Wikify Repo

wikify-repo

**Compile any codebase into a knowledge-base wiki your AI agent can actually trust.**

   

**wikify-repo** turns a repository into a grounded, lint-clean [Karpathy-style LLM markdown wiki](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f): every claim on every page cites a real, compiler-resolved symbol, and a citation linter fails the build if one doesn't check out. No graph database, no dashboard, no hosted service — the output is plain markdown in your own git repo, and your agent answers from it with nothing but `grep`. A deterministic tool does the grounding (SCIP symbol graph, packets, citation lint, coverage); one LLM-in-the-loop step writes the prose. Record every class, method and relationship with SCIP, spend the model on the ~20% of the code that explains ~80% of it, and give the rest a deterministic catalog page so nothing is dropped.

**For:** teams running coding agents on a codebase too large to read; knowledge bases that span many repositories; onboarding without a tour guide.

[](https://vlasenkoalexey.github.io/wikify-repo-demo/tools/graph/) A wiki produced by this tool — two ingested codebases plus prose pages, every link a citation. Click for the [interactive view](https://vlasenkoalexey.github.io/wikify-repo-demo/tools/graph/).

30 seconds

pipx install git+https://github.com/vlasenkoalexey/wikify-repo && wikify setup   # CLI + agent skill
cd my-repo && wikify init                # wiki config + a block in CLAUDE.md / AGENTS.md