Google Introduces 6-Command Conductor Extension for Gemini CLI Coding
Updated
Updated · KDnuggets · Jul 14
Google Introduces 6-Command Conductor Extension for Gemini CLI Coding
2 articles · Updated · KDnuggets · Jul 14
Summary
Conductor adds six slash commands to Gemini CLI and stores project context in repository files, aiming to stop AI coding sessions from starting cold and generating architecture-mismatched code.
The preview extension uses Context-Driven Development: Markdown and JSON artifacts in a conductor/ directory hold product goals, tech stack, workflow rules, style guides, specs and implementation plans that the agent rereads on every run.
Google says the workflow moves from setup to newTrack to implement, with one Git commit per completed task, manual verification at each phase, and revert, status and review commands to manage progress and rollback.
For existing codebases, /conductor:setup analyzes the repo while respecting .gitignore and .geminiignore; Google also warns the persistent-context approach raises token usage, especially on larger projects.
Released in preview on Dec. 17, 2025, Conductor has drawn more than 3,600 GitHub stars and 284 forks, with a Google Codelab published in April 2026.