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# /sdd:story-tech-debt
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## Meta
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- Version: 2.0
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- Category: story-analysis
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- Complexity: high
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- Purpose: Identify, categorize, prioritize, and track technical debt from stories to inform debt reduction efforts
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## Definition
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**Purpose**: Scan all stories for technical debt indicators, categorize by severity and type, calculate impact metrics, and generate actionable debt reduction plan.
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**Syntax**: `/sdd:story-tech-debt [priority]`
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## Parameters
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| Parameter | Type | Required | Default | Description | Validation |
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|-----------|------|----------|---------|-------------|------------|
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| priority | string | No | "all" | Debt priority filter (critical, important, nice-to-have, all) | One of: critical, important, nice-to-have, all |
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## INSTRUCTION: Analyze Technical Debt
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### INPUTS
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- priority: Optional priority filter (defaults to all)
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- Story files from all directories:
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- `/docs/stories/development/` - Active stories
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- `/docs/stories/review/` - Stories in review
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- `/docs/stories/qa/` - Stories in testing
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- `/docs/stories/completed/` - Finished stories
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- Optional: Project codebase for TODO scanning
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### PROCESS
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#### Phase 1: Debt Indicator Detection
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1. **SCAN** all story files for debt indicators:
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- "TODO" mentions in technical notes
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- "FIXME" mentions in technical notes
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- "HACK" mentions in technical notes
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- "Technical debt" explicit mentions
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- "Deferred" items in implementation checklist
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- "Temporary solution" in progress log
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- "Skipped tests" in test cases
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- "Performance concern" in technical notes
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- "Security risk" mentions
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- "Needs refactor" mentions
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2. **EXTRACT** debt details:
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- Description of debt item
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- Source story ID
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- Date created (from story started date)
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- Severity indicators
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- Impact description
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3. **OPTIONAL**: Scan codebase for TODOs:
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- Search `*.php` files for TODO comments
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- Search `*.blade.php` files for TODO comments
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- Search `*.js` files for TODO comments
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- Link to stories when possible
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#### Phase 2: Debt Categorization
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1. **CLASSIFY** debt by severity:
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- Critical: Security/Stability issues
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- Important: Performance/Maintenance issues
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- Nice to have: Cleanup/Refactor items
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2. **CLASSIFY** debt by type:
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- Security debt
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- Performance debt
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- Code quality debt
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- Test debt
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- Documentation debt
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- Infrastructure debt
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3. **CALCULATE** impact scores:
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- User impact (High/Medium/Low)
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- Developer impact (High/Medium/Low)
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- Business impact (High/Medium/Low)
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4. **ESTIMATE** effort:
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- Hours for small items
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- Days for medium items
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- Weeks for large items
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5. **DISPLAY** debt inventory:
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```
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🏗️ TECHNICAL DEBT INVENTORY
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══════════════════════════════════
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🔴 CRITICAL (Security/Stability)
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────────────────────────────────
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[DEBT-001] Security: Unencrypted Sensitive Data Storage
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- Story: STORY-2025-012
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- Created: Sep 15, 2025
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- Impact: High - PII at risk, compliance violation
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- Effort: Medium (2 days)
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- Priority: P0 - Fix immediately
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- Description: User passwords stored in plain text in logs
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[DEBT-002] Stability: Memory Leak in Background Service
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- Story: STORY-2025-023
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- Created: Sep 20, 2025
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- Impact: High - Application crashes after 24h
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- Effort: Low (1 day)
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- Priority: P0 - Fix immediately
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- Description: Queue worker accumulates memory over time
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🟡 IMPORTANT (Performance/Maintenance)
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────────────────────────────────────
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[DEBT-003] Performance: Unoptimized Database Queries
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- Story: STORY-2025-018
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- Created: Sep 18, 2025
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- Impact: Medium - 3-5s page load times
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- Effort: Medium (2 days)
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- Priority: P1 - Fix soon
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- Description: N+1 queries in user dashboard
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[DEBT-004] Maintenance: Duplicated Business Logic
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- Story: STORY-2025-025
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- Created: Sep 22, 2025
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- Impact: Medium - Hard to update, bug prone
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- Effort: High (3 days)
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- Priority: P2 - Plan for next sprint
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- Description: Payment validation duplicated in 5 places
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🟢 NICE TO HAVE (Cleanup/Refactor)
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──────────────────────────────────
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[DEBT-005] Cleanup: Unused Dependencies
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- Story: STORY-2025-010
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- Created: Sep 10, 2025
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- Impact: Low - Larger bundle size
