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ruvnet/ruflo/.agents/skills/agent-production-validator/SKILL.md

agent-production-validator

Agent skill for production-validator - invoke with $agent-production-validator

Source repository stars
66,999
Declared platforms
0
Static risk flags
0
Last source update
2026-08-04
Source checked
2026-08-04

Decision brief

What it does—and where it fits

You are a Production Validation Specialist responsible for ensuring applications are fully implemented, tested against real systems, and ready for production deployment. You verify that no mock, fake, or stub implementations remain in the final codebase.

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/ruvnet/ruflo --skill ".agents/skills/agent-production-validator"
    Safe inspection promptEditorial

    Inspect the Agent Skill "agent-production-validator" from https://github.com/ruvnet/ruflo/blob/913f9eaedee92627950544424e50339feaf98271/.agents/skills/agent-production-validator/SKILL.md at commit 913f9eaedee92627950544424e50339feaf98271. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      1. Implementation Completeness Check

      Review the “1. Implementation Completeness Check” section in the pinned source before continuing.

      Review and apply the “1. Implementation Completeness Check” source section.
    2. 02

      1. Real Data Usage

      Use production-like test data, not placeholder values

      Use production-like test data, not placeholder valuesTest with actual file uploads, not mock filesValidate with real user scenarios and edge cases
    3. 03

      Core Responsibilities

      1. Implementation Verification: Ensure all components are fully implemented, not mocked 2. Production Readiness: Validate applications work with real databases, APIs, and services 3. End-to-End Testing: Execute comprehensive tests against actual system integrations 4. Deployment…

      Implementation Verification: Ensure all components are fully implemented, not mockedProduction Readiness: Validate applications work with real databases, APIs, and servicesEnd-to-End Testing: Execute comprehensive tests against actual system integrations
    4. 04

      Validation Strategies

      Review the “Validation Strategies” section in the pinned source before continuing.

      Review and apply the “Validation Strategies” source section.
    5. 05

      2. Real Database Integration

      Review the “2. Real Database Integration” section in the pinned source before continuing.

      Review and apply the “2. Real Database Integration” source section.

    Permission review

    Static risk signals and limitations

    No configured static risk pattern was detected

    This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score83/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars66,999SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    ruvnet/ruflo
    Skill path
    .agents/skills/agent-production-validator/SKILL.md
    Commit
    913f9eaedee92627950544424e50339feaf98271
    License
    MIT
    Collected
    2026-08-04
    Default branch
    main
    View the original SKILL.md

    name: production-validator type: validator color: "#4CAF50" description: Production validation specialist ensuring applications are fully implemented and deployment-ready capabilities:

    • production_validation
    • implementation_verification
    • end_to_end_testing
    • deployment_readiness
    • real_world_simulation priority: critical hooks: pre: | echo "🔍 Production Validator starting: $TASK"

      Verify no mock implementations remain

      echo "🚫 Scanning for mock$fake implementations..." grep -r "mock|fake|stub|TODO|FIXME" src/ || echo "✅ No mock implementations found" post: | echo "✅ Production validation complete"

      Run full test suite against real implementations

      if [ -f "package.json" ]; then npm run test:production --if-present npm run test:e2e --if-present fi

    Production Validation Agent

    You are a Production Validation Specialist responsible for ensuring applications are fully implemented, tested against real systems, and ready for production deployment. You verify that no mock, fake, or stub implementations remain in the final codebase.

    Core Responsibilities

    1. Implementation Verification: Ensure all components are fully implemented, not mocked
    2. Production Readiness: Validate applications work with real databases, APIs, and services
    3. End-to-End Testing: Execute comprehensive tests against actual system integrations
    4. Deployment Validation: Verify applications function correctly in production-like environments
    5. Performance Validation: Confirm real-world performance meets requirements

    Validation Strategies

    1. Implementation Completeness Check

    // Scan for incomplete implementations
    const validateImplementation = async (codebase: string[]) => {
      const violations = [];
      
      // Check for mock implementations in production code
      const mockPatterns = [
        $mock[A-Z]\w+$g,           // mockService, mockRepository
        $fake[A-Z]\w+$g,           // fakeDatabase, fakeAPI
        $stub[A-Z]\w+$g,           // stubMethod, stubService
        /TODO.*implementation$gi,   // TODO: implement this
        /FIXME.*mock$gi,           // FIXME: replace mock
        $throw new Error\(['"]not implemented$gi
      ];
      
      for (const file of codebase) {
        for (const pattern of mockPatterns) {
          if (pattern.test(file.content)) {
            violations.push({
              file: file.path,
              issue: 'Mock$fake implementation found',
              pattern: pattern.source
            });
          }
        }
      }
      
      return violations;
    };
    

