"] == 0.0
+        assert result["segments"][0]["end"] == 4.2
+
+    def test_403_error_mapping(self, tmp_path):
+        audio = tmp_path / "a.mp3"
+        audio.write_bytes(b"fake")
+        exc = Exception("403 forbidden")
+        setattr(exc, "status_code", 403)
+        client = MagicMock()
+        client.audio.transcriptions.create.side_effect = exc
+        with patch.object(mt, "_get_openai_client", return_value=client):
+            result = mt.transcribe_file.__wrapped__(str(audio))
+        assert "403" in result["error"] or "permission" in result["error"].lower()
+
+    def test_timeout_retries_once_then_fails(self, tmp_path):
+        audio = tmp_path / "a.mp3"
+        audio.write_bytes(b"fake")
+
+        class TimeoutError_(Exception):
+            pass
+
+        client = MagicMock()
+        client.audio.transcriptions.create.side_effect = TimeoutError_("timeout")
+        with patch.object(mt, "_get_openai_client", return_value=client):
+            result = mt.transcribe_file.__wrapped__(str(audio))
+        assert "timed out" in result["error"].lower()
+        assert client.audio.transcriptions.create.call_count == 2
+
+    def test_empty_audio(self, tmp_path):
+        audio = tmp_path / "a.mp3"
+        audio.write_bytes(b"fake")
+        client = MagicMock()
+        client.audio.transcriptions.create.return_value = SimpleNamespace(
+            text="", duration=0.0, language="en", segments=[]
+        )
+        with patch.object(mt, "_get_openai_client", return_value=client):
+            result = mt.transcribe_file.__wrapped__(str(audio))
+        assert result["error"] == "No speech detected in recording"
+
+
+# ── Meetings CRUD ───────────────────────────────────────────────────
+
+
+class TestMeetingsCRUD:
+    def test_save_and_get(self):
+        saved = mt.save_meeting.__wrapped__(
+            title="Weekly standup", source="file.mp3", metadata={"team": "eng"}
+        )
+        mid = saved["meeting_id"]
+        assert mid
+        record = mt.get_meeting.__wrapped__(mid)
+        assert record["title"] == "Weekly standup"
+        assert record["source"] == "file.mp3"
+        assert record["metadata"] == {"team": "eng"}
+
+    def test_save_requires_title(self):
+        assert "error" in mt.save_meeting.__wrapped__(title="")
+
+    def test_get_not_found(self):
+        assert "error" in mt.get_meeting.__wrapped__("nope")
+
+    def test_list(self):
+        mt.save_meeting.__wrapped__(title="A")
+        mt.save_meeting.__wrapped__(title="B")
+        meetings = mt.list_meetings.__wrapped__(limit=10, offset=0)
+        assert len(meetings) == 2
+        titles = {m["title"] for m in meetings}
+        assert titles == {"A", "B"}
+
+    def test_list_pagination(self):
+        for i in range(3):
+            mt.save_meeting.__wrapped__(title=f"M{i}")
+        page = mt.list_meetings.__wrapped__(limit=1, offset=1)
+        assert len(page) == 1
+
+
+# ── summarize_transcript ────────────────────────────────────────────
+
+
+class TestSummarize:
+    def test_requires_transcript(self):
+        assert "error" in mt.summarize_transcript.__wrapped__("")
+
+    def test_single_chunk(self):
+        payload = {
+            "summary": "It was a good meeting.",
+            "decisions": ["Ship on Friday"],
+            "topics": ["release"],
+            "key_quotes": [{"speaker": "Alex", "quote": "Ship it"}],
+        }
+        with patch.object(mt, "_chat_json", return_value=payload):
+            result = mt.summarize_transcript.__wrapped__("short transcript")
+        assert result["summary"] == "It was a good meeting."
+        assert result["decisions"] == ["Ship on Friday"]
+        assert result["topics"] == ["release"]
+        assert result["key_quotes"][0]["quote"] == "Ship it"
+
+    def test_map_reduce_merges_chunks(self):
+        long_text = "word " * 8000  # forces multiple summary chunks
+        calls = []
+
+        def fake_chat(system, user):
+            idx = len(calls)
+            calls.append(user)
+            return {
+                "summary": f"para{idx}",
+                "decisions": [f"d{idx}"],
+                "topics": ["t"],
+                "key_quotes": [{"speaker": None, "quote": f"q{idx}"}],
+            }
+
+        with patch.object(mt, "_chat_json", side_effect=fake_chat):
+            result = mt.summarize_transcript.__wrapped__(long_text)
+
