AI Image Prompts Skill
LeoYeAI/openclaw-master-skills
Recommend curated prompts from a 10,000+ real-world image generation prompt library.
Ultimate AI prompt database and builder with 2,500+ curated prompts across 19 categories and 17 AI models (Midjourney, Flux, Leonardo AI, DALL-E, Sora, Imagen, Mystic, Stable Diffusion, Ideogram…
Install Prompt Engine
$ npx skills add AgriciDaniel/claude-prompts --skill prompt-engine -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-engine --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/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .claude/skills && cp -r skills-src/prompt-engine .claude/skills/prompt-engine && 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 "prompt-engine" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/prompt-engine into .claude/skills/prompt-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-engine", 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/AgriciDaniel/claude-prompts/tree/main/prompt-engineType 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 AgriciDaniel/claude-prompts --skill prompt-engine -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-engine --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .agents/skills && cp -r skills-src/prompt-engine .agents/skills/prompt-engine && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prompt-engine" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/prompt-engine into .agents/skills/prompt-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-engine", 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 AgriciDaniel/claude-prompts --skill prompt-engine -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-engine --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/prompt-engine .cursor/skills/prompt-engine && 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 "prompt-engine" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/prompt-engine into .cursor/skills/prompt-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-engine", 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/AgriciDaniel/claude-prompts.git --path prompt-engine--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 AgriciDaniel/claude-prompts --skill prompt-engine -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-engine --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/prompt-engine .gemini/skills/prompt-engine && 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 "prompt-engine" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/prompt-engine into .gemini/skills/prompt-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-engine", 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 AgriciDaniel/claude-prompts prompt-engineInstalls 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 AgriciDaniel/claude-prompts --skill prompt-engine -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .github/skills && cp -r skills-src/prompt-engine .github/skills/prompt-engine && 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 "prompt-engine" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/prompt-engine into .github/skills/prompt-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-engine", 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 AgriciDaniel/claude-prompts --skill prompt-engine -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AgriciDaniel/claude-prompts prompt-engine --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-prompts.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/prompt-engine .opencode/skills/prompt-engine && 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 "prompt-engine" agent skill from https://github.com/AgriciDaniel/claude-prompts/tree/main/prompt-engine into .opencode/skills/prompt-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prompt-engine", 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
prompt-engine- GitHub stars
- 110
- Token cost
- ~1.2k tokens
- SKILL.md length
- 450 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
Ultimate AI prompt database and builder with 2,500+ curated prompts across 19 categories and 17 AI models (Midjourney, Flux, Leonardo AI, DALL-E, Sora, Imagen, Mystic, Stable Diffusion, Ideogram…
- Works in 6 steps: If user provides a search query or asks… → If user wants to create/build a new… → If user has an existing prompt to… → …
- User says prompt
- SKILL.md covers Quick Reference, Orchestration Logic, Search Workflow (Default… and Error Handling, plus 5 more sections
- Calls python3
What it does
Prompt Engine is an agent skill from AgriciDaniel/claude-prompts. Ultimate AI prompt database and builder with 2,500+ curated prompts across 19 categories and 17 AI models (Midjourney, Flux, Leonardo AI, DALL-E, Sora, Imagen, Mystic, Stable Diffusion, Ideogram, Adobe Firefly, and more). Search, build, enhance, and adapt prompts for image generation, video creation, text, and meta-prompt generators. Use when user says "prompt", "find a prompt", "build a prompt", "enhance my prompt", "adapt this prompt", "prompt library", "image prompt", "video prompt", "midjourney prompt", "flux…
Its SKILL.md is about 1.2k 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 Prompt engineering, Diffusion and image models and AI video generation. It works with Midjourney, OpenAI, Stable Diffusion and Bash. The repository describes itself as: AI prompt database and builder skill for Claude Code. 2,500+ curated prompts across 19 categories and 17 AI models. The licence is MIT.
When your agent uses it
- User says prompt
- Enhance my prompt
- Adapt this prompt
- Midjourney prompt
Example prompts
- “prompt”
- “find a prompt”
- “build a prompt”
- “/prompt-engine”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- If user provides a search query or asks to find/search -> run search workflow below
- If user wants to create/build a new prompt -> route to /prompt-build
- If user has an existing prompt to improve -> route to /prompt-enhance
- If user wants to convert between models -> route to /prompt-adapt
- If user wants to browse/explore -> route to /prompt-library
- If ambiguous, show the Quick Reference table and ask
What it can do on your machine
Read from SKILL.md and the folder at commit 23e8ff9. 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
Shell commands in SKILL.md call:
python3
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
Prompt Engine loads about 1.2k tokens when it runs. Until then it costs about 173 tokens; SKILL.md has 450 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 AgriciDaniel/claude-prompts at commit 23e8ff9, republished under its MIT licence (© AgriciDaniel). 450 words, ~1,211 tokens.
