Merge remote-tracking branch 'origin/feat/soft-turn-limit' into eval/pr-review-engine

# Conflicts:
#	strix/core/runner.py
#	strix/skills/__init__.py

containers/Dockerfile

@@ -176,7 +176,7 @@ USER root
 # overwrite a root-owned binary under /usr/local/bin, which otherwise fails with
 # "cannot move binary" and aborts the scan. Pin the initial version for
 # reproducible builds; self-update then pulls fresh detectors at runtime.
-ARG TRUFFLEHOG_VERSION=3.95.9
+ARG TRUFFLEHOG_VERSION=3.99.2
 RUN curl -sSfL https://raw.githubusercontent.com/trufflesecurity/trufflehog/main/scripts/install.sh | sh -s -- -b /home/pentester/.local/bin "v${TRUFFLEHOG_VERSION}" && \
     chown -R pentester:pentester /home/pentester/.local
 RUN set -eux; \

strix/agents/factory.py

@@ -619,6 +619,8 @@ def _finish_tool_use_behavior(
     return ToolsToFinalOutputResult(is_final_output=False, final_output=None)
 
 
+_COVERAGE_TOOLS: tuple[Tool, ...] = (record_coverage, update_coverage, list_coverage)
+
 _BASE_TOOLS: tuple[Tool, ...] = (
     think,
     load_skill,
@@ -725,6 +727,7 @@ def build_strix_agent(
     supports_images: bool = True,
     finish_tool: Tool = finish_scan,
     report_tool: Tool = create_vulnerability_report,
+    coverage_tools: bool = True,
 ) -> SandboxAgent[Any]:
     """Build a SandboxAgent for either root or child use.
 
@@ -740,6 +743,8 @@ def build_strix_agent(
         finish_tool: The tool that ends the run, given to the root agent.
         report_tool: The tool every agent files findings with, in place of
             ``create_vulnerability_report``.
+        coverage_tools: Give the agent the coverage ledger tools and the
+            prompt rules for them.
     """
     if instructions_override is not None:
         instructions = instructions_override
@@ -754,6 +759,7 @@ def build_strix_agent(
             system_prompt_context=system_prompt_context,
             supports_images=supports_images,
             report_tool=report_tool.name,
+            coverage_tools=coverage_tools,
         )
 
     agent_tools = [*_EXTRA_TOOLS, *(extra_tools or [])]
@@ -761,6 +767,8 @@ def build_strix_agent(
         # Yielding to the user is only meaningful when one is attached.
         agent_tools.append(wait_for_user)
     base_tools = [report_tool if t is create_vulnerability_report else t for t in _BASE_TOOLS]
+    if not coverage_tools:
+        base_tools = [t for t in base_tools if t not in _COVERAGE_TOOLS]
     if is_root:
         tools: list[Tool] = [*base_tools, *agent_tools, finish_tool]
     else:
@@ -818,6 +826,7 @@ def make_child_factory(
     system_prompt_context: dict[str, Any] | None = None,
     supports_images: bool = True,
     report_tool: Tool = create_vulnerability_report,
+    coverage_tools: bool = True,
 ) -> Any:
     """Return the runner-owned builder used by ``spawn_child_agent``.
 
@@ -840,6 +849,7 @@ def make_child_factory(
             system_prompt_context=system_prompt_context,
             supports_images=supports_images,
             report_tool=report_tool,
+            coverage_tools=coverage_tools,
         )
 
     return _factory

strix/agents/prompt.py

@@ -87,6 +87,7 @@ def render_system_prompt(
     include_scope: bool = True,
     supports_images: bool = True,
     report_tool: str = "create_vulnerability_report",
+    coverage_tools: bool = True,
 ) -> str:
     """Render the system prompt. Returns empty string on template failure.
 
@@ -121,7 +122,9 @@ def render_system_prompt(
             is_root=is_root,
             is_diff_scoped=is_diff_scoped,
         )
-        skill_content = load_skills(skills_to_load, supports_images=supports_images)
+        skill_content = load_skills(
+            skills_to_load, supports_images=supports_images, coverage_tools=coverage_tools
+        )
         env.globals["get_skill"] = lambda name: skill_content.get(name, "")
 
         # Skills every agent of this kind loads come first, so siblings share them
@@ -135,6 +138,7 @@ def render_system_prompt(
             system_prompt_context=system_prompt_context or {},
             include_scope=include_scope,
             report_tool=report_tool,
+            coverage_tools=coverage_tools,
             **skill_content,
         )
     except Exception:

