name: shodh-local summary: Local-first cognitive memory for AI agents with semantic recall, GTD todos, and knowledge graph. description: 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.

Shodh-Local (v0.1.74)

Local-first brain for OpenClaw. Offline, learns with use.

Config (TOOLS.md)

• Binary: ./shodh-memory-server (or add to PATH)
• Server: localhost:3030
• Data: ./shodh-data
• Key: <YOUR-API-KEY> (X-API-Key, generate via shodh-memory-server)
• Manage: process tool (session amber-seaslug)
• TUI: cd tools/shodh-memory && ./shodh-tui (graph/activity)

Quick Use

KEY='<YOUR-API-KEY>'
curl -s -X POST http://localhost:3030/api/remember \\
-H &quot;Content-Type: application/json&quot; -H &quot;X-API-Key: $KEY&quot; \\
-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;

Core Tools

• Remember: /api/remember (types: Learning/Observation/Conversation/Task/Preference)
• Recall: /api/recall (semantic) | /api/recall/tags
• Proactive: /api/proactive_context (auto-relevant)
• Todos: /api/todos/add | /api/todos | /api/todos/complete
• Projects: /api/projects/add | /api/projects
• Summary: /api/context_summary

Full API: reference/api.md

Best Practices

• User ID: henry (main), openclaw (system), task-XYZ (sub-agents)
• Tags: Always add for filtering (e.g. ["openclaw", "project-backend"])
• Before reply: Recall recent context for continuity
• Heartbeat: Check todos daily
• Maintenance: Restart server weekly (process kill amber-seaslug + restart)

Read reference/examples.md for OpenClaw patterns.