Attribution Engine

What This Skill Does

The Attribution Engine is an OpenClaw agent skill designed to assist content creators in navigating the increasingly complex landscape of digital rights, disclosures, and platform-specific attribution requirements. Rather than providing legal advice, this skill acts as a formatting and organizational layer that ensures your content meets the metadata expectations of modern social platforms. It helps you distinguish between human-authored, AI-assisted, and fully synthetic content, ensuring that your work is correctly labeled to maintain reach and platform trust. The engine identifies commercial relationships, such as sponsorships or gifted products, and reminds you to utilize native branded content tools rather than relying solely on hashtags.

Installation

To add this skill to your OpenClaw agent, execute the following command in your terminal or command interface:

clawhub install openclaw/skills/skills/otherpowers/attribution-engine

Ensure your OpenClaw environment is updated to the latest version to maintain compatibility with the most recent platform guidance updates.

Use Cases

• Pre-Publishing Review: Checking a caption or post metadata for required disclosures before hitting publish.
• Commercial Disclosure Management: Identifying when a collaboration requires a native platform disclosure tool versus a simple mention.
• AI Transparency: Accurately distinguishing between AI-generated media and human-authored work to avoid platform 'low-effort' penalties or over-labeling.
• Collaborator Credit: Structuring complex multi-creator credits for music, visual assets, and brand partners in a standardized format.

Example Prompts

1. "I am posting a video that uses AI-assisted color grading but was filmed entirely by me. How should I disclose this to meet platform standards without flagging it as low-effort?"
2. "I have a partnership with a clothing brand where they sent me items for free. What disclosure steps should I take beyond just using the #ad hashtag?"
3. "Help me draft an attribution block for my video that credits the performer, the music producer, and the creative director in a format suitable for the description box."

Tips & Limitations

• Not Legal Advice: Always consult with your own legal counsel regarding specific contractual obligations for sponsorships.
• Platform Specificity: Rules change frequently. This skill relies on publicly available guidance, so verify against the latest platform help centers.
• Precision Matters: Be specific about your workflow. The more detail you provide about your use of AI, the more accurate the engine's suggestion will be in preserving your 'human-authored' status.