requirements-lifecycle

name	requirements-lifecycle
description	Use when defining requirements, tracking traceability, managing requirement changes, or establishing RTM - covers elicitation, analysis, specification across CMMI Levels 2-4

Requirements Lifecycle

Overview

This skill guides the complete requirements lifecycle from elicitation through change management. It covers both CMMI process areas:

• RD (Requirements Development) - Creating requirements: elicitation, analysis, specification
• REQM (Requirements Management) - Maintaining requirements: traceability, change control, alignment

Key capabilities:

• Elicit requirements from stakeholders without gold plating
• Prioritize conflicting requirements (MoSCoW, value/effort)
• Create bidirectional traceability (requirements ↔ design ↔ tests)
• Manage requirements volatility with impact analysis
• Scale practices from Level 2 (user stories) → Level 3 (templates) → Level 4 (metrics)

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When to Use This Skill

Use this skill when:

• Requirements changing constantly - Stakeholder keeps revising, need volatility management
• Scope creep pressure - "Just one more thing" additions, need change control
• Traceability needed - Level 3 compliance, audit preparation, creating RTM
• Stakeholder conflicts - Competing requirements from VPs, need resolution process
• Documentation overhead concerns - "How much is enough?" for Level 2 vs. Level 3
• Creating new features - Starting requirements gathering for major work
• Audit preparation - Need to establish requirements baseline and traceability

When NOT to use this skill:

• Single-page prototypes or spikes - Throwaway experiments don't need formal requirements
• Solo developer projects - Traceability overhead not justified for 1-person teams
• Bug fixes within existing architecture - Use issue tracking, not full requirements lifecycle

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High-Level Guidance

RD vs. REQM: Two Process Areas, One Lifecycle

Requirements Development (RD) = Creating new requirements

• Elicit needs from stakeholders (interviews, workshops)
• Analyze and prioritize (MoSCoW, value/effort)
• Specify with acceptance criteria (user stories, formal specs)
• Validate with stakeholders

Requirements Management (REQM) = Maintaining existing requirements

• Maintain bidirectional traceability (req ↔ design ↔ tests)
• Manage changes (change requests, impact analysis, approval)
• Ensure alignment (work products match requirements)
• Communicate changes to affected parties

Timeline: RD happens during requirements phase. REQM is continuous throughout the project.

Common mistake: Treating them as sequential. They're concurrent - you develop new requirements while managing existing ones.

Bidirectional Traceability: Free vs. Theater

The Modern Approach (Recommended):

Traceability as workflow byproduct using platform-native linking:

GitHub:
- Commit message: "Implements #123" → auto-links to requirement
- PR description: "Closes #123" → auto-links to requirement
- Test file comment: "Verifies #123" → searchable reference
- Generate RTM on-demand via API query (for audits)

Azure DevOps:
- Commit message: "AB#123" → auto-links to work item
- Built-in traceability views (work item → commits → builds)
- Query for RTM when needed

Key principle: Traceability should be free (part of normal workflow), not a separate manual task.

Anti-Pattern: Manual spreadsheet RTM that becomes stale within days.

Level 2: Platform linking is sufficient (GitHub Issues ↔ PRs ↔ commits) Level 3: Tool-based queries to generate traceability reports Level 4: Automated coverage metrics (% requirements traced, orphaned tests detected)

See requirements-traceability.md for GitHub/Azure DevOps implementation patterns.

Change Impact Analysis: Template vs. Ad-Hoc

Baseline agents said: "Perform impact analysis" (but didn't say HOW).

This skill provides: Impact analysis checklist and template.

Minimal Impact Analysis (Level 2):

Change Request: Add OAuth login support
Affected Requirements: REQ-AUTH-001, REQ-AUTH-002
Impact:
  - Design: New OAuth module needed
  - Implementation: 3 days effort
  - Testing: 5 new test cases (2 days)
  - Documentation: User guide update (1 day)
  Total Effort: 6 days
  Schedule Impact: Delays Sprint 3 → Sprint 4
Approval: Product Owner (required)

Formal Impact Analysis (Level 3):

• Uses structured template (see requirements-change-management.md)
• Multiple approval authorities (Product Owner + Tech Lead + QA Lead)
• Traceability verification (all downstream artifacts identified)
• Risk assessment (technical, schedule, budget risks)

Quantitative Impact Analysis (Level 4):

• Historical data: "Similar changes averaged 8 days ± 2 days"
• Volatility impact: "Adding this increases monthly change rate from 12% → 18%"
• Predictive: "This puts us 1σ above baseline, likely to slip milestone"

See requirements-change-management.md for complete templates and workflows.

