miscsubjectsAI governance

Skill · the loop · site

shared-failure-to-skill

Use when the owner reports a recurring failure, repeated fix, or systemic issue. Convert the failure into a skill and a mechanical gate so it stops repeating.

The failure this skill exists to stop

2026-07-22: The owner had to report the same failure twice; recurring failures were fixed in chat and forgotten instead of converted into a skill plus a mechanical gate.

Source
this build
License
site
Canonical file
.claude/skills/shared-failure-to-skill/SKILL.md synced to .agents/skills/shared-failure-to-skill/SKILL.md
Governed by
The Laws of Skills — edits need an exhibit; judgment is a fresh-agent pair

Failure → Skill — stop the same problem from recurring

Overview

When the owner has to fix the same thing twice, the build has failed to learn. This skill turns every recurring failure into a durable skill/article plus a mechanical gate so the failure cannot happen again.

When to Use

Core Pattern

Verify failure exists → Fix root cause → Add mechanical gate → Write skill → Verify counts drop
  1. Verify the failure with fresh evidence. Do not trust a summary that says "done". Run the governor, read the ledger, or reproduce the failure yourself.
  2. Fix the root cause, not the symptom. One fix. If the fix touches shared files, claim them first.
  3. Add a mechanical gate so the failure is blocked automatically:
  1. Write the skill that encodes the detection + fix + gate. The skill is the article. It must load automatically for every future agent.
  2. Verify the failure count drops before declaring anything fixed. Evidence only.

Rules

Red Flags

Verify

Before saying a failure is fixed:

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