Test Coverage Advisor

Auto-suggests comprehensive test cases to achieve Smicolon's 90%+ coverage target.

Activation Triggers

This skill activates when:

• Completing feature implementation
• Mentioning "done", "finished", "ready", "complete"
• Saying "review this code"
• Creating models, services, views, or APIs
• Asking about testing
• Before code is marked as complete

Coverage Target (MANDATORY)

90%+ test coverage required for ALL code.

Test categories:

1. Unit Tests - Models, services, utilities (80%+ of tests)
2. Integration Tests - API endpoints, workflows (15%+ of tests)
3. Edge Cases - Error handling, validation (5%+ of tests)

Auto-Analysis Process

Step 1: Identify Untested Code

When feature implementation is complete, scan for:

# models.py - Has tests? ❓
class User(models.Model):
    def activate(self):  # Needs test
        self.is_active = True
        self.save()

# services.py - Has tests? ❓
class UserService:
    @staticmethod
    def create_user(data):  # Needs test
        # ...business logic

# views.py - Has tests? ❓
class UserViewSet(viewsets.ModelViewSet):
    def create(self, request):  # Needs test
        # ...

Step 2: Calculate Coverage Gap

Current coverage: X%
Target coverage: 90%
Gap: Y%
Missing: Z test cases

Step 3: Generate Missing Test Cases

For Model:

# users/tests/test_models.py
import pytest
import users.models as _users_models

@pytest.mark.django_db
class TestUserModel:
    """User model tests."""

    def test_create_user(self):
        """Test user creation with required fields."""
        user = _users_models.User.objects.create(
            email='[email protected]',
            first_name='Test'
        )

        assert user.id is not None  # UUID assigned
        assert user.email == '[email protected]'
        assert user.created_at is not None
        assert user.is_deleted is False

    def test_user_str_representation(self):
        """Test __str__ returns email."""
        user = _users_models.User.objects.create(email='[email protected]')
        assert str(user) == '[email protected]'

    def test_activate_user(self):
        """Test activate method sets is_active."""
        user = _users_models.User.objects.create(email='[email protected]')
        user.activate()

        assert user.is_active is True

    def test_soft_delete(self):
        """Test soft delete sets is_deleted flag."""
        user = _users_models.User.objects.create(email='[email protected]')
        user.soft_delete()

        assert user.is_deleted is True
        # User still in database
        assert _users_models.User.objects.filter(id=user.id).exists()

For Service:

# users/tests/test_services.py
import pytest
from unittest.mock import Mock, patch
import users.models as _users_models
import users.services as _users_services

@pytest.mark.django_db
class TestUserService:
    """UserService tests."""

    def test_create_user_success(self):
        """Test successful user creation."""
        data = {'email': '[email protected]', 'first_name': 'Test'}
        user = _users_services.UserService.create_user(data)

        assert user.email == '[email protected]'
        assert user.first_name == 'Test'

    def test_create_user_duplicate_email(self):
        """Test creation fails with duplicate email."""
        _users_models.User.objects.create(email='[email protected]')

        with pytest.raises(ValidationError):
            _users_services.UserService.create_user({'email': '[email protected]'})

    def test_create_user_invalid_data(self):
        """Test creation fails with invalid data."""
        with pytest.raises(ValidationError):
            _users_services.UserService.create_user({'email': 'invalid'})

    @patch('users.services.send_welcome_email')
    def test_create_user_sends_email(self, mock_send):
        """Test welcome email is sent on user creation."""
        data = {'email': '[email protected]'}
        user = _users_services.UserService.create_user(data)

        mock_send.assert_called_once_with(user)

For API Endpoint:

# users/tests/test_views.py
import pytest
from rest_framework.test import APIClient
from rest_framework import status
import users.models as _users_models

@pytest.mark.django_db
class TestUserViewSet:
    """UserViewSet API tests."""

    def setup_method(self):
        """Set up test client and user."""
        self.client = APIClient()
        self.user = _users_models.User.objects.create(
            email='[email protected]'
        )
        self.client.force_authenticate(user=self.user)

    def test_list_users_authenticated(self):
        """Test authenticated user can list users."""
        response = self.client.get('/api/users/')

        assert response.status_code == status.HTTP_200_OK
        assert len(response.data) > 0

    def test_list_users_unauthenticated(self):
        """Test unauthenticated request is rejected."""
        self.client.force_authenticate(user=None)
        response = self.client.get('/api/users/')

        assert response.status_code == status.HTTP_401_UNAUTHORIZED

    def test_create_user(self):
        """Test user creation via API."""
        data = {'email': '[email protected]', 'first_name': 'New'}
        response = self.client.post('/api/users/', data)

        assert response.status_code == status.HTTP_201_CREATED
        assert response.data['email'] == '[email protected]'

