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Engineering

Agentic Development

End-to-end repository execution for shipping code without leaving loose ends.

A software delivery workflow that orients in a repo, chooses the right execution mode, lands code, reviews it, verifies it, and records risks or follow-ups.

What it does

Use it for implementation, debugging, architecture analysis, refactors, CI issues, PR work, and any task where the agent must navigate a real codebase responsibly.

How it works

  • Starts with repo orientation, ownership discovery, and the proof path before writing code.
  • Routes work through the right mode: direct execution, subagents, review, architecture analysis, or release flow.
  • Ends with verification and explicit completion status rather than vague progress claims.

Best for

  • Cross-cutting software changes
  • PRD-to-implementation execution
  • Repository-grounded code review and debugging

Expected outputs

  • Scoped implementation plan
  • Verified code changes or findings
  • Clear completion, concern, or blocker report
Agentic Development Skill | Alvaro Villalba