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feedback-loop

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Experimental interface environment for open source LLM, designed to democratize the use of AI. Powered by llama-cpp, llama-cpp-python and Gradio.

  • Updated Oct 11, 2025
  • Python

Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.

  • Updated Apr 4, 2026
  • Python

Pre-action gates for AI coding agents. Skill disclosure cuts tokens. Hallucination and PII checks harden outputs. 👍 Thumbs up reinforces good behavior. 👎 Thumbs down blocks repeated mistakes. Free is local. History-aware lessons distill vague feedback. Team adds shared lessons and org visibility, plus generated review views.

  • Updated Apr 3, 2026
  • JavaScript

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