Agentic Layer Audit
Melodic Software's agentic-layer-audit analyzes agent workflows to identify inefficiencies, errors, and optimization opportunities.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add agentic-layer-audit npx -- -y @trustedskills/agentic-layer-audit
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"agentic-layer-audit": {
"command": "npx",
"args": [
"-y",
"@trustedskills/agentic-layer-audit"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows an AI agent to perform a detailed audit of its own execution layers, identifying potential bottlenecks and inefficiencies. It can analyze the sequence of actions taken, resource utilization during each step, and overall time spent in different phases. The resulting analysis helps optimize agent performance and improve task completion rates.
When to use it
- Debugging slow agents: Use this skill when an agent is taking longer than expected to complete tasks.
- Optimizing complex workflows: When dealing with multi-step processes, identify which layers contribute most to overall execution time.
- Resource constraint environments: Analyze resource usage (memory, API calls) to ensure the agent operates efficiently within limited resources.
- Improving reliability: Pinpoint potential failure points by examining layer interactions and dependencies.
Key capabilities
- Execution Layer Analysis
- Resource Utilization Tracking
- Bottleneck Identification
- Performance Reporting
Example prompts
- "Audit my last task execution, focusing on API call times."
- "Show me a breakdown of resource usage for the 'data extraction' layer."
- "Analyze the sequence of actions and identify any potential delays."
Tips & gotchas
The skill requires access to agent execution logs. Ensure proper logging is enabled before using this audit functionality for accurate results.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.