{"skill":{"slug":"live-evo","displayName":"Live Evo: Online Evolution with verified experiences","summary":"Self-evolving memory system that learns from verifiable tasks. Use when completing tasks where you can verify the outcome (coding, predictions, analysis). Au...","tags":{"latest":"0.1.0"},"stats":{"comments":1,"downloads":323,"installsAllTime":1,"installsCurrent":1,"stars":1,"versions":1},"createdAt":1772754198688,"updatedAt":1777525652688},"latestVersion":{"version":"0.1.0","createdAt":1772754198688,"changelog":"Initial release of live-evo: a self-evolving, task-aware memory system\n\n- Introduces an adaptive memory system that learns from verifiable tasks and user feedback.\n- Supports automatic retrieval of relevant past experiences and synthesizes them into actionable, task-specific guidelines.\n- Provides workflows for both contrastive (two-attempt) evaluation and direct application with feedback-driven learning.\n- Persists experience data and maintains a weight-based system for prioritizing high-quality lessons.\n- Includes command-line scripts for retrieval, updating, and managing experiences.","license":null},"metadata":null,"owner":{"handle":"mercury7353","userId":"s17ethha58f9ft9x7pzm5emxr1842qmy","displayName":"YaolunZhang","image":"https://avatars.githubusercontent.com/u/103104011?v=4"},"moderation":null}