Blog
What separates expert AI output from the generic kind. Performance data, integration guides, and industry perspectives.
The Prompt Quality Problem Nobody Talks About
Everyone talks about model quality. Nobody talks about prompt quality. But the prompt determines 80% of output quality.
How We Tune AI: From Generic to Expert in 6 Dimensions
The instrument is the same. But untuned, it sounds wrong. Here's what tuning AI actually means — and what it changes in your output.
Best Claude Skills for Legal and Compliance (2026)
The top-scored legal and compliance skills. Contract review, GDPR, employment law, audit — the expert in the room you can't afford to hire.
Best Claude Skills for Marketing Teams (2026)
The 12 highest-scored marketing and business skills. Strategy, content, analytics, growth — grouped by what you actually need.
Best Claude Skills for Software Engineers (2026)
The 12 highest-scored engineering skills on SupaSkills. Grouped by use case: code review, architecture, DevOps, testing, security.
What Happens When AI Skills Go Rogue
Unvetted system prompts can contain data exfiltration instructions, prompt injection, and credential harvesting. The ecosystem needs standards.
MCP in 30 Seconds: Expert Skills in Claude Code
Copy-paste the config. Load a skill. Ask a domain question. You're live in under 60 seconds.
The Hidden Cost of Bad AI Advice
Bad AI advice isn't free. It costs decisions. A wrong LTV:CAC calculation. A missed compliance deadline. A contract clause nobody flagged.
System Prompts Are the New Codebase
You version your code. You test your code. You review your code. Your system prompts get none of that. Here's why that's a problem.
10 Questions Where Generic AI Fails (And Expert AI Doesn't)
We tested 10 hard questions across legal, finance, security, and engineering. Generic Claude sounded confident. It was wrong.
How SupaScore Works: 6 Dimensions That Separate Good from Dangerous
What happens when you use an AI skill scored 62 versus one scored 87. The difference isn't academic — it's your next business decision.
Why Vanilla Claude Gets Contract Reviews Wrong
A SaaS contract review where generic AI missed three deal-breaking clauses. Here's what happened.