Doc Prd

doc-prd

Purpose

Create Product Requirements Documents (PRD) - Layer 2 artifact in the SDD workflow that defines product features, user needs, measurable success criteria, and KPIs.

Layer: 2

Upstream: BRD (Layer 1)

Downstream Artifacts: EARS (Layer 3), BDD (Layer 4), ADR (Layer 5)

Prerequisites

Upstream Artifact Verification (CRITICAL)

Before creating this document, you MUST:

1. List existing upstream artifacts:

   ls docs/BRD/ docs/PRD/ 2>/dev/null
   

2. Reference only existing documents in traceability tags

3. Use null only when upstream artifact type genuinely doesn't exist

4. NEVER use placeholders like BRD-XXX or TBD

5. Do NOT create missing upstream artifacts - skip functionality instead

Before creating a PRD, read:

1. Shared Standards: .claude/skills/doc-flow/SHARED_CONTENT.md
2. Upstream BRD: Read the BRD that drives this PRD Note on Sectioned BRDs: If BRD is split into multiple section files (0-18), read ALL files as ONE logical document. See PRD_CREATION_RULES.md Section 22.
3. Template: ai_dev_flow/PRD/PRD-TEMPLATE.md
4. Creation Rules: ai_dev_flow/PRD/PRD_CREATION_RULES.md
5. Validation Rules: ai_dev_flow/PRD/PRD_VALIDATION_RULES.md

When to Use This Skill

Use doc-prd when:

• Have completed BRD (Layer 1)
• Need to define product features and user requirements
• Translating business needs to product specifications
• Establishing KPIs and success metrics
• You are at Layer 2 of the SDD workflow

PRD-Specific Guidance

1. Required Sections (21 Total)

PRD documents require exactly 21 numbered sections (1-21). See ai_dev_flow/PRD/PRD-TEMPLATE.md for complete structure.

Section 1. Document Control (MANDATORY - First section):

• Status, Version, Date Created, Last Updated
• Author, Reviewer, Approver
• BRD Reference (@brd: BRD.NN.EE.SS)
• SYS-Ready Score: >=90% required (format: XX% (Target: >=90%))
• EARS-Ready Score: >=90% required (format: XX% (Target: >=90%))
• Template Variant (Standard/Agent-Based/Automation-Focused)
• Document Revision History table

All 21 Sections (in order):

1. Document Control: Metadata, versioning, dual scoring (SYS-Ready + EARS-Ready >=90%)
2. Executive Summary: Business value and timeline overview (2-3 sentences)
3. Problem Statement: Current state, business impact, opportunity assessment
4. Target Audience & User Personas: Primary users, secondary users, business stakeholders
5. Success Metrics (KPIs): Primary KPIs, secondary KPIs, success criteria by phase
6. Goals & Objectives: Primary business goals, secondary objectives, stretch goals
7. Scope & Requirements: In scope features, out of scope items, dependencies, assumptions
8. User Stories & User Roles: Role definitions, story summaries (PRD-level only, no EARS/BDD detail)
9. Functional Requirements: User journey mapping, capability requirements
10. Customer-Facing Content & Messaging (MANDATORY): Product positioning, messaging, user-facing content
11. Acceptance Criteria: Business acceptance, technical acceptance, quality assurance
12. Constraints & Assumptions: Business/technical/external constraints, key assumptions
13. Risk Assessment: High-risk items, risk mitigation plan
14. Success Definition: Go-live criteria, post-launch validation, measurement timeline
15. Stakeholders & Communication: Core team, stakeholders, communication plan
16. Implementation Approach: Development phases, testing strategy
17. Budget & Resources: Development/operational budget, resource requirements
18. Traceability: Upstream sources, downstream artifacts, traceability tags, validation evidence
19. References: Internal documentation, external standards, domain references, technology references
20. EARS Enhancement Appendix: EARS pattern templates and requirement syntax guidance
21. Quality Assurance & Testing Strategy: QA standards, testing strategy

Critical Notes:

• All 21 sections are MANDATORY with explicit numbering (## N. Title format)
• Section 10 (Customer-Facing Content) is blocking - must contain substantive content
• Section 8 (User Stories) must include layer separation scope note
• Section 21 (QA & Testing Strategy) moved from BRD as technical QA belongs at product level

2. Dual Scoring Requirements

PRD documents require two quality scores in Document Control:

Format: XX% (Target: >=90%)

SYS-Ready Scoring Criteria (100%):

• Product Requirements Completeness (40%): All 21 sections, measurable KPIs, acceptance criteria, stakeholder analysis
• Technical Readiness (30%): System boundaries, quality attributes quantified, Architecture Decision Requirements
• Business Alignment (20%): ROI validated, market analysis, success metrics, risk mitigation
• Traceability (10%): Upstream BRD references, downstream links

