Sub-Skill: Test-Driven Development
Purpose: Prevents the common failure mode where agents write implementation first and tests second — producing tests that validate the code as-written rather than the intended behavior.
Rules
The Red-Green-Refactor Cycle
MUST: Always write a failing test before writing production code. The test defines the desired behavior. If you cannot articulate a failing test, you do not yet understand the requirement. Reference: ERR-2026-017.
MUST: Never write more production code than necessary to pass the current failing test. Resist the urge to implement the full feature. One test, one behavior, one pass. Then refactor.
SHOULD: After each green test, look for refactoring opportunities before writing the next test. Refactoring under green tests is safe. Refactoring without tests is gambling.
AVOID: Writing multiple tests at once before making any pass. One failing test at a time keeps feedback loops tight and prevents losing track of which behavior you are implementing.
Test Design
SHOULD: Name tests to describe the scenario and expected outcome, not the function under test. test_empty_cart_returns_zero_total not test_calculate_total. The name is documentation.
MUST: Ensure each test is independent and can run in any order. Shared mutable state between tests causes flaky suites. Use setup/teardown or fresh fixtures per test.
SHOULD: Test behavior, not implementation. Assert on outputs and observable side effects, not internal method calls. Implementation-coupled tests break on every refactor.
AVOID: Testing private methods directly. Test through the public API. If a private method needs its own tests, it probably belongs in a separate module.
Coverage and Boundaries
SHOULD: Cover the happy path, at least one edge case, and at least one error case per public function. Three tests minimum per meaningful behavior.
AVOID: Chasing 100% line coverage as a goal. Coverage measures execution, not correctness. A test that executes code without asserting anything is worthless. Aim for high branch coverage on business logic.
SHOULD: Use test doubles (mocks, stubs, fakes) only at architectural boundaries. Mock the database, the network, the file system — not your own classes. Over-mocking makes tests brittle and meaningless.
When NOT to TDD
AVOID: TDD for exploratory prototypes and throwaway spikes. When you do not yet know what the interface should be, experimentation is more valuable than premature tests. Delete the spike afterward.
SHOULD: Use TDD for bug fixes — always. Write a test that reproduces the bug first. Green means the bug is fixed. This prevents regressions permanently.
AVOID: TDD for pure configuration, static markup, or generated code. If there is no branching logic, there is nothing meaningful to test-drive.
Discipline
- MUST: Never commit code where all tests pass but you skipped the red step. If you wrote production code first and tests second, those tests may not actually exercise the new behavior. Rewrite them.
See also
skills/code-quality/SKILL.md — General quality rules including testing conventionsskills/python/SKILL.md — Python-specific pytest patterns (rules 16–23)
Why This Sub-Skill Earns Stars
LLM agents almost universally write code first and tests second — or skip tests entirely. This produces tests that validate the implementation rather than the specification, meaning bugs in the implementation are "verified" by the test. The red-green-refactor discipline catches this: if you never saw the test fail, you cannot trust that it tests anything real.
1---2name: tdd3description: Apply when adding new behavior or fixing a bug. Red-green-refactor cycle, test-first discipline, when TDD doesn't pay.4license: MIT5---67# Sub-Skill: Test-Driven Development89**Purpose:** Prevents the common failure mode where agents write implementation first and tests second — producing tests that validate the code as-written rather than the intended behavior.1011## Rules1213### The Red-Green-Refactor Cycle14151. **MUST: Always write a failing test before writing production code.** The test defines the desired behavior. If you cannot articulate a failing test, you do not yet understand the requirement. Reference: ERR-2026-017.16172. **MUST: Never write more production code than necessary to pass the current failing test.** Resist the urge to implement the full feature. One test, one behavior, one pass. Then refactor.18193. **SHOULD: After each green test, look for refactoring opportunities before writing the next test.** Refactoring under green tests is safe. Refactoring without tests is gambling.20214. **AVOID: Writing multiple tests at once before making any pass.** One failing test at a time keeps feedback loops tight and prevents losing track of which behavior you are implementing.2223### Test Design24255. **SHOULD: Name tests to describe the scenario and expected outcome, not the function under test.** `test_empty_cart_returns_zero_total` not `test_calculate_total`. The name is documentation.26276. **MUST: Ensure each test is independent and can run in any order.** Shared mutable state between tests causes flaky suites. Use setup/teardown or fresh fixtures per test.28297. **SHOULD: Test behavior, not implementation.** Assert on outputs and observable side effects, not internal method calls. Implementation-coupled tests break on every refactor.30318. **AVOID: Testing private methods directly.** Test through the public API. If a private method needs its own tests, it probably belongs in a separate module.3233### Coverage and Boundaries34359. **SHOULD: Cover the happy path, at least one edge case, and at least one error case per public function.** Three tests minimum per meaningful behavior.363710. **AVOID: Chasing 100% line coverage as a goal.** Coverage measures execution, not correctness. A test that executes code without asserting anything is worthless. Aim for high branch coverage on business logic.383911. **SHOULD: Use test doubles (mocks, stubs, fakes) only at architectural boundaries.** Mock the database, the network, the file system — not your own classes. Over-mocking makes tests brittle and meaningless.4041### When NOT to TDD424312. **AVOID: TDD for exploratory prototypes and throwaway spikes.** When you do not yet know what the interface should be, experimentation is more valuable than premature tests. Delete the spike afterward.444513. **SHOULD: Use TDD for bug fixes — always.** Write a test that reproduces the bug first. Green means the bug is fixed. This prevents regressions permanently.464714. **AVOID: TDD for pure configuration, static markup, or generated code.** If there is no branching logic, there is nothing meaningful to test-drive.4849### Discipline505115. **MUST: Never commit code where all tests pass but you skipped the red step.** If you wrote production code first and tests second, those tests may not actually exercise the new behavior. Rewrite them.5253## See also5455- `skills/code-quality/SKILL.md` — General quality rules including testing conventions56- `skills/python/SKILL.md` — Python-specific pytest patterns (rules 16–23)5758## Why This Sub-Skill Earns Stars5960LLM agents almost universally write code first and tests second — or skip tests entirely. This produces tests that validate the implementation rather than the specification, meaning bugs in the implementation are "verified" by the test. The red-green-refactor discipline catches this: if you never saw the test fail, you cannot trust that it tests anything real.
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