principle-encode-lessons-in-structure

该 Skill 是一条原则：当同一指令重复出现或纠正反复发生时，把规则固化为 lint、元数据标记、运行时检查或脚本；若必须依赖判断，则强化说明并补充失败示例。

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最近更新 2026-10-19 04:13:16

分类：知识依赖：纯提示词应用场景：工作流 / 概念解释

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add michael-denyer/pstack-claude/principle-encode-lessons-in-structure

Metadata

name: principle-encode-lessons-in-structure
description: Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.
user-invocable: false

If the lesson needs judgment and cannot be encoded, make the instruction more prominent and add an example of the failure mode.

Corollary: If the fix is structural, only use the structural fix. The instruction is the symptom.