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ac-knowledge-graph

AC Knowledge Graph constructs and queries semantic networks of project concepts and their relationships to support autonomous coding systems. Use it when autonomous agents need to store entity relationships, retrieve contextually connected information, or maintain persistent semantic memory across coding tasks and project iterations.

View source Repository: claude-skill-registry

Install in Claude Code

Copy

git clone --depth 1 https://github.com/majiayu000/claude-skill-registry /tmp/ac-knowledge-graph && cp -r /tmp/ac-knowledge-graph/skills/agent/ac-knowledge-graph ~/.claude/skills/ac-knowledge-graph

Then start a new Claude Code session; the skill loads automatically.

Definition

SKILL.md

# AC Knowledge Graph

Build and query knowledge graphs for project understanding.

## Purpose

Maintains a knowledge graph of project concepts, relationships, and learnings for intelligent decision-making.

## Quick Start

```python
from scripts.knowledge_graph import KnowledgeGraph

graph = KnowledgeGraph(project_dir)
await graph.add_entity("User", {"type": "model"})
await graph.add_relation("User", "has", "Profile")
related = await graph.query("User")
```

## API Reference

See `scripts/knowledge_graph.py` for full implementation.