doe

What problem does it solve?

The DOE approach provides a principled, deterministic framework for implementing features, correcting bugs, creating PRs, refactoring, and running tests, ensuring builds never break and architectural integrity is preserved.

Core Features & Use Cases

• Layered architecture guidance: Directive (what to do), Orchestration (decision making), and Execution (deterministic tasks) to coordinate complex software work.
• Governance and quality: mandatory tests, approval gates, and kebab-case naming to enforce consistency and safety.
• Workflow and tooling: self-improvement loop, self-annealing, and deterministic scripts in execution/ with clear project structure for reproducible results.
• Use Case: A developer asks to implement a new feature; the skill analyzes directives, plans the work, seeks approval, then executes using deterministic Python scripts.

Quick Start

Describe the feature or bug you'd like implemented, and I will generate an Implementation Plan, obtain your approval, then execute it deterministically using the DOE workflow.