Agentic Control Framework (ACF)

# Workspace Indexing Proposal for ACF **Author:** Abhilash Chadhar (FutureAtoms) **Last Updated:** January 2025 ## Summary Add intelligent workspace indexing to ACF that automatically analyzes projects and provides context to LLMs, dramatically improving their ability to understand and work with codebases. ## Key Benefits ### For LLMs: - **Instant Context**: Understand project structure, technologies, and conventions with one call - **Smart Suggestions**: Know where to add features, what's missing, and follow patterns - **Safer Operations**: Understand file relationships and dependencies before making changes - **Better Code Generation**: Automatically follow project conventions and styles ### For Performance: - **Reduced API Calls**: 1 index call replaces 10-20 exploration calls - **Caching**: Index cached for 5 minutes, instant subsequent access - **Optimized Operations**: LLM can make targeted queries instead of broad searches ## Implementation Overview ### 1. Add Smart Indexer Tool ```javascript // New tool in src/mcp/server.js { name: 'index_workspace', description: 'Get comprehensive workspace analysis including structure, technologies, and recommendations' } ``` ### 2. Auto-Index on Workspace Setup When `setWorkspace` is called, automatically index the project and return key insights. ### 3. Enhanced Existing Tools - `listTasks` includes project context - `addTask` gets smart priority suggestions - `initProject` auto-generates helpful tasks ## Example Output ```json { "projectType": "nextjs", "technologies": ["React", "TypeScript", "Prisma"], "structure": { "hasTests": true, "hasDocs": false, "organization": "well-organized" }, "recommendations": [ "No README.md found", "Add .env.example for security" ] } ``` ## Integration Steps 1. **Phase 1**: Add indexer as new tool (non-breaking) 2. **Phase 2**: Auto-index on workspace operations 3. **Phase 3**: Enhance existing tools with context 4. **Phase 4**: Add to optimized tool set ## Technical Details - Uses existing filesystem tools internally - Smart project type detection - Respects .gitignore patterns - Configurable depth and content inclusion - 5-minute cache for performance ## Next Steps 1. Review and approve proposal 2. Implement workspace_indexer.js 3. Add minimal integration to src/mcp/server.js 4. Test with various project types 5. Document usage patterns This enhancement would make ACF significantly more intelligent and useful for AI assistants working with code projects.