Dev.to
6/15/2026

The most popular AI coding skills right now
Short summary
Agent skills (SKILL.md files) are GitHub's fastest-growing dev tool category, with popular options including Superpowers (full SDD methodology), Karpathy's rules (behavioral guidelines), and Matt Pocock's composable skills. Each approach trades off process control vs. ease; the author recommends trying one to match your workflow preference and token budget. Installation varies by agent platform and includes curl, npm, and official plugin marketplaces.
- •Agent skills (SKILL.md format) are the fastest-growing category of developer tooling, with repos gaining 100K+ stars
- •Major options: Superpowers (full SDD), Karpathy rules (simple behavioral), Matt Pocock (composable), GStack (role-based)
- •Choice depends on control preference; each tool has different installation paths (curl, npm, plugin marketplace)
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



