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Search & Research @safatinaztepe Updated 2/26/2026

Knowledge Graph OpenClaw Skill - ClawHub

Do you want your AI agent to automate Knowledge Graph workflows? This free skill from ClawHub helps with search & research tasks without building custom tools from scratch.

What this skill does

Maintain Clawdbot's compounding knowledge graph under life/areas/** by adding/superseding atomic facts (items.json), regenerating entity summaries (summary.md), and keeping IDs consistent. Use when you need deterministic updates to the knowledge graph rather than manual JSON edits.

Install

npx clawhub@latest install knowledge-graph

Full SKILL.md

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namedescription
knowledge-graphMaintain Clawdbot's compounding knowledge graph under life/areas/** by adding/superseding atomic facts (items.json), regenerating entity summaries (summary.md), and keeping IDs consistent. Use when you need deterministic updates to the knowledge graph rather than manual JSON edits.

Knowledge Graph (file-based)

Use the bundled Python script to safely update life/areas/**.

Commands

Add a new fact:

python3 skills/knowledge-graph/scripts/kg.py add \
  --entity people/safa \
  --category status \
  --fact "Runs Clawdbot on a Raspberry Pi" \
  --source conversation

Supersede an old fact (mark old as superseded + create new fact):

python3 skills/knowledge-graph/scripts/kg.py supersede \
  --entity people/safa \
  --old safa-002 \
  --category status \
  --fact "Moved Clawdbot from Pi to a Mac mini"

Regenerate an entity summary from active facts:

python3 skills/knowledge-graph/scripts/kg.py summarize --entity people/safa

Notes

  • Entities live under: life/areas/<kind>/<slug>/
  • Facts live in items.json (array). Summaries live in summary.md.
  • IDs auto-increment per entity: <slug>-001, <slug>-002, ...
  • Never delete facts; supersede them.
Original URL: https://github.com/openclaw/skills/blob/main/skills/safatinaztepe/knowledge-graph

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