GPT Image 2 Prompt Search
This skill helps you discover GPT Image 2 prompt and image examples from the public Image2Studio prompt library.
When to Use This Skill
Use this skill when the user:
- Asks for image generation prompt ideas or prompt inspiration
- Wants examples for a visual style, subject, composition, medium, or mood
- Needs reference images before writing or refining a prompt
- Asks for prompts for product shots, posters, characters, UI images, social media visuals, scenes, lighting, or camera styles
- Wants to improve, remix, or compare image-generation prompts
What is GPT Image 2 Prompt Search?
GPT Image 2 Prompt Search is a public Image2Studio search API for finding reusable ChatGPT image generation prompts and matching image references.
Key command:
node scripts/search.mjs --q "cinematic portrait" --limit 8
If the helper script is unavailable, read references/api.md and make the equivalent GET request directly.
How to Help Users Find Prompts
Step 1: Understand What They Need
When a user asks for prompt help, identify:
- The subject or object they want to generate
- The visual style, medium, mood, lighting, or camera language
- The intended output format, such as poster, product shot, portrait, icon, scene, or social media image
Step 2: Search the Prompt Library
Convert the user's request into 2-4 concise English visual keywords, then run:
node scripts/search.mjs --q "<keywords>" --limit 8
Examples:
- User asks for a premium perfume campaign prompt ->
node scripts/search.mjs --q "luxury perfume ad" --limit 8
- User asks for anime character references ->
node scripts/search.mjs --q "anime character sheet" --limit 8
- User asks for clean app icon ideas ->
node scripts/search.mjs --q "isometric app icon" --limit 8
If results are weak, retry once with broader or adjacent visual terms.
Step 3: Verify Relevance Before Recommending
Do not recommend results based only on title matches. Prefer results that align with:
- Subject and scene
- Visual style and medium
- Composition, lighting, camera style, or layout
- Aspect ratio and intended use
- Prompt quality and clarity
Step 4: Present Useful Results
When you find relevant prompts, present them with:
- The prompt title
- Why it matches the user's request
- The prompt or a concise prompt excerpt
- The
imageUrl for visual reference
- The
studioUrl for opening the prompt in the web editor
Do not call useUrl unless the user explicitly chooses or uses that prompt.
Search Tips
Use specific visual keywords:
cinematic portraitminimal product posteranime character sheetluxury perfume adisometric app iconeditorial fashion photosurreal architecture
Try alternative terms when needed:
- If
poster is weak, try campaign, editorial, or advertisement
- If
portrait is weak, try headshot, fashion photo, or character
- If
minimal is weak, try clean, studio, or modern
When No Prompts Are Found
If no relevant prompts are found:
- Say that the search did not find a strong match
- Try one broader query if useful
- Offer to write a new prompt directly from the user's request
Read references/api.md only when endpoint parameters, response fields, or error behavior matter.
1---2name: gpt-image-2-search3description: Use this skill whenever a user needs GPT Image 2 or ChatGPT image generation prompt ideas, Image2Studio prompt examples, visual references, style inspiration, reusable prompts, or examples for a subject, scene, product shot, poster, UI mockup, character, portrait, social media visual, composition, lighting setup, camera style, or aesthetic direction.4---56# GPT Image 2 Prompt Search78This skill helps you discover GPT Image 2 prompt and image examples from the public Image2Studio prompt library.910## When to Use This Skill1112Use this skill when the user:1314- Asks for image generation prompt ideas or prompt inspiration15- Wants examples for a visual style, subject, composition, medium, or mood16- Needs reference images before writing or refining a prompt17- Asks for prompts for product shots, posters, characters, UI images, social media visuals, scenes, lighting, or camera styles18- Wants to improve, remix, or compare image-generation prompts1920## What is GPT Image 2 Prompt Search?2122GPT Image 2 Prompt Search is a public Image2Studio search API for finding reusable ChatGPT image generation prompts and matching image references.2324Key command:2526```bash27node scripts/search.mjs --q "cinematic portrait" --limit 828```2930If the helper script is unavailable, read `references/api.md` and make the equivalent GET request directly.3132## How to Help Users Find Prompts3334### Step 1: Understand What They Need3536When a user asks for prompt help, identify:37381. The subject or object they want to generate392. The visual style, medium, mood, lighting, or camera language403. The intended output format, such as poster, product shot, portrait, icon, scene, or social media image4142### Step 2: Search the Prompt Library4344Convert the user's request into 2-4 concise English visual keywords, then run:4546```bash47node scripts/search.mjs --q "<keywords>" --limit 848```4950Examples:5152- User asks for a premium perfume campaign prompt -> `node scripts/search.mjs --q "luxury perfume ad" --limit 8`53- User asks for anime character references -> `node scripts/search.mjs --q "anime character sheet" --limit 8`54- User asks for clean app icon ideas -> `node scripts/search.mjs --q "isometric app icon" --limit 8`5556If results are weak, retry once with broader or adjacent visual terms.5758### Step 3: Verify Relevance Before Recommending5960Do not recommend results based only on title matches. Prefer results that align with:61621. Subject and scene632. Visual style and medium643. Composition, lighting, camera style, or layout654. Aspect ratio and intended use665. Prompt quality and clarity6768### Step 4: Present Useful Results6970When you find relevant prompts, present them with:71721. The prompt title732. Why it matches the user's request743. The prompt or a concise prompt excerpt754. The `imageUrl` for visual reference765. The `studioUrl` for opening the prompt in the web editor7778Do not call `useUrl` unless the user explicitly chooses or uses that prompt.7980## Search Tips8182Use specific visual keywords:8384- `cinematic portrait`85- `minimal product poster`86- `anime character sheet`87- `luxury perfume ad`88- `isometric app icon`89- `editorial fashion photo`90- `surreal architecture`9192Try alternative terms when needed:9394- If `poster` is weak, try `campaign`, `editorial`, or `advertisement`95- If `portrait` is weak, try `headshot`, `fashion photo`, or `character`96- If `minimal` is weak, try `clean`, `studio`, or `modern`9798## When No Prompts Are Found99100If no relevant prompts are found:1011021. Say that the search did not find a strong match1032. Try one broader query if useful1043. Offer to write a new prompt directly from the user's request105106Read `references/api.md` only when endpoint parameters, response fields, or error behavior matter.
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