Test Behavior, Not Implementation
SkillAI & modelsApply when you write, change, or keep a test. Call the code the way its users do and assert the result they observe against a literal expected value. If the test would still pass when every imported function returns undefined, rewrite the assertion or delete the test.
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Then ask your AI: use the Test Behavior, Not Implementation skill
What this skill tells your AI
The instructions your AI receives, as published by michael-denyer/pstack-claude in plugins/pstack/skills/principle-test-behavior-not-implementation/SKILL.md and read by ahel’s review.
A test calls the code the way its users do and asserts the result they observe against a literal expected value. A test that asserts which calls the code made, or restates a constant the code contains, does neither.
The check: before you keep a test, ask whether it would still pass if every function it imports returned undefined. If yes, it observes no behavior and cannot fail for a defect. Rewrite the assertion or delete the test.
Why: A test that cannot fail for a defect costs CI time and review attention and catches nothing. A constant pin also fails when someone edits the constant or the prompt it restates, so it prevents that edit.
Five shapes that still pass when every imported function returns undefined:
- Weak or no assertion. No
expect, or onlytoBeDefined,toBeTruthy,not.toThrow,toBeInstanceOf,toBeGreaterThan(0). - Mock or absence only. Only
toHaveBeenCalled,not.toHaveBeenCalled,toBeUndefined,toEqual([]),toHaveLength(0),not.toBe(wrongValue). - Self-referential. The expected value comes from the code under test:
expect(f(a)).toBe(f(a)),expect(parsed.url).toBe(buildUrl(...)). - Constant pin. The assertion restates a hand-maintained constant, config default, table row, or prompt string:
expect(LIMITS.maxTools).toBe(8),expect(PROMPT).toContain("You are"). - Fixture asserts fixture. The assertion reads data the test built or a value computed in
beforeEach, and the subject never runs inside the body.
The fix: call the subject inside the test body with one concrete input and assert the literal output or the observable effect, expect(slugify("Hello, World!")).toBe("hello-world"). For an absence, assert the presence on the other input in the same test. For a constant, test the mechanism that reads it with one input instead of restating the value. For a mock, assert the payload it received or the state after the call, not that it was called. When no such assertion exists, delete the test.
Keep a test of a relation across a table's rows (a key present in two tables, a parent that exists), and a compile-time check in a *.test-d.ts file.
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- Sep 2026
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principle-test-behavior-not-implementation- Source
- github.com/michael-denyer/pstack-claude