aaa-image-editing

ariffazil/AAA

SkillLoads cleanly

Image editing vs generation — route the right model for the task. Covers identity-preserving edits, multi-model ensemble runs, endpoint fallback, and Gemini…

Scores
out of 100 · grade B+

2026-08-20

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

100/100

no commits in the last 12 weeks

Adopted

20% of the score

7/100

2 stars on the source repo.

Documented

15% of the score

90/100

2,459 words with worked examples.
Ships 4 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add ariffazil/AAA/aaa-image-editing

What it says it does

Image editing vs generation — route the right model for the task. Covers identity-preserving edits, multi-model ensemble runs, endpoint fallback, and Gemini Nano Banana family best practices. Triggers when user provides a real photo and asks to edit/transform/place-in-scene.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-19.

Also in ariffazil/AAA

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
comfyuiariffazil/AAA	clean	Skill	2 stars	today
excalidrawariffazil/AAA	clean	Skill	2 stars	today
manim-videoariffazil/AAA	clean	Skill	2 stars	today
p5jsariffazil/AAA	clean	Skill	2 stars	today
touchdesigner-mcpariffazil/AAA	clean	Skill	2 stars	today
google-workspaceariffazil/AAA	clean	Skill	2 stars	today

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.