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Get Started Free →Scan merged PRs and commits since a given reference, extract titles, labels, types, and signals. Produces structured input for release notes drafting.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -21% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -13% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -38% | 0% |
markdown### PR #1234 — feat(auth): add magic link login (merged 2026-06-08) - Type: feature - Labels: enhancement - Breaking: no - Security: no - Linked: #1220 - Summary (one sentence from PR or commit): Users can now log in via emailed magic links. - Files touched (high level): auth/, emails/
Rules for what to include:
! conventional commit.markdown## Scan Summary - Total items: N - Features: N - Fixes: N - Breaking: N (list them) - Security: N (list them) - Recommended next action for loop: draft-release-notes | human review needed first | too many items — split window
Be precise and cite sources (PR numbers / shas). Do not invent details.
Other measured skills in the registry, with their headline benchmark lift.