Agent Native Audit
Automatically generates detailed, structured audit trails of agent actions and decisions for transparency and debugging.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add agent-native-audit npx -- -y @trustedskills/agent-native-audit
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"agent-native-audit": {
"command": "npx",
"args": [
"-y",
"@trustedskills/agent-native-audit"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill enables AI agents to perform native audits, likely referring to examining and reporting on their own internal state or processes. It facilitates self-assessment and debugging within an agent's workflow. The purpose is to improve agent reliability and performance through introspection.
When to use it
- Debugging Agent Behavior: Identify why an agent isn’t completing tasks as expected by inspecting its steps.
- Performance Optimization: Analyze the efficiency of an agent's actions to pinpoint bottlenecks or areas for improvement.
- Monitoring Internal State: Track key metrics within an agent's execution to ensure it remains healthy and functioning correctly.
- Root Cause Analysis: Investigate unexpected errors by reviewing the agent’s decision-making process leading up to the issue.
Key capabilities
- Native auditing
- Self-assessment
- Debugging
- Performance analysis
Example prompts
- "Run a native audit of my last task execution."
- "Show me a performance report for the agent's decision-making process in the previous hour."
- "Audit the steps taken to complete [specific task]."
Tips & gotchas
The effectiveness of this skill depends on the agent’s internal logging and monitoring capabilities. Ensure your agent is configured to record sufficient data for meaningful audits.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.