feat(project): add initial scaffold, CI, and README

2026-03-03 02:10:16 +00:00
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+# 🛡️ Phase 4 Playbook — Quality & Hardening
+
+> **Duration**: 3-7 days | **Agents**: 8 | **Gate Keeper**: Reality Checker (sole authority)
+
+---
+
+## Objective
+
+The final quality gauntlet. The Reality Checker defaults to "NEEDS WORK" — you must prove production readiness with overwhelming evidence. This phase exists because first implementations typically need 2-3 revision cycles, and that's healthy.
+
+## Pre-Conditions
+
+- [ ] Phase 3 Quality Gate passed (all tasks QA'd)
+- [ ] Phase 3 Handoff Package received
+- [ ] All features implemented and individually verified
+
+## Critical Mindset
+
+> **The Reality Checker's default verdict is NEEDS WORK.**
+> 
+> This is not pessimism — it's realism. Production readiness requires:
+> - Complete user journeys working end-to-end
+> - Cross-device consistency (desktop, tablet, mobile)
+> - Performance under load (not just happy path)
+> - Security validation (not just "we added auth")
+> - Specification compliance (every requirement, not most)
+>
+> A B/B+ rating on first pass is normal and expected.
+
+## Agent Activation Sequence
+
+### Step 1: Evidence Collection (Day 1-2, All Parallel)
+
+#### 📸 Evidence Collector — Comprehensive Visual Evidence
+```
+Activate Evidence Collector for comprehensive system evidence on [PROJECT].
+
+Deliverables required:
+1. Full screenshot suite:
+   - Desktop (1920x1080) — every page/view
+   - Tablet (768x1024) — every page/view
+   - Mobile (375x667) — every page/view
+2. Interaction evidence:
+   - Navigation flows (before/after clicks)
+   - Form interactions (empty, filled, submitted, error states)
+   - Modal/dialog interactions
+   - Accordion/expandable content
+3. Theme evidence:
+   - Light mode — all pages
+   - Dark mode — all pages
+   - System preference detection
+4. Error state evidence:
+   - 404 pages
+   - Form validation errors
+   - Network error handling
+   - Empty states
+
+Format: Screenshot Evidence Package with test-results.json
+Timeline: 2 days
+```
+
+#### 🔌 API Tester — Full API Regression
+```
+Activate API Tester for complete API regression on [PROJECT].
+
+Deliverables required:
+1. Endpoint regression suite:
+   - All endpoints tested (GET, POST, PUT, DELETE)
+   - Authentication/authorization verification
+   - Input validation testing
+   - Error response verification
+2. Integration testing:
+   - Cross-service communication
+   - Database operation verification
+   - External API integration
+3. Edge case testing:
+   - Rate limiting behavior
+   - Large payload handling
+   - Concurrent request handling
+   - Malformed input handling
+
+Format: API Test Report with pass/fail per endpoint
+Timeline: 2 days
+```
+
+#### ⚡ Performance Benchmarker — Load Testing
+```
+Activate Performance Benchmarker for load testing on [PROJECT].
+
+Deliverables required:
+1. Load test at 10x expected traffic:
+   - Response time distribution (P50, P95, P99)
+   - Throughput under load
+   - Error rate under load
+   - Resource utilization (CPU, memory, network)
+2. Core Web Vitals measurement:
+   - LCP (Largest Contentful Paint) < 2.5s
+   - FID (First Input Delay) < 100ms
+   - CLS (Cumulative Layout Shift) < 0.1
+3. Database performance:
+   - Query execution times
+   - Connection pool utilization
+   - Index effectiveness
+4. Stress test results:
+   - Breaking point identification
+   - Graceful degradation behavior
+   - Recovery time after overload
+
+Format: Performance Certification Report
+Timeline: 2 days
+```
+
+#### ⚖️ Legal Compliance Checker — Final Compliance Audit
+```
+Activate Legal Compliance Checker for final compliance audit on [PROJECT].
+
+Deliverables required:
+1. Privacy compliance verification:
+   - Privacy policy accuracy
+   - Consent management functionality
+   - Data subject rights implementation
+   - Cookie consent implementation
+2. Security compliance:
+   - Data encryption (at rest and in transit)
+   - Authentication security
+   - Input sanitization
+   - OWASP Top 10 check
+3. Regulatory compliance:
+   - GDPR requirements (if applicable)
+   - CCPA requirements (if applicable)
+   - Industry-specific requirements
+4. Accessibility compliance:
+   - WCAG 2.1 AA verification
+   - Screen reader compatibility
+   - Keyboard navigation
+
+Format: Compliance Certification Report
+Timeline: 2 days
+```
+
+### Step 2: Analysis (Day 3-4, Parallel, after Step 1)
+
+#### 📊 Test Results Analyzer — Quality Metrics Aggregation
+```
+Activate Test Results Analyzer for quality metrics aggregation on [PROJECT].
+
+Input: ALL Step 1 reports
+Deliverables required:
+1. Aggregate quality dashboard:
+   - Overall quality score
+   - Category breakdown (visual, functional, performance, security, compliance)
+   - Issue severity distribution
+   - Trend analysis (if multiple test cycles)
+2. Issue prioritization:
+   - Critical issues (must fix before production)
+   - High issues (should fix before production)
+   - Medium issues (fix in next sprint)
+   - Low issues (backlog)
+3. Risk assessment:
+   - Production readiness probability
+   - Remaining risk areas
+   - Recommended mitigations
+
+Format: Quality Metrics Dashboard
+Timeline: 1 day
+```
+
+#### 🔄 Workflow Optimizer — Process Efficiency Review
+```
+Activate Workflow Optimizer for process efficiency review on [PROJECT].
