Learn Anything

This is a user-invoked Skill. Creating or updating a durable package needs the user's intentional selection; do not invoke another user-invoked Skill on the user's behalf.

Purpose

Use this skill to learn whether arbitrary source material contains a compact, reusable agent method. Extract repeatable operating methods, not passive summaries of what happened.

The source-sufficiency branch produces an internal Method Contract only when the evidence is complete. It must preserve triggers, decisions, commands, constraints, failure modes, verification gates, and output contracts that are likely to recur. It must not use generic defaults to manufacture a production-ready SKILL.md from incomplete material.

Compatible Agents

Write generated skills so they can be adapted by common AI agent hosts, not only one runtime. Expected consumers include: