  jpmschweitzerandClaude Sonnet 4.5
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7b25985108
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docs: expand Phase 2 roadmap with detailed Steward implementation plan
Significantly expand the Steward system implementation plan with:
Core Architecture:
- Two-tier request flow diagram (Steward → Tatlock)
- Detailed explanation of scope-narrowing principle
5 Major Deliverables:
1. Tool & Agent Registry System
- Registry module with metadata schemas
- Category-based organization
- Dynamic discovery and loading
2. Steward PydanticAI Agent
- Structured recommendation output
- Request analysis and capability matching
- Conservative tool/agent selection
3. Request Preprocessing Pipeline
- Integration layer for Steward → Tatlock flow
- Note formatting for recommendations
- Tool scoping implementation
4. Real-Time Transparency
- Stream Steward analysis to reasoning output
- User visibility into resource planning
5. Model Efficiency Optimization
- Shared base model to keep it hot in VRAM
- Performance monitoring
Implementation Strategy:
- Week-by-week breakdown (7-8 weeks total)
- Specific tasks and deliverables per week
Enhanced Documentation:
- Expanded success criteria (5 → 9 items)
- Performance targets with quantified metrics
- Risk mitigation strategies
- Future enhancements roadmap
Estimated effort increased from 3-4 weeks to 7-8 weeks to reflect
comprehensive implementation scope with proper testing and optimization.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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2025-12-07 01:14:08 +01:00 |
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jpmschweitzer
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fd459e9ffb
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docs: update documentation for v0.2.0 tools release
README.md:
- Add Tatlock agent capabilities and tool descriptions
- Add requirements section (Ollama, SearXNG setup)
- Add configuration examples for external services
- Add tool usage examples and philosophy
- Add troubleshooting for Ollama and SearXNG
- Update test statistics
AGENTS.md:
- Refactor for LLM development focus
- Add PydanticAI tool registration pattern
- Add tool implementation guidelines
- Remove project status, focus on development instructions
IMPLEMENTATION_ROADMAP.md:
- Mark Phase 1 as "MOSTLY COMPLETE"
- Update detailed completion status
- Update current state summary
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2025-12-07 00:13:41 +01:00 |
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