Apply 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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Test Behavior, Not Implementation
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 only `toBeDefined`, or `not.toThrow` when non-throwing behavior is not the contract.
- **Mock or absence only.** Only `toHaveBeenCalled`, `not.toHaveBeenCalled`, `toBeUndefined`, `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(...))`.
…
The line at the top of this page pins the label git:20261031.336cc57, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (2629 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag
Source
GitHub
iap/pstack-hermes · 32 stars · license a license file GitHub does not identify · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_5yo2eeafl4qfpitm
GET https://markdownregistry.com/api/v1/resolve?ref=iap/pstack-hermes/principle-test-behavior-not-implementation
GET https://markdownregistry.com/api/v1/blob/0ce60a8523ef331ee9ef0028746e2c60cac14be37004c61ba62ecc6b33a92bbc
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
iap/pstack-hermes · skills/architect/SKILL.md · Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use…
iap/pstack-hermes · skills/arena/SKILL.md · Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for…
iap/pstack-hermes · skills/automate-me/SKILL.md · Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a…
iap/pstack-hermes · skills/blast-radius/SKILL.md · Find what a change could break somewhere else before it ships, beyond the diff, and prove the one fact it's safe…
iap/pstack-hermes · skills/create-verification-skill/SKILL.md · Generate a project-local verification skill that drives your app the way a user does — any language, framework, or…
iap/pstack-hermes · skills/figure-it-out/SKILL.md · Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a…
iap/pstack-hermes · skills/hermesbot/SKILL.md · Use when building a control surface (page, dashboard, buttons) that wakes a hermes bot over a webhook subscription…
iap/pstack-hermes · skills/how/SKILL.md · Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions…
iap/pstack-hermes · skills/interrogate/SKILL.md · Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find…
cursor/plugins · harness/pstack/claude-code/skills/principle-test-behavior-not-implementation/SKILL.md · Apply when you write, change, or keep a test. Assert what the code's users can observe, so that the test fails when…
cursor/plugins · pstack/skills/principle-test-behavior-not-implementation/SKILL.md · Apply when you write, change, or keep a test. Assert what the code's users can observe, so that the test fails when…
nightly-labs/openbot · marketplace/production-catalog/bundles/pstack/skills/principle-test-behavior-not-implementation/SKILL.md · Apply when you write, change, or keep a test. Call the code as its users do and assert the exact result they see…
michael-denyer/pstack-claude · plugins/pstack/skills/principle-test-behavior-not-implementation/SKILL.md · Apply when you write, change, or keep a test. Assert what the code's users can observe, so that the test fails when…
backnotprop/pstack · skills/principle-test-behavior-not-implementation/SKILL.md · Apply when you write, change, or keep a test. Assert what the code's users can observe, so that the test fails when…
barbieri/local-openfinance · .agents/skills/principle-test-behavior-not-implementation/SKILL.md · Apply when you write, change, or keep a test. Call the code the way its users do and assert the result they observe…
theonlyfusioncube/potetos-for-everyone · skills/principle-test-behavior-not-implementation/SKILL.md · Call the system the way its consumer does and assert meaningful observable output; avoid mocks or assertions that only…
creedants/pstack-t3 · skills/principle-test-behavior-not-implementation/SKILL.md · Apply when you write, change, or keep a test. Assert what the code's users can observe, so that the test fails when…