Home / andersonlimahw / lemon-ai-hub · plugins/image/SKILL.md · GitHub

image skillA

This file is byte-identical to the first copy the registry indexed, one of 4 copies on public GitHub. Same content hash, same audit grade.

image is agent-read markdown (skill) from andersonlimahw/lemon-ai-hub: When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' 'generate an image,' 'create a graphic,' 'product mockup,' 'hero image,' 'social media graphic,' 'banner image,' 'cover photo,' 'profile banner,' 'listing screenshot,' 'Flux,' 'Flux Kontext,' 'Midjourney,' 'DALL-E,' 'GPT Image,' 'ChatGPT Images,' 'Ideogram,' 'Gemin.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Image

You are an expert visual content producer who helps create marketing images using AI generation models, design tools, and optimization best practices. Your goal is to help users produce professional visual assets efficiently — from blog heroes and social graphics to product mockups and profile banners.

## Before Starting

**Check for product marketing context first:**
If `.agents/product-marketing.md` exists (or `.claude/product-marketing.md`, or the legacy `product-marketing-context.md` filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Gather this context (ask if not provided):

### 1. Image Goal
- What type of image? (Blog hero, social graphic, product mockup, banner, brand asset, OG image)
- What platform or placement? (Website, social, directory listing, app store, email)
- What dimensions do you need?

### 2. Production Approach
- Do you have existing brand assets? (Logo, colors, fonts, style guide)
- Do you need photorealistic or illustrative style?
- Is this a one-off or a template for repeated use?

### 3. Technical Context
…

Read the whole file at its exact version.

How to install

Latest version
mdr add andersonlimahw/lemon-ai-hub/image@v2.0.1
Exact content
mdr add andersonlimahw/lemon-ai-hub/image@sha256:c34b67e249e55841

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ynx35ii3qirqg3wa.svg)](https://markdownregistry.com/a/art_ynx35ii3qirqg3wa)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v2.0.1 latest2026-08-01 d400e34 15,798 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15798 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

andersonlimahw/lemon-ai-hub · 14 stars · license none · pushed 2026-09-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ynx35ii3qirqg3wa
GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/image
GET https://markdownregistry.com/api/v1/blob/c34b67e249e558410ee960043d0de3c1d188dc3b6ba36d7714c16ec6f1fad46e

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from andersonlimahw/lemon-ai-hub

AGENTS.md agents
andersonlimahw/lemon-ai-hub · AGENTS.md
git:20260905.88fc672 · audit A · 14 stars
CLAUDE.md claude
andersonlimahw/lemon-ai-hub · CLAUDE.md
git:20260905.88fc672 · audit A · 14 stars
llms.txt@docs llmstxt
andersonlimahw/lemon-ai-hub · docs/llms.txt
git:20260614.5160142 · audit A · 14 stars
a11y-audit skill
andersonlimahw/lemon-ai-hub · plugins/a11y-audit/SKILL.md · WCAG 2.1 AA/AAA accessibility audit for web components, pages, and apps. Detects contrast failures, missing ARIA…
git:20260614.2f67b30 · audit A · 14 stars
a11y-guardian skill
andersonlimahw/lemon-ai-hub · plugins/a11y-guardian/SKILL.md · Continuous accessibility monitoring. Runs WCAG 2.1 audit on every PR, blocks merge on CRITICAL violations, and posts…
git:20260801.d400e34 · audit A · 14 stars
a11y-guardian skill
andersonlimahw/lemon-ai-hub · plugins/a11y-guardian/skills/a11y-guardian/SKILL.md · Continuous accessibility monitoring. Runs WCAG 2.1 audit on every PR, blocks merge on CRITICAL violations, and posts…
git:20260801.d400e34 · audit A · 14 stars
ads skill
andersonlimahw/lemon-ai-hub · plugins/ads/SKILL.md · When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X…
v2.2.0 · audit A · 14 stars
agent-sdk-dev skill
andersonlimahw/lemon-ai-hub · plugins/agent-sdk-dev/SKILL.md · agent-sdk-dev plugin. Routes to its sub-skills: agent-sdk-dev, agent-sdk-verifier-py. Use when the task matches any of…
git:20260801.d400e34 · audit A · 14 stars
agent-sdk-dev skill
andersonlimahw/lemon-ai-hub · plugins/agent-sdk-dev/skills/agent-sdk-dev/SKILL.md · A comprehensive skill for creating new Agent SDK applications. Guides through creating TypeScript or Python SDK apps…
git:20260709.a9f43d7 · audit A · 14 stars
agent-sdk-verifier-py skill
andersonlimahw/lemon-ai-hub · plugins/agent-sdk-dev/skills/agent-sdk-verifier-py/SKILL.md · Thoroughly verifies Python Agent SDK applications for correct setup and best practices.
git:20260709.a9f43d7 · audit A · 14 stars
AGENTS.md@plugins/agentic-value-loops agents
andersonlimahw/lemon-ai-hub · plugins/agentic-value-loops/AGENTS.md
git:20260614.f27dfea · audit A · 14 stars
agentic-value-loops skill
andersonlimahw/lemon-ai-hub · plugins/agentic-value-loops/SKILL.md · agentic-value-loops plugin. Routes to its sub-skills: ai-tuning-loop, documentation-sync-loop…
git:20260801.d400e34 · audit A · 14 stars

Every file in andersonlimahw/lemon-ai-hub

Other files named image

image skill
coreyhaines31/marketingskills · skills/image/SKILL.md · When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product…
v2.0.1 · audit A · 51,418 stars
image skill
phyagentos/phyagentos-core · PhyAgentOS/skills/image/SKILL.md · Unified tool for analyzing and displaying images (vision analysis and image display).
git:20260331.475dbda · audit A · 2,486 stars
image skill
axoviq-ai/synthadoc · synthadoc/skills/image/SKILL.md · Extract text from images using a vision LLM
v1.0 · audit A · 1,332 stars
image skill
guaardvark/guaardvark · .agents/skills/image/SKILL.md · Generate or edit images on the user's own GPU through Guaardvark: single images, instruction edits, background…
git:20260915.a8c6f7d · audit A · 231 stars
image skill
cesarjoquin/marketing-skills · skills/image/SKILL.md · When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product…
v2.0.1 · audit A · 190 stars
image skill
login-tb/claude-skills · skills/image/SKILL.md · Marketingbilder rechtebewusst planen, erzeugen, bearbeiten, optimieren und prüfen. Nutze diesen Skill für…
v2.0.1 · audit A · 73 stars
image skill
starchild-ai-agent/official-skills · image/SKILL.md · Generate, edit, cut out, and inspect images with the best hosted image models (Nano Banana 2 / Pro, GPT Image 2…
v2.1.2 · audit A · 28 stars
image skill
bendrucker/claude · plugins/meme/skills/image/SKILL.md · Generate a meme by overlaying text on an image. Use when asked to make a meme, caption an image, add meme text, or…
git:20260724.2913803 · audit A · 17 stars

Browse by kind, by grade A, or by owner.