strix/agents/prompts/system_prompt.jinja

@@ -202,7 +202,9 @@ VALIDATION REQUIREMENTS:
 - Keep going until you find something that matters
 - CLOSURE DISCIPLINE: every candidate you open ends in exactly one explicit state — `confirmed` (working PoC, or a complete source→control→sink→impact trace that is reachable), `ruled_out` (you can name the SPECIFIC control, at a location, that runs on every attacker-reachable path before the sink), or `open_proof_gap` (plausible, unconfirmed, and you could NOT name such a control). "I moved on" is not a closure state. Silently dropping an uncertain candidate is mislabelling an `open_proof_gap` as `ruled_out` and is how real bugs get missed.
 - Missing information is NOT proof of safety: no caller found, can't tell if deployed/exposed, couldn't stand up the service, build failed — each is an `open_proof_gap`, never a reason to mark a candidate clean. Difficulty is a reason to defer, not to suppress.
-- COVERAGE: record every surface you assess with `record_coverage` (surface + risk area + outcome + evidence), including the ones that came back clean — a report that only lists findings cannot say what was reviewed and cleared. Use the `needs_follow_up` outcome for anything left in an `open_proof_gap` state, and carry the same items up in `agent_finish(open_items=[...])`. The ledger is shared and mutable: when you resolve a surface another agent left open — or find that a closed one is not — move that entry with `update_coverage` instead of recording a second one for the same surface. The root agent reconciles all of it via `list_coverage` before `finish_scan`.
+{% if coverage_tools -%}
+- COVERAGE: record every surface you assess with `record_coverage` (surface + risk area + outcome + evidence), including the ones that came back clean — a report that only lists findings cannot say what was reviewed and cleared. Use the `needs_follow_up` outcome for anything left in an `open_proof_gap` state, and carry the same items up in `agent_finish(open_items=[...])`. The ledger is shared and mutable: when you resolve a surface another agent left open — or find that a closed one is not — move that entry with `update_coverage` instead of recording a second one for the same surface. Before `finish_scan`, the root agent calls `list_coverage(outcome="needs_follow_up")` and follows up every row it returns: it assigns the outstanding work to a subagent that moves the existing entry with `update_coverage` to its real outcome, and a row stays `needs_follow_up` only when it is genuinely blocked, with the blocker stated in its evidence.
+{% endif -%}
 - THREAT MODEL: before you start testing, call `get_threat_model` on the target you were pointed at — it is the scan's shared answer to who the attacker is, where the trust boundaries sit, and what counts as critical here. It is scoped to this scan and nothing carries over from an earlier run, so `found: false` means no agent on this run has derived one yet. Read it instead of re-deriving trust boundaries yourself; where your testing disproves it — a boundary it calls trusted turns out to be attacker-reachable, a role it did not know about, a host or endpoint it never listed — record that with `amend_threat_model` so the agents after you inherit the correction. Amending is not optional politeness: a model nobody corrects turns the first agent's guesses into everyone's assumptions.
 - Before filing any report, run the counterevidence pass: argue the strongest case AGAINST the finding, record what you found in the `counterevidence` field, set `confidence` honestly (a static-only trace you couldn't execute is at best `medium`), and state what evidence would change the severity. See the counterevidence and severity-calibration knowledge above.
 - A vulnerability is ONLY considered reported when a reporting agent uses {{ report_tool }} (or create_dependency_report for known-CVE dependency/supply-chain findings) with full details. Mentions in agent_finish, finish_scan, or generic messages are NOT sufficient
@@ -220,7 +222,9 @@ Every one of these tools writes to state the rest of the scan reads. Reaching fo
 - TODOS — `create_todo` / `list_todos` / `update_todo` / `mark_todo_done` / `mark_todo_pending` / `delete_todo`: your own working checklist for a multi-step task. Create todos when your task has several distinct steps so nothing is dropped across a long run; mark them done as you finish. This is private working memory — use `notes` for anything another agent needs.
 - NOTES — `create_note` / `list_notes` / `get_note` / `update_note` / `delete_note`: the scan's shared scratchpad, visible to every agent. Write a note for a durable cross-agent fact that is not a finding and not coverage — a working credential set, a discovered endpoint inventory, an enumerated tenant list, a rate-limit quirk the next agent needs. `update_note` to keep a living inventory current; `delete_note` only for something now wrong or superseded. Check `list_notes`/`get_note` before recon work so you build on what is already mapped instead of redoing it.
 - THREAT MODEL — `get_threat_model` / `amend_threat_model` / `save_threat_model`: covered above. `save_threat_model` REPLACES the whole document and clears amendments, so it is for establishing the baseline or folding amendments in (normally root) — to correct part of an existing model, `amend_threat_model` instead.
+{% if coverage_tools -%}
 - COVERAGE — `record_coverage` / `update_coverage` / `list_coverage`: covered above. One row per surface+risk; correct an existing row with `update_coverage`, never a second `record_coverage`.
+{% endif -%}
 - RESEARCH — `web_search`: pull fresh, target-specific external knowledge — latest bypasses, WAF evasions, DB-/framework-specific syntax, CVE and advisory detail — before falling back to memorized payloads, and refresh payload corpora mid-spray.
 - SPAWN WORK — `create_agent`: delegate a focused subtask to a specialist child (see the multi-agent rules below for when to spawn and how to scope it). Give it the target to model against and what is already known.
 - TRACK CHILDREN — `view_agent_graph`: your live map of every agent and its status. Call it before spawning (to confirm no existing agent already covers the scope) and before finishing (to confirm no child is still running).

