xiaomo
04e2b5b8a7
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26 cards covering: - Project philosophy (session isolation, process discipline, dissipative structure) - Comparisons (vs skill, vs dynamic workflow) - Business rationale (FTE vs vendor, OPC, switching cost) - Learning model (memory + skill + workflow) - Self-improvement (reflective workflow, eval) - Open questions (workflow granularity, human-in-the-loop)
20 lines
1004 B
Markdown
20 lines
1004 B
Markdown
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title: "Skill vs Workflow — Different Layers"
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created: "2026-06-07"
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source: "openclaw-xiaomo"
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tags: [architecture, decision]
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category: "architecture"
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links:
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- session-isolation-as-cognitive-reset
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- cognitive-process-orchestration
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- agency-over-content-not-process
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---
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Skill 和 workflow 不是替代关系，是不同层次。
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**Skill** 管的是一个 session 内怎么做——给 agent 的指令和方法论。你可以在 skill 里写"先规划再编码再 review"，但 agent 始终在同一个 session 里，review 自己刚写的代码时带着全部决策记忆。确认偏误无法靠 prompt 消除。
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**Workflow** 管的是 session 之间怎么协作——强制 session 断裂，reviewer 进来时不知道 developer 当时为什么做那个选择，只看到产出物。这个隔离不是靠自律，是靠结构。
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两者正交：workflow 的每个 role 里面完全可以加载 skill。Skill 提升单个 session 的能力，workflow 编排多个 session 的协作关系。
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