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batch-bug-shepherd Skill

AI Agent SkillPythonOpen source

Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue. Fan out one triage subagent per issue (LEGIT / UNCLEAR / FIXED-AT-HEAD), gate every legit bug against PRINCIPLES.md via an apm-ceo strategic-alignment pass, cross-reference legit issues against open PRs, then o Published by microsoft in apm.

Decision snapshot

Is this a fit?

Best for

Developers using apm, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

2 months ago · MIT license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is batch-bug-shepherd Skill?

Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue. Fan out one triage subagent per issue (LEGIT / UNCLEAR / FIXED-AT-HEAD), gate every legit bug against PRINCIPLES.md via an apm-ceo strategic-alignment pass, cross-reference legit issues against open PRs, then o 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. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Developers using apm

Declared skill metadata

  • Source file: packages/batch-bug-shepherd/.apm/skills/batch-bug-shepherd/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use batch-bug-shepherd Skill

  • Use it for developers using apm.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: microsoft
  • Repository: microsoft/apm
  • Skill file: packages/batch-bug-shepherd/.apm/skills/batch-bug-shepherd/SKILL.md

What it does

Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue. Fan out one triage subagent per issue (LEGIT / UNCLEAR / FIXED-AT-HEAD), gate every legit bug against PRINCIPLES.md via an apm-ceo strategic-alignment pass, cross-reference legit issues against open PRs, then o

Skill instructions

batch-bug-shepherd - Outer-loop bug-queue orchestrator This skill is an A10 ORCHESTRATOR-SAGA over fan-out waves (triage, strategic-alignment, PR-cross-reference, fix, drive-to-merge, conflict-resolution) with a persisted ground-truth table between phases. It COMPOSES the shepherd-driver skill as the per-PR drive-to-merge engine -- it does NOT re-implement the review + fold + push + CI loop. shepherd-driver transitively COMPOSES apm-review-panel; this skill inherits that edge and never reaches into panel internals directly. It also COMPOSES the apm-ceo persona (host-repo agent at .apm/agents/apm-ceo.agent.md) for the strategic-alignment gate, which checks every LEGIT bug against PRINCIPLES.md before allowing fix / drive work to proceed. Per-PR shepherding is delegated to shepherd-driver; per-issue verification, strategic alignment, PR-in-flight branching, greenfield fix dispatch, post-wave mergeability re-probe, and the cross-session table are owned here. The skill is ADVISORY at the p

Verified compatibility and discovery

Frequently asked questions

What is batch-bug-shepherd?

batch-bug-shepherd is a open-source AI agent skill with Copy skill directory. Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue.

Who is batch-bug-shepherd best for?

batch-bug-shepherd is best for reusing agent instructions, scripts, and references.

How do I install batch-bug-shepherd?

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

Is batch-bug-shepherd actively maintained?

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

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Stars
3,219
Forks
283
Last commit
2 months ago
Last verified
Aug 25, 2026
Metadata fetched
Aug 25, 2026
Repository age
1 year
License
MIT

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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