TDD Guide
Test-driven development skill for generating tests, analyzing coverage, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, and Vitest.
Workflows
Generate Tests from Code
- Provide source code (TypeScript, JavaScript, Python, Java)
- Specify target framework (Jest, Pytest, JUnit, Vitest)
- Run
test_generator.py with requirements
- Review generated test stubs
- Validation: Tests compile and cover happy path, error cases, edge cases
Analyze Coverage Gaps
- Generate coverage report from test runner (
npm test -- --coverage)
- Run
coverage_analyzer.py on LCOV/JSON/XML report
- Review prioritized gaps (P0/P1/P2)
- Generate missing tests for uncovered paths
- Validation: Coverage meets target threshold (typically 80%+)
TDD New Feature
- Write failing test first (RED)
- Run
tdd_workflow.py --phase red to validate
- Implement minimal code to pass (GREEN)
- Run
tdd_workflow.py --phase green to validate
- Refactor while keeping tests green (REFACTOR)
- Validation: All tests pass after each cycle
Examples
Test Generation — Input → Output (Pytest)
Input source function (math_utils.py):
def divide(a: float, b: float) -> float:
if b == 0:
raise ValueError("Cannot divide by zero")
return a / b
Command:
python scripts/test_generator.py --input math_utils.py --framework pytest
Generated test output (test_math_utils.py):
import pytest
from math_utils import divide
class TestDivide:
def test_divide_positive_numbers(self):
assert divide(10, 2) == 5.0
def test_divide_negative_numerator(self):
assert divide(-10, 2) == -5.0
def test_divide_float_result(self):
assert divide(1, 3) == pytest.approx(0.333, rel=1e-3)
def test_divide_by_zero_raises_value_error(self):
with pytest.raises(ValueError, match="Cannot divide by zero"):
divide(10, 0)
def test_divide_zero_numerator(self):
assert divide(0, 5) == 0.0
Coverage Analysis — Sample P0/P1/P2 Output
Command:
python scripts/coverage_analyzer.py --report lcov.info --threshold 80
Sample output:
Coverage Report — Overall: 63% (threshold: 80%)
P0 — Critical gaps (uncovered error paths):
auth/login.py:42-58 handle_expired_token() 0% covered
payments/process.py:91-110 handle_payment_failure() 0% covered
P1 — High-value gaps (core logic branches):
users/service.py:77 update_profile() — else branch 0% covered
orders/cart.py:134 apply_discount() — zero-qty guard 0% covered
P2 — Low-risk gaps (utility / helper functions):
utils/formatting.py:12 format_currency() 0% covered
Recommended: Generate tests for P0 items first to reach 80% threshold.
Key Tools
| Tool |
Purpose |
Usage |
test_generator.py |
Generate test cases from code/requirements |
python scripts/test_generator.py --input source.py --framework pytest |
coverage_analyzer.py |
Parse and analyze coverage reports |
python scripts/coverage_analyzer.py --report lcov.info --threshold 80 |
tdd_workflow.py |
Guide red-green-refactor cycles |
python scripts/tdd_workflow.py --phase red --test test_auth.py |
fixture_generator.py |
Generate test data and mocks |
python scripts/fixture_generator.py --entity User --count 5 |
Note: Bundled scripts ship as Markdown reference (.md) — copy the code out of the .md file to run it.
Additional scripts: framework_adapter.py (convert between frameworks), metrics_calculator.py (quality metrics), format_detector.py (detect language/framework), output_formatter.py (CLI/desktop/CI output).
