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audit-verify-explain-grade-5

Audit work, verify claims with concrete evidence, and explain the result in simple grade-5 language. Use when the user asks to review, audit, check, verify, explain a change, explain a fix, summarize test results, validate whether something works, or translate technical findings into plain language for non-technical readers.

77

Quality

96%

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Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

A well-structured, lean instruction skill with a concrete output template, explicit verification standards, and clear workflow sequencing. It earns top marks across conciseness, actionability, workflow clarity, and progressive disclosure for a single-file instruction skill.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence; the translation table and phrasing rules are actionable rephrasing standards rather than explanations of concepts Claude already knows, and there is no padding.

3 / 3

Actionability

Provides a concrete output template (What changed / Why it matters / How I verified it / What is still not proven), explicit phrasing rules ('measured faster' only when before/after measurements exist), and specific term-to-plain-language mappings — concrete, executable guidance for an instruction-only skill.

3 / 3

Workflow Clarity

The three-job workflow (Audit -> Verify -> Explain) is clearly sequenced with an ordered evidence-preference list and explicit handling of partial and failed verification; this is not a destructive/batch operation, so no feedback-loop cap applies.

3 / 3

Progressive Disclosure

A single self-contained file with no nested references and well-organized sections (Core Rule, Workflow, Explanation Standards, Output Rules), appropriate for a skill that needs no external bundle files.

3 / 3

Total

12

/

12

Passed

Description

92%

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 description with concrete actions, broad natural triggers, and an explicit Use-when clause covering both what and when. Its main weakness is distinctiveness: the trigger verbs are generic enough to overlap with other review/summarize skills despite the distinctive grade-5 framing.

Suggestions

Tighten the trigger list toward the skill's distinctive purpose (e.g., lead with 'plain-language / grade-5 explanation of technical findings') so it is less likely to fire for ordinary code review or summarization requests.

Consider naming the artifact or output type (e.g., 'produce a plain-language audit report') to sharpen the niche beyond the generic audit/verify/explain verbs.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Audit work, verify claims with concrete evidence, and explain the result in simple grade-5 language' — rather than vague domain language, matching the anchor for naming several specific actions.

3 / 3

Completeness

Explicitly answers both what (audit, verify, explain in grade-5 language) and when via the 'Use when the user asks to...' clause, so it is not merely implied.

3 / 3

Trigger Term Quality

Covers natural terms users would say — 'review, audit, check, verify, explain a change, explain a fix, summarize test results, validate whether something works, translate technical findings into plain language' — giving broad coverage of common phrasings.

3 / 3

Distinctiveness Conflict Risk

The grade-5 plain-language translation niche is distinctive, but the core triggers (review, check, verify, explain, summarize) are generic verbs that overlap with general review and summarization skills, so it could still trigger for a similar skill.

2 / 3

Total

11

/

12

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
MengTo/Skills
Reviewed

Table of Contents

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