Adapt New Diffusion Model
intel/auto-round
Adapt AutoRound to support a new diffusion model architecture (DiT, UNet, hybrid AR+DiT).
Write four distinct prompts for AI image models. An agent skill from davidondrej/skills.
Install Image Prompt
$ npx skills add davidondrej/skills --skill image-prompt -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davidondrej/skills image-prompt --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/davidondrej/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/thinking-and-docs/image-prompt .claude/skills/image-prompt && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "image-prompt" agent skill from https://github.com/davidondrej/skills/tree/main/skills/thinking-and-docs/image-prompt into .claude/skills/image-prompt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "image-prompt", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/davidondrej/skills/tree/main/skills/thinking-and-docs/image-promptType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add davidondrej/skills --skill image-prompt -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davidondrej/skills image-prompt --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidondrej/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/thinking-and-docs/image-prompt .agents/skills/image-prompt && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "image-prompt" agent skill from https://github.com/davidondrej/skills/tree/main/skills/thinking-and-docs/image-prompt into .agents/skills/image-prompt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "image-prompt", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add davidondrej/skills --skill image-prompt -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davidondrej/skills image-prompt --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidondrej/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/thinking-and-docs/image-prompt .cursor/skills/image-prompt && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "image-prompt" agent skill from https://github.com/davidondrej/skills/tree/main/skills/thinking-and-docs/image-prompt into .cursor/skills/image-prompt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "image-prompt", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/davidondrej/skills.git --path skills/thinking-and-docs/image-prompt--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add davidondrej/skills --skill image-prompt -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davidondrej/skills image-prompt --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidondrej/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/thinking-and-docs/image-prompt .gemini/skills/image-prompt && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "image-prompt" agent skill from https://github.com/davidondrej/skills/tree/main/skills/thinking-and-docs/image-prompt into .gemini/skills/image-prompt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "image-prompt", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install davidondrej/skills image-promptInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add davidondrej/skills --skill image-prompt -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davidondrej/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/thinking-and-docs/image-prompt .github/skills/image-prompt && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "image-prompt" agent skill from https://github.com/davidondrej/skills/tree/main/skills/thinking-and-docs/image-prompt into .github/skills/image-prompt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "image-prompt", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add davidondrej/skills --skill image-prompt -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davidondrej/skills image-prompt --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davidondrej/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/thinking-and-docs/image-prompt .opencode/skills/image-prompt && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "image-prompt" agent skill from https://github.com/davidondrej/skills/tree/main/skills/thinking-and-docs/image-prompt into .opencode/skills/image-prompt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "image-prompt", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
image-prompt- GitHub stars
- 4.1k
- Token cost
- ~659 tokens
- SKILL.md length
- 325 words
- Files
- 1
- Skills in repo
- 51
- Repo updated
- First seen
- Licence
- MIT
At a glance
Write four distinct prompts for AI image models. An agent skill from davidondrej/skills.
- Works in 4 steps: Blank line after the label → Opening fence on its own line: three… → The prompt paragraph → …
- Illustration prompts
- SKILL.md covers Output format, How to write each prompt, Rules and Example
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Image Prompt is an agent skill from davidondrej/skills. Write four distinct prompts for AI image models. Use for image, thumbnail, banner, logo, or illustration prompts. Produces prompt text only.
Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Diffusion and image models. The repository describes itself as: access to david ondrej's personal agent skills. The licence is MIT.
When your agent uses it
- Illustration prompts
- Tasks that involve Diffusion and image models
Example prompts
- “/image-prompt”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Blank line after the label
- Opening fence on its own line: three backticks then text
- The prompt paragraph
- Closing fence on its own line
What it can do on your machine
Read from SKILL.md and the folder at commit 7874889. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Image Prompt loads about 659 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 325 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from davidondrej/skills at commit 7874889, republished under its MIT licence (© davidondrej). 325 words, ~659 tokens.
Download SKILL.mdSave it as
.claude/skills/image-prompt/SKILL.md (or your agent's skills folder).- name
- image-prompt
- description
- Write four distinct prompts for AI image models. Use for image, thumbnail, banner, logo, or illustration prompts. Produces prompt text only.
Image Prompt
Write 4 model-agnostic prompt variations that the user can paste into any image model.
Output format
- Exactly 4 variations, each one paragraph in its own fenced code block. Nothing else inside.
- Always use a
textfence so it renders as a full copyable block, not a tiny snippet. Pattern:- Blank line after the label
- Opening fence on its own line: three backticks then
text - The prompt paragraph
- Closing fence on its own line
- Never wrap a prompt in single backticks. Never use a bare unlabeled fence. Those render as small snippets and are hard to copy.
- Every prompt ends with
--ar 1:1. It is the Midjourney aspect-ratio flag and is harmless in other models. If the user names an aspect ratio, use that instead (e.g.--ar 16:9). - A 3-5 word label above each block is fine. No commentary, no explanations, no questions after.
How to write each prompt
Describe a finished piece in clear, expressive, descriptive prose. Each paragraph covers:
- Subject — what it is, what it is doing, the defining details.
- Environment — where it sits, background, lighting, time of day.
- Color palette — name the dominant colors and the contrast.
- Vibe and feeling — the mood and the emotion the image should evoke.
- Style / medium — photograph, cinematic still, 3D render, oil painting, flat vector, etc.