Preventing Gold Plating and Scope Creep

Two enforcement mechanisms:

1. MoSCoW Prioritization

Classify every requirement:

• Must Have - Non-negotiable, project fails without it
• Should Have - Important but not critical, could defer 1 sprint
• Could Have - Nice to have, include if capacity available
• Won't Have - Out of scope, explicitly deferred

Enforcement: Once sprint capacity is reached (e.g., 30 story points), all new additions must be "Could Have" or "Won't Have". Product Owner can't add "Must Have" mid-sprint without removing existing "Must Have".

2. Change Request Process

Level 2: Lightweight - Product Owner approval, informal impact assessment Level 3: Formal - Change request form, multi-party approval, documented impact Level 4: Quantitative - Change metrics tracked, volatility thresholds enforced

Red flag: >30% requirements changed per sprint → Scope thrashing, need stakeholder stabilization meeting.

See requirements-analysis.md for prioritization templates and conflict resolution.

Level 2 vs. 3 vs. 4: What Changes?

Biggest misconception: Level 3 requires 100-page specs and waterfall.

Reality:

Aspect	Level 2	Level 3	Level 4
Format	User stories + acceptance criteria	Organizational template	+ Quality metrics
Review	Optional/informal	Peer review required	+ Defect density tracking
Traceability	Spreadsheet OR platform links	Tool-based, API-generated	+ Coverage metrics (>95%)
Changes	Tracked in issue history	Formal change requests, approval workflow	+ Volatility metrics, SPC
Effort	3-5% project time	10-15% project time	15-20% project time

Escalation from L2 → L3:

• Audit/compliance requirement
• Team size >10 developers
• Regulatory industry (medical, financial, aerospace)
• Requirements volatility causing quality issues

Escalation from L3 → L4:

• Need quantitative quality objectives
• Safety-critical system requiring statistical control
• Process improvement requires data-driven decisions

See level-scaling.md for complete escalation criteria and de-escalation guidance.

Quick Start by Scenario

Which scenario applies to you?

What's your primary need?
├─ Starting a new feature from scratch → Scenario 1
├─ Requirements changing constantly → Scenario 2
├─ Stakeholders in conflict → Scenario 3
├─ Preparing for audit, need RTM → Scenario 4
└─ Unsure how much documentation needed → Scenario 5

Scenario 1: New Feature, Starting from Scratch

1. Load requirements-elicitation.md - Run stakeholder workshop
2. Load requirements-specification.md - Document as user stories (L2) or template (L3)
3. Load requirements-traceability.md - Set up GitHub/Azure DevOps linking
4. Begin implementation - REQM now kicks in (continuous change management)

Timeline: 1-2 days for Level 2, 3-5 days for Level 3

Scenario 2: Constant Changes, Volatility Management

1. Load requirements-change-management.md - Implement change request process
2. Calculate current volatility rate: (Added + Modified + Deleted) / Total per sprint
3. If >30% → Stakeholder stabilization meeting required
4. Set threshold: Level 2 (<30%), Level 3 (<20%), Level 4 (<10%)
5. Track metrics, escalate if threshold exceeded

Scenario 3: Stakeholder Conflict, Two VPs Want Different Things

1. Load requirements-analysis.md - Conflict resolution section
2. Document both requirements objectively (no advocacy)
3. Create decision criteria matrix (business value, risk, ROI)
4. Escalate to decision authority (both VPs' common manager)
5. Cross-reference to governance-and-risk skill for ADR process

Do NOT: Make the business decision yourself, pick sides, or implement both hoping it works out.

Scenario 4: Audit Preparation, Need RTM

1. Load requirements-traceability.md - GitHub/Azure DevOps RTM patterns
2. If using GitHub: Use Projects with custom fields OR API-generated report
3. If using Azure DevOps: Use built-in traceability views
4. Verify bidirectional coverage: Requirements → Tests AND Tests → Requirements
5. Address orphaned tests (tests not linked to requirements)

Target: >90% coverage for Level 3, >95% for Level 4

Scenario 5: "How much documentation?" Question

1. Load level-scaling.md - Shows exactly what Level 2/3/4 require
2. Level 2 answer: User stories + acceptance criteria (2-4 pages per sprint)
3. Overhead: 3-5% project time
4. Common fear: "We'll spend all our time writing specs" → Reality: 1-2 hours per sprint

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Reference Sheets (On-Demand)

1. Requirements Elicitation (requirements-elicitation.md)

When to load: Starting requirements gathering, unclear requirements, stakeholder workshops, new project kickoff

Gather requirements from stakeholders using structured techniques:

• Interview methods (structured, semi-structured, open-ended)
• Workshop facilitation (JAD sessions, design thinking)
• Prototyping for validation (mockups, wireframes, working prototypes)
• Stakeholder analysis (power/interest matrix, RACI for requirements)
• Level 2/3/4 formality scaling (informal → facilitated → metrics-driven)

Provides: Interview scripts, workshop agendas, prototyping workflows, stakeholder mapping templates

Load reference: See requirements-elicitation.md for complete elicitation techniques.

