DSPEx Documentation Index
Auto-generated: June 14, 2025
📖 Complete Table of Contents
This index organizes all 68 markdown files in the repository by category and priority for easy navigation.
🎯 ACTIVE DEVELOPMENT DOCUMENTS
Current Status & Commands
File | Purpose | Last Updated |
---|---|---|
CLAUDE.md | Current project status, test commands, development guide | Active |
MASTER_PLAN.md | Comprehensive development roadmap and priorities | June 14, 2025 |
README.md | Project overview and getting started | Active |
Critical Issues & Blockers
File | Issue | Priority |
---|---|---|
DSPEX_MISSING_COMPONENTS_MASTER_LIST.md | Complete DSPy parity gap analysis | 🚨 CRITICAL |
DSPEX_CORE_GAPS.md | Core component functionality gaps | 🚨 CRITICAL |
SIMBA_USAGE_GUIDE.md | SIMBA implementation guide (algorithm broken) | 🚨 CRITICAL |
🏗️ ARCHITECTURE & INTEGRATION
Elixact Integration (Recommended Path)
File | Purpose | Implementation Status |
---|---|---|
ELIXACT_LATEST_GAP_ANALYSIS_202506131704.md | Detailed Elixact vs Pydantic analysis | ✅ Ready |
140_using_elixact.md | Why and how to integrate Elixact | ✅ Recommended |
155_implementation_roadmap.md | Step-by-step Elixact integration plan | 📋 Detailed |
150_elixact_integration_overview.md | Elixact integration overview | 📋 Background |
ELIXACT_TODO.md | Elixact integration tasks | 📋 Tasks |
CLAUDE_elixact_tasks.md | Claude-specific Elixact tasks | 📋 Tasks |
ELIXACT_TODO_cursor.md | Cursor-specific Elixact tasks | 📋 Tasks |
Testing & Validation
File | Purpose | Status |
---|---|---|
154_testing_integration_validation.md | Testing strategy for integration | 📋 Strategy |
113_foundation_tests_copilot.md | Foundation tests analysis | 📋 Analysis |
112_foundation_tests.md | Foundation tests documentation | 📋 Reference |
📊 COMPREHENSIVE ANALYSIS DOCUMENTS
High-Level Assessment
File | Purpose | Value |
---|---|---|
CRITICAL_ASSESSMENT.md | Excellent comprehensive codebase review | ⭐ Essential |
CODE_QUALITY.md | Code quality assessment | 📊 Quality |
INVESTIGATION.md | Technical investigation | 📊 Analysis |
Core Component Analysis
File | Focus Area | Completeness |
---|---|---|
DSPEX_GAP_ANALYSIS_20250613.md | General gap analysis | 📊 Comprehensive |
DSPEX_GAP_ANALYSIS_20251945_01_claude.md | Claude analysis | 📊 Detailed |
DSPEX_GAP_ANALYSIS_20251945_02_claude.md | Claude analysis pt 2 | 📊 Detailed |
DSPEX_GAP_ANALYSIS_CORE_01.md | Core component analysis | 📊 Component |
DSPEX_GAP_ANALYSIS_CORE_02.md | Core component analysis pt 2 | 📊 Component |
DSPEX_GAP_ANALYSIS_CORE_03.md | Core component analysis pt 3 | 📊 Component |
Detailed Code Analysis (15 files)
File Pattern | Purpose | Usage |
---|---|---|
DSPEX_GAP_ANALYSIS_0[1-15]_code.md | Detailed component-by-component analysis | 📚 Reference |
📋 STRATEGIC PLANNING DOCUMENTS
Architecture Plans
File | Strategy | Applicability |
---|---|---|
130_dspex_arch_refactor.md | Architecture refactoring plan | 🏗️ Planning |
06_THREE_TIER.md | Three-tier architecture | 🏗️ Architecture |
111_structured_vs_simba.md | Structured output vs SIMBA | 🏗️ Comparison |
AI Model Integration Plans
File | Focus | Status |
---|---|---|
100_grok_plan.md | Grok integration strategy | 🤖 Model |
101_gemini_plan.md | Gemini integration strategy | 🤖 Model |
110_copilot_plan.md | Copilot integration strategy | 🤖 Model |
151_copilot.md | Copilot implementation | 🤖 Model |
152_copilot adjusted.md | Adjusted copilot plan | 🤖 Model |
153_copilot adjusted.md | Further adjusted copilot plan | 🤖 Model |
Technical Foundation Plans
File | Area | Scope |
---|---|---|
01_AUDIT.md | Initial audit | 🔍 Foundation |
02_STRUCTURED_TYPES.md | Structured types plan | 🏗️ Types |
03_FOUNDATION_INTEGRATIONS.md | Foundation integrations | 🏗️ Integration |
