testing-discipline

Testing Discipline

Overview

A test that compiles and goes green is not the same as a good test. A good test pins the contract (not the implementation), states a concrete example a reader can check by eye, names the scenario in the language of the domain, and is safe for the test data to leak in front of a customer. This skill enforces a short, ordered set of decisions to make every time you write a new test, design a fixture, or name a test method. It draws on eight contributors to 97 Things Every Programmer Should Know (CC-BY-3.0; see principles.md for citations and links).

This is a rigid skill. Run the checklist in order. If you can't satisfy a step, stop and tell your human partner what's blocking you.

When to invoke

Invoke when you're about to:

• Write a new test (unit, integration, end-to-end, characterization)
• Name or rename a test method, test class, or test file
• Design a fixture, mock, stub, or shared test helper
• Choose test data — names, IDs, sample strings, sample numbers
• Decide what to assert in a test (exact value? structural property? both?)
• Schedule a long-running suite (soak, perf, cross-platform matrix)
• Hand off requirements between programmers and testers, or work on acceptance tests

Non-triggers — do NOT invoke for

• Running the existing test suite (npm test, pytest)
• Fixing a one-line broken assertion where the intent is unchanged
• Adding a docstring or comment to an existing test
• Reordering imports in a test file
• Updating a snapshot file when the underlying intentional change is already understood

If you're not sure whether a change counts as "writing a test," invoke anyway — the checklist is short and skipping it produces tests that pass forever while protecting nothing.

Precedence

• superpowers/test-driven-development decides whether and when to write a test (the process: red, green, refactor; test first; one failing test at a time). This skill decides what makes the test itself good (the quality: what to assert, how to name it, what data to use). When mocking gets harder than the production code, fall back to GOOS/ListenToTestPain — the design is wrong, not the test.
• before-you-refactor precedes this skill when the trigger is "I want to restructure existing test code" rather than "I'm writing a new test."
• domain-modeling governs the names of the types under test; this skill governs the names of the tests.

Test quality checklist

Run every step in order when writing a new test. Do not commit until step 7 is satisfied.

1. Treat the test as the engineering rigor of the change, not optional polish. Software's only practical pre-deployment validation is execution under realistic conditions. If a manager or your own internal voice says "no time to test," recognize that as the same as a bridge engineer skipping structural analysis. Push back; the test is part of the change. (Ford, 97/83.)
2. Assert the required behavior, not an incidental of the current implementation. Ask: what does the contract actually promise? For a 3-way comparator the contract is "negative if less, positive if greater, zero if equal" — not "exactly -1 or +1." Asserting ±1 nails an incidental and will go red the day someone returns -2. Tests that mirror code structure end up asserting that the code does what the code does. (Henney, 97/80.)
3. Be precise and accurate. Use concrete examples. "Result is sorted and same length" passes for [3,3,3,3,3,3] against an input of [3,1,4,1,5,9]. The full postcondition is sorted and a permutation of the input — but expressing that as a generic checker is often more code than the function under test. Prefer a concrete example pair: input [3,1,4,1,5,9], expected [1,1,3,4,5,9]. "Adding to an empty collection" is not "now non-empty" — it's "now contains exactly one item, and that item is X." (Henney, 97/81.)
4. Write the test for the next person who has to read it. A good test is documentation. Make three parts visible in this order: the context/preconditions, the call into the system, the expected result. Hide trivia behind named helpers (Extract Method) so the reader sees the scenario, not the scaffolding. Give the test a name describing the scenario and the entry point — Stack_pop_on_empty_throws reads better than test17. Then test the test: introduce a deliberate bug into the code under test on a private branch and verify the failure message tells you what went wrong. (Meszaros, 97/95.)
5. Choose test data that is safe in front of a customer. Placeholder names, fake company names, sample log strings, mock error dialogs, and seeded database rows have a habit of surfacing in screenshots, demos, leaked source, and production logs. Do not use real people's names you mean to mock, do not use band names or song titles as a private joke, do not write "don't click that again, you moron" as a placeholder dialog, do not use four-letter words as fake stock tickers. Use boring, obviously-fake, professional data. (Begbie, 97/25.)
6. Treat testers as collaborators, not adversaries. If your project has QA, share testing ideas with them before coding starts; accept their acceptance tests (Fit-style or otherwise) as input to the work; respond with implementation notes that improve their coverage. The wildcard-vs-whole-word search ambiguity is cheaper to surface in an acceptance test than in a defect ticket. The picky tester who finds the misspelled splash screen, the wrong checkbox-vs-radio, and the broken keyboard shortcut is protecting users from doubting your competence. (Hufnagel, 97/60; Gregory, 97/92.)
7. Schedule expensive tests for the hours nobody is using the build server. Soak tests for memory leaks, performance runs that need a quiet machine, cross-platform matrices (32/64-bit × OS × protocol) — these will not fit in a pre-commit cycle. Split the suite: a small mandatory profile on commit, the heavy profiles overnight, the multi-day matrices on weekends. Hardware sitting idle on a Saturday is wasted coverage. (Attapattu, 97/82.)

