Role Debugger
The Role Debugger analyzes your AI’s responses to identify and correct inconsistencies or deviations from its assigned role for improved performance.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add role-debugger npx -- -y @trustedskills/role-debugger
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"role-debugger": {
"command": "npx",
"args": [
"-y",
"@trustedskills/role-debugger"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The role-debugger skill helps diagnose and resolve issues within AI agents experiencing unexpected or incorrect behavior. It allows you to step through an agent's reasoning process, inspect internal state variables, and identify the root cause of errors in role execution. This facilitates iterative refinement and improved performance for complex agent workflows.
When to use it
- Unexpected Agent Behavior: When your AI agent consistently produces outputs that deviate from expectations or desired outcomes.
- Debugging Complex Roles: When an agent is using multiple roles, and you suspect a conflict or misinterpretation of instructions between them.
- Identifying State Errors: To pinpoint incorrect values in internal state variables that are impacting the agent’s decision-making process.
- Understanding Reasoning Chains: When you need to understand why an agent made a particular choice, especially in intricate scenarios.
Key capabilities
- Step through role execution.
- Inspect internal state variables.
- Identify root causes of errors.
- Diagnose issues within AI agents.
Example prompts
- "Debug the last turn of my agent’s conversation."
- "Show me the state variables before the 'summarize' role was executed."
- “Why did the agent choose action X instead of Y?”
Tips & gotchas
The skill requires access to the agent's internal logs and state data. Ensure your agent framework allows for this level of introspection for effective debugging.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.