clean-ai-slop

Engineering discipline skills for AI coding agents that chain together to handle tasks from vague requests to verified implementation, including complexity-based routing, plan crafting, code review, and systematic debugging.

Engineering discipline skills for AI coding agents that chain together to handle tasks from vague requests to verified implementations, with automatic complexity-based routing, plan crafting, worker-validator execution loops, and code quality passes.

Engineering discipline skills for AI coding agents that chain together from clarification through planning, execution, and review. Features automatic complexity routing, milestone planning for complex tasks, and measurement-driven optimization.

Engineering discipline skills for AI coding agents that chain together to handle tasks from vague requests to verified implementations, with automatic complexity routing, plan crafting, worker-validator execution, and information-isolated review.

Part of Engineering Discipline, a skill chain that routes tasks from vague requests to verified implementations through clarification, complexity-based planning, and worker-validator execution loops, with dedicated skills for debugging, optimization, and AI code cleanup.

Part of the Engineering Discipline skill set that chains together skills from clarification through verified implementation, handling complexity assessment, executable plan creation, worker-validator execution loops, and information-isolated code review.

A set of chained engineering discipline skills for AI coding agents that handle the full workflow from clarifying vague requests to verified implementation, with automatic complexity-based routing between simple and multi-day execution paths.

Engineering discipline skills for AI coding agents that chain together to handle tasks from vague requests to verified implementations, with automatic complexity-based routing between simple and complex workflows.

A set of engineering discipline skills for AI coding agents that chain together to handle tasks from clarification through planning, execution, review, and debugging. Includes complexity-based routing, milestone planning, and a post-implementation code simplification pass.

Engineering discipline skills for AI coding agents that chain together to handle tasks from vague request to verified implementation. Includes clarification, automatic complexity routing, plan crafting, worker-validator execution, and information-isolated code review.