+        assert len(calls) > 1
+        assert "para0" in result["summary"]
+        assert "t" in result["topics"]  # deduped
+        assert result["topics"].count("t") == 1
+        assert len(result["decisions"]) == len(calls)
+
+
+# ── extract_action_items ────────────────────────────────────────────
+
+
+class TestActionItems:
+    def test_requires_transcript(self):
+        assert "error" in mt.extract_action_items.__wrapped__("")
+
+    def test_returns_valid_schema(self):
+        payload = {
+            "action_items": [
+                {
+                    "description": "Fix API bug",
+                    "owner": "Alex",
+                    "due_date": "2026-09-05",
+                    "priority": "high",
+                }
+            ]
+        }
+        with patch.object(mt, "_chat_json", return_value=payload):
+            result = mt.extract_action_items.__wrapped__("transcript")
+        item = result["action_items"][0]
+        assert set(item.keys()) == {"description", "owner", "due_date", "priority"}
+        assert item["owner"] == "Alex"
+
+    def test_handles_empty(self):
+        with patch.object(mt, "_chat_json", return_value={}):
+            result = mt.extract_action_items.__wrapped__("transcript")
+        assert result["action_items"] == []
+
+
+# ── Fake in-memory vector collection ────────────────────────────────
+
+
+class _FakeCollection:
+    """Minimal Chroma-like collection using cosine-ish distance on tags."""
+
+    def __init__(self):
+        self.store = {}  # id -> (document, metadata, embedding)
+
+    def delete(self, where=None):
+        if not where:
+            self.store.clear()
+            return
+        mid = where.get("meeting_id")
+        for k in [k for k, v in self.store.items() if v[1].get("meeting_id") == mid]:
+            del self.store[k]
+
+    def add(self, ids, documents, embeddings, metadatas):
+        for i, _id in enumerate(ids):
+            self.store[_id] = (documents[i], metadatas[i], embeddings[i])
+
+    def query(self, query_embeddings, n_results):
+        q = query_embeddings[0]
+
+        def dist(emb):
+            return sum((a - b) ** 2 for a, b in zip(q, emb))
+
+        ranked = sorted(self.store.items(), key=lambda kv: dist(kv[1][2]))
+        ranked = ranked[:n_results]
+        return {
+            "documents": [[v[0] for _, v in ranked]],
+            "metadatas": [[v[1] for _, v in ranked]],
+            "distances": [[dist(v[2]) for _, v in ranked]],
+        }
+
+
+class TestIndexAndSearch:
+    def _embed_map(self):
+        # deterministic embeddings keyed by content keyword
+        def fake_embed(texts):
+            out = []
+            for t in texts:
+                if "apple" in t.lower():
+                    out.append([1.0, 0.0])
+                elif "banana" in t.lower():
+                    out.append([0.0, 1.0])
+                else:
+                    out.append([0.5, 0.5])
+            return out
+
+        return fake_embed
+
+    def test_index_and_rank(self):
+        coll = _FakeCollection()
+        m1 = mt.save_meeting.__wrapped__(title="Apple meeting")["meeting_id"]
+        m2 = mt.save_meeting.__wrapped__(title="Banana meeting")["meeting_id"]
+        with patch.object(mt, "_get_vector_collection", return_value=coll), patch.object(
+            mt, "_embed", side_effect=self._embed_map()
+        ):
+            mt.index_meeting.__wrapped__(m1, transcript="all about apple pie")
+            mt.index_meeting.__wrapped__(m2, transcript="all about banana bread")
+            results = mt.search_meetings.__wrapped__("apple", limit=2)
+
+        assert results[0]["meeting_id"] == m1
+        assert results[0]["score"] is not None
+        assert results[0]["title"] == "Apple meeting"
+
+    def test_reindex_does_not_duplicate(self):
+        coll = _FakeCollection()
+        mid = mt.save_meeting.__wrapped__(title="M")["meeting_id"]
+        with patch.object(mt, "_get_vector_collection", return_value=coll), patch.object(
+            mt, "_embed", side_effect=self._embed_map()
+        ):
+            r1 = mt.index_meeting.__wrapped__(mid, transcript="apple " * 600)
+            count_after_first = len(coll.store)
+            r2 = mt.index_meeting.__wrapped__(mid, transcript="apple " * 600)
+            count_after_second = len(coll.store)
+
+        assert r1["chunks_indexed"] == r2["chunks_indexed"]
