Learn

Start Cindy's managed Learn flow. Cindy gathers relevant evidence, creates the Skill in a separate task, and presents a diff for review before saving anything to the user's Skills directory.

Do not create or edit Skill files directly as a substitute for this flow.

Parse the invocation text after /learn (or Pi's /skill:learn runtime alias) and call cindy_helper → call_tool once with name: "start_skill_learning":

• With no text, pass source_kind: "session" and input: "".
• For hub:<slug> [instructions], pass source_kind: "hub", hub_slug: <slug>, hub_catalog_scope: "market", and the remaining text as input.
• For hub:<market|team>:<slug> [instructions], use the stated hub_catalog_scope.
• Otherwise pass source_kind: "freetext" and the full remaining text as input.

Do not pass a task ID, working directory, or output path. Cindy binds the current task and owns staging, review, and installation.

After a successful call, briefly tell the user that Learn started and that progress and review will appear in Cindy. Do not poll or call the tool again. If the helper or tool is unavailable, say that this Skill requires Cindy's Learn host; do not bypass its review flow by writing Skill files directly.