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triage

Bulk-triage unresolved Jira bugs with AI-driven recommendations and an interactive HTML report. Scan also loads recently resolved bugs for regression matching in analyze. Use when triaging a project backlog, prioritizing bug fixes, identifying candidates for automated fixing, or reviewing stale issues. For one bug in depth (no artifacts), use /assess. Activated by commands: /run, /start, /scan, /analyze, /report, and /assess.

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

71%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.

The body is an admirably lean router with an explicit failure policy and clear dispatch logic, but it delegates all substance to skills/*.md and guidelines.md files that are missing from the bundle, leaving the instructions unactionable as shipped. The existing scripts/ files are also never referenced, so bundle navigation is broken despite the good structural design.

Suggestions

Ship the referenced `skills/{phase}.md` files and `guidelines.md` in the bundle (or inline their key routing details into SKILL.md) so every dispatch instruction resolves to a real file.

Reference the existing `scripts/` files (e.g., `scripts/scan.py`, `scripts/render_report.py`) from SKILL.md or the phase files so the bundle's implementation is discoverable.

State per-phase success criteria (e.g., what a completed scan looks like before advancing to analyze) to make the stop-on-failure checkpoint concrete rather than generic.

DimensionReasoningScore

Conciseness

The ~25-line body is pure routing logic, a failure policy ("If a step fails or produces unexpected output, stop and report the error to the user"), and one pointer to guidelines — zero padding and no explanations of concepts Claude already knows. Every token earns its place; matches anchor 5.

5 / 5

Actionability

The routing guidance itself is concrete ("read `skills/run.md` and follow it", "start with `skills/start.md` to validate access and create the workspace") and covers every invocation pattern, but every referenced target (`skills/*.md`, `guidelines.md`) is absent from the actual bundle, so the instructions cannot be executed as shipped. Matches anchor 3 (concrete but incomplete, missing key resources) rather than 4, where guidance would be executable with only minor gaps.

3 / 5

Workflow Clarity

A clear numbered decision sequence covers command invocations, project-key-without-command, and no-input cases, with an explicit stop-on-failure checkpoint ("Do not advance to the next phase. Offer to retry the failed step or escalate") — satisfying the batch-operation validation requirement. Not 5: per-phase ordering and success criteria are delegated to sub-files rather than stated; not 3: a validation checkpoint and error-recovery options are explicitly present.

4 / 5

Progressive Disclosure

The reference design is good — one level deep, clearly signaled ("see `guidelines.md`", `skills/{phase}.md`) — but scored against the actual bundle: none of the referenced files exist, and the present `scripts/` files (e.g., `scripts/scan.py`, `scripts/render_report.py`) are never referenced from the body. Navigation as shipped is broken, dropping it below anchor 4's 'minor organization gaps' to 3.

3 / 5

Total

15

/

20

Passed

Description

95%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.

The description is strong: it states concrete capabilities in third person, provides an explicit 'Use when' clause with natural trigger phrases, and cleanly bounds scope against /assess. Only minor coverage gaps around per-phase behavior keep specificity from top marks.

DimensionReasoningScore

Specificity

Quotes: "Bulk-triage unresolved Jira bugs", "AI-driven recommendations and an interactive HTML report", "loads recently resolved bugs for regression matching in analyze" — several specific concrete actions are named. Not 5: "AI-driven recommendations" is mildly generic and the per-command phase behaviors (/start, /report) are only enumerated, not described, leaving minor coverage gaps; not 3: well beyond 1-2 actions.

4 / 5

Completeness

Explicit what: "Bulk-triage unresolved Jira bugs with AI-driven recommendations and an interactive HTML report"; explicit when: "Use when triaging a project backlog, prioritizing bug fixes...", plus a scope boundary ("For one bug in depth (no artifacts), use /assess") and activation commands. Clearly matches the anchor-5 example's what+when-with-concrete-triggers structure.

5 / 5

Trigger Term Quality

Quotes: "triaging a project backlog", "prioritizing bug fixes", "identifying candidates for automated fixing", "reviewing stale issues" — natural phrases a user would actually say, with synonyms (backlog, prioritize, stale) spanning the domain. Not 4: coverage includes natural variations across the whole use-case space, not just a few keywords with some missing.

5 / 5

Distinctiveness Conflict Risk

Clear niche (Jira bug bulk triage) with distinct triggers, and it explicitly disambiguates the neighboring single-issue use case ("For one bug in depth (no artifacts), use /assess") and lists its own activation commands. Minimal conflict risk; third-person voice throughout, so no voice penalty applies.

5 / 5

Total

19

/

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

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

flightctl/ai-workflows

Path

triage/SKILL.md

Reviewed

Table of Contents

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