{"skill":{"slug":"jpeng-episodic-memory-debugger","displayName":"episodic-memory-debugger","summary":"Provides tools for debugging episodic memory systems including recall precision analysis, multi-modal encoding validation, indexing efficiency checks, and ir...","tags":{"latest":"1.0.0"},"stats":{"comments":0,"downloads":115,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":1},"createdAt":1774429340299,"updatedAt":1774436509184},"latestVersion":{"version":"1.0.0","createdAt":1774429340299,"changelog":"Initial release: Episodic Memory Debugger skill for AI memory system analysis and diagnostics.\n\n- Analyze recall precision, recall, F1, and identify low-precision queries\n- Detect issues in multi-modal encoding, embedding quality, and cross-modal alignment\n- Check indexing efficiency, structure, and duplication in memory indices\n- Discover patterns in irrelevant recall by modality, time, and source\n- Generate comprehensive diagnostic reports with health scores and actionable recommendations\n- Includes tools and classes for recall analysis, encoding validation, index checks, irrelevant recall detection, and memory drift analysis","license":"MIT-0"},"metadata":null,"owner":{"handle":"jpengcheng523-netizen","userId":"s177n9nwg73ep3g6fp9z19025n83h4xr","displayName":"jpengcheng523-netizen","image":"https://avatars.githubusercontent.com/u/226868999?v=4"},"moderation":{"isSuspicious":true,"isMalwareBlocked":false,"verdict":"suspicious","reasonCodes":["suspicious.llm_suspicious"],"summary":"Detected: suspicious.llm_suspicious","engineVersion":"v2.2.0","updatedAt":1774436509184}}