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prompt-engine

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.

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  • SKILL.md4.7 KB

SKILL.md(원문)

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Prompt Engine -- Ultimate AI Prompt Database and Builder

2,500+ curated prompts across 19 categories, 17 AI models, and 4 output types.

Quick Reference

CommandWhat it does
/prompt [query]Search prompts by keyword, category, model, or style
/prompt-buildBuild a custom prompt from scratch with guided workflow
/prompt-enhanceEnhance an existing prompt with pro techniques
/prompt-adaptAdapt a prompt for a different AI model
/prompt-libraryBrowse, filter, and explore the full prompt library

Orchestration Logic

  1. If user provides a search query or asks to find/search -> run search workflow below
  2. If user wants to create/build a new prompt -> route to /prompt-build
  3. If user has an existing prompt to improve -> route to /prompt-enhance
  4. If user wants to convert between models -> route to /prompt-adapt
  5. If user wants to browse/explore -> route to /prompt-library
  6. If ambiguous, show the Quick Reference table and ask

Search Workflow (Default /prompt)

When user provides a search query:

  1. Run the search script:

    python3 {PROMPT_ENGINE_DIR}/scripts/search_prompts.py "QUERY" [--category CAT] [--model MODEL] [--type TYPE] [--limit N]
    
  2. Present results as a numbered list with:

    • Prompt text (truncated to 200 chars for preview)
    • Category, model, output type
    • Tags/styles if available
  3. 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-enhance and /prompt-adapt, ask the user to provide a longer prompt (minimum 30 characters).

Database Stats

MetricValue
Total prompts2,503
Categories19
AI Models17
Output typesVideo (1,225), Image (1,049), Generator (115), Text (114)
Model coverage78% of prompts have model attribution
Sources11 Airtable databases

Categories

CategoryCountDescription
fashion-editorial473Fashion, editorial, magazine shoots
video-general287Video-specific prompts
general221Multi-purpose prompts
portraits-people198Faces, characters, headshots
landscapes-nature180Mountains, oceans, forests, sunsets
abstract-backgrounds171Gradients, patterns, wallpapers
sci-fi-futuristic135Cyberpunk, robots, space, neon
architecture129Buildings, interiors, cityscapes
logos-icons116Logo design, icon sets, branding
generators115Meta-prompts that create prompts
text114Copywriting, content, storytelling
animated-3d92Pixar, 3D renders, anime
vehicles82Cars, motorcycles, racing
superheroes58Marvel, DC, superhero art
fantasy56Dragons, magic, medieval, mythical
products42Product photography, packshots
animals18Wildlife, pets, creatures
food-drink11Food photography, recipes
print-merchandise5T-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 structures
  • references/model-guide.md -- Model-specific syntax, features, and best practices

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같은 저장소의 스킬

<What it does, one line>. Trigger phrases: <phrases>.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

gabrielmoreira/agent-skills-mirror192026년 10월 21일 업데이트

adapt

무료

Shortest English alias for web-adapt / universal-web-adaptation. Use this when adapting an unfamiliar public website generically before creating any site-specific rules.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

gabrielmoreira/agent-skills-mirror192026년 10월 21일 업데이트

Use this skill to audit CLI adapter projects (like opencli) for missing output fields, then batch-generate fixes and submit PRs. Turns AI agents into adapter quality reviewers.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

gabrielmoreira/agent-skills-mirror192026년 10월 21일 업데이트

ads

무료

Operate professional paid advertising across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, and X. Use for account intake, source-grounded audits, strategy, budget and measurement planning, creative production, experiments, reporting, monitoring, and explicitly approved campaign changes. Also trigger on PPC, paid social, retail media, attribution, tracking, landing pages, cross-platform conversion totals, negative keywords or search terms, beta-feature scoring, stale platform claims, API-token or credential setup, campaign deletion, and safe Claude Ads installation or uninstall.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

gabrielmoreira/agent-skills-mirror192026년 10월 21일 업데이트

Audit Amazon Ads profiles, regions, Sponsored Products, Sponsored Brands, Sponsored Display, DSP, portfolios, targeting, search terms, retail readiness, creative, budgets, ACOS, TACOS, reporting, and policy. Use for Amazon Ads, sponsored ads, Amazon PPC, ACOS, TACOS, ASIN advertising, Amazon DSP, or retail-media optimization.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

gabrielmoreira/agent-skills-mirror192026년 10월 21일 업데이트

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