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media-asset-management

Plan and run a media pipeline for images, video, and downloadable assets. Use this skill when designing image storage and delivery, choosing formats (WebP, AVIF), setting up responsive images, picking a video host, organizing a brand asset library, or auditing a slow image pipeline. Triggers on image pipeline, asset library, DAM, image optimization, WebP, AVIF, responsive images, video hosting, image CDN, asset workflow, media management. Also triggers when images are slow, broken, or scattered across systems.

Quality

95%

Does it follow best practices?

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Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

93%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 well-engineered skill body: a 4-stage framework and 8-step workflow with concrete targets, named tools, copy-paste HTML, and failure patterns with fixes, plus a clearly signaled reference file. The only improvements are removing the duplication between the inline HTML examples and the reference file, and adding an explicit mid-workflow validation checkpoint.

Suggestions

Replace the inline <img>/<picture> code blocks with a one-line pointer to references/responsive-image-patterns.md (or keep only one inline example) to remove duplication and trim tokens.

Add an explicit validation checkpoint between pipeline selection and standards definition, e.g. "verify the audit numbers justify the chosen pattern before documenting standards," to close the minor workflow-validation gap.

DimensionReasoningScore

Conciseness

The body is dense and opinionated with almost no explanation of concepts Claude already knows, but the inline <img>/<picture> snippets duplicate patterns in references/responsive-image-patterns.md and the format table restates some generally known format traits — minor over-explanation that could be trimmed, matching anchor 4 rather than the some-unnecessary-explanation anchor 3.

4 / 5

Actionability

Guidance is fully executable: copy-paste-ready HTML with concrete srcset/sizes values, explicit targets ("under 500KB total for marketing pages", widths "320, 640, 960, 1280, 1920, 2560"), named tools (Lighthouse, WebPageTest, Cloudinary, imgix, Cloudflare Images), and failure patterns each paired with a fix — covering the common cases per the top anchor.

5 / 5

Workflow Clarity

The 8-step workflow (Inventory → Audit → Pick pipeline → Standards → Workflows → Asset library → Monitor → Document) is clearly sequenced with most checkpoints present (audit-before-choice, monitoring with 404 alerts, the no-fabrication data-availability rule), but there is no explicit verify-then-proceed validation loop mid-workflow — anchor 4's "minor validation gaps" rather than anchor 5's explicit feedback loops.

4 / 5

Progressive Disclosure

A single one-level-deep reference (references/responsive-image-patterns.md, verified to exist and be substantive) is clearly signaled with a link and a description of its contents, and the extended HTML pattern catalog is appropriately split out of the well-sectioned overview — matching the top anchor.

5 / 5

Total

18

/

20

Passed

Description

96%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 description: it explicitly states what the skill does and when to use it, with concrete actions and comprehensive natural trigger terms including synonyms and symptom phrasing. The only weakness is minor overlap risk with a performance-optimization skill via the "image optimization" and slow-images triggers.

Suggestions

Qualify the overlapping triggers, e.g. "image optimization within a media pipeline" or route symptom triggers like "images are slow" explicitly toward pipeline auditing rather than general performance work, to reduce conflict with a performance-optimization skill.

Trim the redundant "Triggers on…" keyword list, which largely restates the "Use this skill when…" clause — merging them would cut length without losing coverage.

DimensionReasoningScore

Specificity

The description lists six-plus concrete actions spanning the full pipeline lifecycle ("designing image storage and delivery, choosing formats (WebP, AVIF), setting up responsive images, picking a video host, organizing a brand asset library, or auditing a slow image pipeline"), matching the comprehensive-coverage anchor rather than the minor-gaps anchor below it.

5 / 5

Completeness

Both parts are explicit: the what ("Plan and run a media pipeline for images, video, and downloadable assets") and the when ("Use this skill when designing image storage and delivery… or auditing a slow image pipeline") with concrete trigger phrases, exactly matching the top anchor.

5 / 5

Trigger Term Quality

Triggers cover natural terms users would say — "image pipeline, asset library, DAM, image optimization, WebP, AVIF, responsive images, video hosting, image CDN, asset workflow, media management" — including the practitioner acronym DAM and symptom phrasing ("images are slow, broken, or scattered across systems"), so coverage is comprehensive rather than missing only a few terms.

5 / 5

Distinctiveness Conflict Risk

The niche is distinct (WebP, AVIF, image CDN, DAM clearly identify this skill), but "image optimization" and "images are slow" overlap with a general performance-optimization skill, giving minor conflict risk — anchor 4 rather than 5's minimal-conflict bar.

4 / 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

rampstackco/claude-skills

Path

skills/media-asset-management/SKILL.md

Reviewed

Table of Contents

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