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principle-encode-lessons-in-structure

principle-encode-lessons-in-structure

github.com/michael-denyerAgent workflows3.6k873 installsUpdated today
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About principle-encode-lessons-in-structure

A principle skill for turning lessons about recurring failures into structural fixes rather than relying only on instructions. When a lesson still requires judgment, it recommends making the guidance prominent and illustrating the failure mode.

Key features

  1. 01Prefer structural fixes for structural problems
  2. 02Make judgment-dependent guidance prominent
  3. 03Include examples of failure modes

Use cases

  1. 01Replacing repeated reminders with a structural safeguard
  2. 02Clarifying guidance that still requires human judgment

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/michael-denyer/pstack-claude --skill principle-encode-lessons-in-structure

After installing, type/principle-encode-lessons-in-structurein Claude Code to confirm it loaded.

Details

From the project README

Encode Lessons in Structure

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.

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