Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add DVNghiem/FlowDeck --skill backend-patternsgit clone --depth 1 https://github.com/DVNghiem/FlowDeckWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dvnghiem/flowdeck/backend-patterns)<a href="https://agentmods.dev/skills/dvnghiem/flowdeck/backend-patterns"><img src="https://agentmods.dev/badge/skills/dvnghiem/flowdeck/backend-patterns/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/dvnghiem/flowdeck/backend-patterns"><img src="https://agentmods.dev/badge/skills/dvnghiem/flowdeck/backend-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00019 | $0.00703 |
| Opus 5.5 | $0.00008 | $0.00281 |
| Sonnet 5.5 | $0.00004 | $0.00141 |
| Haiku 4.5 | $0.00002 | $0.00070 |
Grade A, and why
backend-patterns scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.
backend-patterns
When to Activate
When implementing backend services, APIs, or server-side logic. Use when designing service layers, data access patterns, or middleware.
Steps
- Identify the service layer - Determine if you need a service layer to orchestrate business logic
- Apply Repository Pattern - Encapsulate data access behind repository interfaces for testability
- Use Dependency Injection - Pass dependencies explicitly rather than creating them inside classes
- Implement error handling - Add comprehensive error handling with appropriate HTTP status codes
- Add middleware/logging - Log requests, responses, and errors consistently
Examples
// Service Layer with Repository Pattern
interface UserRepository {
findById(id: string): Promise<User | null>;
findAll(filter?: UserFilter): Promise<User[]>;
create(attributes: CreateUserDTO): Promise<User>;
update(id: string, attributes: UpdateUserDTO): Promise<User>;
delete(id: string): Promise<void>;
}
class UserService {
constructor(private readonly userRepository: UserRepository) {}
async getUser(id: string): Promise<User> {
const user = await this.userRepository.findById(id);
if (!user) {
throw new NotFoundError(`User with id ${id} not found`);
}
return user;
}
async createUser(dto: CreateUserDTO): Promise<User> {
const existing = await this.userRepository.findByEmail(dto.email);
if (existing) {
throw new ConflictError('User with this email already exists');
}
return this.userRepository.create(dto);
}
}
// Dependency Injection Container
const container = new Container();
container.register('userRepository', () => new PostgresUserRepository());
container.register('userService', () => new UserService(container.resolve('userRepository')));
// Error Handling with Custom Exceptions
class AppError extends Error {
constructor(
message: string,
public readonly code: string,
public readonly statusCode: number = 500
) {
super(message);
this.name = 'AppError';
}
}
class NotFoundError extends AppError {
constructor(message: string) {
super(message, 'NOT_FOUND', 404);
}
}
class ValidationError extends AppError {
constructor(
message: string,
public readonly details?: Record<string, string[]>
) {
super(message, 'VALIDATION_ERROR', 422);
}
}
// Global Error Handler Middleware
function errorHandler(err: Error, req: Request, res: Response, next: NextFunction) {
if (err instanceof AppError) {
return res.status(err.statusCode).json({
error: {
code: err.code,
message: err.message,
details: err instanceof ValidationError ? err.details : undefined,
},
});
}
console.error('Unhandled error:', err);
return res.status(500).json({
error: {
code: 'INTERNAL_ERROR',
message: 'An unexpected error occurred',
},
});
}
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 112 lines · 19 tokens per session scan A ffa9c16566fb
backend-patterns is a skill published in the GitHub repository DVNghiem/FlowDeck (36 stars, last pushed 1mo ago), licensed MIT. It adds 19 tokens to every session and 703 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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