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DOCUMENTATION INDEX

Documentation for DOCUMENTATION_INDEX from the Ds ex repository.

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

FilePurposeLast Updated
CLAUDE.mdCurrent project status, test commands, development guideActive
MASTER_PLAN.mdComprehensive development roadmap and prioritiesJune 14, 2025
README.mdProject overview and getting startedActive

Critical Issues & Blockers

FileIssuePriority
DSPEX_MISSING_COMPONENTS_MASTER_LIST.mdComplete DSPy parity gap analysis🚨 CRITICAL
DSPEX_CORE_GAPS.mdCore component functionality gaps🚨 CRITICAL
SIMBA_USAGE_GUIDE.mdSIMBA implementation guide (algorithm broken)🚨 CRITICAL

🏗️ ARCHITECTURE & INTEGRATION

FilePurposeImplementation Status
ELIXACT_LATEST_GAP_ANALYSIS_202506131704.mdDetailed Elixact vs Pydantic analysis✅ Ready
140_using_elixact.mdWhy and how to integrate Elixact✅ Recommended
155_implementation_roadmap.mdStep-by-step Elixact integration plan📋 Detailed
150_elixact_integration_overview.mdElixact integration overview📋 Background
ELIXACT_TODO.mdElixact integration tasks📋 Tasks
CLAUDE_elixact_tasks.mdClaude-specific Elixact tasks📋 Tasks
ELIXACT_TODO_cursor.mdCursor-specific Elixact tasks📋 Tasks

Testing & Validation

FilePurposeStatus
154_testing_integration_validation.mdTesting strategy for integration📋 Strategy
113_foundation_tests_copilot.mdFoundation tests analysis📋 Analysis
112_foundation_tests.mdFoundation tests documentation📋 Reference

📊 COMPREHENSIVE ANALYSIS DOCUMENTS

High-Level Assessment

FilePurposeValue
CRITICAL_ASSESSMENT.mdExcellent comprehensive codebase review⭐ Essential
CODE_QUALITY.mdCode quality assessment📊 Quality
INVESTIGATION.mdTechnical investigation📊 Analysis

Core Component Analysis

FileFocus AreaCompleteness
DSPEX_GAP_ANALYSIS_20250613.mdGeneral gap analysis📊 Comprehensive
DSPEX_GAP_ANALYSIS_20251945_01_claude.mdClaude analysis📊 Detailed
DSPEX_GAP_ANALYSIS_20251945_02_claude.mdClaude analysis pt 2📊 Detailed
DSPEX_GAP_ANALYSIS_CORE_01.mdCore component analysis📊 Component
DSPEX_GAP_ANALYSIS_CORE_02.mdCore component analysis pt 2📊 Component
DSPEX_GAP_ANALYSIS_CORE_03.mdCore component analysis pt 3📊 Component

Detailed Code Analysis (15 files)

File PatternPurposeUsage
DSPEX_GAP_ANALYSIS_0[1-15]_code.mdDetailed component-by-component analysis📚 Reference

📋 STRATEGIC PLANNING DOCUMENTS

Architecture Plans

FileStrategyApplicability
130_dspex_arch_refactor.mdArchitecture refactoring plan🏗️ Planning
06_THREE_TIER.mdThree-tier architecture🏗️ Architecture
111_structured_vs_simba.mdStructured output vs SIMBA🏗️ Comparison

AI Model Integration Plans

FileFocusStatus
100_grok_plan.mdGrok integration strategy🤖 Model
101_gemini_plan.mdGemini integration strategy🤖 Model
110_copilot_plan.mdCopilot integration strategy🤖 Model
151_copilot.mdCopilot implementation🤖 Model
152_copilot adjusted.mdAdjusted copilot plan🤖 Model
153_copilot adjusted.mdFurther adjusted copilot plan🤖 Model

