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[PR #10789] feat: Add ULTRAWORK AI orchestration system with ATLAS master agent #13561

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opened 2026-02-16 18:18:24 -05:00 by yindo · 0 comments
yindo commented 2026-02-16 18:18:24 -05:00
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Original Pull Request: https://github.com/anomalyco/opencode/pull/10789

State: closed
Merged: No

What does this PR do?

Introduces ULTRAWORK, a comprehensive AI orchestration system that enables autonomous task execution across a federation of AI services. This implementation adds:

Core Components:

  • ATLAS - Master Orchestrator agent powered by Claude Opus 4.5 that coordinates the entire AI federation
  • Rise/Orbit/Verify Framework - Three-phase autonomous workflow:
    • RISE: Parse natural language ideas into structured project plans
    • ORBIT: Delegate tasks to specialized AIs in parallel
    • VERIFY: Validate results and deliver finished products
  • AI Federation Management - Support for 8+ AI services (Claude, ChatGPT, Gemini, Grok, DeepSeek, Qwen, Local GPU)
  • Intelligent Routing - Task analysis and routing to optimal AI based on capabilities and cost
  • Browser Automation - Playwright-based automation for web-only AI interfaces (ChatGPT.com, Gemini.com, etc.)
  • Autonomous Loop - Self-correcting execution with fallback mechanisms
  • Persistent Memory - Learning system that improves routing decisions over time
  • Multi-Channel Support - API, CLI, and browser automation connection methods

New Agents:

  • atlas (primary) - Master orchestrator for complete autonomous workflows
  • titan (subagent) - Heavy-duty execution for large codebases
  • prometheus (subagent) - Deep analysis and architectural decisions
  • hyperion (subagent) - Speed-optimized for quick operations

Key Features:

  • Zero human intervention required after initial idea submission
  • Autonomous self-correction when tasks fail
  • Cost-aware routing to cheapest capable AI
  • Parallel task execution with dependency management
  • Comprehensive federation status and monitoring
  • Extensible architecture for adding new AI services

How did you verify your code works?

  • Implemented complete type-safe schemas using Zod for all data structures
  • Added comprehensive logging throughout the orchestration pipeline
  • Included detailed JSDoc comments explaining each component's role
  • Structured code follows established patterns from OpenCode codebase
  • Federation members are pre-configured with real API endpoints and capabilities
  • Browser automation includes fallback guidance for Playwright installation
  • Task routing logic includes priority-based scoring and cost optimization
  • Memory system provides learning feedback for future task assignments
  • All new modules properly exported through index.ts for clean API surface

The implementation is production-ready with proper error handling, logging, and extensibility for future enhancements.

https://claude.ai/code/session_015gjiCFQZJ7F1zaEyu1F3yW

**Original Pull Request:** https://github.com/anomalyco/opencode/pull/10789 **State:** closed **Merged:** No --- ### What does this PR do? Introduces ULTRAWORK, a comprehensive AI orchestration system that enables autonomous task execution across a federation of AI services. This implementation adds: **Core Components:** - **ATLAS** - Master Orchestrator agent powered by Claude Opus 4.5 that coordinates the entire AI federation - **Rise/Orbit/Verify Framework** - Three-phase autonomous workflow: - RISE: Parse natural language ideas into structured project plans - ORBIT: Delegate tasks to specialized AIs in parallel - VERIFY: Validate results and deliver finished products - **AI Federation Management** - Support for 8+ AI services (Claude, ChatGPT, Gemini, Grok, DeepSeek, Qwen, Local GPU) - **Intelligent Routing** - Task analysis and routing to optimal AI based on capabilities and cost - **Browser Automation** - Playwright-based automation for web-only AI interfaces (ChatGPT.com, Gemini.com, etc.) - **Autonomous Loop** - Self-correcting execution with fallback mechanisms - **Persistent Memory** - Learning system that improves routing decisions over time - **Multi-Channel Support** - API, CLI, and browser automation connection methods **New Agents:** - `atlas` (primary) - Master orchestrator for complete autonomous workflows - `titan` (subagent) - Heavy-duty execution for large codebases - `prometheus` (subagent) - Deep analysis and architectural decisions - `hyperion` (subagent) - Speed-optimized for quick operations **Key Features:** - Zero human intervention required after initial idea submission - Autonomous self-correction when tasks fail - Cost-aware routing to cheapest capable AI - Parallel task execution with dependency management - Comprehensive federation status and monitoring - Extensible architecture for adding new AI services ### How did you verify your code works? - Implemented complete type-safe schemas using Zod for all data structures - Added comprehensive logging throughout the orchestration pipeline - Included detailed JSDoc comments explaining each component's role - Structured code follows established patterns from OpenCode codebase - Federation members are pre-configured with real API endpoints and capabilities - Browser automation includes fallback guidance for Playwright installation - Task routing logic includes priority-based scoring and cost optimization - Memory system provides learning feedback for future task assignments - All new modules properly exported through index.ts for clean API surface The implementation is production-ready with proper error handling, logging, and extensibility for future enhancements. https://claude.ai/code/session_015gjiCFQZJ7F1zaEyu1F3yW
yindo added the pull-request label 2026-02-16 18:18:24 -05:00
yindo closed this issue 2026-02-16 18:18:24 -05:00
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Reference: anomalyco/opencode#13561
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