skill-prospectorlisted

# Skill Prospector ## Purpose Mine the user's chat history for task shapes that recur often enough to justify packaging as Claude skills. A task shape is a repeatable input→output transformation — "session notes → build prompt", "product batch → marketplace listing", "raw CSV → formatted table" — not a topic. The run produces a scored backlog of skill candidates, deduped against everything already installed, plus upload-ready frontmatter drafts for the top five. This skill reads history and reports. It writes no files, writes no memory, and installs nothing. ## Triggers Run this workflow when the user says any of: - `run skill prospector` - `what skills should I build` - `skill backlog` - `find skill candidates` or otherwise asks which recurring chores in their chat history deserve automation. ## Preconditions - Past-chats tools available: `conversation_search` and `recent_chats`. If either is missing, say so and stop — there is no other qualifying evidence source. - `view` access to `/mnt/skills` for the dedupe pass. - History scope matches intent. Inside a Project only that Project's chats are searchable; outside, only non-Project chats. State the active scope in the report. - Recurrence window defaults to 30 days; the user may override before the run starts. ## Generic probes Fixed list. Run one `conversation_search` per probe, verbatim. `conversation_search` is a literal keyword match, so short literal task phrases outperform clever queries — do not elaborate o