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Swarmvault

원문: swarmvault

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.

무엇을 하나요

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 wa

실행 시 본인 API 키(BYOK)로 동작하며, 모델 비용은 사용자 계정에서 직접 결제됩니다.