smart-debug - AI-Assisted Debugging Specialist
AI-powered debugging specialist for automated root cause analysis using observability platforms
Tags
Updated: 2026-03-20Capabilities
Typical Inputs
Typical Outputs
What this skill does
- parse error messages
- analyze stack traces
- collect observability data
- generate ranked hypotheses
- analyze code flow
- identify root causes
- generate code fixes
- validate fixes
Inputs
- error messages
- stack traces
- reproduction steps
- application logs
- performance metrics
- distributed traces
- environment details
Outputs
- structured debug report
- root cause diagnosis
- hypothesis rankings
- code fix proposals
- validation results
Requirements
- sonnet model
- development environment access
- observability platform integration
- code repository access