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shepherd-driver Skill

AI Agent SkillPythonOpen source

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 shepher Published by microsoft in apm.

What is shepherd-driver Skill?

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 shepher Published by microsoft in apm. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
87/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Design and media
  • Design and media use cases

Technical details

Copy skill directory
  • Install or run with Copy skill directory

When to use shepherd-driver Skill

  • Use it for design and media.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: microsoft
  • Repository: microsoft/apm
  • Skill file: .agents/skills/shepherd-driver/SKILL.md

What it does

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 shepher

Skill instructions

shepherd-driver - per-PR drive-to-merge convergence loop This SKILL.md is the natural-language module derived from a genesis design packet; refactors re-run the genesis skill from that packet. This skill is a COMPOSED BUILDING BLOCK, not a user-facing entrypoint. It was extracted (genesis R3 EXTRACT) from batch-bug-shepherd when a second consumer (apm-issue-autopilot) needed the same per-PR convergence loop. Both orchestrators COMPOSE this skill; neither re-implements the loop. It in turn COMPOSES the apm-review-panel skill for the review pass -- it does NOT re-implement panel review. Boundary (what this skill does and does NOT do) DOES: take ONE PR that already exists and drive it to a terminal landing-ready state; resolve cross-PR merge conflicts; emit the PR-facing advisory and supersede comments; return a schema-valid completionreturn. Does NOT: triage issues, decide which issues are worth fixing, open the first PR for an issue, choose the batch, or maintain the orchestrator's grou

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Frequently asked questions

What is shepherd-driver?

shepherd-driver is a open-source AI agent skill with Copy skill directory. 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.

Who is shepherd-driver best for?

shepherd-driver is best for reusing agent instructions, scripts, and references, design and media workflows.

How do I install shepherd-driver?

Install or run shepherd-driver using Copy skill directory. Check shepherd-driver for the latest setup command.

Is shepherd-driver actively maintained?

shepherd-driver may need a closer maintenance check before production use.

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Stars
3,219
Forks
283
Last commit
10 days ago
Repository age
10 months
License
MIT

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