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yigitkonur
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audit-skill-by-derailment

Diagnose SKILL.md friction via real-task derailment and apply in-place edits.

Updated Aug 23, 2026
Search Tags:#quality-assurance#root-cause#skill-testing#derailment#friction-analysis#skill-edits
One-click install
npx skills add https://github.com/yigitkonur/skills-by-yigitkonur-secondary --skill audit-skill-by-derailment
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: audit-skill-by-derailment
Source: https://github.com/yigitkonur/skills-by-yigitkonur-secondary/tree/main/skills/audit-skill-by-derailment
Command: npx skills add https://github.com/yigitkonur/skills-by-yigitkonur-secondary --skill audit-skill-by-derailment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a structured approach to testing and hardening an existing SKILL.md by running a real-task subagent derailment and editing the skill where traces reveal friction.

Core Features & Use Cases

  • Surface friction in SKILL.md by performing derailment passes with real tasks.
  • Guide in-place edits that fix root-cause issues and strengthen the skill text for reliable execution.
  • Avoid creating external reports; the deliverable is the updated SKILL.md text.

Quick Start

Run a derailment pass on your target SKILL.md to identify friction and iterate fixes directly in the skill files.

Frequently Asked Questions about audit-skill-by-derailment

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I test a SKILL.md file for reliability before publishing?▼

Quality assurance for SKILL.md involves diagnosing and hardening the skill text by running real-task derailment passes. This surfaces friction and guides in-place edits to fix root-cause issues, ensuring reliable execution without generating external reports.

What is skill derailment and how does friction analysis work?▼

Skill derailment is a quality assurance technique that runs real tasks against a SKILL.md to force it off its intended path, surfacing execution friction. Friction analysis then classifies these failures using a root-cause taxonomy to guide targeted edits.

How do I fix root-cause issues in a SKILL.md file?▼

Fix root-cause issues in a SKILL.md by running a derailment pass, classifying the resulting friction using a root-cause taxonomy, and applying in-place edits directly to the source text. This hardens the skill for reliable execution without separate reports.

Can I validate SKILL.md edits across different domains?▼

Yes, you can validate SKILL.md edits across different domains. The derailment-driven hardening process applies to draft SKILL.md files in any domain to verify fixes, detect drift, and ensure reliable execution before publishing.

Does skill testing generate external quality assurance reports?▼

No, skill testing via derailment does not generate external quality assurance reports. The deliverable is the updated SKILL.md text itself, with root-cause fixes and hardening applied directly in-place to the source file.

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