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generate-image

Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.

84

1.78x
Quality

82%

Does it follow best practices?

Impact

82%

1.78x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Evaluation results

100%

25%

Visual Assets for Immunotherapy Grant Proposal

Correct script usage and model selection

Criteria
Without context
With context

Correct script invoked

0%

100%

No flux.2-flex model

100%

100%

Quality model selected

0%

100%

Named output paths

100%

100%

Separate calls per image

100%

100%

PNG output format

100%

100%

API key via .env

100%

100%

Four images generated

100%

100%

Descriptive prompts

100%

100%

No scientific-schematics for illustrations

100%

100%

97%

52%

Product Image Variants for E-commerce Listing

Image editing with correct model selection

Criteria
Without context
With context

Uses --input flag

0%

100%

No flux.2-flex for editing

100%

100%

Editing-capable model

0%

100%

Correct script used

0%

70%

Specific edit prompts

50%

100%

Output path specified

100%

100%

All three variants produced

100%

100%

Input format is supported

40%

100%

No regeneration from scratch

0%

100%

API key setup via .env

100%

100%

49%

29%

Visual Content Package for AI Platform Launch

Correct skill routing for image types

Criteria
Without context
With context

Schematics for system diagram

0%

0%

Schematics for process flow

0%

0%

generate-image for concept photo

0%

100%

generate-image for illustration

0%

100%

No generate-image for diagrams

100%

0%

Correct model for photos

0%

50%

Script uses correct paths

0%

20%

All four assets covered

100%

100%

Named output files

0%

100%

Separate generate-image calls

0%

100%

Repository
K-Dense-AI/claude-scientific-skills
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.