Scored roundups of the best AI coding skills by domain — React, TypeScript, SQL, DevOps, security and more. Every skill installed and read in full before scoring.
Install counts measure marketing, not quality. Each roundup in this series starts by installing every candidate skill in a domain, reading every file in every archive, and scoring them on a fixed rubric — instruction depth, file organization, language specificity, coverage breadth and practical usability — before naming a top five.
The pattern that shows up across domains: thin skills wrap the official documentation in a single Markdown file, while the ones worth installing encode the decision rules an experienced engineer carries in their head — when to reach for a pattern, not just what the pattern is. The reviews quote the files directly so you can judge that for yourself.
20 articles in this guide
We compared four ways to distribute and monetize AI agent skills — SkillSafe, skills.sh, plain GitHub, and generic digital marketplaces — on distribution, security, payments, and who can actually use what you ship.
Top 5 DevOps CI/CD skills from our scored review — Docker security playbooks, Argo Rollouts canary configs, and a production-ready blue-green script.
Top 5 AI/ML development skills from our scored review — RAG architectures, prompt engineering patterns, LLM debugging frameworks, and production guidance.
We installed and scored 15 CSS and design skills. These 5 stood out — from fluid typography cookbooks to a 99-rule UX checklist with a built-in CLI.
We installed and scored 10 data analysis skills. These 5 stood out — from a chart-selection encyclopedia to a three-script CSV profiling toolkit.
We installed and scored 11 systems programming skills. These 5 stood out — from Apollo's 2,400-line Rust handbook to production Go concurrency patterns.
Top 5 cloud infrastructure skills from our scored review — Terraform state migrations, Cloudflare anti-pattern catalogs, and 4,000+ lines of guidance.
Top 5 Next.js AI skills from our scored review — including an eval-proven bundle that raised pass rates from 32% to 78% and a 50-line upgrade assistant.
We installed and scored 8 git workflow skills. These 5 stood out — with rebase playbooks, branch cleanup safety gates, and changelog automation pipelines.
Top 5 API development skills from our scored review — a 25-file multi-framework implementation guide and an RFC 9457 error system with agent extensions.
Top 5 security auditing skills from our scored review — 146 vulnerability vectors, 11 footgun databases, and a real-time GitHub supply chain auditor.
We installed and scored 13 database skills. These 5 stood out — with 3,000+ lines of Postgres rules, query optimization patterns, and migration playbooks.
Top 5 TypeScript AI skills from our scored review — a 14-file type system encyclopedia and a spec-to-types converter that writes type guards for you.
Top 5 documentation AI skills from our scored review — structured co-authoring workflows, 885-line reference templates, and ready-to-use README frameworks.
We installed and scored 11 performance skills. These 5 stood out — with 11,000+ lines of profiling rules, optimization patterns, and benchmarking workflows.
We installed and scored 14 refactoring skills. These 5 stood out — with safety checklists, complexity scoring systems, and 2,900+ lines of refactoring patterns.
We installed and scored 23 code review skills. These 5 stood out — with real checklists, multi-agent workflows, and 1,500+ lines of review patterns.
We installed and scored 17 React skills. These 5 earned their spot — from Vercel's 20-file Next.js encyclopedia to a typed state management cookbook.
We installed and scored 18 testing skills. These 5 earned their spot — from a 61-file Playwright encyclopedia to strict TDD enforcement.
We installed and scored 20 Python skills. These 5 deliver — from 736 lines of async patterns to Sentry's zero-false-positive Django auditor.