+        assert count_after_first == count_after_second
+
+    def test_index_missing_transcript(self):
+        mid = mt.save_meeting.__wrapped__(title="M")["meeting_id"]
+        result = mt.index_meeting.__wrapped__(mid)
+        assert "error" in result
+
+    def test_search_requires_query(self):
+        assert "error" in mt.search_meetings.__wrapped__("")[0]
+
+    def test_segments_map_to_chunk_timestamps(self):
+        coll = _FakeCollection()
+        mid = mt.save_meeting.__wrapped__(title="Timed")["meeting_id"]
+        segments = [
+            {"start": 0.0, "end": 5.0, "text": "apple " * 200},
+            {"start": 5.0, "end": 12.0, "text": "banana " * 200},
+        ]
+        transcript = " ".join(s["text"].strip() for s in segments)
+        with patch.object(mt, "_get_vector_collection", return_value=coll), patch.object(
+            mt, "_embed", side_effect=self._embed_map()
+        ):
+            mt.index_meeting.__wrapped__(mid, transcript=transcript, segments=segments)
+            results = mt.search_meetings.__wrapped__("banana", limit=1)
+
+        assert results[0]["meeting_id"] == mid
+        # The best match ("banana") must carry a non-zero timestamp derived
+        # from the second segment, not the recording start.
+        assert results[0]["timestamp_start"] > 0.0
+        assert results[0]["timestamp_end"] >= results[0]["timestamp_start"]
+
+    def test_failed_reindex_preserves_existing_chunks(self):
+        coll = _FakeCollection()
+        mid = mt.save_meeting.__wrapped__(title="M")["meeting_id"]
+        with patch.object(mt, "_get_vector_collection", return_value=coll), patch.object(
+            mt, "_embed", side_effect=self._embed_map()
+        ):
+            mt.index_meeting.__wrapped__(mid, transcript="apple " * 600)
+        assert len(coll.store) > 0
+        original = dict(coll.store)
+
+        def boom(_texts):
+            raise RuntimeError("embedding backend down")
+
+        with patch.object(mt, "_get_vector_collection", return_value=coll), patch.object(
+            mt, "_embed", side_effect=boom
+        ):
+            result = mt.index_meeting.__wrapped__(mid, transcript="apple " * 600)
+
+        assert "error" in result
+        # Previous chunks must survive a failed re-index.
+        assert coll.store == original
+
+    def test_search_score_bounded_for_large_distance(self):
+        coll = _FakeCollection()
+        mid = mt.save_meeting.__wrapped__(title="Far")["meeting_id"]
+
+        def far_embed(texts):
+            # Query and doc are far apart -> squared-L2 distance > 1.
+            return [[10.0, 10.0] for _ in texts]
+
+        with patch.object(mt, "_get_vector_collection", return_value=coll), patch.object(
+            mt, "_embed", side_effect=lambda t: [[0.0, 0.0] for _ in t]
+        ):
+            mt.index_meeting.__wrapped__(mid, transcript="apple pie")
+        with patch.object(mt, "_get_vector_collection", return_value=coll), patch.object(
+            mt, "_embed", side_effect=far_embed
+        ):
+            results = mt.search_meetings.__wrapped__("pie", limit=1)
+
+        assert 0.0 < results[0]["score"] <= 1.0
+
+
+# ── Lazy import hygiene ─────────────────────────────────────────────
+
+
+def test_no_heavy_deps_at_import_time():
+    import sys
+
+    # meeting_tools is already imported at top; ensure it did not pull heavy deps.
+    mod = sys.modules["praisonai_tools.tools.meeting_tools"]
+    src = open(mod.__file__).read()
+    # No top-level (unindented) imports of openai/chromadb.
+    for line in src.splitlines():
+        if line.startswith("import openai") or line.startswith("from openai"):
+            raise AssertionError("openai imported at module top level")
+        if line.startswith("import chromadb") or line.startswith("from chromadb"):
+            raise AssertionError("chromadb imported at module top level")
+
+
+def test_all_tools_are_registerable():
+    import praisonai_tools
+
+    for name in (
+        "transcribe_file",
+        "save_meeting",
+        "get_meeting",
+        "list_meetings",
+        "summarize_transcript",
+        "extract_action_items",
+        "index_meeting",
+        "search_meetings",
+    ):
+        exported = getattr(praisonai_tools, name, None)
+        assert exported is not None, f"{name} is not exported"
+        assert exported is getattr(mt, name), f"{name} export is shadowed"