+
+Input: Phase 3 execution data + Step 1 findings
+Deliverables required:
+1. Process efficiency analysis:
+   - Dev↔QA loop efficiency (first-pass rate, average retries)
+   - Bottleneck identification
+   - Time-to-resolution for different issue types
+2. Improvement recommendations:
+   - Process changes for Phase 6 operations
+   - Automation opportunities
+   - Quality improvement suggestions
+
+Format: Optimization Recommendations Report
+Timeline: 1 day
+```
+
+#### 🏗️ Infrastructure Maintainer — Production Readiness Check
+```
+Activate Infrastructure Maintainer for production readiness on [PROJECT].
+
+Deliverables required:
+1. Production environment validation:
+   - All services healthy and responding
+   - Auto-scaling configured and tested
+   - Load balancer configuration verified
+   - SSL/TLS certificates valid
+2. Monitoring validation:
+   - All critical metrics being collected
+   - Alert rules configured and tested
+   - Dashboard access verified
+   - Log aggregation working
+3. Disaster recovery validation:
+   - Backup systems operational
+   - Recovery procedures documented and tested
+   - Failover mechanisms verified
+4. Security validation:
+   - Firewall rules reviewed
+   - Access controls verified
+   - Secrets management confirmed
+   - Vulnerability scan clean
+
+Format: Infrastructure Readiness Report
+Timeline: 1 day
+```
+
+### Step 3: Final Judgment (Day 5-7, Sequential)
+
+#### 🔍 Reality Checker — THE FINAL VERDICT
+```
+Activate Reality Checker for final integration testing on [PROJECT].
+
+MANDATORY PROCESS — DO NOT SKIP:
+
+Step 1: Reality Check Commands
+- Verify what was actually built (ls, grep for claimed features)
+- Cross-check claimed features against specification
+- Run comprehensive screenshot capture
+- Review all evidence from Step 1 and Step 2
+
+Step 2: QA Cross-Validation
+- Review Evidence Collector findings
+- Cross-reference with API Tester results
+- Verify Performance Benchmarker data
+- Confirm Legal Compliance Checker findings
+
+Step 3: End-to-End System Validation
+- Test COMPLETE user journeys (not individual features)
+- Verify responsive behavior across ALL devices
+- Check interaction flows end-to-end
+- Review actual performance data
+
+Step 4: Specification Reality Check
+- Quote EXACT text from original specification
+- Compare with ACTUAL implementation evidence
+- Document EVERY gap between spec and reality
+- No assumptions — evidence only
+
+VERDICT OPTIONS:
+- READY: Overwhelming evidence of production readiness (rare first pass)
+- NEEDS WORK: Specific issues identified with fix list (expected)
+- NOT READY: Major architectural issues requiring Phase 1/2 revisit
+
+Format: Reality-Based Integration Report
+Default: NEEDS WORK unless proven otherwise
+```
+
+## Quality Gate — THE FINAL GATE
+
+| # | Criterion | Threshold | Evidence Required |
+|---|-----------|-----------|-------------------|
+| 1 | User journeys complete | All critical paths working end-to-end | Reality Checker screenshots |
+| 2 | Cross-device consistency | Desktop + Tablet + Mobile all working | Responsive screenshots |
+| 3 | Performance certified | P95 < 200ms, LCP < 2.5s, uptime > 99.9% | Performance Benchmarker report |
+| 4 | Security validated | Zero critical vulnerabilities | Security scan + compliance report |
+| 5 | Compliance certified | All regulatory requirements met | Legal Compliance Checker report |
+| 6 | Specification compliance | 100% of spec requirements implemented | Point-by-point verification |
+| 7 | Infrastructure ready | Production environment validated | Infrastructure Maintainer report |
+
+## Gate Decision
+
+**Sole authority**: Reality Checker
+
+### If READY (proceed to Phase 5):
+```markdown
+## Phase 4 → Phase 5 Handoff Package
+
+### For Launch Team:
+- Reality Checker certification report
+- Performance certification
+- Compliance certification
+- Infrastructure readiness report
+- Known limitations (if any)
+
+### For Growth Hacker:
+- Product ready for users
+- Feature list for marketing messaging
+- Performance data for credibility
+
+### For DevOps Automator:
+- Production deployment approved
+- Blue-green deployment plan
+- Rollback procedures confirmed
+```
+
+### If NEEDS WORK (return to Phase 3):
+```markdown
+## Phase 4 → Phase 3 Return Package
+
+### Fix List (from Reality Checker):
+1. [Critical Issue 1]: [Description + evidence + fix instruction]
+2. [Critical Issue 2]: [Description + evidence + fix instruction]
+3. [High Issue 1]: [Description + evidence + fix instruction]
+...
+
+### Process:
+- Issues enter Dev↔QA loop (Phase 3 mechanics)
+- Each fix must pass Evidence Collector QA
+- When all fixes complete → Return to Phase 4 Step 3
+- Reality Checker re-evaluates with updated evidence
+
+### Expected: 2-3 revision cycles is normal
+```
+
+### If NOT READY (return to Phase 1/2):
+```markdown
+## Phase 4 → Phase 1/2 Return Package
+
+### Architectural Issues Identified:
+1. [Fundamental Issue]: [Why it can't be fixed in Phase 3]
+2. [Structural Problem]: [What needs to change at architecture level]
+
+### Recommended Action:
+- [ ] Revise system architecture (Phase 1)
+- [ ] Rebuild foundation (Phase 2)
+- [ ] Descope and redefine (Phase 1)
+
+### Studio Producer Decision Required
+```
+
+---
+
+*Phase 4 is complete when the Reality Checker issues a READY verdict with overwhelming evidence. NEEDS WORK is the expected first-pass result — it means the system is working but needs polish.*