    def test_create_user_invalid_data(self):
        """Test creation fails with invalid data."""
        data = {'email': 'invalid'}
        response = self.client.post('/api/users/', data)

        assert response.status_code == status.HTTP_400_BAD_REQUEST

    def test_update_user(self):
        """Test user update via PATCH."""
        data = {'first_name': 'Updated'}
        response = self.client.patch(f'/api/users/{self.user.id}/', data)

        assert response.status_code == status.HTTP_200_OK
        assert response.data['first_name'] == 'Updated'

    def test_update_user_permission_denied(self):
        """Test user cannot update other users."""
        other_user = _users_models.User.objects.create(email='[email protected]')
        data = {'first_name': 'Hacked'}
        response = self.client.patch(f'/api/users/{other_user.id}/', data)

        assert response.status_code == status.HTTP_403_FORBIDDEN

    def test_soft_delete_user(self):
        """Test user soft delete."""
        response = self.client.delete(f'/api/users/{self.user.id}/')

        assert response.status_code == status.HTTP_204_NO_CONTENT
        self.user.refresh_from_db()
        assert self.user.is_deleted is True

Step 4: Report Coverage Plan

Provide a detailed report:

Test Coverage Analysis

>

Untested Code Detected: - User model: 4 methods - UserService: 3 methods - UserViewSet: 5 endpoints

>

Suggested Tests: 23 - Model tests: 8 (unit) - Service tests: 10 (unit + integration) - API tests: 5 (integration)

>

Estimated Coverage: - Current: 45% - After tests: 92% - Target: 90% ✅

>

Implementation: I can generate all tests now. Should I proceed?

Edge Case Checklist

For every function/method, suggest tests for:

Input Validation

• ✅ Valid input (happy path)
• ✅ Invalid input (validation errors)
• ✅ Missing required fields
• ✅ Empty strings/None values
• ✅ Boundary conditions (min/max)

Business Logic

• ✅ Expected behavior
• ✅ Side effects (emails sent, logs created)
• ✅ Database changes
• ✅ Return values correct

Error Handling

• ✅ Exceptions raised correctly
• ✅ Database errors handled
• ✅ External service failures

Permissions

• ✅ Authenticated access
• ✅ Unauthorized rejection
• ✅ Permission-based access
• ✅ Ownership validation

Edge Cases

• ✅ Concurrent modifications
• ✅ Duplicate entries
• ✅ Soft-deleted records
• ✅ Large datasets

Test File Organization

users/
├── tests/
│   ├── __init__.py
│   ├── conftest.py              # Shared fixtures
│   ├── test_models.py           # Model unit tests
│   ├── test_services.py         # Service tests
│   ├── test_serializers.py      # Serializer tests
│   ├── test_views.py            # API integration tests
│   └── test_permissions.py      # Permission tests

Pytest Configuration

Also suggest pytest setup:

# conftest.py
import pytest
import users.models as _users_models

@pytest.fixture
def user():
    """Create test user."""
    return _users_models.User.objects.create(
        email='[email protected]',
        first_name='Test'
    )

@pytest.fixture
def authenticated_client(user):
    """Create authenticated API client."""
    from rest_framework.test import APIClient
    client = APIClient()
    client.force_authenticate(user=user)
    return client

# pytest.ini
[pytest]
DJANGO_SETTINGS_MODULE = config.settings.test
python_files = tests.py test_*.py *_tests.py
addopts = --cov=. --cov-report=html --cov-report=term-missing

Factory Pattern (factory_boy)

For complex test data, suggest factories:

# users/tests/factories.py
import factory
import users.models as _users_models

class UserFactory(factory.django.DjangoModelFactory):
    class Meta:
        model = _users_models.User

    email = factory.Sequence(lambda n: f'user{n}@example.com')
    first_name = factory.Faker('first_name')
    last_name = factory.Faker('last_name')

# Usage in tests
def test_bulk_users():
    users = UserFactory.create_batch(100)  # Create 100 users
    assert len(users) == 100

Integration with CI/CD

Suggest coverage enforcement in CI:

# .github/workflows/tests.yml
- name: Run tests with coverage
  run: |
    pytest --cov=. --cov-fail-under=90

Success Criteria

✅ 90%+ coverage achieved ✅ All models tested ✅ All services tested ✅ All API endpoints tested ✅ Edge cases covered ✅ Permissions tested ✅ Error handling tested

Behavior

Proactive enforcement:

• Analyze coverage without being asked
• Suggest tests when code is complete
• Generate complete test files
• Explain what each test verifies
• Calculate coverage impact

Never:

• Require explicit "write tests" request
• Wait for coverage report
• Just list what to test without writing tests

When user says "done" or "ready":

• Immediately analyze test coverage
• Identify gaps
• Suggest (or write) missing tests
• Don't let code be "complete" without tests

This ensures 90%+ coverage is maintained from day one.