feat: implement new claude skills and workflow

CLAUDE.md

@@ -45,24 +45,23 @@ private mapRow(row: any): MyType {
 
 All methods returning data to the API must use these mappers - never return raw database rows.
 
-## Docker-First Implementation Strategy
+## Development Workflow (Local + CI/CD)
 
-### 1. Package.json Updates Only
-File: `frontend/package.json`
-- Add `"{package}": "{version}"` to dependencies
-- No npm install needed - handled by container rebuild
-- Testing: Instruct user to rebuild the containers and report back build errors
-
-### 2. Container-Validated Development Workflow (Production-only)
+### Local Development
 ```bash
-# After each change:
-Instruct user to rebuild the containers and report back build errors
-make logs           # Monitor for build/runtime errors
+npm install          # Install dependencies
+npm run dev          # Start dev server
+npm test             # Run tests
+npm run lint         # Linting
+npm run type-check   # TypeScript validation
 ```
 
-### 3. Docker-Tested Component Development (Production-only)
-- Use local dev briefly to pinpoint bugs (hook ordering, missing navigation, Suspense fallback behavior)
-- Validate all fixes in containers.
+### CI/CD Pipeline (on PR)
+- Container builds and integration tests
+- Mobile/desktop viewport validation
+- Security scanning
+
+**Flow**: Local dev -> Push to Gitea -> CI/CD runs -> PR review -> Merge
 
 
 ## Quality Standards
@@ -133,12 +132,27 @@ Issues are the source of truth. See `.ai/workflow-contract.json` for complete wo
 **MotoVaultPro uses a simplified architecture:** A single-tenant application with 5 containers - Traefik, Frontend, Backend, PostgreSQL, and Redis. Application features in `backend/src/features/[name]/` are self-contained modules within the backend service, including the platform feature for vehicle data and VIN decoding.
 
 ### Key Principles for AI Understanding
-- **Production-Only**: All services use production builds and configuration
-- **Docker-First**: All development in containers, no local installs
 - **Feature Capsule Organization**: Application features are self-contained modules within the backend
 - **Single-Tenant**: All data belongs to a single user/tenant
 - **User-Scoped Data**: All application data isolated by user_id
+- **Local Dev + CI/CD**: Development locally, container testing in CI/CD pipeline
 - **Integrated Platform**: Platform capabilities integrated into main backend service
 
 ### Common AI Tasks
 See `Makefile` for authoritative commands and `docs/README.md` for navigation.
+
+## Agent System
+
+| Directory | Contents | When to Read |
+|-----------|----------|--------------|
+| `.claude/role-agents/` | Developer, TW, QR, Debugger | Delegating execution |
+| `.claude/role-agents/quality-reviewer.md` | RULE 0/1/2 definitions | Quality review |
+| `.claude/skills/planner/` | Planning workflow | Complex features (3+ files) |
+| `.claude/skills/problem-analysis/` | Problem decomposition | Uncertain approach |
+| `.claude/agents/` | Domain agents | Feature/Frontend/Platform work |
+| `.ai/workflow-contract.json` | Sprint process, skill integration | Issue workflow |
+
+### Quality Rules (see quality-reviewer.md for full definitions)
+- **RULE 0 (CRITICAL)**: Production reliability - unhandled errors, security, resource exhaustion
+- **RULE 1 (HIGH)**: Project standards - mobile+desktop, naming, patterns, CI/CD pass
+- **RULE 2 (SHOULD_FIX)**: Structural quality - god objects, duplication, dead code