A professional auditing skill that identifies high-risk claims in text and provides safer, evidence-backed rewrites.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install claim-risk-auditor
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install claim-risk-auditor using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Claim Risk Auditor?
The Claim Risk Auditor is a specialized tool designed to enhance the credibility and safety of your written content. By analyzing marketing copy, brand introductions, and academic papers, this skill identifies absolute expressions and exaggerated claims that could lead to legal risks or reputational damage. It serves as an essential layer of quality control for creators who need to ensure their messaging is defensible and professional.
Built to integrate seamlessly with Openclaw Skills, this auditor automates the review process by fetching content directly from your clipboard. It doesn't just point out errors; it synthesizes the core value of your message and offers nuanced alternatives that maintain impact while minimizing risk. This makes it an invaluable asset for anyone from digital marketers to academic researchers.
Claim Risk Auditor Use Cases
- Reviewing product marketing copy to ensure compliance with advertising standards.
- Analyzing brand introductions and investment pitches for unsubstantiated claims.
- Refining academic discussions to remove overreaching conclusions or absolute language.
- Auditing live streaming scripts and promotional materials to prevent verbal inaccuracies.
- Identifying missing evidence in training manuals and educational content.
How Claim Risk Auditor Works
- The user initiates the audit by asking the agent to check content for risks or evidence gaps.
- The skill utilizes a Node.js script to read the current text from the system clipboard.
- The AI agent analyzes the retrieved text against safety and credibility heuristics.
- High-risk assertions are flagged, and specific evidence gaps are documented.
- The skill provides a report containing the original text alongside suggested safer rewrites.
Claim Risk Auditor Setup
To use this skill within the Openclaw Skills environment, ensure you have Node.js and the pbpaste utility (standard on macOS) installed.
# Ensure node is available
node -v
# The skill executes via the clipboard script
node scripts/read_clipboard.mjs
Claim Risk Auditor Data Schema & Taxonomy
| Data Point | Description |
|---|---|
| Source Text | Raw content retrieved from the system clipboard via pbpaste |
| Risk Assessment | Classification of claims based on potential for being overturned or challenged |
| Evidence Mapping | Identification of specific areas where citations or data support are missing |
| Rewrite Suggestions | Optimized text blocks featuring moderated language and professional terminology |
Claim Risk Auditor Advanced Features
- Direct clipboard integration for rapid workflow execution without manual file loading.
- Context-aware auditing that distinguishes between the high-energy needs of marketing and the precision of academic writing.
- Integration with Openclaw Skills for multi-agent workflows where text is audited immediately after generation.
- Automated identification of absolute terminology that often triggers legal or peer-review red flags.
SKILL.md
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