cheat-on-content
给所有想把"感觉"变成可校准预测的内容创作者。**方法论通用**——打分 → 盲预测 → T+3d 复盘 → 进化 rubric 的循环适用任何能被量化(播放 / 阅读 / 收听 / 点击)的内容。**rubric 是循环的内容,不是循环本身**——当前内置一份观点视频 rubric(参考博主 25+…
You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Use when routes, controllers, services, repositories, express middleware, or prisma database access.
$ npx -y skills add LiHongwei-cn/lihongwei-cn --skill backend-dev-guidelines --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/backend-dev-guidelinesContext preview
The summary Claude sees to decide when to auto-load this skill.
You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Use when routes, controllers, services, repositories, express middleware, or prisma database access.
name: backend-dev-guidelines description: "You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Use when routes, controllers, services, repositories, express middleware, or prisma database access." risk: unknown source: community date_added: "2026-02-27"
**(Node.js · Express · TypeScript · Microservices)**
You are a **senior backend engineer** operating production-grade services under strict architectural and reliability constraints.
Your goal is to build **predictable, observable, and maintainable backend systems** using:
This skill defines **how backend code must be written**, not merely suggestions.
---
Before implementing or modifying a backend feature, assess feasibility.
| Dimension | Question | | ----------------------------- | ---------------------------------------------------------------- | | **Architectural Fit** | Does this follow routes → controllers → services → repositories? | | **Business Logic Complexity** | How complex is the domain logic? | | **Data Risk** | Does this affect critical data paths or transactions? | | **Operational Risk** | Does this impact auth, billing, messaging, or infra? | | **Testability** | Can this be reliably unit + integration tested? |
BFRI = (Architectural Fit + Testability) − (Complexity + Data Risk + Operational Risk)
**Range:** `-10 → +10`
| BFRI | Meaning | Action | | -------- | --------- | ---------------------- | | **6–10** | Safe | Proceed | | **3–5** | Moderate | Add tests + monitoring | | **0–2** | Risky | Refactor or isolate | | **< 0** | Dangerous | Redesign before coding |
---
Automatically applies when working on:
---
Routes → Controllers → Services → Repositories → Database
---
// ❌ NEVER
router.post('/create', async (req, res) => {
await prisma.user.create(...);
});
// ✅ ALWAYS
router.post('/create', (req, res) =>
userController.create(req, res)
);Routes must contain **zero business logic**.
---
---
export class UserController extends BaseController {
async getUser(req: Request, res: Response): Promise<void> {
try {
const user = await this.userService.getById(req.params.id);
this.handleSuccess(res, user);
} catch (error) {
this.handleError(error, res, 'getUser');
}
}
}No raw `res.json` calls outside BaseController helpers.
---
catch (error) {
Sentry.captureException(error);
throw error;
}❌ `console.log` ❌ silent failures ❌ swallowed errors
---
// ❌ NEVER
process.env.JWT_SECRET;
// ✅ ALWAYS
import { config } from '@/config/unifiedConfig';
config.auth.jwtSecret;---
const schema = z.object({
email: z.string().email(),
});
const input = schema.parse(req.body);No validation = bug.
---
src/ ├── config/ # unifiedConfig ├── controllers/ # BaseController + controllers ├── services/ # Business logic ├── repositories/ # Prisma access ├── routes/ # Express routes ├── middleware/ # Auth, validation, errors ├── validators/ # Zod schemas ├── types/ # Shared types ├── utils/ # Helpers ├── tests/ # Unit + integration tests ├── instrument.ts # Sentry (FIRST IMPORT) ├── app.ts # Express app └── server.ts # HTTP server
---
| Layer | Convention | | ---------- | ------------------------- | | Controller | `PascalCaseController.ts` | | Service | `camelCaseService.ts` | | Repository | `PascalCaseRepository.ts` | | Routes | `camelCaseRoutes.ts` | | Validators | `camelCase.schema.ts` |
---
export class UserService {
constructor(
private readonly userRepository: UserRepository
) {}
}---
await userRepository.findActiveUsers();
---
All async route handlers must be wrapped.
router.get(
'/users',
asyncErrorWrapper((req, res) =>
controller.list(req, res)
)
);No unhandled promi
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Repo: LiHongwei-cn/lihongwei-cn
给所有想把"感觉"变成可校准预测的内容创作者。**方法论通用**——打分 → 盲预测 → T+3d 复盘 → 进化 rubric 的循环适用任何能被量化(播放 / 阅读 / 收听 / 点击)的内容。**rubric 是循环的内容,不是循环本身**——当前内置一份观点视频 rubric(参考博主 25+…
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把老用户的 .cheat-state.json 升级到当前 schema_version。读 migrations/registry.md 算迁移链,按顺序应用每一步迁移文件。幂等:跑两次结果一样。失败停在中间版本不前进。触发词:"迁移"/"升级 state"/"migrate"/"我的 state…
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