// Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, validate, types, static analysis.
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Flutter, or native mobile apps.
MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free.
npm run lint or npx eslint "path" --fixnpx tsc --noEmitnpm audit --audit-level=highruff check "path" --fix (Fast & Modern)bandit -r "path" -llmypy "path"npm run lint && npx tsc --noEmitlint fails: Fix the style or syntax issues immediately.tsc fails: Correct type mismatches before proceeding..eslintrc, tsconfig.json, pyproject.toml and suggest creating one.Strict Rule: No code should be committed or reported as "done" without passing these checks.
| Script | Purpose | Command |
|---|---|---|
scripts/lint_runner.py | Unified lint check | python scripts/lint_runner.py <project_path> |
scripts/type_coverage.py | Type coverage analysis | python scripts/type_coverage.py <project_path> |