Wiki Audit is a specialized capability for Claude Code designed to maintain high-integrity personal wikis based on Andrej Karpathy's LLM Wiki pattern. It systematically analyzes wiki pages to ensure every factual claim is backed by a verifiable source, using parallel subagents to check footnotes against PDFs, URLs, and local files. By generating detailed audit reports and offering automated fixes for unsupported or uncited claims, it helps users build a reliable, high-stakes knowledge base where every piece of information is grounded in evidence.
主要功能
01152 GitHub stars
02Verifies cited claims by cross-referencing verbatim quotes or synthesis against source material.
03Generates comprehensive Markdown audit reports with clear verdicts: Supported, Unsupported, Partial, or Source Missing.
04Detects non-common-knowledge factual claims that lack proper citations.
05Offers automated fixes for citations, including proposing new footnotes and applying text diffs for inaccuracies.
06Parallelizes verification using subagents to efficiently process multiple footnotes across large PDFs or documents.
使用场景
01Validating that AI-synthesized summaries haven't introduced hallucinations or overstated claims from the source material.
02Performing a rigorous quality check on high-stakes wiki pages after ingesting new research or technical papers.
03Maintaining long-term knowledge integrity by identifying broken links or missing source files in a personal knowledge base.