backend-patterns

backend-patterns is a skill for Claude Code, Codex from DVNghiem/FlowDeck. It costs 19 tokens per session (703 once invoked), scanned A, original, MIT.

A set of patterns for building backend software, including server-side services, web APIs, data access, and request middleware. It covers service layers, repositories, dependency injection, error handling, and logging.

In plain words
What is it for?
Use it while designing or implementing backend services, APIs, database access, or middleware. It helps separate business logic, repositories, dependencies, errors, and request logs.
Why use it?
It provides a consistent way to organize backend logic and makes data access and dependencies easier to test and maintain.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it while designing or implementing backend services, APIs, database access, or middleware. It helps separate business logic, repositories, dependencies, errors, and request logs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dvnghiem/flowdeck/backend-patterns
Install

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.

Any agent
npx skills add DVNghiem/FlowDeck --skill backend-patterns
Clone the repo
git clone --depth 1 https://github.com/DVNghiem/FlowDeck

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for backend-patterns

README.md
[![agentmods](https://agentmods.dev/badge/skills/dvnghiem/flowdeck/backend-patterns/github.svg)](https://agentmods.dev/skills/dvnghiem/flowdeck/backend-patterns)
Your own site
<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.

agentmods 80×15 button for backend-patterns

Your own site · 80×15
<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>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 703 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 1mo ago against content hash ffa9c16566fb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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.

src/skills/backend-patterns/SKILL.md · 112 lines

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

  1. Identify the service layer - Determine if you need a service layer to orchestrate business logic
  2. Apply Repository Pattern - Encapsulate data access behind repository interfaces for testability
  3. Use Dependency Injection - Pass dependencies explicitly rather than creating them inside classes
  4. Implement error handling - Add comprehensive error handling with appropriate HTTP status codes
  5. 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',
    },
  });
}

Read the full file on GitHub · 112 lines

Changes

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.

  1. 1mo ago First seen · 112 lines · 19 tokens per session scan A ffa9c16566fb

Subscribe to this mod's changes

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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