tests/unit/tools/test_reddit_tool.py

@@ -0,0 +1,176 @@
+"""Unit tests for RedditTool."""
+
+import os
+from unittest.mock import MagicMock, patch
+
+from praisonai_tools.tools.reddit_tool import RedditTool
+
+
+# ── Import + schema (CI smoke) ──────────────────────────────────────
+
+
+class TestImportAndSchema:
+    def test_import_via_package(self):
+        from praisonai_tools import RedditTool as PkgRedditTool
+
+        assert PkgRedditTool is RedditTool
+
+    def test_schema_generation(self):
+        tool = RedditTool(client_id="cid", client_secret="secret")
+        schema = tool.get_schema()
+        assert schema["function"]["name"] == "reddit"
+        assert "description" in schema["function"]
+        assert "action" in schema["function"]["parameters"]["properties"]
+
+
+# ── User-Agent ──────────────────────────────────────────────────────
+
+
+class TestUserAgent:
+    def test_default_user_agent_references_app_id(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = RedditTool(client_id="myappid", client_secret="secret")
+        assert "myappid" in tool.user_agent
+
+    def test_explicit_user_agent_wins(self):
+        tool = RedditTool(client_id="c", client_secret="s", user_agent="custom:ua:1.0")
+        assert tool.user_agent == "custom:ua:1.0"
+
+    def test_env_user_agent_used(self):
+        with patch.dict(os.environ, {"REDDIT_USER_AGENT": "env:ua:1.0"}, clear=True):
+            tool = RedditTool(client_id="c", client_secret="s")
+        assert tool.user_agent == "env:ua:1.0"
+
+
+# ── Write flag gating ───────────────────────────────────────────────
+
+
+class TestWriteGating:
+    def test_write_disabled_by_default(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = RedditTool(client_id="c", client_secret="s")
+        assert tool.allow_write is False
+
+    def test_env_enables_write(self):
+        with patch.dict(os.environ, {"REDDIT_ALLOW_WRITE": "1"}, clear=True):
+            tool = RedditTool(client_id="c", client_secret="s")
+        assert tool.allow_write is True
+
+    def test_post_comment_blocked_when_write_disabled(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = RedditTool(client_id="c", client_secret="s")
+        result = tool.post_comment(post_id="abc", body="hi")
+        assert "REDDIT_ALLOW_WRITE" in result["error"]
+
+    def test_submit_post_blocked_when_write_disabled(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = RedditTool(client_id="c", client_secret="s")
+        result = tool.submit_post(subreddit="test", title="T", body="B")
+        assert "REDDIT_ALLOW_WRITE" in result["error"]
+
+    def test_write_requires_account_credentials(self):
+        tool = RedditTool(client_id="c", client_secret="s", allow_write=True)
+        result = tool.post_comment(post_id="abc", body="hi")
+        assert "REDDIT_USERNAME" in result["error"]
+
+
+# ── Write actions (mocked praw) ─────────────────────────────────────
+
+
+def _writable_tool():
+    return RedditTool(
+        client_id="c",
+        client_secret="s",
+        username="u",
+        password="p",
+        allow_write=True,
+    )
+
+
+class TestPostComment:
+    def test_requires_post_id(self):
+        tool = _writable_tool()
+        assert tool.post_comment(post_id="", body="hi") == {"error": "post_id is required"}
+
+    def test_requires_body(self):
+        tool = _writable_tool()
+        assert tool.post_comment(post_id="abc", body="") == {"error": "body is required"}
+
+    def test_success(self):
+        tool = _writable_tool()
+        comment = MagicMock()
+        comment.id = "c1"
+        comment.permalink = "/r/test/comments/abc/x/c1/"
+        submission = MagicMock()
+        submission.reply.return_value = comment
+        reddit = MagicMock()
+        reddit.submission.return_value = submission
+        with patch.object(RedditTool, "reddit", new=reddit):
+            result = tool.post_comment(post_id="abc", body="hello")
+        submission.reply.assert_called_once_with("hello")
+        assert result["success"] is True
+        assert result["id"] == "c1"
+
+
+class TestSubmitPost:
+    def test_requires_subreddit(self):
+        tool = _writable_tool()
+        assert tool.submit_post(subreddit="", title="T") == {"error": "subreddit is required"}
+
+    def test_requires_title(self):
+        tool = _writable_tool()
+        assert tool.submit_post(subreddit="test", title="") == {"error": "title is required"}
+
+    def test_body_and_url_mutually_exclusive(self):
+        tool = _writable_tool()
+        result = tool.submit_post(subreddit="test", title="T", body="B", url="http://x")
+        assert "not both" in result["error"]
+
+    def test_selftext_success(self):
+        tool = _writable_tool()
+        submission = MagicMock()
+        submission.id = "p1"
+        submission.permalink = "/r/test/comments/p1/"
+        sub = MagicMock()
+        sub.submit.return_value = submission
+        reddit = MagicMock()
+        reddit.subreddit.return_value = sub
+        with patch.object(RedditTool, "reddit", new=reddit):
+            result = tool.submit_post(subreddit="test", title="T", body="B")
+        sub.submit.assert_called_once_with("T", selftext="B")
+        assert result["id"] == "p1"
+
+    def test_link_success(self):
+        tool = _writable_tool()
+        submission = MagicMock()
+        submission.id = "p2"
+        submission.permalink = "/r/test/comments/p2/"
+        sub = MagicMock()
+        sub.submit.return_value = submission
+        reddit = MagicMock()
+        reddit.subreddit.return_value = sub
+        with patch.object(RedditTool, "reddit", new=reddit):
+            result = tool.submit_post(subreddit="test", title="T", url="http://x")
+        sub.submit.assert_called_once_with("T", url="http://x")
+        assert result["id"] == "p2"
+
+
+# ── run() dispatcher ────────────────────────────────────────────────
+
+
+class TestRunDispatcher:
+    def test_unknown_action(self):
+        tool = RedditTool(client_id="c", client_secret="s")
+        assert tool.run(action="bogus") == {"error": "Unknown action: bogus"}
+
+    def test_routes_post_comment(self):
+        tool = RedditTool(client_id="c", client_secret="s")
+        with patch.object(tool, "post_comment", return_value={"ok": True}) as m:
+            tool.run(action="post_comment", post_id="abc", body="hi")
+        m.assert_called_once_with(post_id="abc", body="hi")
+
+    def test_routes_submit_post(self):
+        tool = RedditTool(client_id="c", client_secret="s")
+        with patch.object(tool, "submit_post", return_value={"ok": True}) as m:
+            tool.run(action="submit-post", subreddit="test", title="T", body="B")
+        m.assert_called_once_with(subreddit="test", title="T", body="B", url=None)

