Agent Debugger
Pinpoint and suggest fixes for agent logic errors using detailed analysis of past actions and outcomes.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add agent-debugger npx -- -y @trustedskills/agent-debugger
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"agent-debugger": {
"command": "npx",
"args": [
"-y",
"@trustedskills/agent-debugger"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The agent-debugger skill provides tools to diagnose and resolve issues within AI agents. It allows you to inspect an agent's internal state, trace its decision-making process, and identify potential errors or inefficiencies in its execution flow. This facilitates troubleshooting complex agent behaviors and improving overall performance.
When to use it
- Unexpected Agent Behavior: When your agent is producing results that deviate from the expected outcome.
- Debugging Complex Workflows: When an agent's task involves multiple steps, and you need to pinpoint where a failure occurs.
- Performance Optimization: To identify bottlenecks or inefficient operations within an agent’s execution.
- Understanding Agent Reasoning: When you want to understand why an agent made a specific decision.
Key capabilities
- Inspect internal state
- Trace decision-making process
- Identify errors and inefficiencies
- Diagnose issues within AI agents
Example prompts
- "Debug the last action my agent took."
- "Show me the internal variables before the agent selected tool X."
- "What was the reasoning behind the agent's choice to use this tool?"
Tips & gotchas
The agent-debugger skill requires access to the agent’s execution environment. Ensure your agent is configured to allow debugging requests for optimal functionality.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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