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SkillPublic

triage

Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

90%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 dense, highly operational skill body: executable gh commands with a blocked-environment fallback, a clear scope-to-verification-to-presentation sequence with explicit gates, and lean prose that assumes competence. The only weaknesses are structural polish — no section headers and hard-coded relative paths to project docs.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence throughout — it never explains what FastMCP, GitHub, or issue triage are, and every sentence carries operational guidance ("Use a bounded inventory internally; report truncation if it affects coverage", "Automated dashboard churn is not itself useful work"). This matches anchor 5 (every token earns its place); even the corrective asides preempt a likely default mistake rather than pad.

5 / 5

Actionability

Three copy-paste-ready gh commands cover the core workflow (release lookup, issue inventory, PR-to-issue linkage), with a concrete fallback (gh api "repos/PrefectHQ/fastmcp/pulls?state=all&per_page=100&page=N") for blocked environments. This matches anchor 5 (fully executable commands covering the common cases), not anchor 4, since even the degraded path is spelled out.

5 / 5

Workflow Clarity

A clear sequence is present — read policy/AGENTS.md, honor scope, inventory, link candidates to PRs, apply triage-and-merge decisions before ranking, verify, present the strongest pick, then hand off — with explicit verification checkpoints ("verify the claimed contract and enough evidence to explain the cause", "check for a revert first"). It falls short of anchor 5 because there is no explicit error-recovery loop or checklist; not anchor 3 since the checkpoints (pre-ranking gate, candidate verification) are explicit, and the read-only workflow avoids the destructive/batch cap.

4 / 5

Progressive Disclosure

The skill is under 50 lines with nothing inlined that belongs in a separate file, and its references (the development guide, fix-issue, review-issue) are one level deep and clearly signaled. Minor organization gaps keep it at anchor 4 rather than 5: no section headers beyond the H1, and fragile repo-relative paths (../../../docs/development/contributing.mdx) that resolve outside the skill bundle.

4 / 5

Total

18

/

20

Passed

Description

66%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 specific, project-scoped description that names concrete actions and deliverables, weakened by the absence of any explicit "Use when…" trigger guidance. It also omits the most natural trigger term, "triage", which users would likely say when they need this skill.

Suggestions

Add an explicit trigger clause, e.g., "Use when triaging the FastMCP issue backlog, picking work during a release window, or asking what to work on next in PrefectHQ/fastmcp."

Include the natural term "triage" (and synonyms like "issue tracker" or "backlog grooming") in the description so the skill matches how users actually phrase the request.

DimensionReasoningScore

Specificity

Lists three concrete actions ("Find worthwhile FastMCP issues…", "verify promising candidates", "present concrete picks with existing PR links") with scope modes ("backlog or release window"). It falls short of anchor 5 only because "verify promising candidates" leaves the verification method unspecified, and it exceeds anchor 3's 1-2 action coverage.

4 / 5

Completeness

The "what" is clear (find, verify, and present issues with PR links), but there is no "Use when…" clause or equivalent explicit trigger guidance — "in a backlog or release window" describes the scope of the search, not when to invoke the skill. Per the judging guidelines, a missing explicit trigger caps completeness at 3.

3 / 5

Trigger Term Quality

Good natural-keyword coverage ("issues to work on", "backlog", "release window", "PR links") but a few natural terms are missing — notably "triage" (the skill's own name), "issue tracker", and "backlog grooming". This matches anchor 4 (good coverage, a few natural terms missing) rather than anchor 3, since the present terms are the ones a user would actually say.

4 / 5

Distinctiveness Conflict Risk

The project-specific "FastMCP" framing creates a clear niche with minimal conflict against generic skills, but there is minor overlap risk with closely related sibling skills (e.g., review-issue, which also involves verifying contributions). Anchor 4 (mostly distinct, minor overlap with closely related skills) is the best fit; the distinct project name keeps it above anchor 3.

4 / 5

Total

15

/

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 4 suspicious

Warning

Total

15

/

16

Passed

Repository

PrefectHQ/fastmcp

Path

.agents/skills/triage/SKILL.md

Reviewed

Table of Contents

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