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GitHub Agentic Workflows is an experimental CLI extension and framework for the gh GitHub CLI that lets developers author automation driven by natural language specifications instead of hand-written code, compiling those descriptions into GitHub Actions workflows that run AI agents (like Copilot, Claude Code, or Codex) on schedule or in response to repository events. By writing intent in markdown files, a developer can quickly generate .yml Actions workflows that perform tasks such as summarizing issues, automating triage, generating reports, or maintaining documentation, all without manually crafting YAML logic from scratch. The system emphasizes safety and guardrails, running agents in sandboxed environments with minimal permissions by default, and using “safe outputs” to constrain what the workflow can write back into the repository. It includes tooling for compiling, testing, and iterating on agentic workflows locally and integrates with GitHub’s existing Actions ecosystem.
Features
- Natural-language driven GitHub Actions workflow generation
- Integration with AI agents like Copilot, Claude Code, and Codex
- Sandboxed execution with safety-first permission controls
- CLI tooling for compile, test, and run workflows
- Support for scheduled and event-based automation
- Reuse and audit of workflows via standard GitHub Actions patterns
Project Samples
