Diagnose Generation Failure
Identifies root causes of failed content generation requests via Speakeasy API logs and error messages.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add diagnose-generation-failure npx -- -y @trustedskills/diagnose-generation-failure
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"diagnose-generation-failure": {
"command": "npx",
"args": [
"-y",
"@trustedskills/diagnose-generation-failure"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill helps identify the root cause of failures in AI agent generation processes. It analyzes error messages and logs to pinpoint issues like API rate limits, incorrect prompt formatting, or model errors. The goal is to provide actionable insights for resolving these failures and improving overall system reliability.
When to use it
- Debugging Generation Errors: When an AI agent consistently fails to generate output, this skill can help determine why.
- Analyzing API Issues: If you suspect rate limits or other API-related problems are causing generation failures.
- Troubleshooting Prompting Problems: To identify if issues with prompt structure or content are leading to errors.
- Improving System Reliability: Proactively diagnose potential failure points in your AI agent workflows.
Key capabilities
- Error message analysis
- Log file parsing
- API rate limit detection
- Prompt formatting error identification
- Model error diagnosis
Example prompts
- "Analyze this error message: '429 Too Many Requests'"
- "What's causing these generation failures in my agent’s logs?"
- "Can you identify any issues with the prompt format that might be causing errors?"
Tips & gotchas
This skill requires access to relevant error messages and log files from your AI agent system. Ensure sufficient logging is enabled to capture the necessary diagnostic information for accurate analysis.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.