An automated compliance and ethics auditing engine designed to help AI agents make safe and legal decisions in complex scenarios.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install claw-ethics-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 claw-ethics-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 Claw Ethics Checker?
The Claw Ethics Checker is a specialized tool designed to evaluate the legality and ethical implications of tasks requested of AI assistants. By cross-referencing legal databases and applying ethical impact frameworks, it helps developers ensure their AI agents operate within safe, compliant boundaries. This is a vital addition to your collection of Openclaw Skills, providing a robust layer of governance for complex automation scenarios and ensuring that AI behavior aligns with core values of privacy and non-maleficence.
Built for the modern AI ecosystem, it offers a structured approach to risk management. Whether you are dealing with web scraping, data processing, or automated interactions, this skill provides the necessary checks and balances to mitigate liability and maintain ethical standards in autonomous operations.
Claw Ethics Checker Use Cases
- Automatically screening incoming AI task requests for legal compliance.
- Providing rapid risk assessment for human operators overseeing autonomous agents.
- Auditing historical AI decision logs for compliance team reviews and governance.
- Enhancing the ethical decision-making capabilities of newly deployed AI assistants during training.
How Claw Ethics Checker Works
- The skill intercepts a task request containing description, client info, and methods.
- It performs a legal compliance check against integrated regulatory databases.
- It conducts an ethical impact assessment to evaluate potential consequences for all involved parties.
- The task is categorized into a risk level (Low, Medium, or High) based on predefined thresholds.
- The system generates actionable recommendations or suggests alternative compliant paths.
- All decisions and the underlying logic are logged for full transparency and auditing.
Claw Ethics Checker Setup
You can install this skill through the hub or via manual setup:
# Install via ClawdHub
clawdhub install claw-ethics-checker
# Manual installation
mkdir -p ~/.openclaw/skills/claw-ethics-checker
cp -r ./* ~/.openclaw/skills/claw-ethics-checker/
Add the configuration to your OpenClaw settings file:
skills:
claw-ethics-checker:
enabled: true
risk_threshold: medium
require_human_review: true
log_decisions: true
Claw Ethics Checker Data Schema & Taxonomy
The skill organizes its analysis output and configuration metadata using the following structure:
| Property | Description | Type |
|---|---|---|
| risk_level | The categorized risk level (Low, Medium, High) | String |
| recommendation | Human-readable advice or alternative suggestions | String |
| needs_human_review | Boolean flag indicating if manual intervention is required | Boolean |
| decision_log | Detailed JSON record of the analysis process | Object |
Claw Ethics Checker Advanced Features
- Custom risk threshold configuration (low/medium/high) to match specific organizational tolerance.
- Automated human-in-the-loop (HITL) triggers for any high-risk task detection.
- Comprehensive Python API for deep integration into custom developer agentic workflows.
- Enterprise-grade auditing logs and multi-tier support for team-based collaboration.
SKILL.md
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