strix/core/execution.py

@@ -24,6 +24,8 @@ from openai import (
 
 from strix.config import codex
 from strix.core.hooks import (
+    SUBAGENT_TURN_LIMITS_KEY,
+    TURN_LIMIT_KEY,
     BudgetExceededError,
     BudgetPausedError,
     SubagentBudgetReservedError,
@@ -39,6 +41,7 @@ from strix.core.sessions import (
 )
 from strix.llm import request_log
 from strix.llm.compaction import is_context_overflow, maybe_compact
+from strix.skills import skill_turn_limit
 
 
 if TYPE_CHECKING:
@@ -427,6 +430,7 @@ async def spawn_child_agent(
         name=name,
         parent_id=parent_id,
         task=task,
+        skills=skills,
         initial_input=child_initial_input(
             name=name,
             child_id=child_id,
@@ -510,6 +514,7 @@ async def respawn_subagents(
                 name=name,
                 parent_id=parent_id,
                 task=str(md.get("task", "")),
+                skills=child_skills,
                 initial_input=[],
                 start_parked=start_parked,
                 event_sink=event_sink,
@@ -1161,6 +1166,7 @@ async def _start_child_runner(
     name: str,
     parent_id: str | None,
     task: str,
+    skills: list[str],
     initial_input: Any,
     start_parked: bool = False,
     event_sink: StreamEventSink | None = None,
@@ -1174,6 +1180,9 @@ async def _start_child_runner(
     child_ctx["agent_id"] = child_id
     child_ctx["parent_id"] = parent_id
     child_ctx["task"] = task
+    child_ctx[TURN_LIMIT_KEY] = skill_turn_limit(
+        skills, parent_ctx.get(SUBAGENT_TURN_LIMITS_KEY) or {}
+    )
 
     async def _child_loop() -> None:
         # A budget stop is a clean scan-wide shutdown, not a child failure: the

strix/core/hooks.py

@@ -25,6 +25,11 @@ logger = logging.getLogger(__name__)
 
 
 LLM_TURN_KEY = "llm_turn"
+# ``run_strix_scan(subagent_turn_limits=...)``, and the limit it gives one sub-agent.
+SUBAGENT_TURN_LIMITS_KEY = "subagent_turn_limits"
+TURN_LIMIT_KEY = "turn_limit"
+_TURN_LIMIT_WARN_BEFORE = 10
+_TURN_LIMIT_REPEAT = 5
 
 # ``BudgetPolicy`` decides what happens when the accumulated LLM cost reaches
 # ``max_budget_usd``.
@@ -38,6 +43,8 @@ LLM_TURN_KEY = "llm_turn"
 # same call when the operator raises the limit or resumes.
 __all__ = [
     "LLM_TURN_KEY",
+    "SUBAGENT_TURN_LIMITS_KEY",
+    "TURN_LIMIT_KEY",
     "BudgetExceededError",
     "BudgetPausedError",
     "BudgetPolicy",
@@ -213,6 +220,7 @@ class ReportUsageHooks(RunHooks[dict[str, Any]]):
         context.context[LLM_TURN_KEY] = int(context.context.get(LLM_TURN_KEY, 0)) + 1
         try:
             self._maybe_warn_turns(context, input_items)
+            self._maybe_warn_soft_turn_limit(context, input_items)
             self._maybe_warn_budget(context, input_items)
         except Exception:
             logger.exception("budget/turn warning injection failed")
@@ -276,6 +284,40 @@ class ReportUsageHooks(RunHooks[dict[str, Any]]):
         )
         input_items.append({"role": "user", "content": content})
 
+    def _maybe_warn_soft_turn_limit(
+        self,
+        context: RunContextWrapper[dict[str, Any]],
+        input_items: list[TResponseInputItem],
+    ) -> None:
+        """A soft limit, never a stop: warn 10 turns before it, then every few turns past it."""
+        limit = context.context.get(TURN_LIMIT_KEY)
+        requests = getattr(getattr(context, "usage", None), "requests", None)
+        if not isinstance(limit, int) or not isinstance(requests, int):
+            return
+        turns_used = requests + 1
+        if turns_used == limit - _TURN_LIMIT_WARN_BEFORE:
+            content = (
+                f"[NOTICE] You have used {turns_used} of your {limit}-turn limit. Start "
+                "wrapping up: take only the steps you still need to answer your task, then "
+                "call agent_finish. You may go past the limit only while you are still "
+                "making real progress."
+            )
+        elif turns_used >= limit and (turns_used - limit) % _TURN_LIMIT_REPEAT == 0:
+            content = (
+                f"[NOTICE] You have used {turns_used} turns, past your {limit}-turn limit. "
+                "Call agent_finish now with what you have, listing anything unresolved in "
+                "open_items, unless your next steps are clearly making progress on your task."
+            )
+        else:
+            return
+        logger.info(
+            "Turn-limit notice for agent %s: turn %d, limit %d",
+            context.context.get("agent_id"),
+            turns_used,
+            limit,
+        )
+        input_items.append({"role": "user", "content": content})
+
     def _maybe_warn_budget(
         self,
         context: RunContextWrapper[dict[str, Any]],

strix/core/runner.py

@@ -8,7 +8,7 @@ import io
 import json
 import logging
 import uuid
-from collections.abc import Awaitable, Callable
+from collections.abc import Awaitable, Callable, Mapping
 from pathlib import Path
 from typing import TYPE_CHECKING, Any
 
