A pre-publish compliance tool designed to audit video scripts and content for monetization risks, policy violations, and advertiser safety.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install creator-monetization-risk-checker
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 creator-monetization-risk-checker 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 Creator Monetization Risk Checker?
The Creator Monetization Risk Checker is a specialized auditing tool designed to protect digital creators from demonetization and distribution penalties. By analyzing scripts, captions, and product claims before they go live, this skill provides a detailed safety profile based on current platform policies and advertiser-friendliness standards. It is an essential addition to any workflow utilizing Openclaw Skills for content creation.
This skill bridges the gap between creative expression and platform compliance. It identifies sensitive wording, misleading claims, and originality signals, offering creators a clear path to safer content without sacrificing their original intent. Whether you are managing a single channel or a large content house, this tool ensures your output remains sustainable and profitable.
Creator Monetization Risk Checker Use Cases
- Pre-filming script audits to identify potential monetization flags.
- Policy-risk triage for content involving sensitive or controversial topics.
- Advertiser-friendliness checks for sponsored posts and product claim language.
- Rapid rewriting of high-risk hooks and thumbnails to improve distribution.
- Quality assurance for automated content pipelines using Openclaw Skills.
How Creator Monetization Risk Checker Works
- The skill parses the draft content, including the script, title, hook, and specific product claims.
- It scores four key risk categories (policy, originality, misleading claims, and brand suitability) on a scale of 1 to 5.
- A verdict is generated: Green (publish), Yellow (revise), or Red (high risk/rework) based on the aggregate scores.
- For any flagged items, the tool provides specific mitigation edits, problem line identifications, and safer rewrites.
- It outputs the top three highest-impact fixes and a revised, publish-ready version of the content.
Creator Monetization Risk Checker Setup
To activate this skill within your environment, ensure your agent configuration includes the monetization risk parameters found in the Openclaw Skills repository.
# Example integration step
openclaw install creator-monetization-risk-checker
Users should provide the draft script and platform context (e.g., YouTube Shorts, TikTok, Reels) to the agent to begin the audit.
Creator Monetization Risk Checker Data Schema & Taxonomy
The skill organizes its audit data into a structured format for easy review:
| Data Point | Description | Format |
|---|---|---|
| Risk Score | Numeric value from 1 (Safe) to 5 (High Risk) | Integer |
| Verdict | Color-coded status based on risk scores | String (Green/Yellow/Red) |
| Mitigation | Specific text replacements for risky segments | String |
| Confidence | The AI's certainty regarding the policy violation | Percentage |
| Originality Signal | Assessment of content reuse or repetition | Scale 1-5 |
Creator Monetization Risk Checker Advanced Features
- Multi-platform context awareness for tailored policy checks.
- Automated high-impact fix prioritization to streamline the editing process.
- Seamless handoff capabilities to publishing workflows once a Green verdict is reached.
- Policy-evasion protection to ensure all suggestions remain within ethical and legal boundaries.
- Integration support for multi-agent Openclaw Skills environments where content is generated and audited in parallel.
SKILL.md
Loading
Related Openclaw Skills
Tavily Research Pro
A professional-grade AI research engine providing structured information gathering and semantic analysis.
News Fact-Check Assistant
A comprehensive framework for verifying news claims, evaluating source reliability, and identifying misinformation through multi-source cross-referencing.
WeChat Group Q&A Extractor
A specialized automation tool that extracts student questions from Enterprise WeChat groups and organizes them into structured tables by course stage.
Openclaw Safe Guard
A security-focused static analysis tool designed to audit permissions and detect vulnerabilities within your Openclaw Skills.
RDK X5 Media Support
A comprehensive multimedia toolkit for the RDK X5 platform enabling advanced audio, video, and display configuration.
Advanced Dispatcher
An intelligent routing engine that dispatches specialized tasks to optimized AI models while maintaining a stable main session.
Featured*
