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cli-hub-matrix-image-design

Capability-based multi-tool matrix for image and graphic design: AI generation, raster/vector editing, UI mockups, diagrams, upscaling, photo library, and publishing.

63

Quality

75%

Does it follow best practices?

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SecuritybySnyk

Passed

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Fix and improve this skill with Tessl

tessl review fix ./cli-hub-matrix/image-design/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

76%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 highly actionable and well-structured as a capability matrix, but its batch/destructive recipes lack explicit validation checkpoints, capping workflow clarity.

Suggestions

Add explicit validation checkpoints inside batch/destructive recipes (e.g., verify developed output / color profile before library ingest; confirm rasterized export before batch publish).

Trim the meta-contextual intro ('Scenario S5. Deepest creation coverage after S2...') that does not drive execution.

Consider moving the large provider tables into a referenced matrix file to reduce inline weight, keeping only headline providers in SKILL.md.

DimensionReasoningScore

Conciseness

Dense, table-driven provider matrices and concrete command blocks keep token use efficient, with only minor meta-prose (e.g., 'Deepest creation coverage after S2') that could be trimmed.

4 / 5

Actionability

Copy-paste-ready commands (install, preflight --json, Python importlib probes), provider tables with Requires/Cost/Quality columns, and a fill-in suggest-to-user template give fully executable guidance.

5 / 5

Workflow Clarity

Recipes list sequences ('RAW ingest → develop → edit → library → publish') and preflight acts as a precheck, but batch/destructive operations lack explicit validate-then-proceed checkpoints, capping workflow_clarity at 3.

3 / 5

Progressive Disclosure

Clear section headers (Install, Preflight, Capabilities, Recipes, Known gaps, Agent guidance) with two well-signaled one-level references to docs/cli-matrix/* give good structure, though the large provider tables are fully inlined.

4 / 5

Total

16

/

20

Passed

Description

75%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 specific and distinctive, listing concrete image/graphic-design capabilities, but it omits any explicit 'when to use' trigger clause, which limits its completeness.

Suggestions

Append an explicit 'Use when...' clause, e.g. 'Use when the user needs to generate, edit, mock up, or publish images and graphics.'

Add natural synonyms and file extensions users would say (e.g., 'PNG/SVG editing', 'photo retouching', 'logos and icons') to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

Enumerates concrete capabilities — 'AI generation, raster/vector editing, UI mockups, diagrams, upscaling, photo library, and publishing' — giving comprehensive, specific coverage rather than vague abstractions.

5 / 5

Completeness

It clearly states the 'what' (a multi-tool capability matrix with listed actions) but provides no explicit 'when/Use when' trigger guidance, which caps completeness at 3 per the rubric.

3 / 5

Trigger Term Quality

Natural terms like 'image and graphic design', 'AI generation', 'UI mockups', 'diagrams', and 'upscaling' are present, but it lacks synonyms/file extensions (e.g., .png, .svg, 'image editing') that a user might naturally say.

4 / 5

Distinctiveness Conflict Risk

'Capability-based multi-tool matrix for image and graphic design' carves a clear niche with distinct triggers and minimal overlap risk against other skills.

5 / 5

Total

17

/

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

relative_links

Relative link issues: 2 suspicious

Warning

Total

15

/

16

Passed

Repository
HKUDS/CLI-Anything
Reviewed

Table of Contents

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