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diagnose-benchmark-failure

Use when a judged benchmark or acceptance scenario fails and you need the cause before editing. Reads the judge's rendering, the raw transcript, the primitive the agent saw and the scenario, then reports a classified diagnosis without fixing.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

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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.

Highly actionable and well-sequenced diagnostic skill with strong validation checkpoints, held back only by a monolithic single-file layout that inlines a large taxonomy and template instead of splitting them into referenced files.

Suggestions

Move the failure-mode taxonomy into a separate referenced file (e.g. references/failure-modes.md) and keep only a short index in SKILL.md, so the body stays an overview with one-level-deep navigation.

Consider extracting the output template into references/report-template.md and linking to it from the final step.

Tighten the 'Why this skill exists' preamble and rule rationale to reduce motivation prose that assumes context the operator already has.

DimensionReasoningScore

Conciseness

Mostly lean and load-bearing (taxonomy, exact jq and resume commands), but the 'Why this skill exists' preamble and some rule rationale could be trimmed without losing clarity.

4 / 5

Actionability

Fully executable guidance: copy-paste jq histogram commands for both codex and claude transcript formats, exact codex/claude resume commands, and concrete artefact paths cover the common cases.

5 / 5

Workflow Clarity

Nine clearly sequenced steps with explicit validation checkpoints (fail-closed on missing kind, cross-checking histogram vs claims, re-deriving the verdict, interview gate) and a fill-in output template acting as a checklist.

5 / 5

Progressive Disclosure

A single ~330-line file with clear section headers but no external references or bundle files; the failure-mode taxonomy (~90 lines) and output template are inlined where they could be split into one-level-deep reference files.

3 / 5

Total

17

/

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 strong, complete description that explicitly states both capability and trigger with a distinctive niche. It could broaden trigger synonyms and vary its action verbs to push specificity higher.

DimensionReasoningScore

Specificity

Lists several concrete actions ('Reads the judge's rendering, the raw transcript, the primitive the agent saw and the scenario, then reports a classified diagnosis'), but relies on only two generic verbs (reads, reports) so coverage is not fully comprehensive.

4 / 5

Completeness

Clearly answers both what ('Reads the judge's rendering, the raw transcript... reports a classified diagnosis without fixing') and when ('Use when a judged benchmark or acceptance scenario fails and you need the cause before editing') with a concrete trigger phrase.

5 / 5

Trigger Term Quality

Explicit trigger phrasing with relevant terms ('judged benchmark or acceptance scenario fails', 'need the cause before editing') that the target user would naturally say, though niche and missing common synonyms like 'test/CI/run failed'.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche — diagnosing judged benchmark/acceptance-scenario failures and producing a report-only diagnosis — with distinct triggers and minimal overlap 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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
korchasa/flowai-plugins
Reviewed

Table of Contents

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