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Multi-language code quality standards for TypeScript, Python, Go, and Rust. Enforces type safety, security, performance, and maintainability with progressive enforcement. Use when writing, reviewing, or refactoring code across any of these languages.

24 stars
1.2k downloads
Updated 2/22/2026

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SKILL.md

Beautiful Code Standards

Enforce production-grade code quality across TypeScript, Python, Go, and Rust.

When to Use

  • Writing or reviewing code in TS/Python/Go/Rust
  • Setting up linting/CI for a project
  • Code quality audit or refactoring
  • User requests code review or style check

Quick Reference

LanguageType SafetyLinterComplexity
TypeScriptstrict, no anyESLint + tsx-eslintmax 10
Pythonmypy strict, PEP 484Ruff + mypymax 10
Gostaticcheckgolangci-lintmax 10
Rustclippy pedanticclippy + cargo-audit-

Severity Levels

LevelDescriptionAction
CriticalSecurity vulnerabilitiesBlock merge
ErrorBugs, type violations, anyBlock merge
WarningCode smells, complexityMust address
StyleFormatting, namingAuto-fix

Core Rules (All Languages)

Type Safety

  • No implicit any / untyped functions
  • No type assertions without guards
  • Explicit return types on public APIs

Security

  • No hardcoded secrets (use gitleaks)
  • No eval/pickle/unsafe deserialization
  • Parameterized queries only
  • SCA scanning (npm audit/pip-audit/govulncheck/cargo-audit)

Complexity

  • Max cyclomatic complexity: 10
  • Max function lines: 50
  • Max nesting depth: 3
  • Max parameters: 5

Error Handling

  • No ignored errors (Go: no _ for err)
  • No bare except (Python)
  • No unwrap in prod (Rust)
  • Wrap errors with context

Language-Specific Standards

TypeScript

See: references/typescript.md

// CRITICAL: Never use any
const bad: any = data;           // Error
const good: unknown = data;      // OK

// ERROR: No type assertions
const bad = data as User;        // Error
const good = isUser(data) ? data : null;  // OK

// ERROR: Non-null assertions
const bad = user!.name;          // Error
const good = user?.name ?? '';   // OK

Python

See: references/python.md (extends pep8 skill)

# CRITICAL: All functions must be typed
def bad(data):                   # Error
    return data

def good(data: dict[str, Any]) -> list[str]:  # OK
    return list(data.keys())

# Use modern syntax
value: str | None = None         # OK (not Optional)
items: list[str] = []            # OK (not List)

Go

See: references/go.md

// CRITICAL: Never ignore errors
result, _ := doSomething()       // Error
result, err := doSomething()     // OK
if err != nil {
    return fmt.Errorf("doing something: %w", err)
}

Rust

See: references/rust.md

// CRITICAL: No unwrap in production
let value = data.unwrap();        // Error
let value = data?;                // OK
let value = data.unwrap_or_default(); // OK

Cross-Language Standards

Structured Logging

See: references/logging.md

// TypeScript (pino)
logger.info({ userId, action: 'login' }, 'User logged in');

// Python (structlog)
logger.info("user_login", user_id=user_id)

// Go (zerolog)
log.Info().Str("user_id", userID).Msg("user logged in")

Test Coverage

See: references/testing.md

MetricThreshold
Line coverage80% min
Branch coverage70% min
New code90% min

Security Scanning

See: references/security.md

  • Secrets: gitleaks (pre-commit + CI)
  • Dependencies: npm audit / pip-audit / govulncheck / cargo-audit
  • Accessibility: jsx-a11y (TypeScript)
  • Race detection: go test -race (Go)

API Design

See: references/api-design.md

  • Use proper HTTP status codes (200, 201, 204, 400, 401, 403, 404, 422, 429, 500)
  • RFC 7807 error format (type, title, status, detail, errors)
  • Plural nouns for resources: /users/{id}/orders
  • Validate at API boundary, not deep in services

Database Patterns

See: references/database.md

  • Transactions for multi-write operations
  • N+1 prevention: eager load or batch
  • Safe migrations (expand-contract pattern)
  • Always paginate list queries

Async & Concurrency

See: references/async-concurrency.md

  • Always clean up resources (try/finally, defer, Drop)
  • Set timeouts on all async operations
  • Use semaphores for rate limiting
  • Avoid blocking in async contexts

Enforcement Strategy

Progressive (Ratchet-Based)

Phase 1: Errors block, Warnings tracked
Phase 2: Strict on NEW files only
Phase 3: Strict on TOUCHED files
Phase 4: Full enforcement

WIP vs Merge Mode

ModeTriggerBehavior
WIPLocal commitWarnings only
Pushgit pushErrors block
PRPR to mainFull strict

Emergency Bypass

EMERGENCY_BYPASS=true git commit -m "HOTFIX: [ticket] description"

Tooling

Pre-commit

repos:
  - repo: https://github.com/gitleaks/gitleaks
    hooks: [gitleaks]
  # Language-specific hooks...

CI Jobs

  • secrets-scan (gitleaks)
  • lint (per-language matrix)
  • coverage (80% threshold)
  • go-race (if Go files changed)

Config Files

Available in configs/:

  • typescript/ - ESLint, tsconfig, Prettier
  • python/ - pyproject.toml, pre-commit
  • go/ - golangci.yaml
  • rust/ - clippy.toml

Scripts

Available in scripts/:

  • check_changed.sh - Monorepo-aware incremental linting
  • check_all.sh - Full repository check

AI-Friendly Patterns

  1. Explicit Types: Always declare types explicitly
  2. Single Responsibility: One function = one purpose
  3. Small Functions: < 30 lines ideal
  4. Flat is Better: Max nesting depth 3
  5. Guard Clauses: Early returns for edge cases
  6. No Magic: Named constants only
  7. Obvious Flow: Linear, predictable execution

Naming Conventions

ElementTypeScriptPythonGoRust
VariablescamelCasesnake_casecamelCasesnake_case
FunctionscamelCasesnake_casecamelCasesnake_case
ConstantsSCREAMING_SNAKESCREAMING_SNAKEMixedCapsSCREAMING_SNAKE
TypesPascalCasePascalCasePascalCasePascalCase
Fileskebab-casesnake_caselowercasesnake_case

Install

Download ZIP
Requires askill CLI v1.0+

AI Quality Score

95/100Analyzed 2/24/2026

High-quality multi-language code quality standards skill. Provides comprehensive, actionable guidance for TypeScript, Python, Go, and Rust with clear rules, code examples, severity levels, and enforcement strategies. Well-organized with quick reference tables and progressive rollout approach. Slight penalty for deeply nested path suggesting potential internal-only, but content itself is broadly applicable and reusable. Includes references to external files that weren't provided, slightly reducing immediate actionability. Overall excellent reference skill for code quality enforcement.

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Metadata

Licenseunknown
Version-
Updated2/22/2026
PublisherNeverSight

Tags

apici-cddatabasegithublintingobservabilitysecuritytesting