Input Requirements
For Test Generation:
- Source code (file path or pasted content)
- Target framework (Jest, Pytest, JUnit, Vitest)
- Coverage scope (unit, integration, edge cases)
For Coverage Analysis:
- Coverage report file (LCOV, JSON, or XML format)
- Optional: Source code for context
- Optional: Target threshold percentage
For TDD Workflow:
- Feature requirements or user story
- Current phase (RED, GREEN, REFACTOR)
- Test code and implementation status
Limitations
| Scope |
Details |
| Unit test focus |
Integration and E2E tests require different patterns |
| Static analysis |
Cannot execute tests or measure runtime behavior |
| Language support |
Best for TypeScript, JavaScript, Python, Java |
| Report formats |
LCOV, JSON, XML only; other formats need conversion |
| Generated tests |
Provide scaffolding; require human review for complex logic |
When to use other tools:
- E2E testing: Playwright, Cypress, Selenium
- Performance testing: k6, JMeter, Locust
- Security testing: OWASP ZAP, Burp Suite
1---2name: tdd-guide3description: Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit. Handles test generation from source code, coverage report parsing (LCOV/JSON/XML), quality scoring, and framework conversion for TypeScript, JavaScript, Python, and Java projects.4---56# TDD Guide78Test-driven development skill for generating tests, analyzing coverage, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, and Vitest.910---1112## Workflows1314### Generate Tests from Code15161. Provide source code (TypeScript, JavaScript, Python, Java)172. Specify target framework (Jest, Pytest, JUnit, Vitest)183. Run `test_generator.py` with requirements194. Review generated test stubs205. **Validation:** Tests compile and cover happy path, error cases, edge cases2122### Analyze Coverage Gaps23241. Generate coverage report from test runner (`npm test -- --coverage`)252. Run `coverage_analyzer.py` on LCOV/JSON/XML report263. Review prioritized gaps (P0/P1/P2)274. Generate missing tests for uncovered paths285. **Validation:** Coverage meets target threshold (typically 80%+)2930### TDD New Feature31321. Write failing test first (RED)332. Run `tdd_workflow.py --phase red` to validate343. Implement minimal code to pass (GREEN)354. Run `tdd_workflow.py --phase green` to validate365. Refactor while keeping tests green (REFACTOR)376. **Validation:** All tests pass after each cycle3839---4041## Examples4243### Test Generation — Input → Output (Pytest)4445**Input source function (`math_utils.py`):**4647```python48def divide(a: float, b: float) -> float:49 if b == 0:50 raise ValueError("Cannot divide by zero")51 return a / b52```5354**Command:**5556```bash57python scripts/test_generator.py --input math_utils.py --framework pytest58```5960**Generated test output (`test_math_utils.py`):**6162```python63import pytest64from math_utils import divide6566class TestDivide:67 def test_divide_positive_numbers(self):68 assert divide(10, 2) == 5.06970 def test_divide_negative_numerator(self):71 assert divide(-10, 2) == -5.07273 def test_divide_float_result(self):74 assert divide(1, 3) == pytest.approx(0.333, rel=1e-3)7576 def test_divide_by_zero_raises_value_error(self):77 with pytest.raises(ValueError, match="Cannot divide by zero"):78 divide(10, 0)7980 def test_divide_zero_numerator(self):81 assert divide(0, 5) == 0.082```8384---8586### Coverage Analysis — Sample P0/P1/P2 Output8788**Command:**8990```bash91python scripts/coverage_analyzer.py --report lcov.info --threshold 8092```9394**Sample output:**9596```97Coverage Report — Overall: 63% (threshold: 80%)9899P0 — Critical gaps (uncovered error paths):100 auth/login.py:42-58 handle_expired_token() 0% covered101 payments/process.py:91-110 handle_payment_failure() 0% covered102103P1 — High-value gaps (core logic branches):104 users/service.py:77 update_profile() — else branch 0% covered105 orders/cart.py:134 apply_discount() — zero-qty guard 0% covered106107P2 — Low-risk gaps (utility / helper functions):108 utils/formatting.py:12 format_currency() 0% covered109110Recommended: Generate tests for P0 items first to reach 80% threshold.111```112113---114115## Key Tools116117| Tool | Purpose | Usage |118| ---------------------- | ------------------------------------------ | ----------------------------------------------------------------------- |119| `test_generator.py` | Generate test cases from code/requirements | `python scripts/test_generator.py --input source.py --framework pytest` |120| `coverage_analyzer.py` | Parse and analyze coverage reports | `python scripts/coverage_analyzer.py --report lcov.info --threshold 80` |121| `tdd_workflow.py` | Guide red-green-refactor cycles | `python scripts/tdd_workflow.py --phase red --test test_auth.py` |122| `fixture_generator.py` | Generate test data and mocks | `python scripts/fixture_generator.py --entity User --count 5` |123124> **Note:** Bundled scripts ship as Markdown reference (`.md`) — copy the code out of the `.md` file to run it.125126Additional scripts: `framework_adapter.py` (convert between frameworks), `metrics_calculator.py` (quality metrics), `format_detector.py` (detect language/framework), `output_formatter.py` (CLI/desktop/CI output).127128---129130## Input Requirements131132**For Test Generation:**133134- Source code (file path or pasted content)135- Target framework (Jest, Pytest, JUnit, Vitest)136- Coverage scope (unit, integration, edge cases)137138**For Coverage Analysis:**139140- Coverage report file (LCOV, JSON, or XML format)141- Optional: Source code for context142- Optional: Target threshold percentage143144**For TDD Workflow:**145146- Feature requirements or user story147- Current phase (RED, GREEN, REFACTOR)148- Test code and implementation status149150---151152## Limitations153154| Scope | Details |155| ---------------- | ----------------------------------------------------------- |156| Unit test focus | Integration and E2E tests require different patterns |157| Static analysis | Cannot execute tests or measure runtime behavior |158| Language support | Best for TypeScript, JavaScript, Python, Java |159| Report formats | LCOV, JSON, XML only; other formats need conversion |160| Generated tests | Provide scaffolding; require human review for complex logic |161162**When to use other tools:**163164- E2E testing: Playwright, Cypress, Selenium165- Performance testing: k6, JMeter, Locust166- Security testing: OWASP ZAP, Burp Suite