PluginBench
Skill
Review
Audit score 70

prd-creator

pageai-pro/ralph-loop

Transform software ideas into comprehensive PRDs and actionable implementation task lists.

What is prd-creator?

Guides creation of detailed Product Requirement Documents (PRDs) for software projects through structured questioning and validation, then generates implementation task lists in JSON format. Use when documenting a software idea, creating feature specifications, or breaking down requirements into actionable development tasks.

  • Asks clarifying questions to gather complete requirements and understand project intent
  • Verifies implementation prerequisites including access, MCPs, documentation, environment variables, and test users
  • Generates comprehensive PRD.md with app overview, target audience, success metrics, competitive analysis, core features, and technical recommendations
  • Creates executive summary for stakeholder validation
  • Researches competitive landscape via web search
  • Generates implementation task lists in JSON format with verification steps for each task

How to install prd-creator

npx skills add https://github.com/pageai-pro/ralph-loop --skill prd-creator
Claude Code
Cursor
Windsurf
Cline

How to use prd-creator

  1. 1.Provide your software idea or implementation description to the skill
  2. 2.Answer clarifying questions about requirements, target audience, and success metrics
  3. 3.Review and approve the generated executive summary
  4. 4.Allow the skill to research competitive landscape
  5. 5.Review the completed PRD.md document and provide feedback if needed
  6. 6.Request implementation task generation to create a JSON task list with verification steps
  7. 7.Review generated tasks.json and SUMMARY.md in the .agent/prd directory

Use cases

Good for
  • Document a new software product idea with full specifications before development begins
  • Create detailed feature specifications for a new application or major feature addition
  • Break down a bug fix or enhancement into actionable implementation tasks
  • Plan technical architecture and prerequisites before assigning work to developers
  • Generate developer-ready task checklists with pass criteria for verification
Who it's for
  • Product managers defining requirements for development teams
  • Beginner-level developers planning software projects
  • Technical leads breaking down features into implementation tasks
  • Startup founders documenting product ideas for engineering teams

prd-creator FAQ

What files does this skill create?

The skill creates three main files: PRD.md (comprehensive product requirements document), SUMMARY.md (executive summary and overview), and tasks.json (implementation task list with verification steps).

Can I update the PRD after it's created?

Yes. You can request updates to the PRD at any time. The skill will update PRD.md and can regenerate implementation tasks if needed.

How detailed are the implementation tasks?

Tasks are designed to be small and manageable, completable in maximum 10 minutes each. Complex tasks are automatically split into smaller subtasks. Typical projects generate 50-200+ tasks.

Does this skill generate code?

No. This skill focuses on documentation and task specification only. It does not generate implementation code.

What should I do with environment variables?

The skill creates .env.local with placeholder values only. You must manually fill in real secret values and credentials before development begins.

Full instructions (SKILL.md)

Source of truth, from pageai-pro/ralph-loop.


name: prd-creator description: Guides creation of comprehensive Product Requirement Documents (PRDs) for software projects through structured questioning and validation, then generates implementation task lists in JSON format. Use when users want to document a software idea, create specifications for development, plan a new application feature/bug, or break down requirements into actionable tasks. Transforms ideas into implementation-ready documents with verifiable pass criteria. license: MIT metadata: author: pageai version: '1.0.1' tags: prd, product requirements, software development, documentation, task generation website: https://pageai.pro/blog/long-running-ai-coding-agents-ralph-loop#step-2-write-your-requirements

PRD Creation Assistant

Transform software ideas into comprehensive PRDs and actionable implementation tasks through a two-part process.

Overview

This skill helps beginner-level developers.

  1. Receive an implementation description from the user
  2. Create detailed PRD documents through structured questioning
  3. Verify implementation prerequisites, including access, MCPs, docs, env variables, and test users
  4. Generate implementation task lists in JSON format for developers
  5. Write an overall description of the project. An executive summary that gives a high level overview of the app and its main features.

Part 1: Implementation Description

You will receive a lacking implementation description from the user. The main goal is to comprehend the intent and think about the larger architecture and a robust way to implement it, filling in the gaps.

Part 2: PRD Creation

File: PRD.md

You will need to ask clarifying questions to get a clear understanding of the implementation.

