Skip to content

Commit 02ff6fb

Browse files
committed
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 integration
1 parent 705f76d commit 02ff6fb

File tree

1 file changed

+353
-13
lines changed

1 file changed

+353
-13
lines changed

0 commit comments

Comments
 (0)