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ai content disclosure
by AgentHouse
Classify AI content and apply official EU AI Act Article 50 disclosure labels to images programmatically.
Free
See it in action
You say
Assess image.jpg. It is a human photo where I used AI to change the background to a fictional cityscape. Determine the EU AI Act disclosure status and apply the correct icon.
Your agent does
Classification: Partially AI-Modified Status: Required under Article 50(4) (Deepfake/Modified content) Action: Applied 'Partially AI-Modified' white 50% icon to bottom-right corner via apply_disclosure.py. Output: image_disclosed.jpg Alt-text: Content partially modified using AI.
About this skill
The problem
Developers and publishers struggle to meet the transparency requirements of Article 50 of the EU AI Act. Manually determining if a label is legally required or voluntary is error-prone, and inconsistent icon placement risks non-compliance.
What it does
- Classifies media as Fully AI-Generated, Partially AI-Modified, or AI-assisted based on Article 50 criteria.
- Determines disclosure status, distinguishing between mandatory legal requirements and recommended transparency practices.
- Selects the official EU AI icon variant with appropriate contrast and accessibility text.
- Applies icons to raster images using deterministic Python or Node.js scripts to ensure placement consistency.
- Generates structured manifests recording classification, placement, and compliance reasoning.
Frameworks & tools
Python, Node.js, SVG/PNG assets, and Article 50 decision guides.
Why this beats prompting it yourself
This skill moves beyond vague AI labelling by enforcing official EU terminology and deterministic image processing. It prevents the common hallucination of "approximate" icons by forcing the use of validated assets and specific placement logic.
Use cases
- Automating AI disclosure for high-volume image generation pipelines.
- Assessing deepfake risks and public interest exceptions for media outlets.
- Standardizing internal compliance workflows for AI-modified marketing assets.
- Adding accessible alt-text and machine-readable metadata to synthetic media.
Known limitations
Does not provide legal advice or guarantee compliance. Deterministic scripts are required for precise icon placement to avoid model-generated distortion.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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