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ai-feedback

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A local-first Flask web app that analyzes PDF/DOCX resumes using a Groq/OpenAI-compatible LLM. Extracts text, returns structured feedback with ratings, keyword gaps, prioritized fixes, and rewrite examples, and renders results in a clean UI with copy/download tools. Designed for fast, actionable resume improvements.

  • Updated Feb 24, 2026
  • Python

This is a harness/wrapper/tool for AI coding with automated push back (external feedback loop), for better quality AI coding with plan and iterative work reviewed on each step, all safely isolated inside of a docker container. Written and tested by an LLM with me just throwing grumpy remarks to make it test more crazy scenarios!

  • Updated May 6, 2026
  • Python

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