@@ -36,7 +36,12 @@ from strix.core.execution import (
 from strix.core.execution import (
     spawn_child_agent as start_child_agent,
 )
-from strix.core.hooks import BudgetExceededError, ReportUsageHooks, recomputed_budget_flags
+from strix.core.hooks import (
+    SUBAGENT_TURN_LIMITS_KEY,
+    BudgetExceededError,
+    ReportUsageHooks,
+    recomputed_budget_flags,
+)
 from strix.core.inputs import (
     build_root_task,
     build_scan_targets,
@@ -174,6 +179,7 @@ def _compose_root_instructions_override(
     system_prompt_context: dict[str, Any],
     supports_images: bool,
     report_tool: str,
+    coverage_tools: bool,
 ) -> str | None:
     if root_instructions_override is None:
         return None
@@ -189,6 +195,7 @@ def _compose_root_instructions_override(
         include_scope=False,
         supports_images=supports_images,
         report_tool=report_tool,
+        coverage_tools=coverage_tools,
     )
     return (
         f"{base_instructions}\n\n"
@@ -222,6 +229,8 @@ async def run_strix_scan(
     mcp_status_sink: McpStatusSink | None = None,
     root_finish_tool: Tool = finish_scan,
     report_tool: Tool = create_vulnerability_report,
+    coverage_tools: bool = True,
+    subagent_turn_limits: Mapping[str, int] | None = None,
 ) -> RunResultBase | None:
     """Run or resume one Strix scan against a sandbox.
 
@@ -247,6 +256,11 @@ async def run_strix_scan(
     ``root_finish_tool`` is the tool the root agent ends the run with.
     ``report_tool`` is the tool every agent files findings with, in place of
     ``create_vulnerability_report``.
+    ``coverage_tools=False`` drops the coverage ledger tools and their prompt
+    rules from every agent.
+    ``subagent_turn_limits`` maps a skill name to a soft turn limit for sub-agents
+    spawned with that skill (the largest applies). Agents are warned 10 turns
+    before it and reminded past it, but never stopped.
     """
 
     def report(phase: str) -> None:
@@ -502,6 +516,7 @@ async def run_strix_scan(
             system_prompt_context=root_context,
             supports_images=supports_images,
             report_tool=report_tool.name,
+            coverage_tools=coverage_tools,
         )
 
         root_agent = build_strix_agent(
@@ -519,6 +534,7 @@ async def run_strix_scan(
             supports_images=supports_images,
             finish_tool=root_finish_tool,
             report_tool=report_tool,
+            coverage_tools=coverage_tools,
         )
 
         if not is_resume:
@@ -540,6 +556,7 @@ async def run_strix_scan(
             system_prompt_context=scope_context,
             supports_images=supports_images,
             report_tool=report_tool,
+            coverage_tools=coverage_tools,
         )
 
         async def spawn_child_agent(**kwargs: Any) -> dict[str, Any]:
@@ -568,6 +585,8 @@ async def run_strix_scan(
             "scan_targets": build_scan_targets(scan_config),
             "max_context_images": settings.runtime.max_context_images,
             "supports_images": supports_images,
+            "coverage_tools": coverage_tools,
+            SUBAGENT_TURN_LIMITS_KEY: dict(subagent_turn_limits or {}),
         }
 
         root_session = open_agent_session(root_id, agents_db)

