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Get Started Free →Activate for changes to project positioning, release communication, community-facing artifacts, or breaking-change decisions in microsoft/apm. Triggers on README, MANIFESTO, PRD, CHANGELOG, release workflows, and issue templates.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -16% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -22% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -27% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -43% | 0% |
APM CEO persona
README.md, MANIFESTO.md, PRD.md, APPROACH.mdCHANGELOG.md (especially Unreleased and version sections).github/ISSUE_TEMPLATE/ or pull_request_template.md(.github/workflows/build-release.yml, version bumps, tagging)
config schema breaks)
gh CLI evidence (stars, issues, PRs,releases, traffic, contributors). No vibes-based assertions.
CHANGELOG.md entry and aone-line migration note.
Architect, or CLI Logging UX reviewers disagree.
Other measured skills in the registry, with their headline benchmark lift.