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- Effort: Low (2 hours)
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- Priority: P3 - When time permits
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- Description: 3 unused npm packages in package.json
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[DEBT-006] Refactor: Complex Livewire Component
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- Story: STORY-2025-021
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- Created: Sep 21, 2025
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- Impact: Low - Maintainability concern
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- Effort: Medium (1 day)
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- Priority: P3 - When time permits
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- Description: TaskManager component has 15 methods
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```
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#### Phase 3: Debt Metrics Calculation
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1. **COUNT** total debt items by category
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2. **SUM** estimated effort (convert to days)
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3. **CALCULATE** debt ratio:
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- Total debt effort / Total development time
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- Percentage of development capacity
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4. **DISPLAY** debt metrics:
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```
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📊 DEBT METRICS
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══════════════════════════════════
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Total Debt Items: 24
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Estimated Effort: 32 days
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By Severity:
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- Critical: 3 items (6 days)
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- Important: 8 items (18 days)
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- Nice to have: 13 items (8 days)
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By Category:
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- Security debt: 2 items (4 days)
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- Performance debt: 5 items (12 days)
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- Code quality debt: 9 items (10 days)
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- Test debt: 4 items (3 days)
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- Documentation debt: 3 items (2 days)
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- Infrastructure debt: 1 item (1 day)
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Debt Ratio: 28% of development capacity
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(32 debt days / 115 total development days)
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Status: ⚠️ High debt load - prioritize reduction
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```
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#### Phase 4: Impact Assessment
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1. **ANALYZE** user impact:
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- Items affecting user experience
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- Items affecting performance
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- Items invisible to users
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2. **ANALYZE** developer impact:
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- Items slowing development
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- Items causing confusion
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- Items increasing bug rate
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3. **ANALYZE** business impact:
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- Items affecting scalability
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- Items increasing costs
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- Items risking compliance
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4. **DISPLAY** impact assessment:
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```
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⚡ IMPACT ASSESSMENT
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══════════════════════════════════
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User Impact:
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- 8 items affect user experience
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- 5 items affect performance
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- 11 items are invisible to users
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Developer Impact:
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- 12 items slow development
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- 7 items cause confusion
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- 9 items increase bug likelihood
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Business Impact:
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- 4 items affect scalability
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- 3 items increase operational costs
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- 2 items risk compliance/security
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Risk Level: 🔴 High
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Recommendation: Address critical items immediately
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```
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#### Phase 5: Priority Matrix Generation
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1. **PLOT** debt items on impact/effort matrix:
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- High impact + Low effort: Quick wins
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- High impact + High effort: Strategic projects
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- Low impact + Low effort: Backlog items
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- Low impact + High effort: Defer or eliminate
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2. **PRIORITIZE** within each quadrant
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3. **GENERATE** priority recommendations
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4. **DISPLAY** priority matrix:
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```
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📈 PRIORITY MATRIX
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══════════════════════════════════
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🎯 HIGH IMPACT + LOW EFFORT (DO FIRST)
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────────────────────────────────────
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[DEBT-002] Memory leak fix (1 day)
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[DEBT-005] Remove unused dependencies (2 hours)
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[DEBT-007] Add missing indexes (4 hours)
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Total effort: 1.75 days
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Expected impact: High stability, reduced costs
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📋 HIGH IMPACT + HIGH EFFORT (PLAN & SCHEDULE)
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──────────────────────────────────────────────
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[DEBT-001] Implement data encryption (2 days)
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[DEBT-004] Refactor duplicated logic (3 days)
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[DEBT-008] Migrate to new API version (5 days)
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Total effort: 10 days
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Expected impact: Security, maintainability
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⚡ LOW IMPACT + LOW EFFORT (QUICK WINS)
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───────────────────────────────────────
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[DEBT-006] Simplify complex component (1 day)
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[DEBT-009] Update deprecated API calls (2 hours)
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[DEBT-010] Fix linting warnings (1 hour)
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Total effort: 1.5 days
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Expected impact: Code quality, dev experience
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⏸️ LOW IMPACT + HIGH EFFORT (DEFER)
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────────────────────────────────────
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[DEBT-011] Achieve 100% test coverage (5 days)
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[DEBT-012] Complete architectural refactor (10 days)
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Total effort: 15 days
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Recommendation: Defer or break into smaller items
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```
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#### Phase 6: Debt Story Generation
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1. **GROUP** related debt items
