top 5 github repos by monthly star growth – july 2026:

– skills by emil kowalski is the fastest-growing repo in july – +469% growth. design rules that teach agents not to ship ugly interfaces. +18,756/month, 22.8k total

– omniroute – +26,276/month, 34.5k total. free mit ai gateway – one endpoint, 290+ providers, quota-aware auto-fallback, token compression. works with claude code, codex, cursor and more

– orca – +23,777/month, 33.3k total. fleet-based coding agent runner – bring your own subscription, run agents in parallel across desktop, mobile and vps

– opencut – +19,614/month, 79.9k total. open-source capcut alternative. full video editor in the browser

– strix – +18,792/month, 45.7k total. open-source ai penetration testing – multi-agent system across owasp top 10

what the july leaderboard says: stars are flowing into the operational layer – routing, parallel execution, quality control, security. the agent can write code, pass benchmarks, run pentests. but left alone, it breaks in production – and the repos growing fastest right now are the guardrails.