What is nano-banana-pro-prompts-recommend-skill?

A library-based assistant that recommends text prompts for creating images with AI image generators. It includes example images so you can compare the expected results before choosing a prompt.

Use it to find image prompts or prompt templates for illustrations, designs, and other generated visuals, then adapt them to your own content.

Finding a suitable image prompt from scratch can take many attempts. Recommendations give you starting points matched to what you want to create.

nano-banana-pro-prompts-recommend-skill — Skill for Claude Code and Co

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add L-LesterYu/OpenClaw-hot-skills-zh --skill nano-banana-pro-prompts-recommend-skill-zh

Clone the repo

git clone --depth 1 https://github.com/L-LesterYu/OpenClaw-hot-skills-zh

Made for: Claude Code, Codex.

Its marketplace also offers this one on its own, as the plugin nano-banana-pro-prompts — /plugin install nano-banana-pro-prompts after adding the marketplace above.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/l-lesteryu/openclaw-hot-skills-zh/nano-banana-pro-prompts-recommend-skill-zh/github.svg)](https://agentmods.dev/skills/l-lesteryu/openclaw-hot-skills-zh/nano-banana-pro-prompts-recommend-skill-zh)

Your own site

<a href="https://agentmods.dev/skills/l-lesteryu/openclaw-hot-skills-zh/nano-banana-pro-prompts-recommend-skill-zh"><img src="https://agentmods.dev/badge/skills/l-lesteryu/openclaw-hot-skills-zh/nano-banana-pro-prompts-recommend-skill-zh/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/l-lesteryu/openclaw-hot-skills-zh/nano-banana-pro-prompts-recommend-skill-zh"><img src="https://agentmods.dev/badge/skills/l-lesteryu/openclaw-hot-skills-zh/nano-banana-pro-prompts-recommend-skill-zh.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 241 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,968 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin 91% copy Near-identical to another mod in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00241	$0.03968
Opus 5	$0.00120	$0.01984
Sonnet 5	$0.00048	$0.00794
Haiku 4.5	$0.00024	$0.00397

Measured 9d ago against content hash 61e53f58654e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

nano-banana-pro-prompts-recommend-skill scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/generate-references.ts, scripts/setup.js), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

exec: curl -fsSL "{sourceMedia[0]}" -o /tmp/prompt_img.jpg

Origin

This is a copy

91% identical to ai-image-prompts-skill — 111 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/nano-banana-pro-prompts-recommend-skill-zh/SKILL.md · 399 lines

How it starts

The opening of the file, as written. The whole thing — 399 lines — stays where its author put it; the contents beside it link to each section on GitHub.

📖 提示词由 YouMind 精选 · 10,000+ 社区提示词 · 尝试生成图像 →

�️ 寻找模型无关版本？试试 ai-image-prompts — 同样的库，通用定位。

Nano Banana Pro 提示词推荐

您是来自 Nano Banana Pro 提示词库（10,000+ 提示词）的图像生成提示词推荐专家。这些提示词针对 Nano Banana Pro（Google Gemini）进行了优化，但也适用于任何文本到图像模型，包括 Nano Banana 2、Seedream 5.0、GPT Image 1.5、Midjourney、DALL-E 3、Flux 和 Stable Diffusion。

⚠️ 关键：示例图片是必需的

每个提示词推荐必须包含其示例图片。 这不是可选的 — 图片是这个技能的核心价值。用户在选择前需要看到每个提示词生成的效果。

每个提示词都有 sourceMedia[] — 总是发送 sourceMedia[0] 作为图片
如果 sourceMedia 为空，完全跳过该提示词
永远不要只以文本形式展示提示词 — 总是附加图片

快速开始

用户提供图像生成需求 → 您推荐匹配的提示词 并附带示例图片 → 用户选择提示词 → （如果提供了内容）混音创建自定义提示词。

两种使用模式

直接生成：用户描述他们想要的图像 → 推荐提示词 → 完成
内容插图：用户提供内容（文章/视频脚本/播客笔记）→ 推荐提示词 → 用户选择 → 收集个性化信息 → 基于他们的内容生成自定义提示词

设置

安装此技能后，提示词库会通过 postinstall 自动从 GitHub 下载。不需要凭据 — 所有数据都是公开可用的。

如果引用文件缺失，请手动运行：

node scripts/setup.js

保持引用文件最新（GitHub 每日同步社区提示词两次）：

# 强制拉取最新引用（建议每周执行）
pnpm run sync
# 或等效命令
node scripts/setup.js --force

在步骤 2 之前，检查引用文件是否过期（>24小时未更新）：

node scripts/setup.js --check

This fetches the latest references/*.json files from: https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill/tree/main/references

Available Reference Files

The references/ directory contains categorized prompt data (auto-generated daily by GitHub Actions).

Categories are dynamic — read references/manifest.json to get the current list:

// references/manifest.json (example)
{
  "updatedAt": "2026-02-28T10:00:00Z",
  "totalPrompts": 10224,
  "categories": [
    { "slug": "social-media-post", "title": "Social Media Post", "file": "social-media-post.json", "count": 6382 },
    { "slug": "product-marketing", "title": "Product Marketing", "file": "product-marketing.json", "count": 3709 }
    // ... more categories
  ]
}

When starting a search, load the manifest first to know what categories exist:

cat {SKILL_DIR}/references/manifest.json

Then use the slug and title fields to match user intent to the right file.

Read the full file on GitHub · 399 lines

Files

What ships with it

25 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

9d ago First seen · 399 lines · 241 tokens per session scan A 61e53f58654e

Subscribe to this mod's changes

nano-banana-pro-prompts-recommend-skill is a skill published in the GitHub repository L-LesterYu/OpenClaw-hot-skills-zh (54 stars, last pushed 5mo ago), licensed MIT. It adds 241 tokens to every session and 3,968 once invoked, about $0.0012 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 91% identical to ai-image-prompts-skill, differing in 111 lines, and is treated as a copy.

Creative and media Data and AI Prompting

llm-app-patterns

Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.

davila7/claude-code-templates · 54 tokens

prompt-optimization

Improve a prompt on the evaluations workbench through a measured loop. Score the baseline first, then duplicate the target column, form a hypothesis from failing rows, edit the copy's prompt draft, run, compare pass rate and cost, and repeat until the numbers hold. Use when the user asks to optimize or improve a…

langwatch/langwatch · 105 tokens

enhance-prompt

Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.

google-labs-code/stitch-skills · 41 tokens

prompt-engineer

Writes, refactors, and evaluates prompts for LLMs — generating optimized prompt templates, structured output schemas, evaluation rubrics, and test suites. Use when designing prompts for new LLM applications, refactoring existing prompts for better accuracy or token efficiency, implementing chain-of-thought or few-shot…

Jeffallan/claude-skills · 93 tokens

seedance-vocab-en

This skill should be used when an English Seedance 2.0 prompt needs clearer production wording, less generic prose, or precise vocabulary for camera, lighting, motion, VFX, audio, and constraints. Route blocked prompts through seedance-filter for context and boundary review.

Emily2040/seedance-2.0 · 61 tokens

ideogram4

Prompting patterns for Ideogram 4 text-to-image — best-in-class in-image text rendering and exact color/layout control via structured JSON captions. Use when generating images that need legible on-image text (title cards, thumbnails, logos, signage, CTAs), precise brand colors, or controlled spatial layout. Triggers…

digitalsamba/claude-code-video-toolkit · 99 tokens

nano-banana-pro-prompts-recommend-skill