{"skill":{"slug":"shodh-local","displayName":"Shodh Local","summary":"Local offline cognitive memory for AI agents providing semantic recall, GTD todos/projects, and a knowledge graph with Hebbian learning and a TUI dashboard.","description":"---\nname: shodh-local\nsummary: Local-first cognitive memory for AI agents with semantic recall, GTD todos, and knowledge graph.\ndescription: Local Shodh-Memory v0.1.74 (offline cognitive memory for AI agents). Use for persistent remembering, semantic recall, GTD todos/projects, knowledge graph. Triggers: \\\"remember/save/merke X\\\", \\\"recall/Erinnere/search memories about Y\\\", \\\"todos/add/complete\\\", \\\"projects\\\", \\\"proactive context\\\", \\\"what learned about Z\\\". Server localhost:3030 (amber-seaslug), key in TOOLS.md. Hebbian learning, 3-tier (working/session/LTM), TUI dashboard.\n---\n\n# Shodh-Local (v0.1.74)\n\nLocal-first brain for OpenClaw. Offline, learns with use.\n\n## Config (TOOLS.md)\n- **Binary**: `./shodh-memory-server` (or add to PATH)\n- **Server**: `localhost:3030`\n- **Data**: `./shodh-data`\n- **Key**: `<YOUR-API-KEY>` (X-API-Key, generate via shodh-memory-server)\n- **Manage**: `process` tool (session `amber-seaslug`)\n- **TUI**: `cd tools/shodh-memory && ./shodh-tui` (graph/activity)\n\n## Quick Use\n```\nKEY='<YOUR-API-KEY>'\ncurl -s -X POST http://localhost:3030/api/remember \\\\\n-H &quot;Content-Type: application/json&quot; -H &quot;X-API-Key: $KEY&quot; \\\\\n-d &#39;{&quot;user_id&quot;: &quot;henry&quot;, &quot;content&quot;: &quot;Test memory&quot;, &quot;memory_type&quot;: &quot;Learning&quot;, &quot;tags&quot;: [&quot;test&quot;]}&#39;\n```\n\n## Core Tools\n- **Remember**: `/api/remember` (types: Learning/Observation/Conversation/Task/Preference)\n- **Recall**: `/api/recall` (semantic) | `/api/recall/tags`\n- **Proactive**: `/api/proactive_context` (auto-relevant)\n- **Todos**: `/api/todos/add` | `/api/todos` | `/api/todos/complete`\n- **Projects**: `/api/projects/add` | `/api/projects`\n- **Summary**: `/api/context_summary`\n\nFull API: [reference/api.md](reference/api.md)\n\n## Best Practices\n- **User ID**: `henry` (main), `openclaw` (system), `task-XYZ` (sub-agents)\n- **Tags**: Always add for filtering (e.g. [&quot;openclaw&quot;, &quot;project-backend&quot;])\n- **Before reply**: Recall recent context for continuity\n- **Heartbeat**: Check todos daily\n- **Maintenance**: Restart server weekly (`process kill amber-seaslug` + restart)\n\nRead [reference/examples.md](reference/examples.md) for OpenClaw patterns.","topics":["Learning"],"tags":{"latest":"1.0.1"},"stats":{"comments":1,"downloads":2219,"installsAllTime":83,"installsCurrent":2,"stars":1,"versions":2},"createdAt":1770024316347,"updatedAt":1778485987525},"latestVersion":{"version":"1.0.1","createdAt":1770024612915,"changelog":"- Added a summary field for improved discoverability.\n- Updated the binary path in config instructions for clarity (now suggests ./shodh-memory-server or adding to PATH).","license":null},"metadata":null,"owner":{"handle":"doobidoo","userId":"s17dyn4zv6gnegecn4ztqnbqf1885vv2","displayName":"doobidoo","image":"https://avatars.githubusercontent.com/u/5000709?v=4"},"moderation":{"isSuspicious":false,"isMalwareBlocked":false,"verdict":"clean","reasonCodes":["review.llm_review"],"summary":"Review: review.llm_review","engineVersion":"v2.4.24","updatedAt":1779935171528}}