Individual skill
practice-cognition
实践认识论:把方案、假说或判断放回实践中检验,按「实践 → 认识 → 再实践」螺旋迭代,并在开始前写明循环终止条件。当你提出了假说要验证、一次尝试失败要复盘再来、发现自己只想不做或只做不想时触发;一次性输出、答案可直接查阅、还没形成假说(先调查)时不触发。 English: Practice-cognition loop. Test a hypothesis or plan in practice, learn from the result, and iterate in a rising spiral with an explicit stop condition. Trigger when a plan needs validation, an attempt failed and must be retried, or you notice thinking without doing (or doing without thinking); skip for one-shot outputs, lookup questions, or before any hypothesis exists.
skills/practice-cognition/SKILL.md
Source commit 5ace7173b2d71fa7848c56a29f74b39d611c6cb3
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- Yes
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- Yes
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- Observed behavior
- Instructions only
- Last checked
- Nov 9, 2026
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- Repository last updated
- Oct 1, 2026
- License
- MIT
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- ai-agents Repository topic
- methodology Repository topic
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- testing Derived category
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SKILL.mdcore · 3,390 bytesoriginal-texts.mddoc · 2,904 bytes
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# 实践认识论
> "实践、认识、再实践、再认识,这种形式,循环往复以至无穷,而实践和认识之每一循环的内容,都比较地进到了高一级的程度。这就是辩证唯物论的全部认识论,这就是辩证唯物论的知行统一观。" —— 《实践论》
## 用 / 不用
用:
- 提出了方案或假说,需要验证其正确性
- 上一轮尝试失败,需要总结后进入下一轮
- 只在"想"没有在"做"(教条主义),或只在"做"没有在"想"(经验主义)
- 需要判定方案是否可行,却没有实践证据
不用:
- 一次性输出(写封邮件),无需迭代