Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.
Quick integration into your workflow with minimal setup
Active open-source community with continuous updates
MIT/Apache licensed for commercial and personal use
Customizable and extendable based on your needs
Download or copy the skill file from the source repository
Place the skill file in Claude's skills directory (usually ~/.claude/skills/）。
Restart Claude or run the reload command to load the skill
Tip: Read the documentation and code carefully before first use to understand functionality and permission requirements
All Skills from open-source community, preserving original authors' copyrights
mrgoonie__claudekit-skills/.claude/skills/debugging/systematic-debugging/skill.mdProven benefits and measurable impact
Generate comprehensive analysis reports in minutes instead of hours
Handle any scientific data format without compatibility concerns
Automatically detect data issues and ensure analysis reliability
Perfect for these scenarios
Analyze molecular structures, reactions, and properties in chemistry datasets
Process and evaluate microscopy images for biological research insights
Explore genomic and proteomic datasets for meaningful patterns
Examine spectral data for quality and interpretive analysis