Write AI workflows in plain English markdown that run as GitHub Actions - no YAML wrestling, just natural language instructions that become automated repository tasks

Tired of wrestling with YAML syntax every time you want to automate something in your repo? GitHub’s official gh-aw extension lets you write workflows in plain English markdown that magically transform into working GitHub Actions. Instead of memorizing action syntax and debugging indentation errors, you just describe what you want: “When a PR is opened, check code quality and summarize changes” - and the AI figures out the implementation.

What sets this apart is the security-first approach with multiple guardrails: workflows run read-only by default, operations are sandboxed, and there are human approval gates for sensitive changes. The system supports various AI models (Claude, Copilot, etc.) and includes supply chain security with SHA-pinned dependencies. You get the power of agentic automation without the usual security nightmares that come with AI touching your codebase.

With 2K+ stars and backing from GitHub Next, this is gaining serious traction among teams who want to automate repository tasks without becoming GitHub Actions experts. The quick-start guide gets you running in minutes, and “Peli’s Agent Factory” showcases real-world examples that’ll spark ideas for your own workflows.

⭐ Stars: 2121
💻 Language: Go
🔗 Repository: github/gh-aw