Download SKILL.mdSave it as
.claude/skills/prompt-engine/SKILL.md (or your agent's skills folder).- name
- prompt-engine
- description
- Ultimate AI prompt database and builder with 2,500+ curated prompts across 19 categories and 17 AI models (Midjourney, Flux, Leonardo AI, DALL-E, Sora, Imagen, Mystic, Stable Diffusion, Ideogram, Adobe Firefly, and more). Search, build, enhance, and adapt prompts for image generation, video creation, text, and meta-prompt generators. Use when user says "prompt", "find a prompt", "build a prompt", "enhance my prompt", "adapt this prompt", "prompt library", "image prompt", "video prompt", "midjourney prompt", "flux prompt", or any AI prompt engineering task. Do NOT use for terminal/CLI prompts, JavaScript prompt() dialogs, user input prompts, or bash prompt customization.
Prompt Engine -- Ultimate AI Prompt Database and Builder
2,500+ curated prompts across 19 categories, 17 AI models, and 4 output types.
Quick Reference
| Command | What it does |
|---|---|
/prompt [query] | Search prompts by keyword, category, model, or style |
/prompt-build | Build a custom prompt from scratch with guided workflow |
/prompt-enhance | Enhance an existing prompt with pro techniques |
/prompt-adapt | Adapt a prompt for a different AI model |
/prompt-library | Browse, filter, and explore the full prompt library |
Orchestration Logic
- If user provides a search query or asks to find/search -> run search workflow below
- If user wants to create/build a new prompt -> route to
/prompt-build - If user has an existing prompt to improve -> route to
/prompt-enhance - If user wants to convert between models -> route to
/prompt-adapt - If user wants to browse/explore -> route to
/prompt-library - If ambiguous, show the Quick Reference table and ask
Search Workflow (Default /prompt)
When user provides a search query:
Run the search script:
bash python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py "QUERY" [--category CAT] [--model MODEL] [--type TYPE] [--limit N]Present results as a numbered list with:
- Prompt text (truncated to 200 chars for preview)
- Category, model, output type
- Tags/styles if available
Let user select a prompt to see full details, or refine their search
Error Handling
- 0 search results: Suggest broadening the query, trying different keywords, or removing filters. Offer to show available categories with
--categories. - Script fails: Verify Python 3.10+ is available (
python3 --version). Check that the database exists at{PROMPT_ENGINE_DIR}/prompts/all_prompts.json. - Empty or short prompt input: For
/prompt-enhanceand/prompt-adapt, ask the user to provide a longer prompt (minimum 30 characters).
Show full SKILL.md (196 more words)Show less
Database Stats
| Metric | Value |
|---|---|
| Total prompts | 2,503 |
| Categories | 19 |
| AI Models | 17 |
| Output types | Video (1,225), Image (1,049), Generator (115), Text (114) |
| Model coverage | 78% of prompts have model attribution |
| Sources | 11 Airtable databases |
Categories
| Category | Count | Description |
|---|---|---|
| fashion-editorial | 473 | Fashion, editorial, magazine shoots |
| video-general | 287 | Video-specific prompts |
| general | 221 | Multi-purpose prompts |
| portraits-people | 198 | Faces, characters, headshots |
| landscapes-nature | 180 | Mountains, oceans, forests, sunsets |
| abstract-backgrounds | 171 | Gradients, patterns, wallpapers |
| sci-fi-futuristic | 135 | Cyberpunk, robots, space, neon |
| architecture | 129 | Buildings, interiors, cityscapes |
| logos-icons | 116 | Logo design, icon sets, branding |
| generators | 115 | Meta-prompts that create prompts |
| text | 114 | Copywriting, content, storytelling |
| animated-3d | 92 | Pixar, 3D renders, anime |
| vehicles | 82 | Cars, motorcycles, racing |
| superheroes | 58 | Marvel, DC, superhero art |
| fantasy | 56 | Dragons, magic, medieval, mythical |
| products | 42 | Product photography, packshots |
| animals | 18 | Wildlife, pets, creatures |
| food-drink | 11 | Food photography, recipes |
| print-merchandise | 5 | T-shirts, stickers, merch |
Models
Top models: Midjourney (981), Leonardo AI (237), Freepik (172), Mystic (166), Flux (137), Any Platform (97), DALL-E (42), Imagen (26), Sora (24), ChatGPT (22).
