claim-risk-auditor

What This Skill Does

The claim-risk-auditor is an intelligent OpenClaw agent skill designed to audit text for high-risk assertions. It functions as a specialized editor that scans your copy, research papers, or promotional materials for absolute, unverified, or legally sensitive statements. By identifying potential "evidence gaps," the skill provides a critical layer of safety for your communications. Instead of just flagging errors, it offers actionable advice on how to rewrite problematic sentences to be more measured, accurate, and defensible.

Installation

To add this skill to your OpenClaw environment, use the following terminal command:

clawhub install openclaw/skills/skills/52yuanchangxing/claim-risk-auditor

Ensure that you have Node.js installed on your system, as the skill relies on internal scripts for clipboard interaction and text processing.

Use Cases

This skill is indispensable for professionals who need to maintain credibility and avoid legal liability. Common applications include:

• Marketing and Promotion: Reviewing product slogans and ad copy to ensure claims don't violate local advertising regulations regarding absolute statements (e.g., "the best," "100% effective").
• Academic Writing: Auditing thesis discussion sections to ensure conclusions are logically supported by the presented evidence and not overstated.
• Content Creation: Polishing scripts for直播 (live streaming) or training materials where factual accuracy is paramount to building audience trust.
• Risk Mitigation: Identifying potentially libelous or unsubstantiated claims in press releases before they reach the public.

Example Prompts

1. "I've copied my product landing page text to the clipboard. Please run the claim-risk-auditor and tell me if any of my marketing claims are likely to get us in trouble."
2. "Can you check the draft of my academic paper? I want to make sure my conclusions are cautious enough and don't make unsupported absolute assertions."
3. "Help me rewrite this brand story. Every time I make a bold claim that lacks evidence, point it out and suggest a more professional, nuanced version."

Tips & Limitations

• Context Matters: While the skill is excellent at identifying risks, it is a tool for support. Always verify the rewrite against your actual data or local laws.
• Nuance: Use the rewrite suggestions as starting points. If you have specific evidence supporting a claim, include that alongside your request for better results.
• Clipboard Usage: Since the skill reads your clipboard, ensure that you have copied the correct text snippet before triggering the audit.