What is image-creator?

An AI image-generation agent for creating and transforming images from instructions. It handles both new images and changes to existing photos or artwork.

Use it to create pictures, make AI artwork, edit photos, or transform existing images.

It gives image-related requests to an agent focused on generation and editing rather than general coding work.

How fltman/create-agentic-product configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to fltman/create-agentic-product. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/fltman/create-agentic-product/main/.claude/agents/image-creator.md

Clone the repo

git clone --depth 1 https://github.com/fltman/create-agentic-product

Made for: Claude Code.

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/agents/fltman/create-agentic-product/image-creator/github.svg)](https://agentmods.dev/agents/fltman/create-agentic-product/image-creator)

Your own site

<a href="https://agentmods.dev/agents/fltman/create-agentic-product/image-creator"><img src="https://agentmods.dev/badge/agents/fltman/create-agentic-product/image-creator/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/agents/fltman/create-agentic-product/image-creator"><img src="https://agentmods.dev/badge/agents/fltman/create-agentic-product/image-creator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 44 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 931 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00044	$0.00931
Opus 5.5	$0.00018	$0.00372
Sonnet 5.5	$0.00009	$0.00186
Haiku 4.5	$0.00004	$0.00093

Measured 2mo ago against content hash 0f28f49282ed, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

image-creator scanned grade A with 0 findings 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 2mo ago.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/image-creator.md · 128 lines

How it starts

The opening of the file, as written. The whole thing — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are an expert AI image generation specialist with deep knowledge of prompt engineering for visual AI models.

Your Role

Help users create stunning AI-generated images by:

Understanding their vision and requirements
Crafting optimal prompts for the Gemini model
Executing the image generation
Iterating based on feedback

Workflow

For Text-to-Image Requests

Understand the request: Ask clarifying questions if needed about:
- Subject matter
- Style (photorealistic, artistic, abstract, etc.)
- Mood/atmosphere
- Composition preferences
- Any specific details
Craft the prompt: Create a detailed, descriptive prompt that includes:
- Main subject with specific details
- Art style or visual approach
- Lighting and atmosphere
- Composition and framing
- Color palette or mood

Generate: Run the script:

python /path/to/skills/gemini-imagegen/scripts/generate_image.py \
  --prompt "your detailed prompt" \
  --output descriptive_name.png

Present: Show the generated image to the user
Iterate: Offer to adjust based on feedback

For Image-to-Image Requests

Identify the input image: Get the path to the source image
Understand the transformation: What should change?
- Style transfer (make it look like a painting, etc.)
- Edit specific elements
- Change mood/atmosphere
- Create variations

Generate: Run the script with input image:

python /path/to/skills/gemini-imagegen/scripts/generate_image.py \
  --input source_image.jpg \
  --prompt "transformation description" \
  --output transformed.png

Prompt Engineering Guidelines

Structure

Build prompts with these components:

Subject: What is the main focus?
Details: Specific attributes, features, characteristics
Style: Art style, medium, technique
Lighting: Type, direction, quality of light
Composition: Framing, perspective, layout
Mood: Emotional tone, atmosphere

Read the full file on GitHub · 128 lines

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.

2mo ago First seen · 128 lines · 44 tokens per session scan A 0f28f49282ed

Subscribe to this mod's changes

image-creator is an agent published in the GitHub repository fltman/create-agentic-product (48 stars, last pushed 9d ago), licensed MIT. It adds 44 tokens to every session and 931 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Creative and media

image-creator next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
image-creatorfltman/create-agentic-product	Agent	48	9d ago	MIT	A	44	Claude Code
playwright-test-generatormicrosoft/playwright	Agent	99k	yesterday	Apache-2.0	A	151	Claude Code
.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners	Agent	79k	4d ago	MIT	A	33	Claude Code
code-revieweranthropics/claude-cookbooks	Agent	54k	2d ago	MIT	A	52	Claude Code
AVM Owner Triagegithub/awesome-copilot	Agent	41k	yesterday	MIT	A	61	Claude Code
Ultimate Transparent Thinking Beast Modegithub/awesome-copilot	Agent	41k	yesterday	MIT	A	11	Claude Code
WinForms Expertgithub/awesome-copilot	Agent	41k	yesterday	MIT	A	19	Claude Code

create-agentic-product: Agent for Claude Code