@pengpengliu1212-art

robot-evolve executes low-risk autonomous maintenance (L0/L1 ops) on manual user trigger, cleaning temp files, validating workspace structure, and compressing memory logs when thresholds are exceeded. reports sent via current session channel.

case-extraction transforms chat logs and oral narratives into structured case documents using the spas methodology. it validates input completeness against a 10-point checklist before proceeding to extraction and word document generation.

skill-evolve-pro implements a six-stage optimization loop for automated skill refinement using failure trajectory analysis and atomic editing patches. phase 1 requires manual trajectory files; phase 2 adds session-state parsing. user confirmation gates all modifications before write.

risk-guard diagnoses common false failures and enforces confirmation gates on high-risk irreversible operations. covers risk tiering (l0-l3), pseudo-fault detection via powershell checks, and requires explicit user approval before deletions or system modifications.

热点内容创作助手：自动抓取多平台热点，筛选创作方向，生成小红书封面图和虚拟博主形象， 写出有人味的爆款内容。触发词：热点创作、追热点、创作方向、小红书方向、抖音方向。 适用场景：需要从热点中挖掘内容创作方向并生成配图+文案的完整工作流。

去AI味写作技能：将AI生成的文案改写成真人风格，适用于小红书、抖音、微信公众号、微博。 触发词：去AI味、润色文案、生成正文、human写作。 适用场景：AI生成初稿后，执行去AI味处理，使文案读起来自然、有人味、不像机器写的。

根因猎人技能。遇到问题时严格走五阶段根因调查流程，禁止随机修复。触发词：诊断、帮我调试、帮我分析原因、排查问题。