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apm-triage-panel

Use this skill to triage one microsoft/apm issue selected by the daily sweep, the `status/needs-triage` fast path, or manual dispatch. Emit one synthesized comment with a decision, label set, exact milestone, and suggested next action.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

85%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A highly actionable, well-sequenced orchestration skill with strong validation gates and clean progressive disclosure through on-demand persona and template references. Its main weakness is verbosity from restating the same invariants across multiple sections.

Suggestions

Consolidate the single-emission, ASCII-only, and no-sub-agent rules into one authoritative 'Output contract' or 'Anti-patterns' section and reference it elsewhere instead of restating it.

The conditional-panelist YES/NO routing rules and the fast-path triggers are spelled out both in the per-persona sections and restated in the Anti-patterns wildcard-heuristics block; define each rule once and cross-reference.

The 'Notes' section repeats the progressive-disclosure / no-sub-agent / load-persona-on-demand guidance already covered in 'Output contract' and 'Persona pass procedure'; fold the unique points into those sections and drop the rest.

DimensionReasoningScore

Conciseness

Mostly efficient and free of concepts Claude already knows, but several invariants are restated across sections (single-emission, ASCII-only, no sub-agents, roster agreement, conditional rules in two forms), adding padding that could be tightened.

3 / 5

Actionability

Fully executable guidance -- a numbered 9-step execution checklist, an exact persona-pass procedure, a complete label taxonomy, the exact-match milestone rule with a null fallback, and anti-patterns with concrete thresholds (e.g. 'Do not exceed 6 labels').

5 / 5

Workflow Clarity

A clearly sequenced 9-step procedure with explicit validation checkpoints -- a pre-arbitration completeness gate with a redo loop, duplicate-link verification, and a render-verification gate before the single output emission.

5 / 5

Progressive Disclosure

A clear overview that points one level deep to on-demand persona .agent.md files and assets/triage-template.md (verified present), each clearly signaled and loaded only at the appropriate step.

5 / 5

Total

18

/

20

Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A tightly scoped, well-written description that clearly answers both what and when with concrete outputs and natural trigger terms tied to a specific repo and label taxonomy. Minor specificity gap from the broad word 'decision' keeps it just short of perfect.

DimensionReasoningScore

Specificity

Names concrete actions -- 'triage', 'Emit one synthesized comment with a decision, label set, exact milestone, and suggested next action' -- listing several specific outputs, though 'decision' is somewhat broad so it is not a fully comprehensive 5.

4 / 5

Completeness

Explicitly answers both what ('Emit one synthesized comment with a decision, label set, exact milestone, and suggested next action') and when ('Use this skill to triage one microsoft/apm issue selected by the daily sweep, the status/needs-triage fast path, or manual dispatch').

5 / 5

Trigger Term Quality

Natural domain phrases a user would say -- 'triage one microsoft/apm issue', 'daily sweep', 'status/needs-triage fast path', 'manual dispatch' -- give good keyword coverage with a few synonyms missing.

4 / 5

Distinctiveness Conflict Risk

A clearly bounded niche -- triaging microsoft/apm issues with specific named label/status triggers -- leaves minimal conflict risk with other skills.

5 / 5

Total

18

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 6 suspicious

Warning

Total

15

/

16

Passed

Repository
microsoft/apm
Reviewed

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