Technical Foundation Plans

FileAreaScope
01_AUDIT.mdInitial audit🔍 Foundation
02_STRUCTURED_TYPES.mdStructured types plan🏗️ Types
03_FOUNDATION_INTEGRATIONS.mdFoundation integrations🏗️ Integration
04_FOUNDATION_AI.mdAI foundation🤖 Foundation
05_FOUNDATION_AI_RUNTIME.mdAI runtime foundation🤖 Runtime
07_DEPS.mdDependencies analysis📦 Dependencies
08_PATH.mdDevelopment path🛤️ Strategy

🔧 TECHNICAL DEEP DIVES

Pydantic & Type System

FileFocusRelevance
145_PYDANTIC_USE_IN_DSPY.mdPydantic usage in DSPy🔧 Critical
146_PYDANTIC_USE_IN_DSPY_more.mdExtended Pydantic analysis🔧 Critical
120_pydantic_diags.mdPydantic diagnostics🔧 Technical
210_PYDANTIC_INTEG.mdPydantic integration🔧 Integration
211_ELIXACT.mdElixact analysis🔧 Integration
212_ELIXACT_typeadapter_etc.mdElixact type adapters🔧 Technical

Dependency Analysis

FileFocusValue
200_dspy_dependency_review.mdDSPy dependency analysis📦 Dependencies
DSPEX_LIBS.mdDSPEx libraries📦 Libraries

🔍 RETRIEVAL & SPECIALIZED FEATURES

Retrieval System Planning

FileScopeImplementation
RETRIEVE_PLANNING_01.mdRetrieval planning phase 1🔮 Future
RETRIEVE_PLANNING_02.mdRetrieval planning phase 2🔮 Future
RETRIEVE_PLANNING_03.mdRetrieval planning phase 3🔮 Future

API Contracts & Specifications

FilePurposeStatus
BEACON_API_CONTRACT_SPEC.mdBEACON API specification📋 Contract
COPILOT.mdCopilot integration details🤖 Integration

📈 ANALYSIS & COMPARISON

Change Analysis

FilePurposeUsage
DIFF.mdCode differences analysis📊 Changes
DIFF_assess.mdDifference assessment📊 Assessment
LIVE_TEST_DIVERGENCE.mdLive test divergence analysis⚠️ Testing

🗂️ DOCUMENT USAGE GUIDE

For Immediate Development Work

  1. Start Here: MASTER_PLAN.md - Overall strategy and priorities
  2. Current Status: CLAUDE.md - What’s working, what commands to run
  3. Critical Fixes: DSPEX_MISSING_COMPONENTS_MASTER_LIST.md - SIMBA algorithm fixes

For Architecture Decisions

  1. Integration Strategy: 140_using_elixact.md - Why Elixact is recommended
  2. Implementation Plan: 155_implementation_roadmap.md - Step-by-step guide
  3. Code Quality: CRITICAL_ASSESSMENT.md - What’s excellent, what needs work

For Deep Technical Understanding

  1. Component Analysis: DSPEX_CORE_GAPS.md - What’s missing in core modules
  2. Pydantic Mapping: ELIXACT_LATEST_GAP_ANALYSIS_202506131704.md - How Elixact maps to Pydantic
  3. Detailed Gaps: DSPEX_GAP_ANALYSIS_*_code.md files - Component-by-component analysis

For Future Planning

  1. Retrieval System: RETRIEVE_PLANNING_*.md files - When ready to implement RAG
  2. Model Integration: *_plan.md files - Additional model provider strategies
  3. 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)

New to Project

  1. README.md - Project overview
  2. CRITICAL_ASSESSMENT.md - Code quality assessment
  3. MASTER_PLAN.md - Development strategy

Ready to Contribute

  1. CLAUDE.md - Current status and commands
  2. DSPEX_MISSING_COMPONENTS_MASTER_LIST.md - What needs fixing
  3. 140_using_elixact.md - Integration approach

Architecture Decisions

  1. ELIXACT_LATEST_GAP_ANALYSIS_202506131704.md - Elixact analysis
  2. 155_implementation_roadmap.md - Implementation plan
  3. DSPEX_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.