{"slug":"microsoft-shepherd-driver","source_name":"microsoft/shepherd-driver","name":"Microsoft/Shepherd Driver","description":"Use only as the composed drive-to-merge stage of an APM batch orchestrator (batch-bug-shepherd, apm-issue-autopilot) that has already selected ONE open pull request in microsoft/apm. Do NOT use for user-facing requests to triage issues, sweep a queue, or open PRs -- the parent orchestrator owns those. Spawn one shepherd-driver subagent per PR: it classifies copilot-pull-request-reviewer[bot] inline review, runs the apm-review-panel, folds (by default) every recommendation inside the PR's stated ","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":172.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-10T09:05:18.380549+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":77.3,"without_pass_pct":27.3,"tokens_delta_pct":172.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-10T09:05:18.380549+00:00","run_id":"fbcd1335-dff6-4120-92f9-a68dfd2e32ea","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"c2d97f9758dd16cf7f3e3d419943cb71bb292e849cda179475a4974b6effdfa1","raw_url":"https://app.decimal.ai/s/microsoft-shepherd-driver/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/microsoft-shepherd-driver"}