算法艺术创作
algorithmic-art
通过代码和可调参数创作生成艺术与交互式视觉效果。
review-software-architecture【设计与创意】Review software architecture for coupling, cohesion, SOLID principles, API design, scalability, and technical debt. Covers system-level evaluation, architecture decision record review, and improvement recommendations. Use when evaluating a proposed architecture before implementation, assessing an existing system for scalability or security, reviewing…
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於系級評構於質屬、設律守、長維。
圖系界與接:
## System Context
- **Name**: [System name]
- **Purpose**: [One-line description]
- **Users**: [Who uses it and how]
- **Scale**: [Requests/sec, data volume, user count]
- **Age**: [Years in production, major versions]
- **Team**: [Size, composition]
## External Dependencies
| Dependency | Type | Criticality | Notes |
|-----------|------|-------------|-------|
| PostgreSQL | Database | Critical | Primary data store |
| Redis | Cache | High | Session store + caching |
| Stripe | External API | Critical | Payment processing |
| S3 | Object storage | High | File uploads |
得:明系所為與所依。 敗:構文缺→自碼構、配、發檔導脈。
察模間依密:
# Detect circular dependencies (JavaScript/TypeScript)
npx madge --circular src/
# Detect import patterns (Python)
# Look for deep cross-package imports
grep -r "from app\." --include="*.py" | sort | uniq -c | sort -rn | head -20
評各模有單明責乎:
| Coupling Level | Description | Example |
|---|---|---|
| Low (good) | Modules communicate through interfaces | Service A calls Service B's API |
| Medium | Modules share data structures | Shared DTO/model library |
| High (concern) | Modules reference each other's internals | Direct database access across modules |
| Pathological | Modules modify each other's internal state | Global mutable state |
得:耦與聚估含庫特例。 敗:庫過大不能手審→抽 3-5 關模與最改檔。
| Principle | Question | Red Flags |
|---|---|---|
| Single Responsibility | Does each class/module have one reason to change? | Classes with >5 public methods on unrelated concerns |
| Open/Closed | Can behavior be extended without modifying existing code? | Frequent modifications to core classes for each new feature |
| Liskov Substitution | Can subtypes replace their base types without breaking behavior? | Type checks (instanceof) scattered through consumer code |
| Interface Segregation | Are interfaces focused and minimal? | "Fat" interfaces where consumers implement unused methods |
| Dependency Inversion | Do high-level modules depend on abstractions, not details? | Direct instantiation of infrastructure classes in business logic |
## SOLID Assessment
| Principle | Status | Evidence | Impact |
|-----------|--------|----------|--------|
| SRP | Concern | UserService handles auth, profile, notifications, and billing | High — changes to billing risk breaking auth |
| OCP | Good | Plugin system for payment providers | Low |
| LSP | Good | No type-checking anti-patterns found | Low |
| ISP | Concern | IRepository has 15 methods, most implementors use 3-4 | Medium |
| DIP | Concern | Controllers directly instantiate database repositories | Medium |
得:各律估含至少一特例。 敗:非諸律於各構式皆等。律少相時記之(如 ISP 於函碼少要)。
為露 API 之系(REST、GraphQL、gRPC):
## API Design Review
| Aspect | Status | Notes |
|--------|--------|-------|
| Naming consistency | Good | RESTful resource naming throughout |
| Versioning | Concern | No versioning strategy — breaking changes affect all clients |
| Error format | Good | RFC 7807 Problem Details used consistently |
| Auth | Good | JWT with role-based scopes |
| Rate limiting | Missing | No rate limiting on any endpoint |
| Documentation | Concern | OpenAPI spec exists but 6 months out of date |
得:API 設對常準審含特發見。 敗:無 API 露→略此步、注內模接。
得:擴與信對所述非功需估。 敗:非功需未書→薦定為首步。
## Technical Debt Inventory
| Item | Severity | Impact | Estimated Effort | Recommendation |
|------|----------|--------|-----------------|----------------|
| No database migrations | High | Schema changes are manual and error-prone | 1 sprint | Adopt Alembic/Flyway |
| Monolithic test suite | Medium | Tests take 45 min, developers skip them | 2 sprints | Split into unit/integration/e2e |
| Hardcoded config values | Medium | Environment-specific values in source code | 1 sprint | Extract to env vars/config service |
| No CI/CD pipeline | High | Manual deployment prone to errors | 1 sprint | Set up GitHub Actions |
得:技債錄含重、影、力估。 敗:債錄淹→序首五於影/力比。
ADR 存→估:
ADR 無→薦立之為關決。
## Architecture Review Report
### Executive Summary
[2-3 sentences: overall health, key concerns, recommended actions]
### Strengths
1. [Specific architectural strength with evidence]
2. ...
### Concerns (by severity)
#### Critical
1. **[Title]**: [Description, impact, recommendation]
#### Major
1. **[Title]**: [Description, impact, recommendation]
#### Minor
1. **[Title]**: [Description, recommendation]
### Technical Debt Summary
[Top 5 debt items with prioritized recommendations]
### Recommended Next Steps
1. [Actionable recommendation with clear scope]
2. ...
得:審報可動含序薦。 敗:審時限→明述何覆何餘。
code-reviewersecurity-audit-codebase — 安注碼與配審configure-git-repository — 庫構與約design-serialization-schema — 數模設與化review-data-analysis — 析正審(補角)