Query and mutate a Markdown knowledge vault via CLI and MCP stdio tools.
npx skills add https://github.com/fusuyfusuy/dot-agents --skill akatsuki-fusuyfusuy
Please help me install this Agent Skill. Skill: akatsuki Source: https://github.com/fusuyfusuy/dot-agents/tree/main/skills/akatsuki Command: npx skills add https://github.com/fusuyfusuy/dot-agents --skill akatsuki-fusuyfusuy
High-intent search queries and answers about installing and using this skill.
Use akatsuki search with the default hybrid mode, which fuses BM25 keyword rankings from SQLite FTS5 and dense vector embeddings via Reciprocal Rank Fusion. Add --with-graph to attach 1-hop dependency context to results.
Use akatsuki contract to extract only machine-actionable boundaries like ports, dependencies, and invariants, eliminating 70-90% of narrative content. For full notes, akatsuki read supports --section and --budget flags for token-bounded slices.
Yes, running akatsuki mcp starts a JSON-RPC stdio server exposing tools like akatsuki_search, akatsuki_blast, and akatsuki_write_note. Each MCP tool maps directly to an equivalent CLI subcommand.
Yes, the core is zero-dependency and BM25 search works without extras. The akatsuki[embeddings] extra adds sentence-transformers and torch for vector and hybrid modes, capped at 2 CPU threads with a local ephemeral vectors.db.
Exit code 1 indicates unresolved wikilinks, schema lint errors, failed invariant assertions, or a missing note. Run akatsuki lint to identify frontmatter schema violations and akatsuki verify to locate broken wikilinks across the vault.
framersaiRead, create, and update Markdown notes with YAML frontmatter in Obsidian vaults.
klirixBootstrap a Jig server, connect the CLI, and prepare deployment configurations.
FlexNetOSAnalyze code relationships and locate symbol definitions with GitKB tools.
carlos-algmsManage Obsidian vault notes, tasks, and plugins from the terminal.
