Amend Skill

Purpose

Skills degrade over time as targets change, new bypass techniques emerge, and failure patterns accumulate. This skill closes the feedback loop: it reads execution history, identifies what is systematically failing, and proposes a minimal surgical amendment to the skill.

Trigger Conditions

Activate this skill when:

• User says "improve this skill", "fix this skill", "update this skill", "amend this skill"
• User says "why does X keep failing" where X is a skill name
• User says "add this to the skill" after describing a new technique that worked
• observations/<skill-name>/runs.md contains 3 or more entries with outcome: fail

Methodology