Commit 02ff6fb
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feat: enhance generate-codebase-context with advanced analysis features
Implements comprehensive improvements based on expert feedback to
elevate the prompt from production-ready to methodology-grade.
Key enhancements:
1. AI Behavior Guidelines (New Section)
- Explicit execution rules for consistency
- Evidence-first synthesis approach
- Clear confidence assessment standards
2. Tool-Phase Mapping (New Section)
- Explicit tool usage guidance for each phase
- Prevents tool misuse and enforces consistency
- Supports automated and multi-agent execution
3. Repository Scoping Controls (New in Phase 1)
- Automatic size detection (>5000 files, >100MB)
- Guided scoping options for large codebases
- Prevents runaway analysis in monorepos
4. Enhanced Confidence Criteria (Updated)
- Automation examples (Grep/Glob reference counts)
- Automatic confidence rules (≥3 refs = Medium+)
- Clear distinction between auto and manual verification
5. Phase 3.5: Pattern Recognition (NEW PHASE)
- Bridges raw analysis with architectural philosophy
- Detects design patterns (Repository, CQRS, Factory, etc.)
- Identifies anti-patterns (cyclic deps, God objects)
- Synthesizes architectural philosophy from evidence
6. Crosscutting Concerns Section (New in Phase 4)
- Logging & observability analysis
- Error handling & resilience patterns
- Configuration & secrets management
- Security practices (auth, validation, CORS)
- Performance & caching strategies
- Testing approach assessment
7. Gap Prioritization (Enhanced Phase 5)
- Priority levels: 🟥 Critical, 🟧 Important, 🟨 Minor
- Automatic prioritization rules
- Actionable gap assessment for spec development
8. Version Control Context (New in Output)
- Commit activity and contributor patterns
- Code maturity signals (high-churn vs stable files)
- Ownership patterns (domain experts)
- Architectural evolution timeline
- Technical debt indicators
9. Executive Summary Mode (Optional Output)
- 2-page quick read option
- High-level strengths and attention areas
- Recommended next steps
Impact:
- Transforms prompt from workflow guide to systematic methodology
- Enables reproducible, evidence-based analysis
- Supports academic-level research and audits
- Provides actionable insights for architectural decisions
Grade improvement: A+ → Methodology Standard
Ref: Expert feedback review, Phase 1 research integration1 parent 705f76d commit 02ff6fb
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