Data Paths
- Prompt database:
{PROMPT_ENGINE_DIR}/prompts/ - Master file:
{PROMPT_ENGINE_DIR}/prompts/all_prompts.json - Per-category:
{PROMPT_ENGINE_DIR}/prompts/{category}/prompts.json - Stats:
{PROMPT_ENGINE_DIR}/prompts/stats.json - Search script:
{PROMPT_ENGINE_DIR}/scripts/search_prompts.py
Reference Files
references/prompt-patterns.md-- Common prompt engineering patterns and structuresreferences/model-guide.md-- Model-specific syntax, features, and best practices
© AgriciDaniel, 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 prompt-engine of AgriciDaniel/claude-prompts.
Open the folder on GitHubat commit 23e8ff9
Compare with similar skills
Prompt Engine 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 |
|---|---|---|---|---|---|---|
| Prompt Engine this skillAgriciDaniel/claude-prompts | 110 | — | ~1.2k | Automated safety check: Pass | MIT | |
| AI Image Prompts SkillLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.3k | Automated safety check: Pass | MIT | |
| ImageNexus-JPF/note-companion | 870 | 3 repos | ~3.9k | Automated safety check: Pass | MIT | |
| Glmv Prompt Genzai-org/GLM-skills | 476 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Gemini Interactions APIAyuilos/Miffan | 192 | — | ~4.6k | Automated safety check: Pass | AGPL-3.0 | |
| Nano Banana Pro Prompts Recommend SkillYouMind-OpenLab/nano-banana-pro-prompts-recommend-skill | 1.9k | 1 repos | ~4.1k | Automated safety check: Pass | None |
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More from AgriciDaniel/claude-prompts
Prompt Adapt
AgriciDaniel/claude-prompts
Adapt and convert AI prompts between different models and platforms.
Prompt Build
AgriciDaniel/claude-prompts
Build custom AI prompts from scratch using guided workflows and patterns from a 2,500+ prompt database.
Prompt Enhance
AgriciDaniel/claude-prompts
Enhance and improve existing AI prompts using professional techniques from a 2,500+ prompt database.
Prompt Library
AgriciDaniel/claude-prompts
Browse, filter, and explore a curated library of 2,500+ AI prompts organized by 19 categories, 17 models, and 4 output types.
Related
Categories
Questions about Prompt Engine
What does Prompt Engine do?
Ultimate AI prompt database and builder with 2,500+ curated prompts across 19 categories and 17 AI models (Midjourney, Flux, Leonardo AI, DALL-E, Sora, Imagen, Mystic, Stable Diffusion, Ideogram…. Prompt Engine is an agent skill from AgriciDaniel/claude-prompts. Ultimate AI prompt database and builder with 2,500+ curated prompts across 19 categories and 17 AI models (Midjourney, Flux, Leonardo AI, DALL-E, Sora, Imagen, Mystic, Stable Diffusion, Ideogram, Adobe Firefly, and more).
When should I use Prompt Engine?
Prompt Engine fits situations like: user says prompt; enhance my prompt; adapt this prompt; midjourney prompt.
How do I install Prompt Engine in Claude Code?
Run `npx skills add AgriciDaniel/claude-prompts --skill prompt-engine -a claude-code`. Or copy the skill folder (prompt-engine in AgriciDaniel/claude-prompts) into .claude/skills/prompt-engine in your project. Claude Code loads it when a task matches its description.
How do I install Prompt Engine in Codex?
Run `npx skills add AgriciDaniel/claude-prompts --skill prompt-engine -a codex`. Or copy the skill folder (prompt-engine in AgriciDaniel/claude-prompts) into .agents/skills/prompt-engine in your project. Codex loads it when a task matches its description.
Can I use Prompt Engine 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 AgriciDaniel/claude-prompts --skill prompt-engine -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prompt-engine, .gemini/skills/prompt-engine, .github/skills/prompt-engine and .opencode/skills/prompt-engine in your project.
What does Prompt Engine need to run?
Going by SKILL.md and its folder, Prompt Engine needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Prompt Engine 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 Prompt Engine 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 Prompt Engine use?
Prompt Engine 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 Prompt Engine use?
About 1.2k tokens (SKILL.md is roughly 4.8k 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 Prompt Engine?
Skills that share tags, products or a category with Prompt Engine: AI Image Prompts Skill (LeoYeAI/openclaw-master-skills, 2.2k stars), Image (Nexus-JPF/note-companion, 870 stars), Glmv Prompt Gen (zai-org/GLM-skills, 476 stars) and Gemini Interactions API (Ayuilos/Miffan, 192 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prompt Engine?
AgriciDaniel (a GitHub user) maintains it in AgriciDaniel/claude-prompts, which has 110 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on April 10, 2026.
Source: AgriciDaniel/claude-prompts on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.