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static-code-analysis

@aj-geddes/useful-ai-prompts
30
19

Implement static code analysis with linters, formatters, and security scanners to catch bugs early. Use when enforcing code standards, detecting security vulnerabilities, or automating code review.

Install Skill

Shared

Installs to .agents/skills, used by Codex, Amp, Warp, Cursor, OpenCode, and more.

CodexAmp
Warp
CursorOpenCode
Cline
Gemini CLI
GitHub Copilot
Personal

Available across projects.

$npx skills-installer add @aj-geddes/useful-ai-prompts/static-code-analysis --client shared
Project

Writes to .agents/skills.

$npx skills-installer add @aj-geddes/useful-ai-prompts/static-code-analysis -p --client shared
Note: Review the skill instructions before using it.

SKILL.md

name static-code-analysis
description Implement static code analysis with linters, formatters, and security scanners to catch bugs early. Use when enforcing code standards, detecting security vulnerabilities, or automating code review.

Static Code Analysis

Table of Contents

Overview

Use automated tools to analyze code without executing it, catching bugs, security issues, and style violations early.

When to Use

  • Enforcing coding standards
  • Security vulnerability detection
  • Bug prevention
  • Code review automation
  • CI/CD pipelines
  • Pre-commit hooks
  • Refactoring assistance

Quick Start

Minimal working example:

// .eslintrc.js
module.exports = {
  extends: [
    "eslint:recommended",
    "plugin:@typescript-eslint/recommended",
    "plugin:security/recommended",
  ],
  plugins: ["@typescript-eslint", "security", "import"],
  rules: {
    "no-console": ["warn", { allow: ["error", "warn"] }],
    "no-unused-vars": "error",
    "prefer-const": "error",
    eqeqeq: ["error", "always"],
    "no-eval": "error",
    "security/detect-object-injection": "warn",
    "security/detect-non-literal-regexp": "warn",
    "@typescript-eslint/no-explicit-any": "warn",
    "@typescript-eslint/explicit-function-return-type": "error",
    "import/order": [
      "error",
      {
        groups: [
          "builtin",
          "external",
          "internal",
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
ESLint Configuration ESLint Configuration
Python Linting (pylint + mypy) Python Linting (pylint + mypy)
Pre-commit Hooks Pre-commit Hooks
SonarQube Integration SonarQube Integration
Custom AST Analysis Custom AST Analysis
Security Scanning Security Scanning

Best Practices

✅ DO

  • Run linters in CI/CD
  • Use pre-commit hooks
  • Configure IDE integration
  • Fix issues incrementally
  • Document custom rules
  • Share configuration across team
  • Automate security scanning

❌ DON'T

  • Ignore all warnings
  • Skip linter setup
  • Commit lint violations
  • Use overly strict rules initially
  • Skip security scans
  • Disable rules without reason