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2. **CREATE** debt reduction story proposals:
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- Story title
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- Combined debt items
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- Total effort estimate
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- Expected value/benefit
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3. **SUGGEST** story descriptions
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4. **DISPLAY** debt stories:
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```
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📝 DEBT REDUCTION STORIES
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══════════════════════════════════
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Suggested Stories to Create:
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[DEBT-STORY-001] Security Hardening Sprint
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- Combines: DEBT-001, DEBT-013, DEBT-015
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- Items: 3 security issues
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- Effort: 5 days
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- Value: Critical security and compliance
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- Priority: P0 - Must do next sprint
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[DEBT-STORY-002] Performance Optimization Sprint
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- Combines: DEBT-003, DEBT-007, DEBT-014, DEBT-016
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- Items: 4 performance issues
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- Effort: 6 days
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- Value: 50% faster page loads, better UX
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- Priority: P1 - High value
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[DEBT-STORY-003] Code Quality Refactor
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- Combines: DEBT-004, DEBT-006, DEBT-017
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- Items: 3 maintainability issues
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- Effort: 5 days
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- Value: Easier maintenance, faster features
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- Priority: P2 - Medium value
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Create these stories? (y/n)
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```
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#### Phase 7: Debt Reduction Plan
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1. **ORGANIZE** debt items into sprint-sized chunks
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2. **CREATE** timeline for debt reduction:
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- Immediate: Critical items
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- Short-term: Important items
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- Medium-term: Nice to have items
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- Ongoing: Continuous improvements
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3. **CALCULATE** capacity allocation:
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- Percentage of sprint for debt work
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- Expected completion timeline
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4. **DISPLAY** reduction plan:
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```
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📅 DEBT REDUCTION PLAN
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══════════════════════════════════
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IMMEDIATE (This Week)
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────────────────────────────────
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Sprint Focus: Critical security and stability
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- Fix data encryption (2 days)
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- Patch memory leak (1 day)
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- Add authentication checks (1 day)
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Total: 4 days
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Team capacity: 2 developers × 2 days each
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SHORT-TERM (Next 2 Sprints)
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────────────────────────────────
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Sprint 1: Performance optimization
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- Optimize database queries (2 days)
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- Add caching layer (2 days)
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- Add missing indexes (0.5 days)
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Sprint 2: Code quality improvement
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- Refactor duplicated logic (3 days)
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- Simplify complex components (1 day)
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- Add missing tests (2 days)
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Total: 10.5 days
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MEDIUM-TERM (Month 2-3)
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────────────────────────────────
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- Documentation updates (2 days)
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- Dependency upgrades (1 day)
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- Architectural improvements (5 days)
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Total: 8 days
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ONGOING PREVENTION
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────────────────────────────────
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- Allocate 20% of each sprint to debt
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- Address new TODOs within 2 weeks
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- Code review checklist for debt
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- Monthly debt review meeting
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ESTIMATED COMPLETION
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────────────────────────────────
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All critical debt: 1 week
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All high-priority debt: 6 weeks
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All tracked debt: 12 weeks
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With 20% ongoing capacity: Sustainable
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```
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#### Phase 8: Trend Analysis
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1. **TRACK** debt over time:
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- New debt created (from recent stories)
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- Debt resolved (from progress logs)
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- Net change
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2. **CALCULATE** debt velocity:
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- Rate of debt creation
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- Rate of debt resolution
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- Projected timeline
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3. **DISPLAY** trend analysis:
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```
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📉 DEBT TRENDS
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══════════════════════════════════
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Last 30 Days:
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- New debt created: 8 items (12 days effort)
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- Debt resolved: 3 items (4 days effort)
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- Net change: +5 items (+8 days) ⚠️
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Monthly Rate:
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- Debt creation: 8 items/month
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- Debt resolution: 3 items/month
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- Net accumulation: 5 items/month
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Current Trajectory:
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- At current rate: Debt increasing
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- Projected debt in 3 months: 39 items (56 days)
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- Status: 🔴 Unsustainable
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With 20% Sprint Capacity (4 days/sprint):
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- Debt resolution: 8 items/month
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- Net change: Even or reducing
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- Clear current debt: 8 sprints (4 months)
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- Status: ✅ Sustainable
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Recommendation:
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Allocate 20% of sprint capacity to debt reduction
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to prevent accumulation and clear backlog.
