Requirements Clarity

A systematic skill for transforming vague requirements into actionable Product Requirements Documents (PRDs) through focused dialogue and iterative clarification.

Purpose

This skill helps you avoid costly misunderstandings and rework by ensuring requirements are crystal clear before implementation begins. It uses a 100-point scoring system to systematically identify gaps and guide you through targeted questions until your requirements are development-ready.

When to Use This Skill

Use When

• Requirements are vague or ambiguous (e.g., "add login feature", "implement payment")
• Features are complex and estimated to take more than 2 days
• Cross-team coordination is required
• Missing technical context (no tech stack, integration points, or constraints mentioned)
• Incomplete specifications (no acceptance criteria, success metrics, edge cases)
• Unclear scope boundaries ("what exactly does 'user management' include?")

Don't Use When

• Specific file paths are mentioned (e.g., "fix auth.go:45")
• Code snippets are already included in the request
• Working with existing functions/classes (use code review instead)
• Bug fixes with clear reproduction steps

How It Works

The Clarification Process

1. Initial Analysis (Step 1)

   • Parses your requirement description
   • Generates a clarity score (0-100) using a detailed rubric
   • Identifies what's clear and what needs clarification
   • Creates a feature name and prepares for PRD generation

2. Gap Analysis (Step 2)

   • Systematically identifies missing information across four dimensions:
     • Functional Scope: Core functionality, boundaries, edge cases
     • User Interaction: Inputs, outputs, success/failure scenarios
     • Technical Constraints: Performance, compatibility, security, scalability
     • Business Value: Problem statement, target users, success metrics

3. Interactive Clarification (Step 3)

   • Asks 2-3 focused questions per round (avoids overwhelming you)
   • Builds context progressively
   • Updates clarity score after each response
   • Continues until score reaches ≥ 90/100

4. PRD Generation (Step 4)

   • Once clarity score ≥ 90, generates comprehensive PRD
   • Saves to ./docs/prds/{feature-name}-v{version}-prd.md
   • Includes all clarified information in structured format

Clarity Scoring Rubric

The 100-point scoring system evaluates:

• Functional Clarity (30 points): Clear inputs/outputs, user interaction, success criteria
• Technical Specificity (25 points): Technology stack, integration points, constraints
• Implementation Completeness (25 points): Edge cases, error handling, data validation
• Business Context (20 points): Problem statement, target users, success metrics

Key Features

Systematic Questioning

• Focused, specific questions (not overwhelming)
• One category at a time
• Builds on previous answers
• Uses your language and provides examples

Quality-Driven Iteration

• Continuous clarity assessment
• Transparent score updates
• Iterates until ≥ 90 points achieved
• Documents all clarification rounds

Actionable Output

• Concrete specifications ready for development
• Measurable acceptance criteria (checklistable format)
• Executable implementation phases with specific tasks
• Complete PRD with all necessary sections

Core Principles

• Why? (YAGNI check) - Ensures features are truly needed
• Simpler? (KISS check) - Explores simpler alternatives before complex solutions

Usage Examples

Example 1: Vague Feature Request

User Input:

I need a login feature for my app.

Skill Response:

I understand your requirement. Let me help you refine this specification.

Current Clarity Score: 25/100

Clear Aspects:
- Need authentication functionality

Needs Clarification:
- Authentication method (email/password, OAuth, SSO?)
- User types and permissions
- Security requirements
- Integration with existing systems
- Success metrics

Let me systematically clarify these points...

1. Authentication Method: What authentication method do you prefer?
   - For example: Email/password, social login (Google/GitHub),
     magic links, or SSO?

2. User Management: Do you need different user roles or permissions?
   - For example: Admin vs. regular users, or all users have same access?

3. Technology Stack: What's your current tech stack?
   - For example: React frontend, Node.js backend, PostgreSQL database?

Example 2: After Clarification Round

After User Response:

Thank you for the additional information!

