model-aware-image-prompt-engineer
model-aware-image-prompt-engineer is an Image generation & prompting skill for AI agents, published by Emily2040 in the nano-banana-image-skill repository on GitHub. Skillspace rates model-aware-image-prompt-engineer D (66/100) and it passed the safety scan; the rating is based on static analysis only.
Model-aware image prompt engineering for any agent or image generation workflow. Use when writing, improving, translating, debugging, or evaluating prompts for OpenAI image models, Gemini Nano Banana, Midjourney, FLUX, Qwen-Image, Z-Image, Stable Diffusion, SDXL, Pony, Illustrious, NoobAI, Animagine, HunyuanImage, HiDream, OmniGen2, Sana, PixArt, Kolors, Chroma, Runway, Ideogram, Firefly, Recraft, Luma, Seedream, ComfyUI, A1111, Forge, Civitai, Hugging Face Spaces, Replicate, or provider wrappers. Trigger on requests to create prompts, improve prompts, convert prompts between models, fix rejected prompts, reduce false positives, preserve references, render text, create character sheets, product images, fashion images, anime images, diagrams, infographics, posters, UI mockups, or any image generation task where model behavior matters.
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 26
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 84 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 1 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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