tests/unit/tools/test_stripe_tool.py

@@ -0,0 +1,248 @@
+"""Unit tests for StripeTool."""
+
+import os
+from unittest.mock import MagicMock, patch
+
+from praisonai_tools.tools.stripe_tool import StripeTool, get_stripe_customer
+
+
+def _mock_response(payload, status_code=200):
+    resp = MagicMock()
+    resp.json.return_value = payload
+    resp.status_code = status_code
+    return resp
+
+
+# ── Key handling / mode banner ──────────────────────────────────────
+
+
+class TestKeyAndMode:
+    def test_env_secret_key_fallback(self):
+        with patch.dict(os.environ, {"STRIPE_SECRET_KEY": "sk_test_x"}, clear=True):
+            tool = StripeTool()
+            assert tool.api_key == "sk_test_x"
+            assert tool._mode() == "test"
+
+    def test_stripe_api_key_fallback(self):
+        with patch.dict(os.environ, {"STRIPE_API_KEY": "sk_live_x"}, clear=True):
+            tool = StripeTool()
+            assert tool.api_key == "sk_live_x"
+            assert tool._mode() == "live"
+
+    def test_restricted_key_prefixes(self):
+        assert StripeTool(api_key="rk_test_x")._mode() == "test"
+        assert StripeTool(api_key="rk_live_x")._mode() == "live"
+
+    def test_unknown_mode(self):
+        assert StripeTool(api_key="weird")._mode() == "unknown"
+
+    def test_missing_key_returns_error(self):
+        with patch.dict(os.environ, {}, clear=True):
+            tool = StripeTool()
+            assert tool.get_customer(customer_id="cus_1") == {
+                "error": "STRIPE_SECRET_KEY (or STRIPE_API_KEY) is required"
+            }
+
+
+# ── get_customer ────────────────────────────────────────────────────
+
+
+class TestGetCustomer:
+    def test_requires_customer_id(self):
+        tool = StripeTool(api_key="sk_test_x")
+        assert tool.get_customer(customer_id="") == {"error": "customer_id is required"}
+
+    def test_returns_normalised_customer_with_banner(self):
+        tool = StripeTool(api_key="sk_test_x")
+        payload = {
+            "id": "cus_1",
+            "email": "[email protected]",
+            "name": "Alice",
+            "created": 123,
+            "currency": "usd",
+            "delinquent": False,
+        }
+        with patch("requests.request", return_value=_mock_response(payload)) as req:
+            result = tool.get_customer(customer_id="cus_1")
+
+        args, kwargs = req.call_args
+        assert args[0] == "get"
+        assert args[1].endswith("/customers/cus_1")
+        assert kwargs["headers"]["Authorization"] == "Bearer sk_test_x"
+        assert result["mode"] == "test"
+        assert result["id"] == "cus_1"
+        assert result["email"] == "[email protected]"
+
+    def test_propagates_stripe_error(self):
+        tool = StripeTool(api_key="sk_test_x")
+        payload = {"error": {"message": "No such customer", "type": "invalid_request_error"}}
+        with patch("requests.request", return_value=_mock_response(payload)):
+            assert tool.get_customer(customer_id="cus_x") == {"error": "No such customer"}
+
+    def test_handles_request_exception(self):
+        import requests
+
+        tool = StripeTool(api_key="sk_test_x")
+        with patch(
+            "requests.request",
+            side_effect=requests.exceptions.RequestException("boom"),
+        ):
+            result = tool.get_customer(customer_id="cus_1")
+        assert result["error"].startswith("API request failed")
+
+    def test_non_2xx_without_error_object_is_failure(self):
+        # A non-2xx response whose body lacks Stripe's usual ``error`` object
+        # must not be treated as a successful payload.
+        tool = StripeTool(api_key="sk_test_x")
+        with patch(
+            "requests.request",
+            return_value=_mock_response({"unexpected": "shape"}, status_code=502),
+        ):
+            result = tool.get_customer(customer_id="cus_1")
+        assert result == {"error": "Stripe API returned HTTP 502"}
+
+
+# ── get_payment_intent ──────────────────────────────────────────────
+
+
+class TestGetPaymentIntent:
+    def test_requires_id(self):
+        tool = StripeTool(api_key="sk_test_x")
+        assert tool.get_payment_intent(payment_intent_id="") == {
+            "error": "payment_intent_id is required"
+        }
+
+    def test_returns_normalised_intent(self):
+        tool = StripeTool(api_key="sk_test_x")
+        payload = {
+            "id": "pi_1",
+            "amount": 500,
+            "currency": "usd",
+            "status": "succeeded",
+            "customer": "cus_1",
+            "created": 1,
+        }
+        with patch("requests.request", return_value=_mock_response(payload)):
+            result = tool.get_payment_intent(payment_intent_id="pi_1")
+        assert result["status"] == "succeeded"
