diff --git a/Makefile b/Makefile
index c845d28..430acaf 100644
--- a/Makefile
+++ b/Makefile
@@ -129,6 +129,25 @@ check-copilot-instructions:
 # new check-* target is covered by both the moment it's added here.
 preflight: test check-symlinks check-skills check-skill-frontmatter check-editorconfig check-copilot-instructions
 
+# Skill eval suite (evals/). eval-validate is offline and free; eval and
+# eval-compare spend real API tokens (a headless claude session per case,
+# plus judge calls for transformation cases). Phase 2 wires eval-validate
+# into preflight and CI; until then all three are manual entry points.
+evals/node_modules: evals/package.json evals/package-lock.json
+	cd evals && npm ci
+
+eval-validate: evals/node_modules
+	cd evals && node bin/validate.mjs
+
+eval: evals/node_modules
+	@test -n "$(SKILL)" || { echo "usage: make eval SKILL=<skill-name>"; exit 1; }
+	cd evals && mkdir -p results && EVAL_SKILL=$(SKILL) npx promptfoo eval --no-cache -o results/latest.json
+	cd evals && node bin/check-gate.mjs results/latest.json
+
+eval-compare: evals/node_modules
+	@test -n "$(SKILL)" || { echo "usage: make eval-compare SKILL=<skill-name>"; exit 1; }
+	cd evals && EVAL_SKILL=$(SKILL) npx promptfoo eval --no-cache -c promptfooconfig.compare.yaml
+
 link-karabiner:
 	# don't link entire .config directory because it may contain secrets
 	mkdir -p $$HOME/.config
@@ -165,4 +184,4 @@ init-submodules:
 	git submodule update --init --recursive
 
 # grep '^\w' Makefile | sed 's/:.*//g' | tr '\n' ' ' | pbcopy
-.PHONY: default macos-setup init-post-reboot brew-install brew-bundle macos-reset-dock macos check-symlinks check-skills check-skill-frontmatter check-editorconfig check-copilot-instructions preflight test deploy link-karabiner link-sublime backup-preferences restore-preferences disable-restore-apps-on-login set-file-associations
+.PHONY: default macos-setup init-post-reboot brew-install brew-bundle macos-reset-dock macos check-symlinks check-skills check-skill-frontmatter check-editorconfig check-copilot-instructions preflight test deploy eval-validate eval eval-compare link-karabiner link-sublime backup-preferences restore-preferences disable-restore-apps-on-login set-file-associations
diff --git a/docs/superpowers/plans/2026-08-29-skill-eval-suite-phase1.md b/docs/superpowers/plans/2026-08-29-skill-eval-suite-phase1.md
new file mode 100644
index 0000000..49b9722
--- /dev/null
+++ b/docs/superpowers/plans/2026-08-29-skill-eval-suite-phase1.md
@@ -0,0 +1,1632 @@
+# Skill Eval Suite Phase 1 Implementation Plan
+
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** `code-comment-register` scoring end to end through promptfoo, at parity with its bespoke `run-evals.mjs`, which is then deleted.
+
+**Architecture:** A new top-level `evals/` npm package where promptfoo is the runner. `evals.json` stays canonical next to each `SKILL.md`; a JS test generator (`tests.mjs`) loads it, builds subject prompts, and attaches per-case asserts. The subject provider is a custom JS provider spawning `claude -p` with cwd at the repo root so skills resolve as project skills. Discrimination/detection grade deterministically (ported heuristics); transformation grades via `llm-rubric` against a pinned Anthropic API judge. A gate script enforces "deterministic all pass, suite ≥ 90%".
+
+**Tech Stack:** Node ≥ 22 (`node:test` for unit tests, no test framework dep), promptfoo (only npm dependency, pinned exact), `claude` CLI as the subject harness, Make targets for entry points.
+
+**Spec:** `docs/superpowers/specs/2026-08-29-skill-eval-suite-design.md`
+
+## Global Constraints
+
+- All work happens in the worktree `.worktrees/skill-eval-suite` on branch `skill-eval-suite` (already created; spec commit `5250720` is on it). Commands below assume cwd is the worktree root unless the step says otherwise.
+- Commit messages: plain descriptive sentences, NO Conventional Commit prefixes (`feat:`, `fix:` are banned in this repo). End every commit message with `Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>`.
+- editorconfig applies to all new files: 2-space indent, LF, UTF-8, final newline, no trailing whitespace. Makefile recipes use tabs.
