Pick a hero image prompt for a LinkedIn launch post

Your draft is ready but you have no idea what the image should look like. A generation-ready prompt you can paste into Gemini.

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nano-banana-pro-prompts-recommend-skill

Name: nano-banana-pro-prompts-recommend-skill (Claude Skill)
Author: YouMind-OpenLab

by YouMind-OpenLab · YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill

Grep-style search over 10k+ curated Gemini/Nano Banana image prompts — Claude recommends 3 matches with samples and copy-paste-ready text.

A token-efficient recommender skill. Describe what you need in plain language and it searches a daily-refreshed library of 10,000+ image prompts (Gemini/Nano Banana Pro), returning up to 3 suggestions with the exact prompt, sample images, and whether reference images are needed. A Content Remix mode turns your article or script into a tailored prompt.

GitHub stars: 1,872 · Snapshot 2026-10-13.

▶ Watch demo 📦 Install 💡 Use Cases

Why use it

Key features

10k+ curated prompts across social, product, avatars, marketing, more
Grep-style search — never loads full category files, so token cost stays low
Content Remix mode: paste an article, get a matched style prompt
Library refreshed twice daily via GitHub Actions
Returns translated title/description + exact English prompt + sample thumbnails

Example replay

What it looks like in practice

nano-banana-pro-prompts-recommend-skill.replay ▶ ready

0/0

Install

Author repository · Claude Skills documentation

Use Cases

Real-world ways to use nano-banana-pro-prompts-recommend-skill

Turn a blog post into a matched header image via Content Remix

👤 Content marketers generating consistent visuals ⏱ ~5 min beginner

When to use: You published an article and want a header image that captures its vibe without briefing a designer.

Flow

Paste the article

Content Remix mode — here's the post [paste]. Find a matching style.✓ Copied

→ Skill asks 1-2 personalization questions (tone, subject, palette)
Generate

Mood: optimistic. Subject: abstract city skyline.✓ Copied

→ Final prompt tailored to the article

Outcome: A header image prompt that matches your article's voice.

Pitfalls

Generated prompt drifts from brand — Add your brand style anchors in the personalization step

Combine with: claude-blog-skill

Ask for a recommendation before generating an image

Describe the subject, placement and style you need. The author workflow recommends prompts together with their sample images; it skips entries with no sourceMedia. Choose a recommendation, then ask for a tailored prompt if you supplied an article or script. The recommendation workflow does not itself establish that a new image was generated.

If your client cannot show a sample, inspect its external image URL before choosing. A missing sample is different from a failed image-generation request.

Example request, not a tested output

Recommend prompts for a product launch hero image with room for a short headline. Show the sample image for each option and tell me whether a reference image is required.

Sources: Author recommendation workflow · Author usage guide · Documentation checked 2026-10-14.

Combinations

Pair with other MCPs for X10 leverage

nano-banana-pro-prompts-recommend-skill + prompt-master-skill

Use prompt-master to clarify intent, then this skill to pick a tested prompt pattern

Use prompt-master to nail down what I want, then hand off to nano-banana-pro-prompts.✓ Copied

nano-banana-pro-prompts-recommend-skill + claude-blog-skill

Blog skill writes the post; this skill picks matching imagery

Generate the blog post with /blog write, then ask nano-banana-pro-prompts for a hero.✓ Copied

nano-banana-pro-prompts-recommend-skill + claude-ads-skill

After creative variants are proposed, pick image prompts for each

For the 5 winning ad concepts from claude-ads, recommend image prompts.✓ Copied

Tools

What this MCP exposes

Tool	Inputs	When to call
Direct Search	plain language description	You know what you want in words
Content Remix	article / script / notes	You have content and need matching visuals
Grep-style filter	keywords	Auto — used under the hood

Cost & Limits

What this costs to run

API quota: None for the skill; image generation is a separate cost in Gemini/Nano Banana
Tokens per call: Very low — grep-style search keeps loads small
Monetary: Free — skill is local
Tip: Prefer Direct Search for quick picks; save Remix for important long-form pieces.

Security

Permissions, secrets, blast radius

Credential storage: No credentials — skill is prompts

Data egress: Reference setup downloads public library files from GitHub and writes them locally; sample images are external URLs. Check your assistant separately for how it handles your request and pasted content.

Troubleshooting

Common errors and fixes

No matches returned

Broaden the description or try Content Remix mode with richer context.

Sample images don't render in your client

The skill returns image URLs; your client may not auto-preview. Open them directly.

Prompts assume Gemini/Nano Banana Pro specifically

They work best there; you may need to adapt for Midjourney or DALL-E syntax.

Fix a missing or stale reference library

The skill needs references/manifest.json and the category files listed by that manifest. From the installed author repository, use the setup commands below if those files are missing. setup.js fetches public JSON from GitHub and writes it into references/; this step requires network access.

The --check option may write files when the library is older than 24 hours. It fetches the manifest but skips existing category files larger than 100 bytes. Use --force to replace those category files too; that option also removes stale files outside the current manifest. The package postinstall hook invokes setup.js.

A zero exit status alone does not prove setup succeeded: the script catches its top-level error and exits successfully. Check for download warnings and the local manifest/category files before asking the assistant to search. These commands are documentation examples; none was executed for this guide.

Download missing references

node scripts/setup.js

Refresh stale references (may write files)

node scripts/setup.js --check

Fetch the current library again

node scripts/setup.js --force

Sources: Reference downloader source · Package setup hooks · Author recommendation workflow · Documentation checked 2026-10-14.

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