Skill Types
9 use-case categories derived from production lessons scaling AI coding skills at Uber and Anthropic.
📖
Library & API Reference
521 skills
How to correctly use a library, CLI, or SDK
🧪
Product Verification
43 skills
Test and verify code is working
📊
Data Fetching & Analysis
63 skills
Connect to data/monitoring stacks, fetch logs, metrics
🔄
Business Process & Team Automation
78 skills
Automate repetitive workflows
🏗️
Code Scaffolding & Templates
209 skills
Generate framework boilerplate with org conventions
🔍
Code Quality & Review
77 skills
Enforce standards, adversarial review, style enforcement
🚀
CI/CD & Deployment
31 skills
Build, test, deploy pipelines
📋
Runbooks
15 skills
Symptom to investigation to structured report
⚙️
Infrastructure Operations
50 skills
Maintenance with guardrails
📦
Uncategorized
19 skills