image-prompt-improver

Converts rough image descriptions into structured generation prompts covering composition, lighting, and brand palette.

Updated May 23, 2026
One-click install
npx skills add https://github.com/TheGraphicKing/skott-canvas --skill image-prompt-improver-thegraphicking
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: image-prompt-improver
Source: https://github.com/TheGraphicKing/skott-canvas/tree/main/skills/image-prompt-improver
Command: npx skills add https://github.com/TheGraphicKing/skott-canvas --skill image-prompt-improver-thegraphicking

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Rough image descriptions like "professional team collaboration" produce generic, stock-photo-style results from image generation models. This Skill systematically expands sparse ideas into complete, structured prompts that specify every dimension a generation model needs, producing brand-aligned and use-case-appropriate visuals. ## Core Features & Use Cases - Structured Prompt Construction: Builds prompts across eight specification dimensions including subject, composition, lighting, color palette, style, background, mood, and negative prompts. - Brand Alignment: Incorporates brand color palettes and aesthetic keywords from brand guidelines so generated images match visual identity. - Use-Context Awareness: Adapts prompts for placement (hero, social post, email header), aspect ratio, and text-safe zones when overlays are planned. - Use Case: A marketer needs a LinkedIn hero image for a product launch. Submit the rough idea "excited team around a laptop" and receive a full generation-ready prompt with 4:5 dimensions, brand colors, lighting direction, and a text-safe zone, plus an explanation of the key decisions. ## Quick Start Improve my rough image prompt "cozy home office setup" for a 16:9 blog hero image using our brand guidelines.

Frequently Asked Questions about image-prompt-improver

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write better prompts for AI image generation?▼

Structure your prompt across eight dimensions: subject and action, composition and framing, lighting, color palette, style and medium, background treatment, mood, and negative prompts. Specifying all dimensions prevents generic stock-photo results and gives the model enough detail to produce distinctive output.

How to make AI-generated images match brand guidelines?▼

Provide the brand's primary and secondary colors, aesthetic keywords, and approved photography or illustration styles as input to the prompt. The improved prompt then references specific brand colors and style descriptors instead of generic terms like vibrant colors.

What is a negative prompt in image generation?▼

A negative prompt lists elements the model should actively exclude, such as text in the image, stock photo aesthetics, generic poses, or distorted hands. It is returned as a separate output formatted for generation models that accept negative prompts.

How do I generate images with space for text overlay?▼

Specify that text will be overlaid when defining the use context. The composition must then include a text-safe zone with low visual complexity, which is a required constraint for hero images, email headers, and social post visuals.

Can AI image prompts include real people's names?▼

No, prompts must not describe real named individuals. Human subjects should be described only through role, demographic, and expression descriptors to avoid generating likenesses of actual people.