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BytesAgain β€Ί Skills β€Ί Shodh Local
πŸ¦€ ClawHub

Shodh Local

by @doobidoo

Local offline cognitive memory for AI agents providing semantic recall, GTD todos/projects, and a knowledge graph with Hebbian learning and a TUI dashboard.

Versionv1.0.1
Downloads2,321
Stars⭐ 1
Comments1
#data#legal#education#productivity
TERMINAL
clawhub install shodh-local

πŸ“– About This Skill

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: (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=''
curl -s -X POST http://localhost:3030/api/remember \\
-H "Content-Type: application/json" -H "X-API-Key: $KEY" \\
-d '{"user_id": "henry", "content": "Test memory", "memory_type": "Learning", "tags": ["test"]}'

    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.

    πŸ“‹ Tips & 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.