Conductor is a CLI extension for Google’s Gemini CLI that enables Context-Driven Development. It transforms the AI into a proactive project manager that enforces a strict protocol for specifying, planning, and implementing software features and bug fixes. The tool manages project context as a persistent artifact alongside code, guiding the AI model to follow style guides, tech stack decisions, and product goals while giving developers review checkpoints before code is written.