+        assert result["amount"] == 500
+        assert result["mode"] == "test"
+
+
+# ── list_payment_links ──────────────────────────────────────────────
+
+
+class TestListPaymentLinks:
+    def test_returns_links(self):
+        tool = StripeTool(api_key="sk_test_x")
+        payload = {
+            "data": [
+                {"id": "plink_1", "url": "https://pay/1", "active": True, "metadata": {}},
+                {"id": "plink_2", "url": "https://pay/2", "active": False, "metadata": {}},
+            ]
+        }
+        with patch("requests.request", return_value=_mock_response(payload)):
+            result = tool.list_payment_links(limit=2)
+        assert result["mode"] == "test"
+        assert len(result["payment_links"]) == 2
+        assert result["payment_links"][0]["id"] == "plink_1"
+
+    def test_clamps_limit(self):
+        tool = StripeTool(api_key="sk_test_x")
+        with patch("requests.request", return_value=_mock_response({"data": []})) as req:
+            tool.list_payment_links(limit=999)
+        assert "limit=100" in req.call_args[0][1]
+
+    def test_propagates_error(self):
+        tool = StripeTool(api_key="sk_test_x")
+        payload = {"error": {"message": "bad"}}
+        with patch("requests.request", return_value=_mock_response(payload)):
+            assert tool.list_payment_links() == {"error": "bad"}
+
+
+# ── create_payment_link (guardrails) ────────────────────────────────
+
+
+class TestCreatePaymentLink:
+    def test_requires_price_id(self):
+        tool = StripeTool(api_key="sk_test_x")
+        assert tool.create_payment_link(
+            price_id="", correlation_id="c1"
+        ) == {"error": "price_id is required"}
+
+    def test_requires_correlation_id(self):
+        tool = StripeTool(api_key="sk_test_x")
+        assert tool.create_payment_link(price_id="price_1") == {
+            "error": "correlation_id is required (stored as metadata)"
+        }
+
+    def test_rejects_bad_quantity(self):
+        tool = StripeTool(api_key="sk_test_x")
+        assert tool.create_payment_link(
+            price_id="price_1", correlation_id="c1", quantity=0
+        ) == {"error": "quantity must be >= 1"}
+
+    def test_success_sends_metadata_and_idempotency_key(self):
+        tool = StripeTool(api_key="sk_test_x")
+        payload = {
+            "id": "plink_1",
+            "url": "https://pay/1",
+            "active": True,
+            "metadata": {"correlation_id": "order-42"},
+        }
+        with patch("requests.request", return_value=_mock_response(payload)) as req:
+            result = tool.create_payment_link(
+                price_id="price_1",
+                quantity=2,
+                correlation_id="order-42",
+                idempotency_key="idem-1",
+            )
+
+        args, kwargs = req.call_args
+        assert args[0] == "post"
+        assert args[1].endswith("/payment_links")
+        assert kwargs["data"]["line_items[0][price]"] == "price_1"
+        assert kwargs["data"]["line_items[0][quantity]"] == 2
+        assert kwargs["data"]["metadata[correlation_id]"] == "order-42"
+        assert kwargs["headers"]["Idempotency-Key"] == "idem-1"
+        assert result["id"] == "plink_1"
+        assert result["mode"] == "test"
+
+
+# ── run() dispatcher ────────────────────────────────────────────────
+
+
+class TestRunDispatcher:
+    def test_unknown_action(self):
+        tool = StripeTool(api_key="sk_test_x")
+        assert tool.run(action="bogus") == {"error": "Unknown action: bogus"}
+
+    def test_routes_get_customer(self):
+        tool = StripeTool(api_key="sk_test_x")
+        with patch.object(tool, "get_customer", return_value={"ok": True}) as m:
+            tool.run(action="get_customer", customer_id="cus_1")
+        m.assert_called_once_with(customer_id="cus_1")
+
+    def test_routes_create_payment_link(self):
+        tool = StripeTool(api_key="sk_test_x")
+        with patch.object(tool, "create_payment_link", return_value={"ok": True}) as m:
+            tool.run(
+                action="create-payment-link",
+                price_id="price_1",
+                quantity=1,
+                correlation_id="c1",
+                idempotency_key="i1",
+            )
+        m.assert_called_once_with(
+            price_id="price_1", quantity=1, correlation_id="c1", idempotency_key="i1"
+        )
+
+
+# ── Module-level helper ─────────────────────────────────────────────
+
+
+class TestHelper:
+    def test_delegates_to_tool(self):
+        with patch.object(StripeTool, "get_customer", return_value={"id": "cus_1"}) as m:
+            assert get_stripe_customer("cus_1", api_key="sk_test_x") == {"id": "cus_1"}
+        m.assert_called_once_with(customer_id="cus_1")

