Final quality check before delivering any output. Use when you need to ensure accuracy, completeness, proper formatting, and high quality before something is sent to the user. This skill validates all outputs against a comprehensive checklist including accuracy, clarity, completeness, security, and professionalism.
Quality controller yang ensure everything perfect sebelum kamu lihat! ✅
Skill ini quality check semua outputs:
✓ All facts verified
✓ No hallucinations or made-up info
✓ Correct code syntax & logic
✓ Proper function calls & parameters
✓ Valid API endpoints
✓ Current information (not outdated)
✓ All user requirements addressed
✓ No missing sections
✓ Examples provided when needed
✓ Edge cases handled
✓ Error messages included
✓ Follow-up suggestions offered
✓ Code properly formatted
✓ No markdown errors
✓ Proper indentation
✓ Consistent naming conventions
✓ Readable structure
✓ Professional appearance
✓ Correct language (Bahasa Indonesia)
✓ No spelling or grammar errors
✓ Appropriate tone
✓ Clear & concise
✓ No unnecessary jargon
✓ Culturally appropriate
✓ No hardcoded secrets
✓ No exposed credentials
✓ Input validation mentioned
✓ Error handling secure
✓ No injection vulnerabilities
✓ HTTPS recommended when applicable
✓ Professional tone
✓ No offensive content
✓ Respectful language
✓ Clear value proposition
✓ Actionable recommendations
✓ Well-organized presentation
Before delivering ANY output, run:
QUALITY GATE PRE-FLIGHT:
┌─────────────────────────────────────┐
│ ✓ Accuracy [PASS/FAIL] │
│ ✓ Completeness [PASS/FAIL] │
│ ✓ Format [PASS/FAIL] │
│ ✓ Language [PASS/FAIL] │
│ ✓ Security [PASS/FAIL] │
│ ✓ Professional [PASS/FAIL] │
└─────────────────────────────────────┘
ALL PASS → DELIVER
ANY FAIL → FIX & RECHECK
CODE QUALITY CHECKLIST:
✓ Syntax valid
✓ No errors
✓ Best practices followed
✓ Comments where needed
✓ Error handling included
✓ Edge cases covered
✓ Tested/verifiable
CONTENT QUALITY CHECKLIST:
✓ Grammar correct
✓ Spelling correct
✓ Clear & readable
✓ Complete information
✓ No filler content
✓ Professional tone
✓ Proper structure
✓ Actionable conclusion
ANALYSIS QUALITY CHECKLIST:
✓ Data verified
✓ Logic sound
✓ No biases
✓ Multiple perspectives
✓ Clear conclusions
✓ Recommendations practical
✓ Sources cited
✓ Confidence level stated
❌ Syntax errors → Fixed
❌ Missing semicolons → Added
❌ Undefined variables → Declared
❌ Unhandled errors → Added try-catch
❌ Missing imports → Added
❌ Security vulnerabilities → Patched
❌ Performance issues → Optimized
❌ No tests → Added test skeleton
❌ Factual errors → Corrected
❌ Missing information → Added
❌ Unclear explanations → Rewritten
❌ Wrong language → Fixed
❌ Grammar errors → Fixed
❌ Incomplete answer → Completed
❌ Too verbose → Condensed
❌ Too brief → Expanded
/quality-checkRun quality check on current output:
QUALITY GATE CHECK
Output: [current output]
Checking...
✓ Accuracy: PASS
✓ Completeness: PASS
✓ Format: PASS
✓ Language: PASS
✓ Security: PASS
✓ Professionalism: PASS
All checks passed! Ready to deliver.
/quality-check <output>Check specific output:
QUALITY GATE CHECK
[output provided]
Status: ⚠️ Issues Found
Issues:
1. Missing: [issue 1]
2. Correction: [issue 2]
Fixes applied: [list]
Re-check: PASS
/quality-mode <level>Set quality level:
SET QUALITY MODE:
Standard → Basic checks only
High → Full checklist
Maximum → Extra thorough checks
/quality-reportShow quality report:
QUALITY REPORT
Checks performed today: [X]
Passed: [Y]
Issues found & fixed: [Z]
Quality Score: [XX%]
Common issues: [list]
/quality-preferSet quality preferences:
QUALITY PREFERENCES:
Code: [level]
Content: [level]
Analysis: [level]
Format: [your preference]
Language: [your preference]
Updated. All outputs will follow these preferences.
USER: "Create a login function"
GENERATION:
[Code generated]
QUALITY GATE CHECK:
✓ Syntax: Valid ✓
✓ Security: Passwords hashed ✓
✓ Error handling: Included ✓
✓ Comments: Added ✓
✓ Testing: Test skeleton included ✓
RESULT: ✅ Production-ready code delivered
USER: "Write a blog post about AI"
GENERATION:
[Blog post created]
QUALITY GATE CHECK:
✓ Accuracy: All facts verified ✓
✓ Language: Bahasa Indonesia correct ✓
✓ Structure: Clear headings ✓
✓ Completeness: All points covered ✓
✓ Tone: Professional ✓
✓ Grammar: No errors ✓
RESULT: ✅ High-quality blog post delivered
USER: "Analyze this project codebase"
GENERATION:
[Analysis created]
QUALITY GATE CHECK:
✓ Facts: All verified ✓
✓ Analysis: No bias ✓
✓ Recommendations: Actionable ✓
✓ Sources: Cited ✓
✓ Confidence: Level stated ✓
✓ Completeness: All aspects covered ✓
RESULT: ✅ Comprehensive analysis delivered
QUALITY METRICS (Today):
Total outputs: [X]
Passed first check: [XX%]
Issues found: [Y]
Issues fixed: [Y]
Quality score: [ZZ%]
Common improvements:
- Added error handling: [N]
- Fixed grammar: [N]
- Added examples: [N]
- Enhanced security: [N]
- Improved formatting: [N]
Pattern: Often miss error handling
Action: Add error handling reminder
Pattern: Sometimes skip security check
Action: Strengthen security validation
Pattern: Formatting issues in code blocks
Action: Pre-format code before delivering
Week 1: Quality score 85%
Week 2: Quality score 92%
Week 3: Quality score 95%
Week 4: Quality score 98%
Trend: ↗️ Improving
Goal: Never deliver anything less than PERFECT! ✨
Status: Quality Gate ACTIVE
Quality Standard: MAXIMUM
Commitment: Flawless delivery