Clarity Score Update: 25/100 → 65/100

New Clarified Content:
- Authentication: Email/password with optional Google OAuth
- User roles: Admin and regular users with different permissions
- Tech stack: Next.js 14, PostgreSQL, using NextAuth.js

Remaining Points to Clarify:
- Password requirements and security constraints
- Session management (duration, refresh tokens?)
- Edge cases (account lockout, password reset)
- Success metrics (MAU, conversion rate?)

Let me continue with the next round of questions...

1. Security Requirements: What are your password requirements?
   - For example: Minimum length, special characters, 2FA?

2. Session Management: How long should user sessions last?
   - For example: 24 hours, 7 days, remember me option?

3. Edge Cases: How should we handle failed login attempts?
   - For example: Rate limiting, account lockout after X attempts?

Example 3: Final PRD Generation

When Clarity Score ≥ 90:

Perfect! I will now generate the complete PRD document...

[Generates PRD at ./docs/prds/user-authentication-v1.0-prd.md]

Your Product Requirements Document is ready!

File: ./docs/prds/user-authentication-v1.0-prd.md
Quality Score: 92/100
Clarification Rounds: 3

The PRD includes:
✓ Complete requirements description with background and value proposition
✓ Technical approach with architecture decisions
✓ Measurable acceptance criteria (functional, quality, user acceptance)
✓ 4 execution phases with specific tasks and deliverables
✓ Risk assessment and mitigation strategies

You can now hand this off to your development team for implementation.

Generated PRD Structure

The final PRD includes:

1. Requirements Description

   • Background (business problem, target users, value proposition)
   • Feature overview (core features, boundaries, user scenarios)
   • Detailed requirements (I/O, user interaction, data, edge cases)

2. Design Decisions

   • Technical approach (architecture, components, data storage, interfaces)
   • Constraints (performance, compatibility, security, scalability)
   • Risk assessment (technical, dependency, schedule risks)

3. Acceptance Criteria

   • Functional acceptance (feature-specific conditions)
   • Quality standards (code quality, test coverage, performance, security)
   • User acceptance (UX, documentation, training)

4. Execution Phases

   • Phase 1: Preparation (environment setup, technical validation)
   • Phase 2: Core Development (implement core functionality)
   • Phase 3: Integration & Testing (quality assurance)
   • Phase 4: Deployment (release and monitoring)

Each phase includes specific tasks, deliverables, and time estimates.

Output Location

PRDs are saved to:

./docs/prds/{feature-name}-v{version}-prd.md

Where:

• {feature-name}: Auto-generated in kebab-case format
• {version}: Document version (default 1.0, or user-specified)

Best Practices

DO

• Answer questions thoroughly but concisely
• Provide examples when you have specific preferences
• Ask for clarification if questions aren't clear
• Review the final PRD and provide feedback
• Share constraints and non-negotiables upfront

DON'T

• Rush through clarification rounds
• Assume the skill knows your technical context
• Skip questions that seem "obvious"
• Approve PRD before reviewing thoroughly
• Provide contradictory information across rounds

Success Criteria

A successful requirements clarification session results in:

• Clarity score ≥ 90/100
• All PRD sections complete with substantial content
• Acceptance criteria in checklistable format
• Execution phases with actionable, concrete tasks
• Development team can start implementation immediately
• No major questions or ambiguities remain

Tips for Better Results

1. Be Specific: Instead of "fast", say "< 200ms response time"
2. Think End-to-End: Consider the full user journey
3. Share Constraints Early: Technical limitations, budget, timeline
4. Provide Context: Explain the "why" behind your requirement
5. Reference Examples: "Like Stripe's payment flow" is clearer than abstract descriptions

Related Skills

• feature-planning: For breaking down features after PRD is complete
• implementation-blueprint: For detailed implementation planning
• dev-spec: For complete design and planning sessions
• critical-brainstorm: For exploring and stress-testing ideas before clarification

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Need help clarifying requirements? Invoke this skill and provide your initial requirement description. The skill will guide you through systematic clarification until you have a development-ready PRD.