strix/interface/viewer/frontend/package-lock.json

@@ -29,7 +29,7 @@
         "@vitejs/plugin-react": "^5.0.0",
         "tailwindcss": "^4.1.0",
         "typescript": "^5.6.0",
-        "vite": "^6.0.0"
+        "vite": "^6.4.4"
       }
     },
     "node_modules/@babel/code-frame": {
@@ -1401,6 +1401,72 @@
         "node": ">=14.0.0"
       }
     },
+    "node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@emnapi/core": {
+      "version": "1.11.1",
+      "dev": true,
+      "inBundle": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "@emnapi/wasi-threads": "1.2.2",
+        "tslib": "^2.4.0"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@emnapi/runtime": {
+      "version": "1.11.1",
+      "dev": true,
+      "inBundle": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "tslib": "^2.4.0"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@emnapi/wasi-threads": {
+      "version": "1.2.2",
+      "dev": true,
+      "inBundle": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "tslib": "^2.4.0"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@napi-rs/wasm-runtime": {
+      "version": "1.1.4",
+      "dev": true,
+      "inBundle": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "@tybys/wasm-util": "^0.10.1"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/Brooooooklyn"
+      },
+      "peerDependencies": {
+        "@emnapi/core": "^1.7.1",
+        "@emnapi/runtime": "^1.7.1"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@tybys/wasm-util": {
+      "version": "0.10.2",
+      "dev": true,
+      "inBundle": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "tslib": "^2.4.0"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/tslib": {
+      "version": "2.8.1",
+      "dev": true,
+      "inBundle": true,
+      "license": "0BSD",
+      "optional": true
+    },
     "node_modules/@tailwindcss/oxide-win32-arm64-msvc": {
       "version": "4.3.3",
       "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-win32-arm64-msvc/-/oxide-win32-arm64-msvc-4.3.3.tgz",
@@ -4096,9 +4162,9 @@
       }
     },
     "node_modules/vite": {
-      "version": "6.4.3",
-      "resolved": "https://registry.npmjs.org/vite/-/vite-6.4.3.tgz",
-      "integrity": "sha512-NTKlcQjlAK7MlQoyb6LgaqHc8sso/pVyUJYWMws3jg21uTJw/LddqIFPcPqP6PzpgbIcZyKI85sFE4HBrQDA8A==",
+      "version": "6.4.4",
+      "resolved": "https://registry.npmjs.org/vite/-/vite-6.4.4.tgz",
+      "integrity": "sha512-xGjU/SyjeNyb0E4KxXBvYz/1C+3JXuujvf2hXNOtnlcE+58o5ajd9N2/n2VhkiJvpCP2qQasnUpx5PXNeI+p1Q==",
       "dev": true,
       "license": "MIT",
       "dependencies": {

strix/interface/viewer/frontend/package.json

@@ -30,6 +30,6 @@
     "@vitejs/plugin-react": "^5.0.0",
     "tailwindcss": "^4.1.0",
     "typescript": "^5.6.0",
-    "vite": "^6.0.0"
+    "vite": "^6.4.4"
   }
 }

strix/skills/__init__.py

@@ -1,7 +1,7 @@
 import logging
 import re
 from collections import Counter
-from collections.abc import Iterator
+from collections.abc import Iterator, Mapping
 from pathlib import Path
 from typing import TypeGuard
 
@@ -21,6 +21,7 @@ _SKILL_TEMPLATES = Environment(
     undefined=StrictUndefined,
     trim_blocks=True,
     lstrip_blocks=True,
+    keep_trailing_newline=True,
 )
 
 _INTERNAL_SKILL_CATEGORIES: frozenset[str] = frozenset({"scan_modes", "coordination", "analysis"})
@@ -270,7 +271,22 @@ def _candidate_skill_files(skill_name: str) -> list[Path]:
     return _bare_skill_files(skill_name)
 
 
-def load_skills(skill_names: list[str], *, supports_images: bool = True) -> dict[str, str]:
+def skill_turn_limit(skill_names: list[str], turn_limits: Mapping[str, int]) -> int | None:
+    """Largest of ``turn_limits`` (keyed by skill name) among these skills, if any."""
+    files = {path for name in skill_names for path in _candidate_skill_files(name)}
+    return max(
+        (
+            limit
+            for name, limit in turn_limits.items()
+            if files.intersection(_candidate_skill_files(name))
+        ),
+        default=None,
+    )
+
+
+def load_skills(
+    skill_names: list[str], *, supports_images: bool = True, coverage_tools: bool = True
+) -> dict[str, str]:
     """Load skill markdown bodies (frontmatter stripped) by name.
 
     Skill files live at ``strix/skills/<category>/<name>.md`` (or any
@@ -303,7 +319,7 @@ def load_skills(skill_names: list[str], *, supports_images: bool = True) -> dict
         metadata, skill_body = _parse_skill_content(content, file_path)
         if metadata.get("template") == "jinja":
             skill_body = _SKILL_TEMPLATES.from_string(skill_body).render(
-                supports_images=supports_images
+                supports_images=supports_images, coverage_tools=coverage_tools
             )
         skill_content[var_name] = skill_body
         logger.debug("Loaded skill: %s -> %s", skill_name, var_name)

strix/skills/analysis/counterevidence.md

@@ -1,6 +1,7 @@
 ---
 name: counterevidence
 description: Closure discipline for security findings — what counts as proof of safety, what does not, and how to record an unresolved candidate instead of silently dropping it
+template: jinja
 ---
 
 # Counterevidence and Closure Discipline
@@ -32,8 +33,12 @@ that sentence, you are not in `ruled_out`.
 
 **3. `open_proof_gap`** — the candidate is plausible, you could not
 confirm it, and you also could not name a control that rules it out. This
+{% if coverage_tools %}
 is a legitimate, expected outcome. Record it with
 `record_coverage(outcome="needs_follow_up")`, carry it up in
+{% else %}
+is a legitimate, expected outcome. Carry it up in
+{% endif %}
 `agent_finish(open_items=[...])`, and reflect it in `counterevidence` /
 `confidence_rationale` if you file a related report. Do **not** convert
 it to `ruled_out` to tidy up your worklist.
@@ -97,6 +102,7 @@ What ships and what is reachable is what matters.
 reduces severity — it does not make the finding unreal. Downgrade it;
 do not delete it.
 
