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evolve

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Improve one existing skill using its actual execution records and feedback. Use when skill use reveals failures, user rework, wasted effort, or a better successful path. Make localized, evidence-backed changes while preserving existing quality.

skills/evolve/SKILL.md

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# Evolve

Improve observed behavior with the smallest sufficient change. Review deletion
first; adopt changes for their demonstrated effect, not their brevity. Keep the
skill's purpose and essential quality requirements. Discuss in the user's language.

## 1. Establish the evidence

Identify one target skill and relevant records from this session or sources the
user provides. Inspect its instructions, linked resources, inputs, actual results,
and user feedback. Confirm that the skill was used and identify the version used;
distinguish differences in model, tools, and input conditions across runs.
Ask only for missing evidence that materially affects the decision. One run can
support a hypothesis, but does not establish a repeatable improvement. Do not