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byted-ark-evolve

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Agent self-evolution system. Collects signals from user feedback, stores execution trajectories (golden + correction pairs), analyzes patterns, proposes mutations to workspace files, and generates HTML reports. Trigger with "/evolve" or when the user asks to improve agent behavior. Also use when the user says "remember this pattern", "don't do X again", or "that was a good approach, save it".

skills/byted-ark-evolve/SKILL.md

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Nov 6, 2026
License
Apache-2.0

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# Evolution Skill

Agent 自进化系统。进化单位是整个 Agent（Identity + Context + Protocol + Capability + Runtime）。

## 核心原则

1. **Quality > Reliability > Efficiency > Cost** — 不允许牺牲质量换效率
2. **帕累托约束** — 任何 mutation 如果导致某个维度退化，BLOCK 并请用户决策
3. **写入即生效** — 用户确认变更后写入 workspace 文件，下次 session 即可加载新配置
4. **先对齐再执行** — 进化方案必须先呈现给用户确认

## 数据安全与权限边界

- **本地存储**：所有运行时数据(信号、轨迹、变异、报告)写入用户本地 `~/.{*claw*}/workspace/evolution-data/`，不上传任何外部服务。
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