An automated auditing tool that tracks AI skill usage and enforces mandatory compliance rules.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-usage-tracker
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 skill-usage-tracker 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 Skill Usage Tracker?
The Skill Usage Tracker is a specialized governance utility designed to monitor the behavior of AI agents in real-time. It ensures that every interaction adheres to predefined protocols by cross-referencing agent actions against mandatory rule files. As a vital component for maintaining system integrity within Openclaw Skills, this tool provides the transparency needed to manage complex automated workflows. By auditing every response, it helps developers maintain high standards of operational safety and prevents deviations from established guidelines.
Skill Usage Tracker Use Cases
- Enforcing compliance with organizational AI safety and style guidelines.
- Auditing AI agent responses for quality assurance and procedural accuracy.
- Generating daily activity logs to monitor resource utilization and performance metrics.
- Automatically identifying and logging rule violations for debugging and agent refinement.
How Skill Usage Tracker Works
- The skill initializes by parsing configuration data from the SKILL_USAGE_RULES.md file.
- After every agent response, the tracker intercepts the output to evaluate it against the defined mandatory rules.
- If a violation is detected, the incident is immediately recorded in the skill_violations.log file for audit purposes.
- The system aggregates usage data to generate comprehensive daily reports for administrative review.
Skill Usage Tracker Setup
To activate the tracker within your environment, ensure the configuration file is present in your project root to be picked up by Openclaw Skills.
# Create the mandatory rules file
touch SKILL_USAGE_RULES.md
# Define your specific compliance rules within SKILL_USAGE_RULES.md
Skill Usage Tracker Data Schema & Taxonomy
The Skill Usage Tracker organizes its auditing data and configuration through the following schema:
| File Name | Description | Data Type |
|---|---|---|
| SKILL_USAGE_RULES.md | Stores the mandatory rules and compliance logic. | Markdown |
| skill_violations.log | An append-only log recording every instance of non-compliance. | Text/Log |
| Daily Usage Report | Automated summaries of performance and usage statistics. | Markdown |
Skill Usage Tracker Advanced Features
- Real-time violation detection and automated background logging.
- Seamless integration with existing Openclaw Skills logic for passive monitoring.
- Customizable rule sets defined via standardized markdown configuration.
- Automated daily reporting cycles for long-term trend analysis and auditing.
SKILL.md
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