@windy-001-crypto

data-harvester-v2 scrapes urls in batch mode and queries stock/news data, but lacks structured decision logic and actionable failure handling for real-world deployment.

ai-chatbot-v2 provides faq matching, intent classification, and multi-turn dialogue for customer service scenarios. lacks explicit error handling, recovery paths, and measurable outcome signals.

增强型自我进化技能，集成自动技能提取、根因分析、知识图谱、跨会话同步、自动晋级机制。触发词：'总结这个经验'、'保存为技能'、'自我进化'、'学习这个'、'记录教训'。相比原版self-improving-agent，新增自动提取、多维度分析、进化追踪功能。