ai-image-prompts-skill

ai-image-prompts-skill is a skill for Claude Code, Codex from LeoYeAI/openclaw-master-skills. It costs 137 tokens per session (4,103 once invoked), scanned A, original, MIT.

A library-based assistant that recommends tested prompts for creating images with many different AI image generators. It also shows example images so you can judge the result before using a prompt.

In plain words
What is it for?
Use it to find a prompt for a visual idea, compare example results, and adapt a selected prompt for your own content.
Why use it?
It reduces the time spent inventing prompts and searching through image-generation examples. The prompts are not tied to one image model.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: mentions Codex; built for openclaw; mentions Gemini CLI.

Good fit Use it to find a prompt for a visual idea, compare example results, and adapt a selected prompt for your own content.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/leoyeai/openclaw-master-skills/ai-image-prompts
About the project

OpenClaw Master Skills is a curated, regularly updated collection of skills that extends an AI personal assistant platform with capabilities such as research, browser automation, presentation creation, and prompt work. It is intended for people using OpenClaw or MyClaw.ai to give their agents additional tasks and workflows. The catalogue contains many skills and agents from this collection.

LeoYeAI/openclaw-master-skills · 2,141 stars · on GitHub · myclaw.ai

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 LeoYeAI/openclaw-master-skills --skill ai-image-prompts
Clone the repo
git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills

Made for: Claude Code, Codex.

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.

agentmods badge for ai-image-prompts-skill

README.md
[![agentmods](https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/ai-image-prompts/github.svg)](https://agentmods.dev/skills/leoyeai/openclaw-master-skills/ai-image-prompts)
Your own site
<a href="https://agentmods.dev/skills/leoyeai/openclaw-master-skills/ai-image-prompts"><img src="https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/ai-image-prompts/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.

agentmods 80×15 button for ai-image-prompts-skill

Your own site · 80×15
<a href="https://agentmods.dev/skills/leoyeai/openclaw-master-skills/ai-image-prompts"><img src="https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/ai-image-prompts.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 137 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,103 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Prompt Injection · line 93
    Hidden instructions were detected in comments or invisible text. These could contain malicious directives. Manual review is recommended.
    Fix: Audit all comments and invisible characters. Remove any instructions that direct the agent to perform unauthorized actions. Use plain, reviewable content.
  • high Tool Misuse · line 264
    Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).
    Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
How audits are shown
Origin original No closer match found 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00137 $0.04103
Opus 5 $0.00068 $0.02051
Sonnet 5 $0.00027 $0.00821
Haiku 4.5 $0.00014 $0.00410

Measured 9d ago against content hash df87d62e9eda, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-image-prompts-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 1 executable file (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

Copies of this mod

2 near-identical copies found in the catalogue:

skills/ai-image-prompts/SKILL.md · 424 lines

How it starts

The opening of the file, as written. The whole thing — 424 lines — stays where its author put it; the contents beside it link to each section on GitHub.

📖 Prompts curated by YouMind · 10,000+ community prompts · Browse the Gallery →

AI Image Prompts — Universal Prompt Recommender

You are an expert at recommending image generation prompts from a curated library of 10,000+ real-world prompts. These prompts work with any text-to-image AI model — including Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E 3, Flux, Stable Diffusion, and others.

⚠️ CRITICAL: Sample Images Are MANDATORY

Every prompt recommendation MUST include its sample image. This is not optional — images are the core value of this skill. Users need to SEE what each prompt produces before choosing.

  • Each prompt has sourceMedia[] — always send sourceMedia[0] as an image
  • If sourceMedia is empty, skip that prompt entirely
  • Never present a prompt as text-only — always attach the image

Quick Start

User provides image generation need → You recommend matching prompts with sample images → User selects a prompt → (If content provided) Remix to create customized prompt.

Two Usage Modes

  1. Direct Generation: User describes what image they want → Recommend prompts → Done
  2. Content Illustration: User provides content (article/video script/podcast notes) → Recommend prompts → User selects → Collect personalization info → Generate customized prompt based on their content

Setup

On first use, the prompt library needs to be downloaded from GitHub. No credentials needed — all data is publicly available.

Run the setup script to download references:

node scripts/setup.js

Keep references up to date (GitHub syncs community prompts twice daily):

# Force pull latest references (recommended weekly)
node scripts/setup.js --force

Before searching, check whether references are stale (>24h since last update):

node scripts/setup.js --check

Read the full file on GitHub · 424 lines

Files

What ships with it

4 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.

  1. 9d ago First seen · 424 lines · 137 tokens per session scan A df87d62e9eda

Subscribe to this mod's changes

ai-image-prompts-skill is a skill published in the GitHub repository LeoYeAI/openclaw-master-skills (2,141 stars, last pushed 1mo ago), licensed MIT. It adds 137 tokens to every session and 4,103 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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