+{% if coverage_tools %}
 ## Recording Closure
 
 Closure is only useful if it is written down. Every surface you assess
@@ -125,6 +131,7 @@ named control does not cover the path you just found goes back to
 previous state is kept as history, so correcting the record costs
 nothing and leaving it wrong costs a finding.
 
+{% endif %}
 ## What DOES Rule Out a Candidate
 
 - You executed the attack and it demonstrably failed, and you understand

strix/skills/analysis/source_aware_discovery.md

@@ -1,6 +1,7 @@
 ---
 name: source_aware_discovery
 description: Enumeration discipline for reading code — which locations to keep as separate candidates, which safe siblings prove nothing, and the per-family sweeps that are routinely missed
+template: jinja
 ---
 
 # Source-Aware Discovery
@@ -206,6 +207,10 @@ Not worth it: "this could use more validation" with no path, style and
 maintainability complaints, and cosmetic variants of a candidate you
 already opened.
 
+{% if coverage_tools %}
 Keep reading until no distinct plausible candidate remains — then record
 what you swept with `record_coverage`, including the families that came
 back clean.
+{% else %}
+Keep reading until no distinct plausible candidate remains.
+{% endif %}

strix/skills/coordination/root_agent.md

@@ -1,6 +1,7 @@
 ---
 name: root-agent
 description: Orchestration layer that coordinates specialized subagents for security assessments
+template: jinja
 ---
 
 # Root Agent
@@ -35,10 +36,12 @@ Every scan needs one shared answer to "who is the attacker here, and what are th
 
 Either way you write it with the least information anyone on this scan will ever have, so expect it to be wrong somewhere. Subagents correct it with `amend_threat_model`, which appends an attributed addendum instead of overwriting — expect many of these on a black-box run, as authenticating, pivoting between roles, and reaching internal surfaces is exactly what turns inference into fact. Read the amendments back before you write the final report: an agent telling you a boundary you called trusted is attacker-reachable is a finding about your model, not a note. Only call `save_threat_model` again to fold accumulated amendments into the body; it replaces the document and clears them.
 
+{% if coverage_tools %}
 ## Reconcile Coverage Before Finishing
 
 Coverage entries are shared and mutable. Before `finish_scan`, list the `needs_follow_up` rows: each one is either work you still owe or a row somebody already resolved without updating. Assign the former to a subagent and have it call `update_coverage` on the existing entry rather than recording a second one — a stale open item sitting next to its own resolution is worse than either alone.
 
+{% endif %}
 ## Agent Architecture
 
 Structure agents by function:

strix/skills/vulnerabilities/xss.md

@@ -1,6 +1,6 @@
 ---
 name: xss
-description: XSS testing covering reflected, stored, and DOM-based vectors with CSP bypass techniques
+description: XSS and HTML injection testing covering reflected, stored, DOM-based, and normalization-dependent vectors
 ---
 
 # XSS
@@ -11,6 +11,7 @@ Cross-site scripting persists because context, parser, and framework edges are c
 
 **Types**
 - Reflected, stored, and DOM-based XSS across web/mobile/desktop shells
+- Scriptless HTML injection and second-order render paths
 
 **Contexts**
 - HTML, attribute, URL, JS, CSS, SVG/MathML, Markdown, PDF
@@ -20,6 +21,7 @@ Cross-site scripting persists because context, parser, and framework edges are c
 
 **Defenses to Bypass**
 - CSP/Trusted Types, DOMPurify, framework auto-escaping
+- Decode, normalization, sanitization, and encoding order
 
 ## Injection Points
 
@@ -57,6 +59,24 @@ Cross-site scripting persists because context, parser, and framework edges are c
 
 Distinguish HTML-string input from live DOM objects sanitized with `IN_PLACE`. Resolve the deployed DOMPurify build and check relevant upstream advisories; a controlled observable `nodeName` is one live-node bypass mechanism. Trace same-origin foreign nodes or `adoptNode()` into this mode before selecting the bypass ([example advisory](https://github.com/cure53/DOMPurify/security/advisories/GHSA-x4vx-rjvf-j5p4)).
 
+### Scriptless HTML Injection
+
+Do not require JavaScript execution before you report HTML injection. Prove that the browser creates attacker-controlled markup and a concrete security effect.
+
+Test base or form target changes, external requests, deceptive content, DOM clobbering through `id` or `name`, and dangling markup. Report XSS only when you prove a script-capable execution path. Do not dismiss HTML injection only because CSP blocks scripts.
+
+### Unicode Normalization
+
+Test normalization only when the target performs it. NFKC can fold fullwidth delimiters such as `＜` and `＞` into HTML syntax.
+
+Map validation, normalization, sanitization, encoding, and parsing in order. Start with the harmless canary `＜h1 id="strix-nfkc"＞marker＜/h1＞`.
+
+Report a bypass only when normalization creates dangerous syntax that reaches an unprotected sink. Load `semantic_confusion` when components interpret the value differently.
+
+### Second-Order Rendering
+
+Follow stored values into previews, administrative pages, email, exports, and hydration. Record which stage transforms and parses the value.
+
 ### DOM XSS
 
