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Get Started Free →Manage knowledge graph for autonomous coding. Use when storing relationships, querying connected knowledge, building project understanding, or maintaining semantic memory.
.claude/skills/majiayu000-ac-knowledge-graph/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-18 | ✗→✓ | ▲ Improved | -70% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -51% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -54% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -70% | 0% |
Build and query knowledge graphs for project understanding.
Maintains a knowledge graph of project concepts, relationships, and learnings for intelligent decision-making.
pythonfrom 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")
See scripts/knowledge_graph.py for full implementation.
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