implementation

To automate code generation from a technical plan, you need a predefined plan file like tasks_*.md or plan.md. The Skill systematically executes tasks in sequential order across defined phases to write code automatically.

Automatic verification during task execution works by integrating with Gemini CLI hooks like AfterTool, phase-gate, and ralph-retry. These hooks enforce type-checking, linting, and phase completion confirmation for deterministic code implementation.

Yes, you need project context files to execute tasks sequentially. The process requires a pre-existing plan file alongside project context files such as GEMINI.md and conductor/tech-stack.md to ensure accurate code implementation.

The best way to ensure deterministic code implementation is to follow a phased approach using automatic phase gating. By systematically completing tasks in sequential order with automatic verification, manual oversight is minimized.

No, you cannot use this workflow automation without a pre-existing plan file. Execution requires a structured technical plan like plan.md or tasks_*.md to systematically write code and complete features across defined phases.