 **Sources**
@@ -166,7 +186,7 @@ Keep a compact set tuned per context:
 ## Testing Methodology
 
 1. **Identify sources** - URL/query/hash/referrer, postMessage, storage, WebSocket, server JSON
-2. **Trace to sinks** - Map data flow from source to sink
+2. **Trace transformations and sinks** - Record decoding, normalization, sanitization, reparsing, and the final sink
 3. **Classify context** - HTML node, attribute, URL, script block, event handler, JS eval-like, CSS, SVG
 4. **Assess defenses** - Output encoding, sanitizer, CSP, Trusted Types, DOMPurify config
 5. **Craft payloads** - Minimal payloads per context with encoding/whitespace/casing variants
@@ -175,9 +195,11 @@ Keep a compact set tuned per context:
 ## Validation
 
 1. Provide minimal payload and context (sink type) with before/after DOM or network evidence
-2. Demonstrate cross-browser execution where relevant or explain parser-specific behavior
-3. Show bypass of stated defenses (sanitizer settings, CSP/Trusted Types) with proof
-4. Quantify impact beyond alert: data accessed, action performed, persistence achieved
+2. Record the original and transformed value when decoding or normalization affects the result
+3. Demonstrate cross-browser execution where relevant or explain parser-specific behavior
+4. Show bypass of stated defenses (sanitizer settings, CSP/Trusted Types) with proof
+5. Separate HTML injection from XSS and state the proven capability
+6. Quantify impact beyond alert: data accessed, action performed, persistence achieved
 
 ## False Positives
 
@@ -185,6 +207,8 @@ Keep a compact set tuned per context:
 - CSP with nonces/hashes and no inline/event handlers
 - Trusted Types enforced on sinks; DOMPurify in strict mode with URI allowlists
 - Scriptable contexts disabled (no HTML pass-through, safe URL schemes enforced)
+- The target does not perform the claimed normalization or decode
+- A normalized value is safely encoded before the final sink
 
 ## Impact
 
@@ -207,4 +231,4 @@ Keep a compact set tuned per context:
 
 ## Summary
 
-Context + sink decide execution. Encode for the exact context, verify at runtime with CSP/Trusted Types, and validate every alternative render path. Small payloads with strong evidence beat payload catalogs.
+Context, transformation order, and sink decide whether input becomes text, markup, or executable code. Prove HTML injection separately from XSS, and validate every render path. Encode for the exact context and verify at runtime with CSP/Trusted Types. Small payloads with strong evidence beat payload catalogs.

strix/tools/agents_graph/tools.py

@@ -535,9 +535,8 @@ async def create_agent(
             success looks like, any constraints. Name the target the
             child should call ``get_threat_model`` on, and any shared
             state it should build on rather than rediscover — what
-            recon already mapped, which surfaces are already covered,
-            which coverage entry it is picking up. A child that is not
-            told what is already known repeats it.
+            recon already mapped, which surfaces are already covered.
+            A child that is not told what is already known repeats it.
         inherit_context: Default ``True``. The child receives the
             parent's input history as background; only set ``False``
             when starting a clean-slate task.
@@ -637,9 +636,8 @@ async def agent_finish(
     doing: what did you test, what did you find/confirm/rule out,
     what's still open.
 
-    **Close out honestly.** Before calling this, every surface you
-    assessed should have a ``record_coverage`` entry, and anything you
-    could neither confirm nor rule out belongs in ``open_items`` — an
+    **Close out honestly.** Before calling this, anything you could
+    neither confirm nor rule out belongs in ``open_items`` — an
     unresolved candidate handed up to the parent is useful, a silently
     dropped one is a missed vulnerability. Reporting nothing and
     listing no open items asserts the area is clean; only say that if

strix/tools/load_skill/tool.py

@@ -29,7 +29,11 @@ async def load_skill(ctx: RunContextWrapper, skills: list[str]) -> str:
     if err:
         return f"load_skill: {err}"
     context = ctx.context if isinstance(ctx.context, dict) else {}
-    contents = load_skills(requested, supports_images=context.get("supports_images", True))
+    contents = load_skills(
+        requested,
+        supports_images=context.get("supports_images", True),
+        coverage_tools=context.get("coverage_tools", True),
+    )
     if not contents:
         return "load_skill: no content loaded for requested skills."
     sections = [f"## Skill: {name}\n\n{body}" for name, body in contents.items()]

tests/test_agent_tool_registration.py

@@ -104,6 +104,20 @@ def test_report_tool_replaces_create_vulnerability_report() -> None:
         assert "create_vulnerability_report" not in agent.instructions
 
