Skills wiki intro - mandatory workflows, search tool, brainstorming triggers
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
obra__superpowers-skills/skills/using-skills/skill.mdProven benefits and measurable impact
Quickly pinpoint model errors with visual explanations, speeding up iteration cycles.
Clear visual explanations help non-experts grasp model behavior, speeding approvals.
Auto-generate audit trails for model decisions, easing regulatory reporting burdens.
Perfect for these scenarios
Explain why a healthcare AI model predicted a disease, aiding trust and transparency.
Break down loan approval decisions to ensure fairness and regulatory compliance.
Identify which features triggered fraud alerts to refine models and reduce false positives.
Analyze recruitment models to detect and mitigate demographic biases in candidate scoring.