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1. Open-Weight-LLM-Medical-Citation-Audit Open-Weight-LLM-Medical-Citation-Audit Public

   Do self-hostable AI models make up medical citations? Study + code: 43,508 citations from open-weight LLMs checked against real literature databases, fully reproducible.

   Python

2. citation-needed citation-needed Public

   Checks an AI answer's citations: flags fake, retracted, or wrong-paper references and numbers missing from your sources. CLI, CI gate, MCP server.

   Python

3. crypto-autoresearch crypto-autoresearch Public

   AI agent rewrites a trading strategy and keeps only real improvements; leak canaries, a sealed holdout, and deflated Sharpe stop it from fooling itself.

   Python

4. Jarvis Jarvis Public

   Voice-controlled AI idea room: talk an idea through with a consultant agent, it hands the work to 10 expert agents, and a live board tracks results.

   Python

5. resume-engine-starter resume-engine-starter Public

   Paste a job description, get a tailored one-page resume PDF. An AI agent picks from your real experience; a validator blocks any invented facts.

   JavaScript

6. NLP-Clinical-Urgency-Classifier NLP-Clinical-Urgency-Classifier Public

   NLP pipeline that sorts clinical notes into Emergency, Urgent, Non-urgent, or Routine, built to handle noisy, ambiguous real-world text.

   Jupyter Notebook 1