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- Add HAYSTACK.md (700+ lines): Enterprise RAG framework with BM25 + hybrid search - Add WEAVIATE.md (867 lines): Multi-tenancy, GraphQL, hybrid search, generative search - Add CHROMA.md (832 lines): Local-first with free embeddings, persistent storage - Add FAISS.md (785 lines): Billion-scale with GPU acceleration and product quantization - Add QDRANT.md (746 lines): High-performance Rust engine with rich filtering All guides follow proven 11-section pattern: - Problem/Solution/Quick Start/Setup/Advanced/Best Practices - Real-world examples (100-200 lines working code) - Troubleshooting sections - Before/After comparisons Total: ~3,930 lines of comprehensive integration documentation Test results: - 26/26 tests passing for new features (RAG chunker + Haystack adaptor) - 108 total tests passing (100%) - 0 failures This completes all optional integration guides from ACTION_PLAN.md. Universal preprocessor positioning now covers: - RAG Frameworks: LangChain, LlamaIndex, Haystack (3/3) - Vector Databases: Pinecone, Weaviate, Chroma, FAISS, Qdrant (5/5) - AI Coding Tools: Cursor, Windsurf, Cline, Continue.dev (4/4) - Chat Platforms: Claude, Gemini, ChatGPT (3/3) Total: 15 integration guides across 4 categories (+50% coverage) Ready for v2.10.0 release. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Skill Seekers Documentation
Welcome to the Skill Seekers documentation hub. This directory contains comprehensive documentation organized by category.
📚 Quick Navigation
🆕 New in v2.7.0
Recently Added Documentation:
- ⭐ Quick Reference - One-page cheat sheet
- ⭐ API Reference - Programmatic usage guide
- ⭐ Bootstrap Skill - Self-hosting documentation
- ⭐ Code Quality - Linting and standards
- ⭐ Testing Guide - Complete testing reference
- ⭐ Migration Guide - Version upgrade guide
- ⭐ FAQ - Frequently asked questions
🚀 Getting Started
New to Skill Seekers? Start here:
- Main README - Project overview and installation
- Quick Reference - One-page cheat sheet ⚡
- FAQ - Frequently asked questions
- Quickstart Guide - Fast introduction
- Bulletproof Quickstart - Beginner-friendly guide
- Troubleshooting - Common issues and solutions
📖 User Guides
Essential guides for setup and daily usage:
-
Setup & Configuration
- Setup Quick Reference - Quick setup commands
- MCP Setup - MCP server configuration
- Multi-Agent Setup - Multi-agent configuration
- HTTP Transport - HTTP transport mode setup
-
Usage Guides
- Usage Guide - Comprehensive usage instructions
- Upload Guide - Uploading skills to platforms
- Testing Guide - Complete testing reference (1200+ tests)
- Migration Guide - Version upgrade instructions
⚡ Feature Documentation
Learn about core features and capabilities:
Core Features
- Pattern Detection (C3.1) - Design pattern detection
- Test Example Extraction (C3.2) - Extract usage from tests
- How-To Guides (C3.3) - Auto-generate tutorials
- Unified Scraping - Multi-source scraping
- Bootstrap Skill - Self-hosting capability (dogfooding)
AI Enhancement
- AI Enhancement - AI-powered skill enhancement
- Enhancement Modes - Headless, background, daemon modes
PDF Features
- PDF Scraper - Extract from PDF documents
- PDF Advanced Features - OCR, images, tables
- PDF Chunking - Handle large PDFs
- PDF MCP Tool - MCP integration
🔌 Platform Integrations
Multi-LLM platform support:
- Multi-LLM Support - Overview of platform support
- Gemini Integration - Google Gemini
- OpenAI Integration - ChatGPT
📘 Reference Documentation
Technical reference and architecture:
- API Reference - Programmatic usage guide ⭐
- Code Quality - Linting, testing, CI/CD standards ⭐
- Feature Matrix - Platform compatibility matrix
- Git Config Sources - Config repository management
- Large Documentation - Handling large docs
- llms.txt Support - llms.txt format
- Skill Architecture - Skill structure
- AI Skill Standards - Quality standards
- C3.x Router Architecture - Router skills
- Claude Integration - Claude-specific features
📋 Planning & Design
Development plans and designs:
- Design Plans - Feature design documents
📦 Archive
Historical documentation and completed features:
- Historical - Completed features and reports
- Research - Research notes and POCs
- Temporary - Temporary analysis documents
🤝 Contributing
Want to contribute? See:
- Contributing Guide - Contribution guidelines
- Roadmap - Comprehensive roadmap with 136 tasks
📝 Changelog
- CHANGELOG - Version history and release notes
💡 Quick Links
For Users
For Developers
- Contributing
- Development Setup
- Testing Guide - Complete testing reference
- Code Quality - Linting and standards
- API Reference - Programmatic usage
- Architecture
API & Tools
🔍 Finding What You Need
I want to...
Get started quickly → Quick Reference or Quickstart Guide
Find quick answers → FAQ - Frequently asked questions
Use Skill Seekers programmatically → API Reference - Python integration
Set up MCP server → MCP Setup Guide
Run tests → Testing Guide - 1200+ tests
Understand code quality standards → Code Quality - Linting and CI/CD
Upgrade to new version → Migration Guide - Version upgrades
Scrape documentation → Usage Guide → Documentation Scraping
Scrape GitHub repos → Usage Guide → GitHub Scraping
Scrape PDFs → PDF Scraper
Combine multiple sources → Unified Scraping
Enhance my skill with AI → AI Enhancement
Upload to Google Gemini → Gemini Integration
Upload to ChatGPT → OpenAI Integration
Understand design patterns → Pattern Detection
Extract test examples → Test Example Extraction
Generate how-to guides → How-To Guides
Create self-documenting skill → Bootstrap Skill - Dogfooding
Fix an issue → Troubleshooting or FAQ
Contribute code → Contributing Guide and Code Quality
📢 Support
- Issues: GitHub Issues
- Discussions: GitHub Discussions
- Project Board: GitHub Projects
Documentation Version: 2.7.0 Last Updated: 2026-01-18 Status: ✅ Complete & Organized