Agent Observability
Visualize agent activity, resource usage, and error rates to proactively identify and resolve operational bottlenecks.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add agent-observability npx -- -y @trustedskills/agent-observability
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"agent-observability": {
"command": "npx",
"args": [
"-y",
"@trustedskills/agent-observability"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The agent-observability skill provides insights into the execution and behavior of AI agents. It allows you to track agent actions, resource usage (like API calls), and potential errors in real time. This capability enables debugging, performance optimization, and improved understanding of how your agents are interacting with systems.
When to use it
- Debugging Agent Behavior: Investigate unexpected outcomes or errors by tracing the sequence of actions taken by an agent.
- Monitoring Resource Consumption: Track API call frequency and costs associated with an agent's operations.
- Performance Optimization: Identify bottlenecks in agent workflows and optimize for speed and efficiency.
- Security Auditing: Review agent activity to ensure compliance with security policies and detect potential misuse.
Key capabilities
- Real-time action tracking
- Resource usage monitoring (API calls)
- Error logging and reporting
Example prompts
- "Show me the last 10 actions taken by agent X."
- "How many API calls did agent Y make to service Z in the last hour?"
- "List all errors logged by agent A today."
Tips & gotchas
The skill requires access to agent execution logs and potentially API usage data. Ensure appropriate permissions are configured for the AI agent to collect and report this information.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.