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principle-encode-lessons-in-structure

principle-encode-lessons-in-structure

github.com/backnotpropDevelopment3.1k5.8k installsUpdated today
Repository

About principle-encode-lessons-in-structure

A coding-agent skill for turning lessons into structural changes where possible, and clearer instructions with failure examples when judgment is unavoidable. It helps developers distinguish between a design fix and an instruction fix.

Key features

  1. 01Prefer structural fixes when possible
  2. 02Clarify instructions when judgment is needed
  3. 03Add examples of failure modes

Use cases

  1. 01Correct recurring issues through structural changes
  2. 02Strengthen guidance for judgment-dependent tasks

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/backnotprop/pstack --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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