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microsoft
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apm-triage-panel

Orchestrate multi-lens evaluation to generate a ready-to-post triage comment for microsoft/apm issues.

3.5k|319|Updated Sep 18, 2025
Search Tags:#automation#triage#issue-management#panel#apm#comment-generation
One-click install
npx skills add https://github.com/microsoft/apm --skill apm-triage-panel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: apm-triage-panel
Source: https://github.com/microsoft/apm/tree/main/.apm/skills/apm-triage-panel
Command: npx skills add https://github.com/microsoft/apm --skill apm-triage-panel

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

Triage issues in microsoft/apm by orchestrating a multi-lens evaluation to produce a single, ready-to-post triage comment.

Core Features & Use Cases

  • Fixed three mandatory specialist lenses plus up to three conditional lenses and one arbiter, all executed in a single agent loop to determine the triage outcome and a concrete next action.
  • Routes issue findings through a deterministic panel workflow that mirrors the apm-review-panel's discipline, but with tailored personas, rubrics, and output.
  • Emits a complete label set, milestone guidance, and a clear suggested next action for the author.

Quick Start

Triage a single issue by running this skill to produce a final triage comment ready for posting.

Frequently Asked Questions about apm-triage-panel

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate issue triage for newly opened APM issues?▼

To automate issue triage, this skill orchestrates a multi-lens evaluation to produce a ready-to-post triage comment. It applies to newly opened, reopened, or needs-triage-labeled issues, generating milestone labels and next actions.

What is a multi-lens panel workflow for issue management?▼

A multi-lens panel workflow evaluates issues through mandatory and conditional specialist lenses plus an arbiter in a single agent loop. This deterministic path produces a final triage outcome, complete label set, and clear suggested next action.

How do I generate triage comments with milestone guidance automatically?▼

You generate triage comments by running this skill on a single issue. It emits a complete label set, labeled milestone guidance, and a concrete next action for the author as part of the final commentary.

Does this triage panel work with reopened issues?▼

Yes, this triage panel works with reopened issues. It actively applies to newly opened, reopened, or status and needs-triage-labeled issues, routing them through a deterministic panel workflow to produce triage commentary.

What's the best way to triage issues in the microsoft/apm repository?▼

The best way to triage issues in microsoft/apm is using this one-agent triage panel. It mirrors the apm-review-panel's discipline with tailored personas and rubrics to generate a ready-to-post triage comment.

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