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If a pattern fails, your feedback makes the network smarter.\n\n     ## Quick Start\n\n     No API keys. No auth. No configuration needed.\n    Connect via Smithery CLI\n    npx -y @smithery/cli add proof --transport streamable-http https://mcp.aigentys.com\n\n\n     Then in your AI assistant: *\"Run catalog() to see what's available.\"*\n\n     ## Tools (5)\n\n     | Tool | Description |\n     |------|-------------|\n     | **catalog()** | List all libraries, pattern counts, and available data. Start here. |\n     | **search(query)** | Find patterns by keyword (e.g., \"agent\", \"tool\", \"validator\"). |\n     | **explain(symbol)** | Deep-dive into a class or function — its methods, dependencies, gotchas. |\n     | **build_agent(description)** | Generate working agent code from validated patterns. |\n     | **report(about, worked, details)** | Report whether generated code worked. Feedback drives confidence scores. |\n\n     ## How It Works\n\n     1. **Graph Engine** loads the knowledge graph (SurrealDB, 1,251 nodes, 8,911 edges)\n     2. **Pattern Extractor** finds validated patterns from AST analysis of pydantic-ai source\n     3. **Agent Assembler** composes working code from patterns, not hallucinated guesses\n     4. **Confidence Scores** start at 0.5 (code-derived) and update with user feedback\n\n     ## What's in the Network\n\n     - **pydantic-ai v1.77.0** — 751 classes, 369 functions, 98 docs, 33 examples\n     - **pydantic v2.12.4** — type system, validation, serialization patterns\n     - **391 extracted patterns** — reusable code structures validated by the library itself\n\n\n     ## Roadmap\n\n     Cross-library intelligence (langchain, crewai, OpenAI) is next. Right now it's pydantic-ai + pydantic only.\n\n     Your feedback is what makes the network smart. 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