EARS-Ready Scoring Criteria (100%):

• Business Requirements Clarity (40%): SMART objectives, functional requirements, acceptance criteria
• Requirements Maturity (35%): System boundaries, stakeholder requirements, problem statement
• EARS Translation Readiness (20%): User journeys, quality attributes quantified
• Strategic Alignment (5%): Domain-specific business logic references

3. Template Variant Selection

Selection Criteria:

1. ML/AI agent? -> Agent-Based
2. n8n workflow/automation? -> Automation-Focused
3. Otherwise -> Standard (default)

4. User Stories Scope (Section 8)

Layer Separation Principle:

• PRD (Layer 2): User role definitions, story summaries, product-level acceptance criteria
• EARS (Layer 3): Detailed behavioral scenarios (WHEN-THE-SHALL-WITHIN format)
• BDD (Layer 4): Executable test scenarios (Given-When-Then format)

MANDATORY Scope Note (include in Section 8):

This section provides role definitions and story summaries. Detailed behavioral requirements are captured in EARS; executable test specifications are in BDD feature files.

User Story Format: "As a [role], I want [capability] so that [benefit]"

PRD-Level Content (INCLUDE):

• User role definitions (personas)
• Story titles and summaries (2-3 sentences max)
• Product-level acceptance criteria
• Business value justification

NOT PRD-Level (EXCLUDE):

• EARS-level specifications -> Layer 3
• BDD-level test scenarios -> Layer 4
• Technical implementation details -> Layer 6/7
• System architecture decisions -> ADR (Layer 5)

5. Customer-Facing Content (Section 10) - MANDATORY

Status: BLOCKING - error if missing or placeholder-only

Required Content Categories (minimum 3):

1. Product positioning statements
2. Key messaging themes
3. Feature descriptions for marketing
4. User-facing documentation requirements
5. Help text and tooltips
6. Error messages (user-visible)
7. Success confirmations
8. Onboarding content
9. Release notes template

6. Architecture Decision Requirements (Section 18)

Purpose: Elaborate BRD Section 7.2 topics with technical content (options, criteria).

Layer Separation:

BRD Section 7.2          ->    PRD Section 18         ->    ADR
(WHAT & WHY)                   (HOW to evaluate)           (Final decision)
-------------------------------------------------------------------
Business drivers               Technical options           Selected option
Business constraints           Evaluation criteria         Trade-off analysis

PRD Section 18 Format:

##### BRD.NN.21.SS: [Topic Name]

**Upstream**: BRD-NN section 7.2.X

**Technical Options**:
1. **[Option A]**: [Description]
2. **[Option B]**: [Description]

**Evaluation Criteria**:
- **[Criterion 1]**: [Measurable target]
- **[Criterion 2]**: [Measurable target]

**Product Constraints**:
- [Constraint 1]

**Decision Timeline**: [Milestone reference]

**ADR Requirements**: [What ADR must decide]

CRITICAL: Do NOT reference specific ADR numbers (ADR-01, ADR-033, etc.) - ADRs don't exist yet!

7. EARS Enhancement Appendix (Section 20)

Purpose: Provides structured requirements for EARS transformation.

Required Subsections:

20.1 Timing Profile Matrix:

20.2 Boundary Value Matrix:

20.3 State Transition Diagram: Mermaid stateDiagram-v2 with error states

20.4 Fallback Path Documentation:

20.5 EARS-Ready Checklist: All timing, boundary, state, fallback items verified

Tag Format Convention

Key Distinction:

• @adr: ADR-033 -> Points to document ADR-033_slug.md
• @brd: BRD.17.01.01 -> Points to element 01.01 inside BRD-017.md

Unified Element ID Format (MANDATORY)

Pattern: PRD.{DOC_NUM}.{ELEM_TYPE}.{SEQ} (4 segments, dot-separated)

REMOVED Patterns (Do NOT use):

• AC-XXX -> Use PRD.NN.06.SS
• FR-XXX -> Use PRD.NN.01.SS
• F-XXX -> Use PRD.NN.09.SS
• US-XXX -> Use PRD.NN.09.SS

Cumulative Tagging Requirements

Layer 2 (PRD): Must include tags from Layer 1 (BRD)

Tag Count: 1 tag (@brd)

Format:

## 18. Traceability

### Traceability Tags

**Required Tags** (Cumulative Tagging Hierarchy - Layer 2):
```markdown
@brd: BRD.01.01.03, BRD.01.01.10

• BRD.01.01.03 - Business requirements driving this product
• BRD.01.01.10 - Success criteria from business case

Upstream Sources:

• BRD-01 - Parent business requirements

Downstream Artifacts:

• EARS-NN (to be created) - Formal requirements
• BDD-NN (to be created) - Test scenarios

## Creation Process

### Step 1: Read Parent BRD

Read and understand the BRD that drives this PRD.

**Sectioned BRD Handling**:
If BRD is split into multiple section files (folder structure `docs/BRD/BRD-NN_{slug}/`):
1. Read ALL section files (BRD-NN.0 through BRD-NN.18)
2. Treat as ONE logical document
3. Extract information holistically (no section-to-section mapping)

### Step 2: Reserve ID Number

Check `docs/PRD/` for next available ID number (e.g., PRD-01, PRD-02).

**ID Matching**: PRD ID does NOT need to match BRD ID (PRD-009 may implement BRD-016).

### Step 3: Create PRD Folder and Files

**Folder structure** (DEFAULT - nested folder per document):
1. Create folder: `docs/PRD/PRD-NN_{slug}/`
2. Create index file: `docs/PRD/PRD-NN_{slug}/PRD-NN.0_index.md`
3. Create section files: `docs/PRD/PRD-NN_{slug}/PRD-NN.S_{section_type}.md`

**Example**:

docs/PRD/PRD-01_user_authentication/ PRD-01.0_index.md PRD-01.1_executive_summary.md PRD-01.2_problem_statement.md ...

**OPTIONAL** (for small documents <25KB): `docs/PRD/PRD-NN_{slug}.md` (monolithic)

### Step 4: Complete Document Control

Fill all required metadata fields:
- Status, Version, Dates, Author/Reviewer/Approver
- BRD Reference with `@brd` tag
- SYS-Ready Score and EARS-Ready Score (both >=90%)
- Template Variant
- Document Revision History table

### Step 5: Complete Core Sections (2-17)

**Section 2-3**: Problem context and business impact
**Section 4-6**: Users, KPIs, goals
**Section 7-9**: Scope, user stories, functional requirements
**Section 10**: Customer-facing content (MANDATORY)
**Section 11-14**: Acceptance criteria, constraints, risks, success
**Section 15-17**: Stakeholders, implementation, budget

### Step 6: Complete Traceability (Section 18)

- Add upstream BRD references
- Document downstream artifact placeholders
- Include Architecture Decision Requirements elaboration
- Add bidirectional reference table if cross-PRD dependencies exist

### Step 7: Complete References (Section 19)

Internal documentation, external standards, domain and technology references.

### Step 8: Complete EARS Enhancement Appendix (Section 20)

- Timing Profile Matrix (p50/p95/p99)
- Boundary Value Matrix (explicit operators)
- State Transition Diagram (with error states)
- Fallback Path Documentation
- EARS-Ready Checklist

### Step 9: Complete QA Strategy (Section 21)

Quality standards and testing strategy (moved from BRD).

### Step 10: Create/Update Traceability Matrix

**MANDATORY**: Create or update `docs/PRD/PRD-000_TRACEABILITY_MATRIX.md`

### Step 11: Validate PRD

```bash
# PRD validation
python ai_dev_flow/scripts/validate_prd.py docs/PRD/PRD-NN_{slug}/

# Link integrity
python ai_dev_flow/scripts/validate_links.py --path docs/PRD/

# Cumulative tagging validation
python ai_dev_flow/scripts/validate_tags_against_docs.py --artifact PRD-NN --expected-layers brd --strict

Validation Checklist

Structure (21 Sections):

• All 21 numbered sections present (1-21)
• Document Control (Section 1) at top with all required fields
• Customer-Facing Content (Section 10) has substantive content
• User Stories (Section 8) includes layer separation scope note
• EARS Enhancement Appendix (Section 20) completed
• Quality Assurance & Testing Strategy (Section 21) completed

Document Control Required Fields:

• Status, Version, Date Created, Last Updated
• Author, Reviewer, Approver
• BRD Reference with @brd tag
• SYS-Ready Score >=90%
• EARS-Ready Score >=90%
• Template Variant specified
• Document Revision History table initialized

Content Quality:

• Parent BRD identified and referenced
• Problem-Goals framework completed
• User personas and user stories defined (PRD-level only)
• Product features specified with priority levels
• KPIs quantified (measurable metrics with targets)
• Quality attributes quantified (performance, reliability)
• Risk assessment with mitigation strategies
• Architecture Decision Requirements listed (NO ADR numbers)
• EARS Enhancement Appendix complete (timing, boundary, state, fallback)

Traceability:

• Cumulative tags: @brd included
• Traceability matrix created/updated
• No ADR forward references
• No broken links

Size Limits:

• File size <50,000 tokens (standard) or <100,000 tokens (maximum)

Post-Creation Validation (MANDATORY - NO CONFIRMATION)

CRITICAL: Execute this validation loop IMMEDIATELY after document creation.