 
+def test_coverage_tools_can_be_turned_off() -> None:
+    coverage = {"record_coverage", "update_coverage", "list_coverage"}
+    for is_root in (True, False):
+        on = factory.build_strix_agent(is_root=is_root, is_whitebox=True)
+        off = factory.build_strix_agent(is_root=is_root, is_whitebox=True, coverage_tools=False)
+        assert coverage <= {t.name for t in on.tools}
+        assert not coverage & {t.name for t in off.tools}
+        assert isinstance(on.instructions, str)
+        assert isinstance(off.instructions, str)
+        assert "- COVERAGE" in on.instructions
+        assert "## Recording Closure" in on.instructions
+        assert not any(name in off.instructions for name in coverage)
+
+
 def test_instructions_override_is_used_verbatim() -> None:
     custom = "You are a scan agent. Follow the provided scope."
 

tests/test_coverage_reconciliation_prompt.py

@@ -0,0 +1,22 @@
+"""The root agent must follow up open coverage rows before finishing."""
+
+from __future__ import annotations
+
+import pytest
+
+from strix.agents.prompt import render_system_prompt
+
+
+_FOLLOW_UP = 'calls `list_coverage(outcome="needs_follow_up")` and follows up every row it returns'
+_KEEP_GENUINE_GAPS = "stays `needs_follow_up` only when it is genuinely blocked"
+
+
+@pytest.mark.parametrize("scan_mode", ["quick", "standard", "deep"])
+@pytest.mark.parametrize("is_whitebox", [False, True])
+@pytest.mark.parametrize("is_root", [False, True])
+def test_prompt_follows_up_open_coverage(scan_mode: str, is_whitebox: bool, is_root: bool) -> None:
+    prompt = render_system_prompt(scan_mode=scan_mode, is_whitebox=is_whitebox, is_root=is_root)
+
+    assert prompt
+    assert _FOLLOW_UP in prompt
+    assert _KEEP_GENUINE_GAPS in prompt

tests/test_hooks.py

@@ -507,3 +507,30 @@ def test_recomputed_budget_flags(
     expected: tuple[bool, bool],
 ) -> None:
     assert recomputed_budget_flags(cost, max_budget, interactive=interactive) == expected
+
+
+@pytest.mark.asyncio
+async def test_turn_limit_warns_ten_before_and_repeats_past_it() -> None:
+    hooks = ReportUsageHooks(model="test-model")
+    noticed = []
+    for requests in range(40):
+        ctx = _make_warn_context(requests=requests, parent_id="root-1")
+        ctx.context["turn_limit"] = 25
+        items: list[Any] = []
+        await hooks.on_llm_start(ctx, MagicMock(), None, items)
+        if items:
+            noticed.append((requests + 1, items[0]["content"]))
+
+    assert [turn for turn, _ in noticed] == [15, 25, 30, 35, 40]
+    assert "15 of your 25-turn limit" in noticed[0][1]
+    assert "past your 25-turn limit" in noticed[1][1]
+
+
+@pytest.mark.asyncio
+async def test_no_turn_limit_no_notice() -> None:
+    hooks = ReportUsageHooks(model="test-model")
+    items: list[Any] = []
+    await hooks.on_llm_start(
+        _make_warn_context(requests=14, parent_id="root-1"), MagicMock(), None, items
+    )
+    assert items == []

tests/test_skill_dir_extension.py

@@ -12,6 +12,7 @@ from strix.skills import (
     register_skill_dir,
     registered_skill_dirs,
     skill_search_dirs,
+    skill_turn_limit,
     validate_requested_skills,
 )
 from strix.utils.resource_paths import get_strix_resource_path
@@ -282,3 +283,16 @@ def test_new_skill_files_load() -> None:
     for name in names:
         key = name.split("/")[-1]
         assert loaded.get(key), f"{name} failed to load"
+
+
+def test_skill_turn_limit_matches_bare_and_qualified_names(tmp_path: Path) -> None:
+    _write_skill(tmp_path, "pr_review", "investigator", "---\nname: investigator\n---\nx")
+    _write_skill(tmp_path, "pr_review", "validator", "---\nname: validator\n---\nx")
+    register_skill_dir(tmp_path)
+    limits = {"pr_review/investigator": 25, "pr_review/validator": 40}
+
+    assert skill_turn_limit(["investigator"], limits) == 25
+    assert skill_turn_limit(["pr_review/validator", "idor"], limits) == 40
+    assert skill_turn_limit(["investigator", "validator"], limits) == 40
+    assert skill_turn_limit(["idor"], limits) is None
+    assert skill_turn_limit(["investigator"], {}) is None

uv.lock

@@ -24,7 +24,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.14.3"
+version = "3.14.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -36,90 +36,132 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/58/d9/22ce5786ac0c1653ae8b6c23bded02c1686d11f0dbb45b31ce128e0df985/aiohttp-3.14.3.tar.gz", hash = "sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc", size = 7971213, upload-time = "2026-07-23T01:57:27.037Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6c/4c/bdccd81e9ee225b69c60e7766c9a5b05364f118f4d383713b89a682d772d/aiohttp-3.14.5.tar.gz", hash = "sha256:5558a7f5a05af9ecf744af91e5baefc436f93c9333e656c27ec253f9a6bbe178", size = 8078052, upload-time = "2026-10-11T01:05:12.408Z" }
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