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swarmvault

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Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and recurring source workflows.

cli-tool/components/skills/development/swarmvault/SKILL.md

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# SwarmVault

Use this skill when the user wants a local-first knowledge vault built on the [LLM Wiki](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f) pattern — three layers (raw sources, wiki, schema) where the LLM maintains a durable wiki between you and raw sources. Also use it when the project already contains `swarmvault.config.json` or `swarmvault.schema.md`.

For onboarding, examples, command references, or troubleshooting, read the bundled `README.md`, `examples/`, `references/`, and `TROUBLESHOOTING.md` before improvising workflow advice.

## Quick checks

- Work from the vault root.
- If the vault does not exist yet, run `swarmvault init`.
- Use `swarmvault demo --no-serve` when the user wants the fastest zero-config walkthrough before pointing SwarmVault at their own sources.
- Use `swarmvault scan <directory> --no-serve` when the user wants the fastest scratch pass over a local repo or docs tree without manually stepping through init + ingest + compile first.
- Read `swarmvault.schema.md` before compile or query work. It is the vault's operating contract.
- If `wiki/graph/report.md` exists, use it before broad repo search.