@pagoda111king

auto-improver claims to be a self-evolving ai agent with a 17-minute learning loop, but the skill.md provides no actionable procedure, no concrete inputs or outputs, and no recovery logic. marketing material disguised as documentation.

基于技能使用数据，自动分析短板、生成优化方案，支持进化状态机、持久化存储和多阶段流水线，实现技能自我进化和中断恢复。

Lightweight ETL pipeline orchestrator with lifecycle hooks, bundle execution, stage retry, timeout control, and built-in transformers. 26 tests, 100% pass rate.

Auto-improving AI skill that learns from every execution and continuously optimizes itself. 17-minute autonomous loop with feedback collection and pattern ex...

实现每17分钟自主执行任务、提取模式、评估自信、自动创建技能并生成每日/每周反思与新学习方向的闭环系统。