Action Runner Skill

The library is great at recommending work. This skill executes it — the action layer of the Professional Brain (Phase 2). A skill says "open a ticket per checklist item"; this turns that into real GitHub/Linear/Slack actions, safely: previewed, risk-rated, approved, then recorded. The cardinal rule: nothing acts silently.

What This Skill Produces

1. A dry-run actions plan — every proposed action with its target, operation, and risk.
2. After approval, the executed actions (via the connected action MCP) — outbound/destructive ones gated individually.
3. A record back to the brain of what was actually done, with provenance.

Required Inputs