principle-encode-lessons-in-structure
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.
- Installs
- 5.4K
- Last 24h
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- #1093
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- Pass
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/backnotprop/pstack --skill principle-encode-lessons-in-structure- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads principle-encode-lessons-in-structure automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
Security audits
Independent scans of the skill's instructions and bundled files.
SKILL.md
The instructions your agent reads when the skill is triggered.
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.
FAQ
What does the principle-encode-lessons-in-structure skill do?
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.
How do I install principle-encode-lessons-in-structure?
Run npx skills add https://github.com/backnotprop/pstack --skill principle-encode-lessons-in-structure in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/principle-encode-lessons-in-structure/ (personal) or .claude/skills/principle-encode-lessons-in-structure/ (project).
Which AI agents can use principle-encode-lessons-in-structure?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is principle-encode-lessons-in-structure safe to install?
Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk passed. As with any skill, read the SKILL.md and bundled scripts before installing.
Who maintains principle-encode-lessons-in-structure?
It is published by backnotprop in backnotprop/pstack. It has 5,440 recorded installs.
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