Knowledge Graph

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 yo

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skill

AI & Machine Learning

intermediate

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Last updated: April 23, 2026

AI Skill Market Insights

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Quick Start

Manual Installation

No automatic installation available. Please visit the source repository for installation instructions.

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3-5hrs/WK

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0.0K+ USING

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Supersede an old fact (mark old as superseded + create new fact):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

Knowledge Graph

AI Skill Market Insights

Quick Start

Manual Installation

TEAR & SHARE

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Multi-Agent Patterns

Be Part of the 0+ Developer Community

Knowledge Graph (file-based)

Commands

Notes

Memory Systems Design

Context Degradation Detection

Context Optimization

Tool Design for Agents

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