04_FOUNDATION_AI.md | AI foundation | 🤖 Foundation |
05_FOUNDATION_AI_RUNTIME.md | AI runtime foundation | 🤖 Runtime |
07_DEPS.md | Dependencies analysis | 📦 Dependencies |
08_PATH.md | Development path | 🛤️ Strategy |
🔧 TECHNICAL DEEP DIVES
Pydantic & Type System
File | Focus | Relevance |
---|---|---|
145_PYDANTIC_USE_IN_DSPY.md | Pydantic usage in DSPy | 🔧 Critical |
146_PYDANTIC_USE_IN_DSPY_more.md | Extended Pydantic analysis | 🔧 Critical |
120_pydantic_diags.md | Pydantic diagnostics | 🔧 Technical |
210_PYDANTIC_INTEG.md | Pydantic integration | 🔧 Integration |
211_ELIXACT.md | Elixact analysis | 🔧 Integration |
212_ELIXACT_typeadapter_etc.md | Elixact type adapters | 🔧 Technical |
Dependency Analysis
File | Focus | Value |
---|---|---|
200_dspy_dependency_review.md | DSPy dependency analysis | 📦 Dependencies |
DSPEX_LIBS.md | DSPEx libraries | 📦 Libraries |
🔍 RETRIEVAL & SPECIALIZED FEATURES
Retrieval System Planning
File | Scope | Implementation |
---|---|---|
RETRIEVE_PLANNING_01.md | Retrieval planning phase 1 | 🔮 Future |
RETRIEVE_PLANNING_02.md | Retrieval planning phase 2 | 🔮 Future |
RETRIEVE_PLANNING_03.md | Retrieval planning phase 3 | 🔮 Future |
API Contracts & Specifications
File | Purpose | Status |
---|---|---|
BEACON_API_CONTRACT_SPEC.md | BEACON API specification | 📋 Contract |
COPILOT.md | Copilot integration details | 🤖 Integration |
📈 ANALYSIS & COMPARISON
Change Analysis
File | Purpose | Usage |
---|---|---|
DIFF.md | Code differences analysis | 📊 Changes |
DIFF_assess.md | Difference assessment | 📊 Assessment |
LIVE_TEST_DIVERGENCE.md | Live test divergence analysis | ⚠️ Testing |
🗂️ DOCUMENT USAGE GUIDE
For Immediate Development Work
- Start Here:
MASTER_PLAN.md
- Overall strategy and priorities - Current Status:
CLAUDE.md
- What’s working, what commands to run - Critical Fixes:
DSPEX_MISSING_COMPONENTS_MASTER_LIST.md
- SIMBA algorithm fixes
For Architecture Decisions
- Integration Strategy:
140_using_elixact.md
- Why Elixact is recommended - Implementation Plan:
155_implementation_roadmap.md
- Step-by-step guide - Code Quality:
CRITICAL_ASSESSMENT.md
- What’s excellent, what needs work
For Deep Technical Understanding
- Component Analysis:
DSPEX_CORE_GAPS.md
- What’s missing in core modules - Pydantic Mapping:
ELIXACT_LATEST_GAP_ANALYSIS_202506131704.md
- How Elixact maps to Pydantic - Detailed Gaps:
DSPEX_GAP_ANALYSIS_*_code.md
files - Component-by-component analysis
For Future Planning
- Retrieval System:
RETRIEVE_PLANNING_*.md
files - When ready to implement RAG - Model Integration:
*_plan.md
files - Additional model provider strategies - Architecture Evolution:
*_FOUNDATION_*.md
files - Long-term architectural decisions
📊 Document Statistics
- Total Files: 68 markdown files
- Active Development: 3 files (CLAUDE.md, MASTER_PLAN.md, README.md)
- Critical Issues: 3 files (SIMBA, gaps, components)
- Architecture/Integration: 7 files (Elixact focus)
- Analysis Documents: 25+ files (comprehensive coverage)
- Planning Documents: 15+ files (strategic direction)
- Technical Deep Dives: 10+ files (implementation details)
🎯 Recommended Reading Order
New to Project
README.md
- Project overviewCRITICAL_ASSESSMENT.md
- Code quality assessmentMASTER_PLAN.md
- Development strategy
Ready to Contribute
CLAUDE.md
- Current status and commandsDSPEX_MISSING_COMPONENTS_MASTER_LIST.md
- What needs fixing140_using_elixact.md
- Integration approach
Architecture Decisions
ELIXACT_LATEST_GAP_ANALYSIS_202506131704.md
- Elixact analysis155_implementation_roadmap.md
- Implementation planDSPEX_CORE_GAPS.md
- Core functionality gaps
This index provides a complete navigation system for the DSPEx documentation ecosystem. Use the priority indicators and categories to focus on the most relevant files for your current needs.