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fal-image-edit

AI-powered image editing with style transfer and object removal

38

Quality

36%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/fal-image-edit/SKILL.md

The canonical home for this skill is fal-image-edit in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

22%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 essentially three restatements of the description plus an external link, with no executable guidance or workflow steps. It needs concrete examples and an actual procedure to be useful.

Suggestions

Add a concrete, runnable example (e.g. the fal API call for style transfer or object removal) under Instructions so the skill is actionable.

Provide a numbered workflow with an explicit validation/preview checkpoint before applying destructive edits like object removal.

Replace the external repo link with one-level-deep local reference files (e.g. reference/examples.md) carrying the detailed guidance, and signal them clearly from the body.

DimensionReasoningScore

Conciseness

The body is short, but the Overview, When to Use, and Instructions sections all restate the same description, so while not bloated with concept explanations, the redundancy could be tightened; not a 2 because it is not lengthy.

3 / 5

Actionability

The Instructions section only says it 'provides guidance and patterns' with no concrete code, commands, or steps, matching 'entirely vague or abstract; no concrete code or commands'.

1 / 5

Workflow Clarity

No multi-step sequence or validation is provided; the only pointer is an external repository link, matching 'steps missing or incoherent; no sequence'.

1 / 5

Progressive Disclosure

Section headers exist (Overview, When to Use, Instructions) giving some structure, but the only reference is an external GitHub URL rather than one-level-deep local bundle files, and real guidance is missing; not a 4 because content that should carry detail is absent.

3 / 5

Total

8

/

20

Passed

Description

50%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 clearly states what the skill does with two concrete capabilities but omits any explicit usage trigger, keeping all dimensions at the midpoint. Adding a 'Use when...' clause with synonyms and file types would lift completeness and trigger-term quality.

Suggestions

Append an explicit trigger clause, e.g. 'Use when editing photos, applying artistic styles, or removing unwanted objects from images.'

Add natural synonyms and formats users say ('photo editing', 'inpainting', 'restyle image', .png/.jpg) to broaden trigger coverage.

Tie the description to the fal.ai service to improve distinctiveness from generic image-editing skills.

DimensionReasoningScore

Specificity

Names the domain ('image editing') and two concrete actions ('style transfer', 'object removal'), matching the '1-2 concrete actions' anchor; not 'several' so not a 4.

3 / 5

Completeness

Has a clear 'what' but no explicit 'Use when...' trigger guidance; per judging guidelines a missing trigger clause caps completeness at 3, so not a 4.

3 / 5

Trigger Term Quality

Contains relevant terms ('image editing', 'style transfer', 'object removal') but lacks synonyms (photo editing, inpainting) and file extensions, matching the 'some relevant keywords but missing common variations' anchor.

3 / 5

Distinctiveness Conflict Risk

The named features (style transfer, object removal) give some specificity, but 'AI-powered image editing' is broad and overlaps with many image skills, matching 'somewhat specific but could still overlap'.

3 / 5

Total

12

/

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
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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