Fix Receipts — state the goal and its probes, get a verified receipt

Comparison

attune fix /fix-test skill attune workflow run
Surface CLI Claude Code conversation CLI
You supply goal + probes + scope a failing test workflow name + inputs
Verification probes run by the CLI, independently the skill re-runs the test as it iterates whatever the workflow reports
Best for a known outcome you want verified a failure you want diagnosed direct access to a specific workflow

attune workflow run is unchanged and remains the expert path. Outcome-first does not mean the internal machinery disappears — it means you should not need it.