docs: expand .cards — vision, comparisons, business rationale, open questions
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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)
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title: "When Skill Is Not Enough — Workflow Judgment Call"
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created: "2026-06-07"
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source: "openclaw-xiaomo"
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tags: [architecture, decision, pattern]
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category: "architecture"
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links:
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- skill-vs-workflow-different-layers
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- attention-isolation-breaks-cognitive-inertia
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- feedback-loops-convergent-and-divergent
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- agency-over-content-not-process
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**Skill 够用的场景:** 任务在单一认知模式下可以完成好。查资料、写文档、跑部署脚本、按规范格式化——不需要自我对抗,一个 session 带着清晰指令一路执行到底就行。
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**Workflow 更好的场景:** 任务需要在不同认知模式之间切换,且这些模式之间存在张力。典型标志:
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1. **产出需要被"不知道过程"的眼睛审视** — 写代码+review、写方案+挑战、翻译+校对。一个 session 做不到真正的自我审视,确认偏误是自回归结构决定的,不是 prompt 能修的。
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2. **出错成本高到需要结构性保证** — 不是"建议你 review 一下",而是"你不可能跳过 review"。Skill 是建议,workflow 是制度。
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3. **需要收敛到明确的质量标准** — 负反馈环驱动修正直到通过,而不是 agent 自己觉得"差不多了"。
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**判词:当任务复杂到 agent 可能说服自己"错的是对的"时,你需要 workflow 的结构隔离,而不是 skill 的行为指导。**
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