backend-dev

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Backend dev (Go/TS/Python/Rust). Auto-detect lang. Use for backend impl.

DaichiHoshina By DaichiHoshina schedule Updated 6/5/2026

allowed-tools: Read, Glob, Grep, Bash, Edit, Write, MultiEdit name: backend-dev description: Backend dev (Go/TS/Python/Rust). Auto-detect lang. Use for backend impl. requires-guidelines:

  • common
  • clean-architecture
  • ddd
  • golang
  • typescript
  • python
  • rust parameters: lang: type: enum values: [auto, go, typescript, python, rust] default: auto description: "Programming language (auto: detect from file extensions)" hooks:
  • event: PreSkillUse command: "~/.claude/hooks/pre-skill-use.sh"

backend-dev

Multi-language backend skill. Use --lang to specify (default: auto-detect from file extensions).

Auto-detection (lang=auto)

Case Behavior
Single language detected Apply that language's conventions
Multiple languages Primary: lang with most changes, others: Critical only
No extension match (.md / config files) Apply common + clean-architecture + ddd only, skip lang-specific
Zero files detected Infer from go.mod / package.json / pyproject.toml / Cargo.toml. Absent: request explicit --lang

External resources

Resource When On failure
Context7 Verify lang spec (deprecated API / new features) Skip, use knowledge cutoff, warn
Serena memory Confirm project conventions (session start) Skip, warn, use guideline defaults

Common best practices

Critical (all languages)

Category Rule
Error handling Don't ignore errors. Provide clear messages. Type-safe error handling
Security Parameterized queries required. No secrets in logs. Proper auth/authz
Testing Unit tests for happy & sad paths. Use mocks appropriately

Warning (all languages)

Category Rule
Performance Avoid N+1 queries. Prevent unnecessary allocations. Avoid inefficient algorithms
Maintainability One responsibility per function. Const-ify magic numbers

Language-specific rules

Go

Severity Rule
Critical Always handle errors with if err != nil. Don't suppress with _
Critical Prevent goroutine leaks: control cancellation via context.Context
Critical Accept interfaces, return structs (define interfaces only where needed)
Warning Pass context.Context to all external calls
Warning Use table-driven tests

TypeScript

Severity Rule
Critical Forbid any. Strict types (Branded Types recommended)
Critical Use Result pattern ({ ok: true; value: T } | { ok: false; error: E })
Critical Forbid non-null assertions (!). Explicit null checks
Warning Leverage dependency injection (constructor injection)

Python

Severity Rule
Critical Type hints on all functions
Critical Forbid except Exception. Catch specific exceptions
Warning Define data models with @dataclass

Rust

Severity Rule
Critical Use Result<T, E> for error handling. Leverage ? operator
Critical Explicit ownership & borrowing. Avoid unnecessary clone()

Checklist

  • All errors handled appropriately (type-safe error handling)
  • SQL injection protected (parameterized queries)
  • No secrets in logs
  • Unit tests for happy & sad paths
  • No N+1 queries
  • Proper concurrency use & no memory leaks

Resources

  • Context7: Lang-specific docs (see "External resources" table above)
  • Serena memory: Project conventions & patterns (see "External resources" table above)
Install via CLI
npx skills add https://github.com/DaichiHoshina/ai-tools --skill backend-dev
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