prd-to-plan

Convert a product PRD into a phased tracer-bullet implementation plan with Markdown output.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/CinnamonfirJ/task-hub-webapp --skill prd-to-plan-cinnamonfirj
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prd-to-plan
Source: https://github.com/CinnamonfirJ/task-hub-webapp/tree/main/skills/prd-to-plan
Command: npx skills add https://github.com/CinnamonfirJ/task-hub-webapp --skill prd-to-plan-cinnamonfirj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It solves the challenge of translating a PRD into a clear, incremental build approach that teams can execute and validate without getting stuck in vague or overly large milestones.

Core Features & Use Cases

  • Tracer-bullet vertical slices: Breaks the PRD into thin phases that each cut through schema, API, UI, and tests end-to-end.
  • Durable architectural decisions first: Extracts stable decisions (routes, schema shape, key models, auth boundaries, third-party integration boundaries) so every phase stays consistent.
  • Auto-generated plan file output: Writes a structured Markdown plan into ./plans/ so the user can directly track and iterate on phases.

Quick Start

Provide the PRD in the chat and ask the AI to generate the tracer-bullet phased implementation plan and write it to the local ./plans/ directory.

Frequently Asked Questions about prd-to-plan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert a PRD into an incremental implementation plan with vertical slices?

To convert a PRD into an incremental implementation plan, you provide the product requirements document in chat to generate a tracer-bullet plan. This produces a Markdown file with phased vertical slices that cut through schema, API, UI, and tests end-to-end.

What are tracer bullets and how do they structure a phased execution plan?

Tracer bullets are thin implementation phases that cut end-to-end through schema, API, UI, and tests. They structure a phased execution plan by allowing teams to build and validate functional vertical slices incrementally rather than delivering large, vague milestones.

How do I extract architectural decisions from a PRD before writing an implementation plan?

Extracting architectural decisions from a PRD involves identifying stable elements like routes, schema shapes, key models, and auth boundaries. This ensures every incremental phase in the execution plan stays consistent with the overall architecture.

Can I generate acceptance criteria and user stories for roadmap execution automatically?

Yes, you can generate acceptance criteria and user stories for roadmap execution by supplying the PRD. The output is a structured Markdown plan file written to the local ./plans/ directory containing per-phase titles, user stories, and acceptance criteria.

What is the best way to plan end-to-end integration for new features across UI and API?

The best way to plan end-to-end integration for new features is using a tracer-bullet approach. It breaks the PRD into thin vertical slices that demonstrate integration across UI, API, schema, and tests early in each phase.

Does this PRD to plan approach work for refactoring existing codebases?

Yes, this PRD to plan approach works for refactoring existing codebases. It applies to new features, refactors, and roadmap items where demonstrating end-to-end integration across schema, API, UI, and tests early is required.