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gpt-image

Generate or edit images with GPT Image 2 or 2.5 through the packaged CLI and Reference Gallery. Use for image requests including imprecise 'GPT 2.5' model names, posters, typography, reference edits, and inpainting; resolve the model choice before generation.

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

86%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 dense, actionable runbook with executable CLI commands, clear sequenced workflow, and excellent progressive disclosure into real reference files. The only notable weakness is mild repetition of model-resolution rules that could be tightened for token efficiency.

DimensionReasoningScore

Conciseness

Largely lean and operational with no basic-concept padding, but model-resolution guidance ('resolve the model', 'do not silently switch models') recurs across the Operating loop, Model choice, and Key/cost sections and could be consolidated.

4 / 5

Actionability

Provides copy-paste-ready bash CLI invocations with explicit flags, a launcher resolution chain, a complete flags table, and an endpoint-routing table — fully executable guidance covering the common cases.

5 / 5

Workflow Clarity

An explicit 8-step Operating loop plus a Verification section with preflight and post-call checkpoints; error handling is 'report and stop' rather than a validate-fix-retry loop, leaving a minor validation gap relative to the top anchor.

4 / 5

Progressive Disclosure

The body is a clear overview with well-signaled, one-level-deep references (gallery.md, gallery-*.md, craft.md, models.md, openai-image-2.5-*.md, templates-gpt-image-2.5.md), all verified to exist, with bulk detail appropriately split into reference files and navigable via the Reference loading section.

5 / 5

Total

18

/

20

Passed

Description

88%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, concrete description that clearly states capabilities and usage triggers with specific image-operation terms. Minor room to broaden trigger synonyms and tighten distinctiveness against generic image skills.

DimensionReasoningScore

Specificity

Names the image domain and multiple concrete actions — 'Generate or edit images', 'reference edits', 'inpainting', 'posters, typography' — giving comprehensive coverage comparable to the anchor listing several specific actions.

5 / 5

Completeness

Explicitly answers both what ('Generate or edit images with GPT Image 2 or 2.5 through the packaged CLI and Reference Gallery') and when ('Use for image requests including...posters, typography, reference edits, and inpainting') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Includes natural user terms ('image requests', 'posters', 'typography', 'reference edits', 'inpainting', imprecise 'GPT 2.5' model names) but a few common synonyms a user might say (e.g. logos, illustrations, banners) are not covered, so it sits just below comprehensive.

4 / 5

Distinctiveness Conflict Risk

Scoped to GPT Image 2/2.5 with a distinct model-resolution trigger, but the broad phrase 'image requests' carries minor overlap risk with other general image-generation skills.

4 / 5

Total

18

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

referenced_paths_exist

Referenced path issues: 2 missing, 1 deeper-than-1-level

Warning

Total

13

/

16

Passed

Repository

wuyoscar/GPT-Image2-Skill

Path

skills/gpt-image/SKILL.md

Reviewed

Table of Contents

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