tests/unit/tools/test_tool_discovery_ci.py

@@ -0,0 +1,50 @@
+"""CI-covered guard for automatic tool discovery.
+
+The full discovery regression suite lives at ``tests/test_tool_discovery.py``,
+but the CI workflow only runs ``pytest tests/unit --ignore=tests/unit/video``.
+That means the most important safety net there - proving every shipped tool
+module actually parses (so discovery never silently drops a tool) - would not
+execute in CI. This thin module re-runs that guard from inside the CI-covered
+path so a syntactically broken shipped module fails loudly at CI time with the
+pointing ``SyntaxError`` instead of surfacing later as a mystery
+``AttributeError`` on ``from praisonai_tools import SomeTool``.
+"""
+
+import ast
+import os
+
+import pytest
+
+from praisonai_tools import tools as tools_pkg
+from praisonai_tools.tools._discovery import _SKIP_MODULES, build_manifest
+
+TOOLS_DIR = os.path.dirname(tools_pkg.__file__)
+
+
+def _tool_modules():
+    for filename in sorted(os.listdir(TOOLS_DIR)):
+        module_name = filename[:-3]
+        if (
+            filename.endswith(".py")
+            and module_name not in _SKIP_MODULES
+            and not module_name.startswith("_")
+        ):
+            yield module_name
+
+
+def test_every_shipped_module_parses_in_ci():
+    """Every shipped tool module must parse under the running interpreter."""
+    for module in _tool_modules():
+        path = os.path.join(TOOLS_DIR, module + ".py")
+        with open(path, "r", encoding="utf-8") as fh:
+            source = fh.read()
+        try:
+            ast.parse(source)
+        except SyntaxError as exc:  # pragma: no cover - fails only if a module breaks
+            pytest.fail(f"tools/{module}.py has a syntax error: {exc}")
+
+
+def test_no_discovery_collisions_in_ci():
+    """No public tool symbol may be defined in two shipped modules."""
+    _, collisions = build_manifest(TOOLS_DIR)
+    assert collisions == {}, f"Colliding tool symbols across modules: {collisions}"

tests/unit/tools/test_youdotcom_tool.py

@@ -0,0 +1,81 @@
+"""Unit tests for You.com tools (no network, no API key required)."""
+
+from unittest.mock import MagicMock, patch
+
+from praisonai_tools.tools.youdotcom_tool import (
+    YouTools,
+    ydc,
+    ydc_search,
+    ydc_contents,
+    ydc_news,
+    ydc_images,
+)
+
+
+_FIND_SPEC = "praisonai_tools.tools.youdotcom_tool.util.find_spec"
+
+
+def test_missing_api_key_returns_error(monkeypatch):
+    monkeypatch.delenv("YDC_API_KEY", raising=False)
+    with patch(_FIND_SPEC, return_value=object()):
+        for fn, arg in (
+            (ydc_search, "q"),
+            (ydc_contents, "https://example.com"),
+            (ydc_news, "q"),
+            (ydc_images, "q"),
+        ):
+            result = fn(arg)
+            assert result == {
+                "error": "YDC_API_KEY environment variable is not set. Please set it to use You.com tools."
+            }
+
+
+def test_explicit_api_key_used_without_env(monkeypatch):
+    monkeypatch.delenv("YDC_API_KEY", raising=False)
+    fake_module = MagicMock()
+    with patch(_FIND_SPEC, return_value=object()), patch.dict(
+        "sys.modules", {"youdotcom": fake_module}
+    ):
+        client, error = YouTools(api_key="k")._get_client()
+
+    assert error is None
+    assert client is fake_module.You.return_value
+    fake_module.You.assert_called_once_with(api_key_auth="k")
+
+
+def test_ydc_alias():
+    assert ydc is ydc_search
+
+
+def test_search_uses_client_and_returns_dict():
+    response = MagicMock()
+    response.model_dump.return_value = {"results": {"web": [], "news": []}}
+    client = MagicMock()
+    client.search.unified.return_value = response
+
+    with patch.object(YouTools, "_get_client", return_value=(client, None)):
+        result = YouTools().search("ai", count=3, freshness="week")
+
+    assert result == {"results": {"web": [], "news": []}}
+    kwargs = client.search.unified.call_args.kwargs
+    assert kwargs["query"] == "ai"
+    assert kwargs["count"] == 3
+    assert kwargs["freshness"] == "week"
+
+
+def test_search_exception_is_reported_as_error():
+    client = MagicMock()
+    client.search.unified.side_effect = RuntimeError("boom")
+
+    with patch.object(YouTools, "_get_client", return_value=(client, None)):
+        result = YouTools().search("ai")
+
+    assert "boom" in result["error"]
+
+
+def test_discovered_via_package():
+    import praisonai_tools.tools as tools_pkg
+
+    assert tools_pkg.YouTools is YouTools
+    assert tools_pkg.ydc_search is ydc_search
+    assert tools_pkg.ydc is ydc_search

tests/unit/video/test_html_backend.py

@@ -1,10 +1,11 @@
 """Unit tests for HTML render backend."""
 
-import pytest
-import tempfile
 import asyncio
+import tempfile
 from pathlib import Path
-from unittest.mock import Mock, patch, AsyncMock
+from unittest.mock import AsyncMock, Mock, patch
+
+import pytest
 
 from praisonai_tools.video.motion_graphics.backend_html import HtmlRenderBackend
 from praisonai_tools.video.motion_graphics.protocols import RenderOpts
@@ -16,20 +17,29 @@ class TestHtmlRenderBackend:
     @pytest.mark.requires_video_deps
     def test_import_error_handling(self):
         """Test that import errors are handled properly."""
-        with patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', None):
-            with pytest.raises(ImportError, match="Playwright not installed"):
-                HtmlRenderBackend()
-        
-        with patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', None):
-            with pytest.raises(ImportError, match="imageio-ffmpeg not installed"):
-                HtmlRenderBackend()
+        with (
+            patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', None),
+            pytest.raises(ImportError, match="Playwright not installed"),
+        ):
+            HtmlRenderBackend()
+
+        # Ensure the playwright guard passes so the imageio-ffmpeg guard is the
+        # one under test, regardless of whether the optional deps are installed.
+        with (
+            patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', Mock()),
+            patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', None),
+            pytest.raises(ImportError, match="imageio-ffmpeg not installed"),
+        ):
+            HtmlRenderBackend()
     