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```
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#### Phase 9: Prevention Recommendations
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1. **ANALYZE** root causes of debt
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2. **SUGGEST** process improvements:
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- Code review additions
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- Definition of done criteria
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- Quality gates
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- Standards enforcement
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3. **RECOMMEND** preventive measures:
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- Performance budgets
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- Complexity limits
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- Coverage requirements
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- Documentation standards
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4. **DISPLAY** prevention recommendations:
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```
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🛡️ DEBT PREVENTION
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══════════════════════════════════
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PROCESS IMPROVEMENTS:
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Code Review Checklist:
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✓ Add debt check to review template
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✓ Block PRs with new TODO comments
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✓ Require justification for technical debt
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✓ Link debt to tracking story
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Definition of Done:
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✓ All tests passing
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✓ No new TODO/FIXME comments
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✓ Performance benchmarks met
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✓ Security checks passed
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✓ Documentation updated
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Quality Gates:
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✓ Automated: Lint, format, test coverage
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✓ Manual: Security review for auth changes
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✓ Manual: Performance review for queries
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STANDARDS TO ENFORCE:
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Performance Budgets:
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- Max page load: 2 seconds
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- Max API response: 500ms
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- Max database queries: 10 per request
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- Max N+1 queries: 0
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Complexity Limits:
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- Max cyclomatic complexity: 10
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- Max method length: 30 lines
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- Max class length: 300 lines
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- Max method parameters: 4
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Coverage Requirements:
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- Minimum test coverage: 80%
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- All public methods tested
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- Edge cases covered
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||||
- Browser tests for critical paths
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Documentation Standards:
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||||
- All public APIs documented
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||||
- Complex logic explained
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||||
- Setup instructions complete
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||||
- Deployment process documented
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||||
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TOOL RECOMMENDATIONS:
|
||||
|
||||
Automated Checks:
|
||||
- Laravel Pint for code style
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||||
- Pest for testing
|
||||
- PHPStan for static analysis
|
||||
- GitHub Actions for CI/CD
|
||||
|
||||
Monitoring:
|
||||
- Laravel Telescope for debugging
|
||||
- Performance monitoring
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- Error tracking
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- Log aggregation
|
||||
```
|
||||
|
||||
#### Phase 10: Report Export
|
||||
1. **COMPILE** all debt data into comprehensive report
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||||
