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Use this skill to triage a single newly opened, reopened, or `status/needs-triage`-labelled issue in microsoft/apm. Emit one synthesized comment with a triage decision, label set, milestone, and suggested next action.
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请帮我安装 askskill 上的 "apm-triage-panel" 技能： 1. 下载 https://raw.githubusercontent.com/microsoft/apm/main/.agents/skills/apm-triage-panel/SKILL.md 2. 保存为 ~/.claude/skills/apm-triage-panel/SKILL.md 3. 装好后重载技能，告诉我可以用了
The panel is fixed at 3 mandatory specialist lenses + up to 3 conditional lenses + 1 arbiter lens = up to 6 active persona sections in one triage comment (3 mandatory + 3 conditional). You play each lens in turn from inside a single agent loop (progressive-disclosure skill model -- no sub-agent dispatch). Routing chooses which lenses execute; it never changes which headings appear in the final comment.
This skill mirrors the apm-review-panel orchestration shape on
purpose. Same single-comment discipline, same completeness gate, same
persona-pass procedure -- only the personas, the rubric, and the
output template differ.
| Agent | Persona | Always active? |
|---|---|---|
| DevX UX Expert | User-Need Reviewer | Yes |
| Supply Chain Security Expert | Risk-Surface Reviewer | Yes |
| APM CEO | Triage Arbiter | Yes (always arbitrates) |
| OSS Growth Hacker | Contributor-Tone Reviewer | Conditional (see below) |
| Python Architect | Architecture Reviewer | Conditional (see below) |
| Doc Writer | Documentation Reviewer | Conditional (see below) |
Skipped by default: CLI Logging Expert, Auth Expert. Triage operates
on issue intent, not on diffs -- those personas are invoked downstream
by apm-review-panel once a PR exists.
devx-ux-expert supply-chain-security-expert
\_______________________/
|
| <-- python-architect (conditional; design /
| architecture / new primitive / new schema)
|
| <-- doc-writer (conditional; docs work or
| user-facing change that needs new doc pages)
v
apm-ceo <---- oss-growth-hacker
(final call / arbiter) (conditional; tunes tone
when author is new)
status/needs-design when warranted.Three personas are conditional: OSS Growth Hacker, Python Architect, and Doc Writer. Each follows the same shape: an explicit YES/NO activation rule plus an inactive-reason fallback. Maximum lenses in a single triage = 6 (3 mandatory + 3 conditional).
Activate oss-growth-hacker if either rule below matches.
Fast-path author trigger. Activate the Growth Hacker lens immediately when the issue's author meets ANY of:
author_association is FIRST_TIME_CONTRIBUTOR,
FIRST_TIMER, or NONE against microsoft/apm.microsoft/apm.Fallback self-check. If author signals are ambiguous, answer this before activating the lens:
Would the warmth, framing, or pointer-set in the reply meaningfully
…
Use this skill to run a multi-persona expert advisory review on a labelled pull request in microsoft/apm. The panel fans out to five mandatory specialists plus a test-coverage specialist (active on every PR that touches src/) plus two conditional specialists (auth, doc-writer), all running in their own agent threads, and a CEO synthesizer. The orchestrator is the sole writer to the PR: ONE recommendation comment, no verdict labels, no merge gating. The panel is advisory -- it surfaces findings, prioritizes follow-ups, and renders a ship-recommendation that the maintainer and author weigh. Activate when a non-trivial PR needs a cross-cutting recommendation (architecture, CLI logging, DevX UX, supply-chain security, growth/positioning, optionally auth, docs, and test coverage, with CEO arbitration).
Use this skill to run a four-panel adversarial advisory review on any pull request that touches the OpenAPM specification artifact (docs/src/content/docs/specs/openapm-*.md), its inline / sidecar JSON Schemas (docs/src/content/docs/specs/schemas/*.schema.json), or the conformance fixture seed (tests/fixtures/spec-conformance/**). The panel fans out to four spec-ecosystem reviewers (swagger-openapi-editor, oci-distribution-editor, pkgmgr-registry-contract-editor, w3c-tag-architect), each running in its own agent thread, and a spec-editor synthesizer that produces a fold-now / defer-v0.1.1 / defer-v0.2 / reject list plus a ship decision keyed off a 1..10 shocked_meter scale. The orchestrator is the sole writer to the PR: ONE consolidated comment, no verdict labels, no merge gating. The panel is advisory -- it surfaces findings, prioritizes folds, and renders a ship recommendation that the maintainer weighs.
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.
Activate when code touches token management, credential resolution, git auth flows, GITHUB_APM_PAT, ADO_APM_PAT, AuthResolver, HostInfo, AuthContext, or any remote host authentication -- even if 'auth' isn't mentioned explicitly.
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 open a fix PR (TDD + mutation-break gate) for greenfield bugs. Drive every PR -- community in-flight and own fix alike -- to mergeable by composing the shepherd-driver skill: one driver per PR runs the review panel, folds non-blocking recommendations, pushes (preserving author), and watches CI to green. Re-probe mergeability and resolve conflicts via shepherd-driver. Maintain a plan.md ground-truth table as canonical state. Activate when the maintainer asks to triage issues, sweep the bug queue, shepherd bug-flagged issues, run a weekly community sweep, or drive in-flight community PRs to merge -- even if "shepherd" or "batch" is not named.
Use this skill to drive any open microsoft/apm issue (bug, feature, docs, refactor, perf) from raw intake to a mergeable PR with triage as the central, paramount gate. Run the apm-triage-panel rubric per issue first, then present ONE consolidated triage review for the whole batch and escalate to the maintainer BY DEFAULT on any doubt (needs-design, decline, duplicate, defer, auto-handle, breaking- change, auth/security/governance surface, low arbiter confidence, unbounded scope, or a missing brief); only auto-implement clear, bounded, high-confidence accepts the maintainer approved. Then drive each accepted PR to mergeability batch-bug- shepherd style via the shepherd-driver loop: fold copilot + panel follow-ups by default, watch CI green, iterate under a bounded cap. Invoke MANUALLY, in-session, on an issue list or queue -- never by label or event. Activate when the maintainer asks to auto-tackle the issue queue, clear the backlog to PRs, or run issues to merge -- even if "autopilot" is not named.