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muapi-chibi-collage-effect

Turn a real lifestyle photo into a polished "chibi clone sticker diary" image — the original person stays photorealistic, surrounded by 5–8 kawaii chibi mini-clones, scrapbook doodles, and handwritten-style captions that match the scene.

60

Quality

71%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./library/visual/chibi-collage-effect/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

80%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 content is well-structured, executable, and appropriate for a single-purpose image-generation skill: concrete CLI invocation, a complete prompt, and clean sectioning with no unnecessary nesting. The main gap is the absence of an explicit generate/verify/retry feedback loop.

Suggestions

Add a brief validation/retry checkpoint after image generation (e.g. check the returned image for obvious failures and re-run with adjusted prompt params if needed) to push workflow clarity toward 5.

Tighten or hoist the large inline prompt into a collapsible-style block so the overview stays scannable, improving token efficiency.

DimensionReasoningScore

Conciseness

The body is well-organized and assumes Claude's competence (direct CLI params, minimal preamble); the long inline image-generation prompt is necessary content rather than padding, though a few framing sentences could still be trimmed.

4 / 5

Actionability

Provides the concrete `muapi image edit` invocation with specific parameters (model id, size, format, quality, moderation) and a full copy-paste prompt, with only minor gaps around exact CLI argument syntax.

4 / 5

Workflow Clarity

Sequences the single phase with input-gathering, auth setup, placeholder substitution, and post-generation suggestions; validation is present but light (no explicit verify/retry loop on a failed generation), keeping it just below 5.

4 / 5

Progressive Disclosure

For a short, single-purpose skill with no bundle files, the body is cleanly sectioned (Inputs, Steps, Trigger Keywords, Notes) with no nested references, which earns the top score under the simple-skill exception.

5 / 5

Total

17

/

20

Passed

Description

62%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 vivid, concrete, and clearly conveys the skill's unique output, with strong specificity and low conflict risk. Its main weakness is the missing explicit 'when to use' trigger guidance, which caps completeness.

Suggestions

Append an explicit 'Use when...' clause naming the natural trigger phrases (e.g. 'Use when the user wants a chibi clone sticker diary, mini-me stickers, or kawaii scrapbook collage from a lifestyle photo').

Fold one or two catalog trigger keywords ('chibi collage', 'mini me stickers', 'sticker diary photo') into the description itself so the description surfaces discoverable terms.

DimensionReasoningScore

Specificity

Names the concrete output ('chibi clone sticker diary image') and several specific actions/elements (photorealistic subject, 5–8 chibi clones, doodles, captions), but lists elements more than distinct verbs, leaving minor coverage gaps.

4 / 5

Completeness

It clearly states what the skill does but contains no explicit 'Use when...' clause or trigger guidance, which caps completeness at 3 per the rubric.

3 / 5

Trigger Term Quality

Includes natural, evocative phrases users would say ('lifestyle photo', 'chibi mini-clones', 'scrapbook doodles', 'handwritten-style captions') but omits the catalog trigger keywords (e.g. 'chibi collage', 'mini me stickers') that the body surfaces, missing a few synonyms.

4 / 5

Distinctiveness Conflict Risk

The niche (chibi clone sticker diary from a lifestyle photo) is distinct and unlikely to fire for unrelated skills, with only minor overlap risk against other image-editing effects.

4 / 5

Total

15

/

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
SamurAIGPT/Generative-Media-Skills
Reviewed

Table of Contents

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