Debug software, data, and infrastructure issues
debugskillsetup L3★0
vanducng/skills ↗What it does
Find root cause systematically across software, data, infra, analytics
Best for
Debugging across software/data/infra layers when the cause isn't obvious from symptoms alone
Inputs
- · Error description or issue statement
- · Error logs, test output, or incident description
Outputs
- · Root cause analysis
- · Verified fix
- · Layer-by-layer validation report
Requires
- · psql/bq (database)
- · kubectl/git (infrastructure)
- · CI logs via gh
- · dbt/Airflow CLIs (data)
Preconditions
- · Access to error logs and affected systems
Failure modes
- · No logs available
- · Multi-layer issue obscures root cause
Trust signals
- · Structured 4-layer methodology
- · Fresh evidence required before claiming done
- · Defense-in-depth validation