planning-mhealth-work

To turn AI planning documents into actionable tasks, the Skill reads input plans from ai-doc/project-plans/ and decomposes them into executable task lists aligned with project milestones. It extracts planned work and generates task breakdowns with specific completion criteria.

To validate project plans against a plan-checklist, the Skill automatically cross-checks your ai-doc planning files using references/plan-checklist.md. It surfaces gaps between the planned tasks and checklist requirements to ensure alignment and completion readiness.

Comparing planned work against actual implementation is handled through a plan-implementation diff. The Skill reconciles differences between what was planned in ai-doc files and the implemented work, then proposes actionable updates to align the data pipeline.

Yes, you can use this for data pipeline project management and task decomposition. The Skill transforms AI planning documents into executable task lists specifically designed to support data pipeline project workflows and verify completion criteria.

Yes, you need a specific file structure to extract plans from ai-doc files. The Skill requires input plans to be stored in the ai-doc/project-plans/ directory and relies on references/plan-checklist.md for validation to process task decomposition correctly.