Rules
- Descriptive prose only. No bullet lists inside a prompt, no "imagine a...", no "create an image of".
- Make the 4 variations genuinely different — different style, composition, mood, or palette. Not rewordings of one idea.
- No text inside the image unless the user asks; models render text badly.
- No negative prompts and no model-specific parameters other than
--ar. - If the request is vague, still deliver 4 prompts. Pick sensible defaults, do not ask questions.
Example
Request: "logo concept for Vectal Labs, something about invention"
Filament in the void
A single glowing filament bulb suspended in a vast dark void, its wire coiled into a rising spiral, casting warm amber light onto faint blueprint lines etched into black glass beneath it. Deep charcoal and midnight blue with one accent of molten gold. Quiet and reverent, the feeling of a first idea arriving at 3 a.m. Minimal, high contrast, rendered like a luxury product photograph. --ar 1:1(…then three more, each in its own code block, each a different direction.)
© davidondrej, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/thinking-and-docs/image-prompt of davidondrej/skills.
Open the folder on GitHubat commit 7874889
Compare with similar skills
Image Prompt next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Image Prompt this skilldavidondrej/skills | 4.1k | — | ~659 | Automated safety check: Pass | MIT | |
| Adapt New Diffusion Modelintel/auto-round | 1.6k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Add Pipelineverl-project/verl-omni | 1.2k | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Comfyui AnimatoolShiroEirin/comfyui-good-anima | 481 | — | ~4.6k | Automated safety check: Pass | GPL-3.0 | |
| Stage1 Add VaeEnd2End-Diffusion/diffusion-bench | 105 | — | ~1.1k | Automated safety check: Pass | None | |
| Comfyui Agent Skill MieMieMieeeee/comfyui-agent-skill | 116 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
Add Pipeline
verl-project/verl-omni
Router for adding a diffusion or omni pipeline to verl-omni.
Comfyui Animatool
ShiroEirin/comfyui-good-anima
Route ALL Anima image generation: validate Danbooru hard anchors, form visual brief, assemble English prompts and args, then load comfyui-manager for workflow execution.
Stage1 Add Vae
End2End-Diffusion/diffusion-bench
Add a new HuggingFace-supported VAE to the stage1 tokenizer pipeline.
Comfyui Agent Skill Mie
MieMieeeee/comfyui-agent-skill
Agent skill for running registered ComfyUI workflows through a stable CLI, and for importing a user's own ComfyUI workflow into their private registry after review.
Importing Subgraphs
Comfy-Org/workflow_templates
Imports and registers subgraph blueprints into the ComfyUI workflowtemplates repository.
More from davidondrej/skills
All 51 skills in this repoNagent
davidondrej/skills
Launch a new bb worker thread with the right project, model, worktree, and task brief.
Browser Harness
davidondrej/skills
Direct browser control via CDP. An agent skill from davidondrej/skills.
Persistent Localhost
davidondrej/skills
Manage persistent dev servers, APIs, and other local processes on a port using macOS LaunchAgents.
Reset Cursor Acp
davidondrej/skills
Reset a stuck Cursor ACP thread in <chat-system and reload its configuration.
Anti Sleep
davidondrej/skills
Keep a Mac awake for a set duration or while a process runs.
Bb CLI
davidondrej/skills
Use this when controlling bb. An agent skill from davidondrej/skills.
Related
Categories
Questions about Image Prompt
What does Image Prompt do?
Write four distinct prompts for AI image models. An agent skill from davidondrej/skills. Image Prompt is an agent skill from davidondrej/skills. Write four distinct prompts for AI image models.
When should I use Image Prompt?
Image Prompt fits situations like: illustration prompts; tasks that involve Diffusion and image models.
How do I install Image Prompt in Claude Code?
Run `npx skills add davidondrej/skills --skill image-prompt -a claude-code`. Or copy the skill folder (skills/thinking-and-docs/image-prompt in davidondrej/skills) into .claude/skills/image-prompt in your project. Claude Code loads it when a task matches its description.
How do I install Image Prompt in Codex?
Run `npx skills add davidondrej/skills --skill image-prompt -a codex`. Or copy the skill folder (skills/thinking-and-docs/image-prompt in davidondrej/skills) into .agents/skills/image-prompt in your project. Codex loads it when a task matches its description.
Can I use Image Prompt in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add davidondrej/skills --skill image-prompt -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/image-prompt, .gemini/skills/image-prompt, .github/skills/image-prompt and .opencode/skills/image-prompt in your project.
What does Image Prompt need to run?
SKILL.md names no scripts, command-line tools or credentials: Image Prompt is instructions for the agent only.
Does Image Prompt access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Image Prompt safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Image Prompt use?
Image Prompt is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Image Prompt use?
About 659 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Image Prompt?
Skills that share tags, products or a category with Image Prompt: Adapt New Diffusion Model (intel/auto-round, 1.6k stars), Add Pipeline (verl-project/verl-omni, 1.2k stars), Comfyui Animatool (ShiroEirin/comfyui-good-anima, 481 stars) and Stage1 Add Vae (End2End-Diffusion/diffusion-bench, 105 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Image Prompt?
davidondrej (a GitHub user) maintains it in davidondrej/skills, which has 4,112 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on October 8, 2026.
Source: davidondrej/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.