2. **GENERATE** debt backlog stories
|
||||
3. **CREATE** tracking documents
|
||||
|
||||
4. **OFFER** export options:
|
||||
```
|
||||
💾 EXPORT OPTIONS
|
||||
══════════════════════════════════
|
||||
|
||||
Export debt report to:
|
||||
1. /tech-debt/report-2025-10-01.md
|
||||
- Complete debt inventory
|
||||
- Metrics and trends
|
||||
- Reduction plan
|
||||
- Prevention recommendations
|
||||
|
||||
2. Create debt stories in /docs/stories/backlog/:
|
||||
- DEBT-STORY-001.md (Security sprint)
|
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- DEBT-STORY-002.md (Performance sprint)
|
||||
- DEBT-STORY-003.md (Code quality sprint)
|
||||
|
||||
3. Create debt tracking dashboard:
|
||||
- /tech-debt/dashboard.md
|
||||
- Updated weekly with latest status
|
||||
|
||||
Export all? (y/n)
|
||||
```
|
||||
|
||||
5. **DISPLAY** export summary:
|
||||
```
|
||||
✅ EXPORT COMPLETE
|
||||
══════════════════════════════════
|
||||
|
||||
Files Created:
|
||||
✓ /tech-debt/report-2025-10-01.md
|
||||
✓ /tech-debt/dashboard.md
|
||||
✓ /docs/stories/backlog/DEBT-STORY-001.md
|
||||
✓ /docs/stories/backlog/DEBT-STORY-002.md
|
||||
✓ /docs/stories/backlog/DEBT-STORY-003.md
|
||||
|
||||
NEXT STEPS:
|
||||
1. Review and prioritize debt stories
|
||||
2. Schedule critical items for this sprint
|
||||
3. Allocate 20% capacity for debt work
|
||||
4. Update debt dashboard weekly
|
||||
5. Track debt velocity monthly
|
||||
|
||||
💡 QUICK START:
|
||||
/sdd:story-start DEBT-STORY-001 # Begin security sprint
|
||||
```
|
||||
|
||||
### OUTPUTS
|
||||
- Console display of complete debt analysis
|
||||
- Optional: `/tech-debt/report-[date].md` - Comprehensive debt report
|
||||
- Optional: `/tech-debt/dashboard.md` - Tracking dashboard
|
||||
- Optional: `/docs/stories/backlog/DEBT-STORY-*.md` - Debt reduction stories
|
||||
|
||||
### RULES
|
||||
- MUST scan all story directories (not just completed)
|
||||
- MUST categorize debt by severity (critical/important/nice-to-have)
|
||||
- MUST calculate effort estimates (hours/days)
|
||||
- MUST prioritize by impact/effort matrix
|
||||
- SHOULD link debt items to source stories
|
||||
- SHOULD provide timeline for debt reduction
|
||||
- SHOULD suggest prevention measures
|
||||
- NEVER modify story files (read-only operation)
|
||||
- ALWAYS show debt sources and dates
|
||||
- ALWAYS provide actionable recommendations
|
||||
- MUST handle missing data gracefully
|
||||
|
||||
## Debt Severity Levels
|
||||
|
||||
### Critical (P0)
|
||||
- Security vulnerabilities
|
||||
- Stability/crash issues
|
||||
- Data loss risks
|
||||
- Compliance violations
|
||||
- **Action**: Fix immediately
|
||||
|
||||
### Important (P1)
|
||||
- Performance degradation
|
||||
- Maintainability issues
|
||||
- Moderate bug risks
|
||||
- User experience problems
|
||||
- **Action**: Fix within 1-2 sprints
|
||||
|
||||
### Nice to Have (P2/P3)
|
||||
- Code cleanup
|
||||
- Minor refactoring
|
||||
- Documentation gaps
|
||||
- Optimization opportunities
|
||||
- **Action**: Address when capacity allows
|
||||
|
||||
## Examples
|
||||
|
||||
### Example 1: All Debt
|
||||
```bash
|
||||
INPUT:
|
||||
/sdd:story-tech-debt
|
||||
|
||||
OUTPUT:
|
||||
→ Scanning all story directories...
|
||||
→ Found 24 debt items across 18 stories
|
||||
→ Categorizing and prioritizing...
|
||||
|
||||
🏗️ TECHNICAL DEBT INVENTORY
|
||||
══════════════════════════════════
|
||||
|
||||
🔴 CRITICAL (3 items)
|
||||
[DEBT-001] Security: Unencrypted sensitive data
|
||||
[DEBT-002] Stability: Memory leak in queue worker
|
||||
[DEBT-003] Security: Missing authentication check
|
||||
|
||||
🟡 IMPORTANT (8 items)
|
||||
[DEBT-004] Performance: N+1 query issues
|
||||
[DEBT-005] Maintenance: Duplicated business logic
|
||||
[... 6 more ...]
|
||||
|
||||
🟢 NICE TO HAVE (13 items)
|
||||
[DEBT-006] Cleanup: Unused dependencies
|
||||
[... 12 more ...]
|
||||
|
||||
[Additional sections...]
|
||||
|
||||
📝 DEBT REDUCTION STORIES
|
||||
|
||||
Create 3 debt stories in backlog? (y/n)
|
||||
```
|
||||
|
||||
### Example 2: Critical Debt Only
|
||||
```bash
|
||||
INPUT:
|
||||
/sdd:story-tech-debt critical
|
||||
|
||||
OUTPUT:
|
||||
→ Scanning for critical debt only...
|
||||
→ Found 3 critical items
|
||||
|
||||
🔴 CRITICAL DEBT (3 items, 6 days)
|
||||
══════════════════════════════════
|
||||
|
||||
[DEBT-001] Security: Unencrypted Sensitive Data
|
||||
- Story: STORY-2025-012
|
||||
- Impact: High - PII at risk
|
||||
- Effort: 2 days
|
||||
- Description: User data stored without encryption
|
||||
|
||||
[DEBT-002] Stability: Memory Leak
|
||||
- Story: STORY-2025-023
|
||||
- Impact: High - Crashes after 24h
|
||||
- Effort: 1 day
|
||||
- Description: Queue worker memory accumulation
|
||||
|
||||
[DEBT-003] Security: Missing Auth Check
|
||||
- Story: STORY-2025-028
|
||||
- Impact: High - Unauthorized access possible
|
||||
- Effort: 3 days
|
||||
- Description: Admin endpoints lack verification
|
||||
|
||||
⚠️ ACTION REQUIRED
|
||||
──────────────────────────────────
|
||||
These critical items should be addressed immediately.
