idea-to-pdd

What problem does it solve?

Creating a valid, deployable Program Design Doc (PDD) for a Connect intervention from scattered source material is time-consuming and error-prone, with manual drafts often failing downstream build and evaluation checks due to missing specifications or unvalidated assumptions.

Core Features & Use Cases

• Source Synthesis: Automatically reads and synthesizes content from arbitrary input files (PDFs, docs, sheets, markdown notes) stored in the opportunity's inputs folder to build a complete PDD.
• Stress-Test Validation: Runs a 5-question LLM-as-judge rubric to evaluate the PDD for executability, verifiability, measurability, stage-gate clarity, and resource realism, iterating automatically until the PDD passes all checks.
• Audit Trail Logging: Emits a structured decisions log of all load-bearing defaults applied during PDD drafting, with automatic rendering to a human-readable Google Doc for team review and iteration.
• Use Case: For a new Connect health intervention with source materials, research notes, and prior drafts in the opportunity's inputs folder, use this skill to generate a deployable, validated PDD that downstream build and deployment skills can use without additional rework.

Quick Start

Use the idea-to-pdd skill to generate a deployable, stress-tested Program Design Doc for your Connect intervention from the source materials in your opportunity's inputs folder.