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2. Requirements Analysis (requirements-analysis.md)

When to load: Conflicting requirements, prioritization needed, scope management, gold plating concerns

Analyze and prioritize requirements, resolve conflicts:

• MoSCoW prioritization (Must/Should/Could/Won't Have with enforcement)
• Value/Effort matrix (ROI-based prioritization)
• Functional vs. non-functional decomposition
• Conflict resolution techniques (facilitated negotiation, escalation criteria)
• Completeness checking (are we missing requirements?)
• Level 2/3/4 depth scaling (simple → formal → quantitative)

Provides: MoSCoW templates, conflict analysis templates, completeness checklists, decision matrices

Load reference: See requirements-analysis.md for prioritization and conflict resolution.

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3. Requirements Specification (requirements-specification.md)

When to load: Writing requirements, creating user stories, defining acceptance criteria, documentation standards

Document requirements in appropriate formats:

• User story templates (As a... I want... So that...) with acceptance criteria
• Use case format (actor, preconditions, main flow, alternatives)
• System requirements specification (SRS) structure for formal projects
• Traceability identifiers (how to assign REQ-IDs)
• Level 2/3/4 documentation rigor (minimal → standardized → metrics-tracked)

Provides: User story templates, use case templates, SRS outline, acceptance criteria checklist

Load reference: See requirements-specification.md for specification formats and templates.

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4. Requirements Traceability (requirements-traceability.md)

When to load: Creating RTM, establishing traceability, audit preparation, compliance verification

Implement bidirectional traceability between requirements, design, and tests:

• RTM structure and patterns (spreadsheet vs. tool-based)
• GitHub traceability (issue linking, Projects, API queries)
• Azure DevOps traceability (work item linking, built-in views, OData queries)
• Bidirectional verification (forward and backward tracing)
• Orphaned tests detection (tests not linked to requirements)
• Level 2/3/4 automation (manual → tool-based → automated coverage)

Provides: RTM templates, GitHub/Azure DevOps linking patterns, verification queries, automation scripts

Load reference: See requirements-traceability.md for platform-specific traceability implementation.

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5. Requirements Change Management (requirements-change-management.md)

When to load: Requirements changing frequently, volatility management, impact analysis, change approval

Manage requirements changes systematically:

• Change request process (lightweight → formal → quantitative)
• Impact analysis methodology (template, checklist, approval workflow)
• Change approval workflows (who approves what at each level)
• Volatility metrics (change rate, thresholds, trend analysis)
• Change communication (notifying affected stakeholders)
• Level 2/3/4 formality (tracked → formal workflow → SPC)

Provides: Change request forms, impact analysis templates, approval matrices, volatility tracking dashboards

Load reference: See requirements-change-management.md for change control processes.

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6. Level 2→3→4 Scaling (level-scaling.md)

When to load: Choosing CMMI level, scaling practices, understanding requirements, documentation overhead concerns

Understand what changes across maturity levels:

• Level 2 practices (user stories, basic tracking, 3-5% overhead)
• Level 3 practices (templates, peer review, tool-based traceability, 10-15% overhead)
• Level 4 practices (volatility metrics, prediction models, SPC, 15-20% overhead)
• Escalation criteria (when to move from L2 → L3 → L4)
• De-escalation criteria (when level is overkill)
• Team size adaptations (2-person to 30+ person teams)

Provides: Level comparison tables, escalation decision trees, overhead estimates, team size guidelines

Load reference: See level-scaling.md for complete maturity level guidance.

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Loading Reference Sheets

How to access:

"I need detailed guidance on [topic]"
→ Load the appropriate reference sheet from the list above

When you need a reference:

• Be specific about which aspect you need ("MoSCoW prioritization" → requirements-analysis)
• References are comprehensive (250-400 lines each with templates and examples)
• Each reference is self-contained but cross-references others when practices overlap
• References include Level 2/3/4 scaling for every practice

Cross-references: Reference sheets link to:

• Each other (e.g., change management references traceability)
• platform-integration skill for tool-specific implementations
• governance-and-risk skill for ADR process and decision analysis
• Prescription document for CMMI compliance policy