Red Flags

These thoughts mean STOP — restart the checklist:

Thought	Reality
"I'll just assert the function returns exactly -1."	The contract says "negative" — ±1 is an implementation incidental. The test will go red on a valid refactor and tell you nothing about the requirement. (97/80)
"Same length, all elements in range — that's enough for a sort test."	[3,3,3,3,3,3] satisfies that and is wrong. Use a concrete input/output pair so the only correct answer is the one in the assertion. (97/81)
"I'll seed the database with band members and song titles — funnier than User1."	Cute test data ends up in customer screenshots, demos, and leaked source. Use boring, obviously-fake, professional data. (97/25)
"QA is too picky — those bugs aren't real."	The picky tester is the reason users do not see those bugs. The accumulation of small defects is what makes users distrust the product. (97/60)
"I'll throw it over the wall — testers will find anything I missed."	Adversarial handoff burns time in the defect tracker. Share testing ideas before coding; accept acceptance tests as input. (97/92)
"No time to write the test — we'll add it later."	"Later" rarely arrives, and shipping without verification is professionally irresponsible. The test is part of the change. (97/83)
"I know what this test means — I just wrote it."	You will not, in six months. Tests are read more than they are written. Name the scenario, structure as context/act/assert, hide scaffolding. (97/95)
"The soak test takes 8 hours — we'll skip it."	Schedule it overnight. The build server is idle from 6pm to 8am and all weekend; that is free coverage you are throwing away. (97/82)
"test17 is a fine name — the body explains it."	Test names are scanned to verify coverage and to read failure reports. Encode the scenario and the entry point in the name. (97/95)
"The test setup is fifty lines, then a one-line assert — but it works."	Test pain is design pressure. If the setup dwarfs the body, reshape the production code. Do not mock harder. (GOOS/ListenToTestPain)
"I'll assert that repo.save was called exactly three times."	Over-specifying mock interactions makes the test red on innocent refactors. Assert on the observable contract, not the call shape. (xUnit/FragileTest)
"The test reads from /tmp/fixtures/users.json set up in conftest.py."	Mystery Guest. The test cannot be read in isolation. Build the fixture in the test or in a function named for what it returns. (xUnit/MysteryGuest)
"I'll branch on the return value and assert different things in each branch."	One test, two scenarios fighting for one name. Split into two tests, or use named parameterized cases. (xUnit/ConditionalTestLogic)

What "done" looks like

A single well-written test is done when all of the following are true:

• The assertion targets the contract, not an incidental of the current implementation.
• The expected result is concrete enough that a reader can check it by eye in under thirty seconds.
• The test name describes the scenario and the entry point in domain language.
• Context, action, and expected result are visible as three readable sections; scaffolding is behind named helpers.
• Test data (names, IDs, strings, log lines, error messages) is safe to appear in a customer screenshot.
• You verified the test fails for the right reason — by introducing a deliberate bug on a private branch and reading the failure message.
• If the test is slow (soak, perf, cross-platform), it is scheduled in an off-hours profile, not blocking pre-commit.
• If acceptance tests from QA or the customer exist for this behavior, this test does not duplicate or contradict them.

If any box is unchecked, the test is not done — it is mid-written. Either finish, or delete it and start over.

Principles in this skill

#	Principle	Author
97/25	Don't Be Cute with Your Test Data	Rod Begbie
97/60	News of the Weird: Testers Are Your Friends	Burk Hufnagel
97/80	Test for Required Behavior, Not Incidental Behavior	Kevlin Henney
97/81	Test Precisely and Concretely	Kevlin Henney
97/82	Test While You Sleep (and over Weekends)	Rajith Attapattu
97/83	Testing Is the Engineering Rigor of Software Development	Neal Ford
97/92	When Programmers and Testers Collaborate	Janet Gregory
97/95	Write Tests for People	Gerard Meszaros
GOOS/ListenToTestPain	Listen to Test Pain	Steve Freeman & Nat Pryce
xUnit/ObscureTest	Obscure Test	Gerard Meszaros
xUnit/FragileTest	Fragile Test	Gerard Meszaros
xUnit/MysteryGuest	Mystery Guest	Gerard Meszaros
xUnit/ConditionalTestLogic	Conditional Test Logic	Gerard Meszaros

See principles.md for the long-form distillations, citations, and source links.