diff --git a/.claude/skills/testing/SKILL.md b/.claude/skills/testing/SKILL.md
index 7a597e4c..56553ed0 100644
--- a/.claude/skills/testing/SKILL.md
+++ b/.claude/skills/testing/SKILL.md
@@ -11,11 +11,18 @@ statements, functions, and branches.** That rule and the React/Mantine
 conventions live in [`AGENTS.md`](../../../AGENTS.md); this skill is where a
 test goes, how to run it, and how to clear the gate.
 
-⚠️ **Anything that needs a real server to run against — an integration test, a
-smoke, reproducing a bug by hand — is `/test-servers`, and you have to load it.**
-Integration and smoke tests here drive a real server over a real transport
-rather than a mock, so picking, building and connecting to a fixture is a
-procedure of its own that this skill does not carry.
+## Before you write it: does the test need a real server?
+
+**If it does, load the `test-servers` skill now — that is step one, before
+choosing a location or writing a line.** It does, whenever the task is: an
+integration test; an end-to-end test; a smoke; a coverage gap that has to be
+exercised over a transport; or reproducing a reported bug by hand.
+
+Every one of those drives a **real server over a real transport, never a mock**,
+and picking the fixture, building it, and connecting with the right protocol era
+is a procedure this skill does not carry. Writing one without `test-servers`
+means hand-rolling a fixture that already exists, or mocking the thing the tier
+exists to avoid mocking.
 
 ## Where the test file goes
 
@@ -38,7 +45,9 @@ web-owned test living under `src/test/` instead is a bug.
    `core/` source layout (`mcp/`, `mcp/node/`, `mcp/remote/`, `auth/`,
    `auth/node/`, `storage/`). **Placement is the manifest** — any file under that
    folder is picked up by the integration project (node env, 30s timeouts) via a
-   folder glob; there is no enumeration to keep in sync.
+   folder glob; there is no enumeration to keep in sync. ⚠️ These run against a
+   real server, so **load the `test-servers` skill before writing one** — the
+   fixture is half the test.
 3. **Shared test infrastructure** — `renderWithMantine.tsx`, `setup.ts`,
    `fixtures/`, `scrollAreaStoryAssertions.ts`.
 
@@ -82,6 +91,10 @@ spawns the built binary) → smokes through the built launcher (`npm run smoke`)
 Storybook play functions (`test:storybook`) → the published-tarball check
 (`npm run pack:verify`, local/release only — needs network).
 
+Everything from **web integration** rightwards needs a fixture from
+`test-servers/` — load the `test-servers` skill as soon as a task puts you at
+that tier or deeper.
+
 `validate` runs the per-client `test` scripts — so web **unit** plus cli's
 out-of-process `e2e.test.ts`, but **not** web's integration project, which runs
 inside the `coverage` gate. CI therefore has no separate `test:integration` step.
@@ -159,5 +172,8 @@ shared helper that wraps one.
 
 ## Test servers, not mocks
 
-Integration and smoke tests drive a real server over a real transport. See
-`/test-servers` for picking and building one.
+Integration and smoke tests drive a real server over a real transport, never a
+mock. **Load the `test-servers` skill to pick, build and run the fixture** —
+which showcase config covers the feature, which protocol era to connect with,
+how to add a combination that does not exist yet, and why a fixture can keep
+serving stale code after an edit.
diff --git a/docs/skill-authoring.md b/docs/skill-authoring.md
index 6e515833..5692f3b1 100644
--- a/docs/skill-authoring.md
+++ b/docs/skill-authoring.md
@@ -289,13 +289,25 @@ pointed at the second, and the column would stop carrying signal. Read a
 hand-off number as a description-strength measurement, not a verdict — and read
 it at `RUNS=5`, since at `RUNS=3` one sample is worth 33 points.
 
-**The committed cases have measured 33% / 33% on one `RUNS=3` run and 100% /
-33% on another, and at least one of them being red is the intended state rather
-than an oversight.** `skills:eval` is not a gate (see below), and the number is
-the finding: `testing` points at `test-servers` in its first paragraph and the
-model follows that pointer *sometimes*. Strengthening it is its own change
-against its own issue (#2247); lowering the bar to turn the column green would
-throw away the only signal this feature adds.
+**A red hand-off case is a finding about the pointer, not a build break — and
+the fix is to reshape the pointer, never to lower the bar.** The committed
+`testing` -> `test-servers` cases are the worked example. They measured
+33% / 33% at `RUNS=3` when `testing` opened with a one-sentence ⚠️ *classifying*
+which work belongs to `test-servers`; rewriting that into an imperative first
+step ("load the `test-servers` skill now — that is step one"), and repeating it
+at the two later points where the model actually decides it is writing an
+integration test, took them to **100% / 80% at `RUNS=5`** with the prompts
+unchanged (#2247) — 100% / 100% on a focused `-- test-servers` run of the same
+build, which is the size of the run-to-run noise still present at `RUNS=5`.
+Nothing else moved: the two descriptions were not touched, and the same suite
+scored **63/63** first-move cases at 100%.
+
+The transferable part is that **a pointer is followed when it reads as an action
+with a trigger, and skimmed when it reads as a fact.** #2202 found the same
+lever on a *description*'s shape; this is it applied to a body. The corollary is
+where to put one: the top of a body is read before the model knows it needs the
+second skill, so a pointer that lives only there is a pointer it has already
+scrolled past by the time it matters.
 
 ⚠️ **Do not read a rise between two `RUNS=3` runs as an improvement.** One
 sample is 33 points there, and the two runs above straddle a 67-point swing on
@@ -372,7 +384,7 @@ The summary is two lines, never one:
 
 ```
 7/7 first-move cases at or above 80%.
-1/2 hand-off cases above 50%.
+2/2 hand-off cases above 50%.
 ```
 
 Narrowing the run never narrows what a **negative** case is scored against — a
diff --git a/scripts/skill-eval.mjs b/scripts/skill-eval.mjs
index 748cdaba..1fc38b6c 100755
--- a/scripts/skill-eval.mjs
+++ b/scripts/skill-eval.mjs
@@ -57,10 +57,13 @@ const THRESHOLD = Number(process.env.THRESHOLD ?? 0.8);
 // acceptable is a separate judgement rather than one inherited from a number
 // tuned for the other measurement. 0.5 is the weakest claim worth asserting —
 // the pointer is taken more often than not. It is deliberately not 0.8: the
-// committed `testing` -> `test-servers` cases measure 33% (RUNS=3) against a
-// pointer that is live and stated in the first paragraph of `testing`'s body,
-// so an 0.8 bar would mark every hand-off red regardless of how strongly the
-// first skill points at the second, and the column would stop carrying signal.
+// committed `testing` -> `test-servers` cases measured 33% (RUNS=3) against a
+// pointer that was live and stated in the first paragraph of `testing`'s body,
+// so an 0.8 bar would mark a hand-off red regardless of how strongly the first
+// skill points at the second, and the column would stop carrying signal.
+// (#2247 later reshaped that pointer into an imperative step and took the same
+// two cases to 100% at RUNS=5 — which raises the ceiling those cases reach, not
+// the floor a *new* hand-off case should be judged against.)
 //
 // It is compared STRICTLY, unlike the first-move threshold. "More often than
 // not" is `> 0.5`, and an inclusive compare passes exactly half the samples