LOOP:
  1. Run: python ai_dev_flow/scripts/validate_cross_document.py --document {doc_path} --auto-fix
  2. IF errors fixed: GOTO LOOP (re-validate)
  3. IF warnings fixed: GOTO LOOP (re-validate)
  4. IF unfixable issues: Log for manual review, continue
  5. IF clean: Mark VALIDATED, proceed

Validation Command

# Per-document validation (Phase 1)
python ai_dev_flow/scripts/validate_cross_document.py --document docs/PRD/PRD-NN_slug.md --auto-fix

# Layer validation (Phase 2) - run when all PRD documents complete
python ai_dev_flow/scripts/validate_cross_document.py --layer PRD --auto-fix

Validation Codes Reference

Quality Gate

Blocking: YES - Cannot proceed to EARS/SYS creation until validation passes with 0 errors.

Common Pitfalls

1. Missing dual scores: Both SYS-Ready and EARS-Ready scores required
2. Incorrect section structure: Must be exactly 21 sections (1-21) in order
3. Missing Section 10 content: Customer-Facing Content is MANDATORY
4. User Stories scope violation: Section 8 must stay at PRD-level (no EARS/BDD detail)
5. ADR forward references: Don't write "See ADR-033" (ADRs don't exist yet)
6. Missing @brd tags: Layer 2 must include Layer 1 tags
7. ID format errors: Use unified format PRD.NN.TT.SS (not F-XXX, US-XXX, etc.)
8. Missing EARS Enhancement Appendix: Section 20 required for EARS-Ready score

Template Binding (MANDATORY)

When creating PRD documents, use EXACTLY these metadata values:

tags:
  - prd                 # REQUIRED - Use 'prd' NOT 'product-prd', 'feature-prd'
  - layer-2-artifact    # REQUIRED - Layer identifier

custom_fields:
  document_type: prd    # REQUIRED - Use 'prd' NOT 'product-requirements'
  artifact_type: PRD    # REQUIRED - Uppercase
  layer: 2              # REQUIRED - PRD is Layer 2
  architecture_approaches: [ai-agent-based]  # REQUIRED - Array format

FORBIDDEN Values:

• Tags: product-prd, feature-prd, product-requirements
• document_type: product-requirements, product_requirements
• architecture_approach: value (singular form)

Diagram Standards

All diagrams MUST use Mermaid syntax. Text-based diagrams (ASCII art, box drawings) are prohibited. See: ai_dev_flow/DIAGRAM_STANDARDS.md and mermaid-gen skill.

Next Skill

After creating PRD, use:

doc-ears - Create formal EARS requirements (Layer 3)

The EARS will:

• Reference this PRD as upstream source
• Include @brd and @prd tags (cumulative)
• Use WHEN-THE-SHALL-WITHIN format
• Formalize PRD features into requirements

Related Resources

• Main Guide: ai_dev_flow/SPEC_DRIVEN_DEVELOPMENT_GUIDE.md
• PRD Schema: ai_dev_flow/PRD/PRD_SCHEMA.yaml
• PRD Template: ai_dev_flow/PRD/PRD-TEMPLATE.md
• PRD Creation Rules: ai_dev_flow/PRD/PRD_CREATION_RULES.md
• PRD Validation Rules: ai_dev_flow/PRD/PRD_VALIDATION_RULES.md
• PRD README: ai_dev_flow/PRD/README.md
• Shared Standards: .claude/skills/doc-flow/SHARED_CONTENT.md

Section Templates (DEFAULT for all PRD documents):

• Structure: docs/PRD/PRD-NN_{slug}/PRD-NN.S_{slug}.md
• Index template: ai_dev_flow/PRD/PRD-SECTION-0-TEMPLATE.md
• Content template: ai_dev_flow/PRD/PRD-SECTION-TEMPLATE.md
• Reference: ai_dev_flow/ID_NAMING_STANDARDS.md

Quick Reference

PRD Purpose: Define product features and user needs

Layer: 2

Tags Required: @brd (1 tag)

Key Sections:

• Section 1: Document Control with dual scoring (SYS-Ready + EARS-Ready >=90%)
• Section 8: User Stories (PRD-level only)
• Section 10: Customer-Facing Content (MANDATORY)
• Section 18: Traceability with Architecture Decision Requirements
• Section 20: EARS Enhancement Appendix

Next: doc-ears