diff --git a/.changeset/tdd-tautological-tests.md b/.changeset/tdd-tautological-tests.md
new file mode 100644
index 0000000..782e9de
--- /dev/null
+++ b/.changeset/tdd-tautological-tests.md
@@ -0,0 +1,5 @@
+---
+"mattpocock-skills": patch
+---
+
+Add the **tautological test** anti-pattern to the `tdd` skill. Tests whose assertion is recomputed the way the code computes it pass by construction and give zero confidence — distinct from the implementation-coupling anti-pattern already covered. Added as a peer at the same three sites: a Philosophy principle (expected values must come from an independent source of truth), a per-cycle checklist gate, and a BAD/GOOD example pair in `tests.md`.
diff --git a/skills/engineering/tdd/SKILL.md b/skills/engineering/tdd/SKILL.md
index 1ce5d21..23441dd 100644
--- a/skills/engineering/tdd/SKILL.md
+++ b/skills/engineering/tdd/SKILL.md
@@ -13,6 +13,8 @@ description: Test-driven development. Use when the user wants to build features
 
 **Bad tests** are coupled to implementation. They mock internal collaborators, test private methods, or verify through external means (like querying a database directly instead of using the interface). The warning sign: your test breaks when you refactor, but behavior hasn't changed. If you rename an internal function and tests fail, those tests were testing implementation, not behavior.
 
+**Tautological tests** restate the implementation inside the assertion, so they pass by construction and give zero confidence. When the expected value is computed the way the code computes it — `expect(add(a, b)).toBe(a + b)`, snapshotting a figure you derived by hand the same way the code does, asserting a constant equals itself — the test can never disagree with the code: break the code wrong and the assertion breaks wrong with it. The expected value must come from an independent source of truth — a known-good literal, a worked example, the spec.
+
 See [tests.md](tests.md) for examples and [mocking.md](mocking.md) for mocking guidelines.
 
 ## Anti-Pattern: Horizontal Slices
@@ -103,6 +105,7 @@ After all tests pass, look for [refactor candidates](refactoring.md):
 [ ] Test describes behavior, not implementation
 [ ] Test uses public interface only
 [ ] Test would survive internal refactor
+[ ] Expected values are independent literals, not recomputed from the code
 [ ] Code is minimal for this test
 [ ] No speculative features added
 ```
diff --git a/skills/engineering/tdd/tests.md b/skills/engineering/tdd/tests.md
index ff22f80..7ab8647 100644
--- a/skills/engineering/tdd/tests.md
+++ b/skills/engineering/tdd/tests.md
@@ -59,3 +59,19 @@ test("createUser makes user retrievable", async () => {
   expect(retrieved.name).toBe("Alice");
 });
 ```
+
+**Tautological tests**: Expected value restates the implementation, so the test passes by construction.
+
+```typescript
+// BAD: Expected value is recomputed the way the code computes it
+test("calculateTotal sums line items", () => {
+  const items = [{ price: 10 }, { price: 5 }];
+  const expected = items.reduce((sum, i) => sum + i.price, 0);
+  expect(calculateTotal(items)).toBe(expected);
+});
+
+// GOOD: Expected value is an independent, known literal
+test("calculateTotal sums line items", () => {
+  expect(calculateTotal([{ price: 10 }, { price: 5 }])).toBe(15);
+});
+```