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clean-code
Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | clean-code |
| description | Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments |
| allowed-tools | Read, Write, Edit |
| version | 2 |
| priority | CRITICAL |
CRITICAL SKILL - Be concise, direct, and solution-focused. Reference: For defensive coding behaviors and LLM mistake mitigation, refer to the karpathy-guidelines skill.
| Principle | Rule |
|---|---|
| SRP | Single Responsibility - each function/class does ONE thing |
| DRY | Don't Repeat Yourself - extract duplicates, reuse |
| KISS | Keep It Simple - simplest solution that works |
| YAGNI | You Aren't Gonna Need It - don't build unused features |
| Boy Scout | Leave code cleaner than you found it |
| Element | Convention |
|---|---|
| Variables | Reveal intent: userCount not n |
| Functions | Verb + noun: getUserById() not user() |
| Booleans | Question form: isActive, hasPermission, canEdit |
| Constants | SCREAMING_SNAKE: MAX_RETRY_COUNT |
Rule: If you need a comment to explain a name, rename it.
| Rule | Description |
|---|---|
| Small | Max 20 lines, ideally 5-10 |
| One Thing | Does one thing, does it well |
| One Level | One level of abstraction per function |
| Few Args | Max 3 arguments, prefer 0-2 |
| No Side Effects | Don't mutate inputs unexpectedly |
| Pattern | Apply |
|---|---|
| Guard Clauses | Early returns for edge cases |
| Flat > Nested | Avoid deep nesting (max 2 levels) |
| Composition | Small functions composed together |
| Colocation | Keep related code close |
| Situation | Action |
|---|---|
| User asks for feature | Write it directly |
| User reports bug | Fix it, don't explain |
| No clear requirement | Ask, don't assume |
| ❌ Pattern | ✅ Fix |
|---|---|
| Comment every line | Delete obvious comments |
| Helper for one-liner | Inline the code |
| Factory for 2 objects | Direct instantiation |
| utils.ts with 1 function | Put code where used |
| "First we import..." | Just write code |
| Deep nesting | Guard clauses |
| Magic numbers | Named constants |
| God functions | Split by responsibility |
Before changing a file, ask yourself:
| Question | Why |
|---|---|
| What imports this file? | They might break |
| What does this file import? | Interface changes |
| What tests cover this? | Tests might fail |
| Is this a shared component? | Multiple places affected |
Quick Check:
File to edit: UserService.ts
└── Who imports this? → UserController.ts, AuthController.ts
└── Do they need changes too? → Check function signatures
🔴 Rule: Edit the file + all dependent files in the SAME task. 🔴 Never leave broken imports or missing updates.
| Do | Don't |
|---|---|
| Write code directly | Write tutorials |
| Let code self-document | Add obvious comments |
| Fix bugs immediately | Explain the fix first |
| Inline small things | Create unnecessary files |
| Name things clearly | Use abbreviations |
| Keep functions small | Write 100+ line functions |
Remember: The user wants working code, not a programming lesson.
Before saying "task complete", verify:
| Check | Question |
|---|---|
| ✅ Goal met? | Did I do exactly what user asked? |
| ✅ Files edited? | Did I modify all necessary files? |
| ✅ Code works? | Did I test/verify the change? |
| ✅ No errors? | Lint and TypeScript pass? |
| ✅ Nothing forgotten? | Any edge cases missed? |
🔴 Rule: If ANY check fails, fix it before completing.
🔴 CRITICAL: Agents can run the centralized compliance runner to audit the whole project, or execute individual script mappings.
Run a complete automated sweep across all validation scripts to generate a unified audit_report.md dashboard:
python .agents/scripts/run_all_audits.py [target_directory]
To run checks only for a specific category (e.g., frontend, code, seo, security):
python .agents/scripts/run_all_audits.py [target_directory] --category frontend
| Agent | Script | Command |
|---|---|---|
| frontend-specialist | UX Audit | python .agents/skills/frontend-design/scripts/ux_audit.py . |
| frontend-specialist | A11y Check | python .agents/skills/frontend-design/scripts/accessibility_checker.py . |
| backend-specialist | API Validator | python .agents/skills/clean-code/scripts/api_validator.py . |
| mobile-developer | Mobile Audit | python .agents/skills/clean-code/scripts/mobile_audit.py . |
| database-architect | Schema Validate | python .agents/skills/database-design/scripts/schema_validator.py . |
| security-auditor | Security Scan | python .agents/skills/security-auditor/scripts/security_scan.py . |
| seo-specialist | SEO Check | python .agents/skills/seo-optimizer/scripts/seo_checker.py . |
| seo-specialist | GEO Check | python .agents/skills/seo-optimizer/scripts/geo_checker.py . |
| performance-optimizer | Lighthouse | python .agents/skills/frontend-performance/scripts/lighthouse_audit.py <url> |
| test-engineer | Test Runner | python .agents/skills/webapp-testing/scripts/test_runner.py . |
| test-engineer | Playwright | python .agents/skills/webapp-testing/scripts/playwright_runner.py <url> |
| Any agent | Lint Check | python .agents/skills/clean-code/scripts/lint_runner.py . |
| Any agent | Type Coverage | python .agents/skills/clean-code/scripts/type_coverage.py . |
| Any agent | i18n Check | python .agents/skills/clean-code/scripts/i18n_checker.py . |
❌ WRONG:
test-engineerrunningux_audit.py✅ CORRECT:frontend-specialistrunningux_audit.py
When running a validation script, you MUST:
## Script Results: [script_name.py]
### ❌ Errors Found (X items)
- [File:Line] Error description 1
- [File:Line] Error description 2
### ⚠️ Warnings (Y items)
- [File:Line] Warning description
### ✅ Passed (Z items)
- Check 1 passed
- Check 2 passed
**Should I fix the X errors?**
🔴 VIOLATION: Running script and ignoring output = FAILED task. 🔴 VIOLATION: Auto-fixing without asking = Not allowed. 🔴 Rule: Always READ output → SUMMARIZE → ASK → then fix.
Reference and apply design system specifications from the VoltAgent awesome-design-md collection (Stripe, Linear, Vercel, Notion, etc.). Use this skill to initialize DESIGN.md in the project root or audit/format UI styling decisions.
Use when the user needs human-in-the-loop workflows in Airflow (approval/reject, form input, or human-driven branching). Covers ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator. Requires Airflow 3.1+. Does not cover AI/LLM calls (see airflow-ai).
Queries, manages, and troubleshoots Apache Airflow using the af CLI. Covers listing DAGs, triggering runs, reading task logs, diagnosing failures, debugging DAG import errors, checking connections, variables, pools, and monitoring health. Also routes to sub-skills for writing DAGs, debugging, deploying, and migrating Airflow 2 to 3. Use when user mentions "Airflow", "DAG", "DAG run", "task log", "import error", "parse error", "broken DAG", or asks to "trigger a pipeline", "debug import errors", "check Airflow health", "list connections", "retry a run", or any Airflow operation. Do NOT use for warehouse/SQL analytics on Airflow metadata tables — use analyzing-data instead.
Queries data warehouse and answers business questions about data. Handles questions requiring database/warehouse queries including "who uses X", "how many Y", "show me Z", "find customers", "what is the count", data lookups, metrics, trends, or SQL analysis.
Annotate Airflow tasks with data lineage using inlets and outlets. Use when the user wants to add lineage metadata to tasks, specify input/output datasets, or enable lineage tracking for operators without built-in OpenLineage extraction.
Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. Use when creating blueprint templates, composing DAGs from YAML, validating configurations, or enabling no-code DAG authoring for non-engineers.