When to use: User wants to document a software idea or create feature specifications

What it does:

  • Guides structured questioning to gather all requirements
  • Verifies project prerequisites before PRD finalization
  • Creates/updates .env.local with placeholder values only
  • Creates executive summary for validation
  • Researches competitive landscape
  • Generates comprehensive PRD.md with:
    • App overview and objectives
    • Target audience
    • Success metrics and KPIs
    • Competitive analysis
    • Core features and user flows
    • Technical stack recommendations
    • Prerequisites and access
    • Security considerations
    • Assumptions and dependencies

Process:

  1. Ask clarifying questions using AskUserQuestion tool
  2. Verify prerequisites and create/update .env.local placeholders
  3. Create executive summary for user approval
  4. Research competition via WebSearch
  5. Generate complete PRD
  6. Iterate based on feedback

Read PRD.md for complete instructions.


Part 3: Implementation Task Generation

File: JSON.md

You will need to analyze the completed PRD and generate a comprehensive task list in JSON format.

When to use: After PRD is complete and approved, or user requests task breakdown

What it does:

  • Analyzes the completed PRD
  • Generates TASK-1 as mandatory prerequisite verification
  • Generates a complete list of implementation tasks in JSON format, covering all features and requirements from the PRD
  • Keeps the tasks small and manageable
  • Categorizes tasks by type (functional, ui-ux, api-endpoint, security, etc.)
  • Defines verification ('pass') steps for each task
  • Creates developer-ready checklist

IMPORTANT:

  • Each task should be simple enough to be completed in maximum 10 minutes.
  • If a task is too complex, it should be split into smaller tasks.

Read JSON.md for complete instructions.

Part 4: Overall Description

You will need to read the completed PRD and generate an overall description of the project in PROJECT_ROOT/.agent/prd/SUMMARY.md.

The description should be short, concise and contain:

  • An overall description of the project
  • The main features of the app
  • Key user flows
  • A short list of key requirements

Quick Start

If user wants to create a PRD:

  1. Read PRD.md
  2. Follow the PRD creation workflow
  3. Verify prerequisites and create/update .env.local with placeholder values only
  4. If needed, update the overall description SUMMARY.md
  5. After PRD completion, ask: "Would you like me to generate implementation tasks? See Part 2."

If user wants implementation tasks for an existing PRD:

  1. Read JSON.md
  2. Read the PRD file
  3. Generate comprehensive task list in JSON format, starting with TASK-1 prerequisite verification
  4. Save as tasks.json

If user wants both:

  1. Complete PRD creation first PRD.md, including prerequisite verification and .env.local placeholders
  2. Get user approval on PRD
  3. If needed, update the overall description SUMMARY.md
  4. Proceed to generate implementation tasks JSON.md

If a user want to update the PRD:

  1. Read PRD.md
  2. Update the PRD
  3. Save as PRD.md
  4. If needed, update the overall description SUMMARY.md
  5. Ask user if they want to generate implementation tasks

If a user want to update the implementation tasks:

  1. Read JSON.md
  2. Update the implementation tasks
  3. Save as tasks.json
  4. Ask user if they want to update the PRD again

If user wants to update both the PRD and the implementation tasks:

  1. Update the PRD first PRD.md
  2. If needed, update the overall description SUMMARY.md
  3. Update the implementation tasks JSON.md
  4. Save as PRD.md and tasks.json

After completion

Ensure the required files are present:

  • PROJECT_ROOT/.agent/prd/PRD.md
  • PROJECT_ROOT/.agent/prd/SUMMARY.md
  • PROJECT_ROOT/.agent/tasks.json

If they are not present, warn the user and ask if they would like to create any of them.

Important Constraints

  • Do not generate code - focus on documentation and task specification
  • Use AskUserQuestion extensively in Part 1 to clarify requirements
  • Never write real secret values to PRD, tasks, chat, logs, or .env.local; use placeholder values and tell the user to fill real values manually
  • In Part 2, generate comprehensive task lists (50-200+ tasks for typical projects)
  • In Part 2, always generate TASK-1 as prerequisite verification before feature work
  • Always initialize tasks with "passes": false - never mark tasks complete during generation
  • Use available tools: AskUserQuestion, WebSearch, Sequential Thinking, Read