     def test_init_success(self):
         """Test successful initialization."""
-        with patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', Mock()):
-            with patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', Mock()):
-                backend = HtmlRenderBackend()
-                assert backend is not None
+        with (
+            patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', Mock()),
+            patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', Mock()),
+        ):
+            backend = HtmlRenderBackend()
+            assert backend is not None
 
 
 class TestLinting:
@@ -37,9 +47,11 @@ class TestLinting:
     
     def setup_method(self):
         """Set up test fixtures."""
-        with patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', Mock()):
-            with patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', Mock()):
-                self.backend = HtmlRenderBackend()
+        with (
+            patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', Mock()),
+            patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', Mock()),
+        ):
+            self.backend = HtmlRenderBackend()
     
     @pytest.mark.asyncio
     async def test_lint_missing_index_html(self):
@@ -199,9 +211,11 @@ class TestRendering:
     
     def setup_method(self):
         """Set up test fixtures."""
-        with patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', Mock()):
-            with patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', Mock()):
-                self.backend = HtmlRenderBackend()
+        with (
+            patch('praisonai_tools.video.motion_graphics.backend_html.async_playwright', Mock()),
+            patch('praisonai_tools.video.motion_graphics.backend_html.imageio_ffmpeg', Mock()),
+        ):
+            self.backend = HtmlRenderBackend()
     
     @pytest.mark.asyncio
     async def test_render_missing_index_html(self):
@@ -322,8 +336,10 @@ class TestRendering:
         mock_process.returncode = 0
         mock_subprocess.return_value = mock_process
         
-        with patch.object(self.backend, '_get_ffmpeg_path', return_value='ffmpeg'):
-            with tempfile.TemporaryDirectory() as tmpdir:
+        with (
+            patch.object(self.backend, '_get_ffmpeg_path', return_value='ffmpeg'),
+            tempfile.TemporaryDirectory() as tmpdir,
+        ):
                 # Create fake frame files
                 frame_dir = Path(tmpdir)
                 frame_paths = []
@@ -358,8 +374,10 @@ class TestRendering:
         mock_process.returncode = 1
         mock_subprocess.return_value = mock_process
         
-        with patch.object(self.backend, '_get_ffmpeg_path', return_value='ffmpeg'):
-            with tempfile.TemporaryDirectory() as tmpdir:
+        with (
+            patch.object(self.backend, '_get_ffmpeg_path', return_value='ffmpeg'),
+            tempfile.TemporaryDirectory() as tmpdir,
+        ):
                 frame_path = Path(tmpdir) / "frame_000000.png"
                 frame_path.write_bytes(b"fake")
                 
@@ -379,8 +397,10 @@ class TestRendering:
         mock_process.kill = Mock()
         mock_subprocess.return_value = mock_process
         
-        with patch.object(self.backend, '_get_ffmpeg_path', return_value='ffmpeg'):
-            with tempfile.TemporaryDirectory() as tmpdir:
+        with (
+            patch.object(self.backend, '_get_ffmpeg_path', return_value='ffmpeg'),
+            tempfile.TemporaryDirectory() as tmpdir,
+        ):
                 frame_path = Path(tmpdir) / "frame_000000.png"
                 frame_path.write_bytes(b"fake")
                 

tests/unit/video/test_motion_graphics_agent.py

@@ -6,11 +6,11 @@ from pathlib import Path
 from unittest.mock import patch
 
 from praisonai_tools.video.motion_graphics.agent import (
-    create_motion_graphics_agent,
     RenderTools,
-    _resolve_backend
+    _resolve_backend,
+    create_motion_graphics_agent,
 )
-from praisonai_tools.video.motion_graphics.protocols import RenderResult, LintResult
+from praisonai_tools.video.motion_graphics.protocols import LintResult, RenderResult
 
 
 class MockAgent:

tests/unit/video/test_motion_graphics_protocols.py

@@ -3,10 +3,10 @@
 import pytest
 from pathlib import Path
 from praisonai_tools.video.motion_graphics.protocols import (
+    LintResult,
+    RenderBackendProtocol,
     RenderOpts,
-    LintResult, 
     RenderResult,
-    RenderBackendProtocol
 )
 
 

tests/unit/video/test_render_retries.py

@@ -1,12 +1,13 @@
 """Tests for render retry functionality."""
 
-import pytest
 import tempfile
 from pathlib import Path
 
+import pytest
+
 try:
     from praisonai_tools.video.motion_graphics.agent import RenderTools
-    from praisonai_tools.video.motion_graphics.protocols import RenderResult, RenderOpts
+    from praisonai_tools.video.motion_graphics.protocols import RenderOpts, RenderResult
     AGENT_AVAILABLE = True
 except ImportError:
     AGENT_AVAILABLE = False

tmpc8_hvm6m.html

@@ -1 +0,0 @@
-<html>mock visualization</html>