Wikify Repo — AI skill for Claude Code
Compile any codebase into a grounded, lint-clean markdown wiki your AI agent can actually trust — SCIP symbol resolution + citation linter, plain markdown you own (no graph DB, no SaaS).
How to install Wikify Repo
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open vlasenkoalexey/wikify-repo and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Wikify Repo does
Compile any codebase into a grounded, lint-clean markdown wiki your AI agent can actually trust — SCIP symbol resolution + citation linter, plain markdown you own (no graph DB, no SaaS).
Alternatives in AI
- Jcodemunch MCP — Cut AI token costs 95%+ on code exploration 2.6k ★
- Empirica — Make AI agents and AI workflows measurably reliable 244 ★
- Scipilot Writing Skill — SciPilot family: academic writing and polishing co-pilot, with a machine-checked writing-quality evidence chai 220 ★
README
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
Related Skills
AiNetLinter
Roslyn-based C# (.NET 10) linter for AI-readability rules, with an MCP server exposing 20 solution-analysis to
RAG Knowledge
Use when changing Lumina's retrieval and grounded-answer workflow, including server/src/services/knowledgeBase
UX Lint
Deterministic regex-based linter for AI fingerprints. No LLM, no API, no network. CI-friendly — exits non-zero
LLM Wiki Claude Skill
Karpathy-style LLM Wiki as a Claude Code skill — persistent markdown knowledge base with ingest/query/lint/com
Mdscript
A template language for composable LLM prompt engineering. Write prompts with variables, loops, conditionals,
Scip CLI
Python CLI for AI agents. Queries SCIP indexes for precise refs, definitions, and repo health analysis.
Related Agents
Wiki Linter
Dispatched by wiki-lint for large wikis (>50 pages) or heavy cleanup. Runs lint, categorizes findings, applies
Linter
Validates wiki integrity — checks links, staleness, terminology, orphans
Go Build Resolver
Go build, vet, and compilation error resolution specialist. Fixes build errors, go vet issues, and linter warn