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audit

Audit or critique a product flow, journey, workflow, funnel, onboarding path, checkout path, settings path, screen, or multi-step product experience by capturing screenshots first, then reporting UX, design, and accessibility findings inline from that evidence. Use Figma only when the user explicitly asks for a board. Use when the user asks to audit, review, critique, inspect, assess, analyze, evaluate, or give feedback on a product experience.

74

Quality

92%

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SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

A well-structured, actionable audit workflow with explicit validation checkpoints and a clean one-level-deep reference. The main weakness is redundancy: screenshot-acceptance and Figma-placement rules are repeated across multiple sections and could be consolidated.

Suggestions

Consolidate the screenshot acceptance/rejection rules into one place and reference it from the per-step list and Acceptance checks, instead of restating the criteria three times.

Merge the "Figma rules" block with the later "If the user explicitly requested Figma" placement detail to remove the duplicated placement guidance.

Verify the sibling-skill links (../index/SKILL.md, ../user-context/SKILL.md, ../../references/critical-overrides.md), which do not resolve in this bundle, to avoid dead navigation paths.

DimensionReasoningScore

Conciseness

The body is mostly lean and imperative with no concept-explaining fluff, but screenshot acceptance/rejection guidance is restated in three places ("Screenshot source rule", "For every step" items 4–6/11, and "Acceptance checks") and Figma placement rules appear twice, so it could be tightened. Not a 3 because of this redundancy; not a 1 because it does not explain things Claude already knows and stays direct.

2 / 3

Actionability

Gives concrete executable guidance: specific Figma layout values ("200px between each one", "new row every 15 screenshots", "separate those rows by 600px"), a concrete naming convention ("01-start.png"), and a 13-step numbered capture/audit procedure. Not a 2 because, for an instruction-only skill, the guidance is specific and copy-ready rather than abstract.

3 / 3

Workflow Clarity

The multi-step process is clearly sequenced (Route steps, the numbered "Capture And Audit The Flow") with explicit validation checkpoints ("Inspect the screenshot before accepting it", "Reject the screenshot if it is blank, loading, cropped..."), a reject-and-recapture feedback loop, and an "Acceptance checks" checklist. Not a 2 because validation and error-recovery loops are explicit, not merely implied.

3 / 3

Progressive Disclosure

SKILL.md is an overview that offloads detail to a one-level-deep, well-signaled reference ([references/design-audit-framework.md], a real file), and the body is organized into clear named sections. Not a 2 because the split is appropriate and navigation is easy rather than a monolithic wall or nested references.

3 / 3

Total

11

/

12

Passed

Description

100%

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 across all dimensions: concrete actions, broad natural trigger coverage, explicit what-and-when guidance, and a distinctive niche. Voice is third-person/imperative with no penalizing pronouns.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "capturing screenshots first, then reporting UX, design, and accessibility findings inline from that evidence" — matching the top anchor of several specific concrete actions. It is not a 2 because it goes beyond naming a domain to enumerating distinct verifiable actions, and third-person/imperative voice ("Audit or critique...") incurs no pronoun penalty.

3 / 3

Completeness

Explicitly answers both "what" (audit/critique a product experience by capturing screenshots then reporting UX, design, and accessibility findings inline) and "when" ("Use when the user asks to audit, review, critique..."). Not a 2 because the "Use when..." trigger clause is present and explicit rather than implied.

3 / 3

Trigger Term Quality

The clause "Use when the user asks to audit, review, critique, inspect, assess, analyze, evaluate, or give feedback on a product experience" gives broad coverage of natural terms a user would actually say. Not a 2 because it lists many common phrasings rather than a single keyword with missing variations.

3 / 3

Distinctiveness Conflict Risk

It carves a clear niche — screenshot-driven UX/design/accessibility auditing of product flows — with distinct trigger verbs unlikely to fire for unrelated skills. Not a 2 because the combination of screenshot capture plus inline UX/accessibility reporting is specific rather than a broad document/file-handling overlap.

3 / 3

Total

12

/

12

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: 4 suspicious

Warning

Total

15

/

16

Passed

Repository
XiaomiMiMo/MiMo-Code
Reviewed

Table of Contents

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