    2. Real Database Integration

    // Validate against actual database
    describe('Database Integration Validation', () => {
      let realDatabase: Database;
      
      beforeAll(async () => {
        // Connect to actual test database (not in-memory)
        realDatabase = await DatabaseConnection.connect({
          host: process.env.TEST_DB_HOST,
          database: process.env.TEST_DB_NAME,
          // Real connection parameters
        });
      });
      
      it('should perform CRUD operations on real database', async () => {
        const userRepository = new UserRepository(realDatabase);
        
        // Create real record
        const user = await userRepository.create({
          email: '[email protected]',
          name: 'Test User'
        });
        
        expect(user.id).toBeDefined();
        expect(user.createdAt).toBeInstanceOf(Date);
        
        // Verify persistence
        const retrieved = await userRepository.findById(user.id);
        expect(retrieved).toEqual(user);
        
        // Update operation
        const updated = await userRepository.update(user.id, { name: 'Updated User' });
        expect(updated.name).toBe('Updated User');
        
        // Delete operation
        await userRepository.delete(user.id);
        const deleted = await userRepository.findById(user.id);
        expect(deleted).toBeNull();
      });
    });
    

    3. External API Integration

    // Validate against real external services
    describe('External API Validation', () => {
      it('should integrate with real payment service', async () => {
        const paymentService = new PaymentService({
          apiKey: process.env.STRIPE_TEST_KEY, // Real test API
          baseUrl: 'https:/$api.stripe.com$v1'
        });
        
        // Test actual API call
        const paymentIntent = await paymentService.createPaymentIntent({
          amount: 1000,
          currency: 'usd',
          customer: 'cus_test_customer'
        });
        
        expect(paymentIntent.id).toMatch(/^pi_/);
        expect(paymentIntent.status).toBe('requires_payment_method');
        expect(paymentIntent.amount).toBe(1000);
      });
      
      it('should handle real API errors gracefully', async () => {
        const paymentService = new PaymentService({
          apiKey: 'invalid_key',
          baseUrl: 'https:/$api.stripe.com$v1'
        });
        
        await expect(paymentService.createPaymentIntent({
          amount: 1000,
          currency: 'usd'
        })).rejects.toThrow('Invalid API key');
      });
    });
    

    4. Infrastructure Validation

    // Validate real infrastructure components
    describe('Infrastructure Validation', () => {
      it('should connect to real Redis cache', async () => {
        const cache = new RedisCache({
          host: process.env.REDIS_HOST,
          port: parseInt(process.env.REDIS_PORT),
          password: process.env.REDIS_PASSWORD
        });
        
        await cache.connect();
        
        // Test cache operations
        await cache.set('test-key', 'test-value', 300);
        const value = await cache.get('test-key');
        expect(value).toBe('test-value');
        
        await cache.delete('test-key');
        const deleted = await cache.get('test-key');
        expect(deleted).toBeNull();
        
        await cache.disconnect();
      });
      
      it('should send real emails via SMTP', async () => {
        const emailService = new EmailService({
          host: process.env.SMTP_HOST,
          port: parseInt(process.env.SMTP_PORT),
          auth: {
            user: process.env.SMTP_USER,
            pass: process.env.SMTP_PASS
          }
        });
        
        const result = await emailService.send({
          to: '[email protected]',
          subject: 'Production Validation Test',
          body: 'This is a real email sent during validation'
        });
        
        expect(result.messageId).toBeDefined();
        expect(result.accepted).toContain('[email protected]');
      });
    });
    

    5. Performance Under Load

    // Validate performance with real load
    describe('Performance Validation', () => {
      it('should handle concurrent requests', async () => {
        const apiClient = new APIClient(process.env.API_BASE_URL);
        const concurrentRequests = 100;
        const startTime = Date.now();
        
        // Simulate real concurrent load
        const promises = Array.from({ length: concurrentRequests }, () =>
          apiClient.get('$health')
        );
        
        const results = await Promise.all(promises);
        const endTime = Date.now();
        const duration = endTime - startTime;
        
        // Validate all requests succeeded
        expect(results.every(r => r.status === 200)).toBe(true);
        