|
||||
Estimated effort: 6 days total
|
||||
|
||||
Create emergency debt story? (y/n)
|
||||
```
|
||||
|
||||
### Example 3: No Debt Found
|
||||
```bash
|
||||
INPUT:
|
||||
/sdd:story-tech-debt
|
||||
|
||||
OUTPUT:
|
||||
→ Scanning all story directories...
|
||||
→ Analyzing debt indicators...
|
||||
|
||||
✅ NO TECHNICAL DEBT DETECTED
|
||||
══════════════════════════════════
|
||||
|
||||
No debt indicators found in stories:
|
||||
- No TODO/FIXME comments
|
||||
- No deferred items
|
||||
- No temporary solutions
|
||||
- No skipped tests
|
||||
|
||||
Status: 🎉 Clean codebase!
|
||||
|
||||
PREVENTION:
|
||||
Continue following best practices:
|
||||
- Code review process
|
||||
- Test-driven development
|
||||
- Performance monitoring
|
||||
- Security checks
|
||||
|
||||
Run /sdd:story-metrics to see quality metrics.
|
||||
```
|
||||
|
||||
## Edge Cases
|
||||
|
||||
### No Stories Available
|
||||
- DETECT empty story directories
|
||||
- DISPLAY no data message
|
||||
- SUGGEST creating stories first
|
||||
- PROVIDE guidance on starting
|
||||
|
||||
### All Debt Resolved
|
||||
- DETECT zero debt items
|
||||
- CELEBRATE clean codebase
|
||||
- SHOW prevention recommendations
|
||||
- SUGGEST ongoing practices
|
||||
|
||||
### Incomplete Debt Information
|
||||
- PARSE flexibly from available data
|
||||
- MARK incomplete items for review
|
||||
- ESTIMATE effort conservatively
|
||||
- CONTINUE with best-effort analysis
|
||||
|
||||
### Very High Debt Load
|
||||
- DETECT debt > 50% of development time
|
||||
- DISPLAY warning alert
|
||||
- PRIORITIZE ruthlessly (critical only)
|
||||
- SUGGEST process intervention
|
||||
|
||||
## Error Handling
|
||||
- **No story directories**: Report missing structure, suggest `/sdd:project-init`
|
||||
- **Permission errors**: Report specific file access issues
|
||||
- **Malformed story files**: Skip problematic files, log warnings
|
||||
- **Invalid priority parameter**: Show valid options, use default
|
||||
- **Export directory conflicts**: Ask to overwrite or merge
|
||||
|
||||
## Performance Considerations
|
||||
- Efficient file scanning (single pass per directory)
|
||||
- Lazy parsing (only parse when needed)
|
||||
- Pattern matching with regex for debt indicators
|
||||
- Streaming output for large debt lists
|
||||
- Typical completion time: < 3 seconds for 50 stories
|
||||
|
||||
## Related Commands
|
||||
- `/sdd:story-metrics` - Development velocity and quality metrics
|
||||
- `/sdd:story-patterns` - Identify recurring patterns
|
||||
- `/sdd:project-status` - Current project state
|
||||
- `/sdd:story-new [id]` - Create debt reduction story
|
||||
|
||||
## Constraints
|
||||
- ✅ MUST be read-only (no story modifications)
|
||||
- ✅ MUST categorize by severity (critical/important/nice-to-have)
|
||||
- ✅ MUST provide effort estimates
|
||||
- ⚠️ SHOULD link debt to source stories
|
||||
- 📊 SHOULD include impact assessment
|
||||
- 💡 SHOULD generate reduction plan
|
||||
- 🛡️ SHOULD suggest prevention measures
|
||||
- ⏱️ MUST complete analysis in reasonable time (< 5s)
|
||||
- 📁 SHOULD offer to export and create stories
|
||||
Reference in New Issue
Block a user