AutoDev

Autonomous Development Loop using OODA (Observe, Orient, Decide, Act)

Quick Start

1. Launch Claude Code in this directory
2. Read NEXT_STEPS.md for the implementation plan
3. Start with: "Implement Phase 1: Project Setup"

Project Goal

Build an AI system that can autonomously:

• Read code and run tests
• Learn from errors and previous fixes
• Generate working code patches
• Apply patches and verify success
• Iterate until all tests pass

Status

✅ Phase 6 Complete - All phases implemented and validated (91 tests passing)

Completed Phases

• Phase 1: Project Setup
• Phase 2: Orient Phase - Context Memory (18 tests passing)
• Phase 3: Decide Phase - LLM Integration (24 tests passing)
• Phase 4: Act Phase - Patch Application (25 tests passing)
• Phase 5: Full Loop Integration (14 tests passing)
• Phase 6: Testing & Validation (10 tests passing)

Test Coverage Summary

Phase	Module	Tests	Status
1	Project Setup	-	✅ Complete
2	Orient Phase	18	✅ All passing
3	Decide Phase	24	✅ All passing
4	Act Phase	25	✅ All passing
5	Loop Integration	14	✅ All passing
6	Validation	10	✅ All passing
Total		91	✅ All passing

Quick Start

# Run AutoDev with defaults
python autodev.py

# Fix a specific file
python autodev.py -f test.py

# Limit iterations
python autodev.py --max-iterations 5

# Verbose output
python autodev.py --verbose

# Require human approval for patches
python autodev.py --approve

# Watch progress
python autodev.py --watch

Architecture

OBSERVE → ORIENT → DECIDE → ACT → (repeat)
  ↓         ↓        ↓       ↓
Code     Context   LLM    Patches
Tests    Memory          Verify
Errors

Documentation

• NEXT_STEPS.md - Full implementation plan
• docs/ - Detailed documentation (coming soon)

Related Projects

• mal-python-impl - Mal interpreter (Steps 0-3)
• HeathAudio/.claude/skills/byterover - Context tree and GLM integration

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Created: 2025-02-15 Location: C:\dev\AutoDev\