autonomous-dev

Automating GitHub issue implementation requires a tool that handles design, coding, testing, and pull requests. This Skill executes the full lifecycle autonomously, managing everything from test case creation to CI verification and bot review interaction.

Test-driven development automation enforces writing tests before implementation within a CI/CD workflow. This Skill mandates TDD practices, creating test cases first and then writing the code to pass them before local verification and PR creation.

Git worktree isolation for automated feature development is fully supported. This Skill develops features in isolated git worktrees to maintain a clean main workspace, automatically cleaning up the worktree after CI checks and E2E testing pass.

Automated code review integrates directly with CI checks and bot interactions. This Skill handles pull request creation, interacts with review bots, and waits for all CI checks to pass before finalizing the development workflow.

The best way to run an autonomous development workflow is using a tool that supports interactive and autonomous modes. This Skill manages the design canvas, writes code, verifies locally, simplifies, commits, and creates PRs automatically based on the GitHub issue.

Automating the software development lifecycle end to end depends on successful CI verification and bot review interactions. Limitations arise if local verification fails or if CI checks do not pass, which halts the autonomous workflow before worktree cleanup.