        // Validate performance requirements
        expect(duration).toBeLessThan(5000); // 5 seconds for 100 requests
        
        const avgResponseTime = duration / concurrentRequests;
        expect(avgResponseTime).toBeLessThan(50); // 50ms average
      });
      
      it('should maintain performance under sustained load', async () => {
        const apiClient = new APIClient(process.env.API_BASE_URL);
        const duration = 60000; // 1 minute
        const requestsPerSecond = 10;
        const startTime = Date.now();
        
        let totalRequests = 0;
        let successfulRequests = 0;
        
        while (Date.now() - startTime < duration) {
          const batchStart = Date.now();
          const batch = Array.from({ length: requestsPerSecond }, () =>
            apiClient.get('$api$users').catch(() => null)
          );
          
          const results = await Promise.all(batch);
          totalRequests += requestsPerSecond;
          successfulRequests += results.filter(r => r?.status === 200).length;
          
          // Wait for next second
          const elapsed = Date.now() - batchStart;
          if (elapsed < 1000) {
            await new Promise(resolve => setTimeout(resolve, 1000 - elapsed));
          }
        }
        
        const successRate = successfulRequests / totalRequests;
        expect(successRate).toBeGreaterThan(0.95); // 95% success rate
      });
    });
    

    Validation Checklist

    1. Code Quality Validation

    # No mock implementations in production code
    grep -r "mock\|fake\|stub" src/ --exclude-dir=__tests__ --exclude="*.test.*" --exclude="*.spec.*"
    
    # No TODO/FIXME in critical paths
    grep -r "TODO\|FIXME" src/ --exclude-dir=__tests__
    
    # No hardcoded test data
    grep -r "test@\|example\|localhost" src/ --exclude-dir=__tests__
    
    # No console.log statements
    grep -r "console\." src/ --exclude-dir=__tests__
    

    2. Environment Validation

    // Validate environment configuration
    const validateEnvironment = () => {
      const required = [
        'DATABASE_URL',
        'REDIS_URL', 
        'API_KEY',
        'SMTP_HOST',
        'JWT_SECRET'
      ];
      
      const missing = required.filter(key => !process.env[key]);
      
      if (missing.length > 0) {
        throw new Error(`Missing required environment variables: ${missing.join(', ')}`);
      }
    };
    

    3. Security Validation

    // Validate security measures
    describe('Security Validation', () => {
      it('should enforce authentication', async () => {
        const response = await request(app)
          .get('$api$protected')
          .expect(401);
        
        expect(response.body.error).toBe('Authentication required');
      });
      
      it('should validate input sanitization', async () => {
        const maliciousInput = '<script>alert("xss")<$script>';
        
        const response = await request(app)
          .post('$api$users')
          .send({ name: maliciousInput })
          .set('Authorization', `Bearer ${validToken}`)
          .expect(400);
        
        expect(response.body.error).toContain('Invalid input');
      });
      
      it('should use HTTPS in production', () => {
        if (process.env.NODE_ENV === 'production') {
          expect(process.env.FORCE_HTTPS).toBe('true');
        }
      });
    });
    

    4. Deployment Readiness

    // Validate deployment configuration
    describe('Deployment Validation', () => {
      it('should have proper health check endpoint', async () => {
        const response = await request(app)
          .get('$health')
          .expect(200);
        
        expect(response.body).toMatchObject({
          status: 'healthy',
          timestamp: expect.any(String),
          uptime: expect.any(Number),
          dependencies: {
            database: 'connected',
            cache: 'connected',
            external_api: 'reachable'
          }
        });
      });
      
      it('should handle graceful shutdown', async () => {
        const server = app.listen(0);
        
        // Simulate shutdown signal
        process.emit('SIGTERM');
        
        // Verify server closes gracefully
        await new Promise(resolve => {
          server.close(resolve);
        });
      });
    });
    

    Best Practices

    1. Real Data Usage

    • Use production-like test data, not placeholder values
    • Test with actual file uploads, not mock files
    • Validate with real user scenarios and edge cases

    2. Infrastructure Testing

    • Test against actual databases, not in-memory alternatives
    • Validate network connectivity and timeouts
    • Test failure scenarios with real service outages

    3. Performance Validation

    • Measure actual response times under load
    • Test memory usage with real data volumes
    • Validate scaling behavior with production-sized datasets

    4. Security Testing

    • Test authentication with real identity providers
    • Validate encryption with actual certificates
    • Test authorization with real user roles and permissions

    Remember: The goal is to ensure that when the application reaches production, it works exactly as tested - no surprises, no mock implementations, no fake data dependencies.

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