Knowledge Graph Memory

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Manages a durable, three-layer memory system that extracts and organizes facts into an entity-based knowledge graph for persistent context.

The Knowledge Graph skill enables Claude to maintain long-term, structured memory within a workspace by automatically extracting atomic facts and organizing them into entity-based folders for people, companies, and projects. It utilizes a lightweight, append-only system to track durable information across sessions, significantly reducing token usage by injecting concise summaries instead of full conversation transcripts. This skill is essential for developers and teams who need Claude to remember evolving project milestones, architectural decisions, and stakeholder preferences across disconnected sessions.

주요 기능

019 GitHub stars
02Automatic atomic fact extraction from recent work and chat history
03Entity-based organization for people, companies, and projects
04Weekly synthesis workflow to generate living entity summaries
05Low-token recall mechanism to optimize context window usage
06Append-only JSONL fact logging to preserve historical versioning

사용 사례

01Maintaining a living record of project decisions and stakeholder preferences
02Creating an automated directory of project milestones and entity relationships
03Tracking company-specific architecture and domain terminology across sessions