+- `promptfoo` pinned exact-version (`npm install --save-dev --save-exact promptfoo`; 0.122.2 is current at plan time — pin whatever `npm` resolves that day).
+- Judge model pinned to `claude-sonnet-5` (Anthropic API direct; needs `ANTHROPIC_API_KEY` in the environment for transformation cases only).
+- Subject model defaults to `sonnet` via env `EVAL_MODEL` (matches the old runner's default). Subject auth is the local `claude` CLI login; no key needed.
+- `home/.agents/skills/*/evals.json` files are read-only for this plan — never edit them.
+- Besides promptfoo, use only Node built-ins (`node:fs`, `node:path`, `node:child_process`, `node:test`, `node:url`, `node:assert`).
+- Only `code-comment-register`'s runner is deleted in this plan. `prose-register`'s `run-evals.mjs` and its two extra case types are Phase 2.
+
+## File Structure
+
+```
+evals/
+  package.json               # promptfoo pinned; scripts: test
+  package-lock.json
+  .gitignore                 # node_modules/, results/
+  promptfooconfig.yaml       # default run: skill condition only
+  promptfooconfig.compare.yaml  # skill + baseline conditions side by side
+  tests.mjs                  # promptfoo test generator (reads evals.json)
+  lib/load-evals.mjs         # locate + parse + validate evals.json
+  lib/prompts.mjs            # subject prompt builders + transformation rubric
+  providers/subject.mjs      # custom provider spawning `claude -p`
+  asserts/heuristics.mjs     # normalize + keywordOverlap (ported)
+  asserts/discrimination.mjs # deterministic grader (ported)
+  asserts/detection.mjs      # deterministic grader (ported)
+  bin/validate.mjs           # offline structural validation (all skills)
+  bin/check-gate.mjs         # pass/fail gate over promptfoo results JSON
+  test/*.test.mjs            # node:test unit tests
+  test/fixtures/stub-claude.sh   # canned `claude -p` stand-in (offline tests)
+  test/fixtures/gate-*.json      # synthetic promptfoo results for gate tests
+Makefile                     # + eval-validate, eval, eval-compare targets
+```
+
+---
+
+### Task 1: Scaffold the evals package
+
+**Files:**
+- Create: `evals/package.json` (via npm)
+- Create: `evals/package-lock.json` (via npm)
+- Create: `evals/.gitignore`
+
+**Interfaces:**
+- Consumes: nothing.
+- Produces: an npm package where `npx promptfoo` and `npm test` (node --test) run; later tasks add files into it.
+
+- [ ] **Step 1: Init the package and pin promptfoo**
+
+```bash
+mkdir -p evals && cd evals
+npm init -y
+npm install --save-dev --save-exact promptfoo
+```
+
+- [ ] **Step 2: Replace the generated package.json with the curated one**
+
+Overwrite `evals/package.json` (keep the exact promptfoo version npm just wrote in `devDependencies`):
+
+```json
+{
+  "name": "skill-evals",
+  "private": true,
+  "type": "module",
+  "description": "Promptfoo-based eval suite for skills in home/.agents/skills",
+  "scripts": {
+    "test": "node --test"
+  },
+  "devDependencies": {
+    "promptfoo": "0.122.2"
+  }
+}
+```
+
+Run `npm install` once more so `package-lock.json` matches the edited manifest.
+
+- [ ] **Step 3: Add evals/.gitignore**
+
+```gitignore
+node_modules/
+results/
+```
+
+- [ ] **Step 4: Verify the toolchain**
+
+Run: `cd evals && npx promptfoo --version && node --test`
+Expected: promptfoo prints its version; `node --test` reports 0 tests, exit 0.
+
+- [ ] **Step 5: Commit**
+
+```bash
+git add evals/package.json evals/package-lock.json evals/.gitignore
+git commit -m "Scaffold evals package with pinned promptfoo
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 2: evals.json loader and validation
+
+**Files:**
+- Create: `evals/lib/load-evals.mjs`
+- Test: `evals/test/load-evals.test.mjs`
+
+**Interfaces:**
+- Consumes: `home/.agents/skills/*/evals.json` (real files, read-only).
+- Produces:
+  - `SUPPORTED_TYPES: Set<string>` — `discrimination`, `transformation`, `detection`.
+  - `findEvalFiles(repoRoot: string): string[]` — absolute paths of every `home/.agents/skills/*/evals.json`, sorted.
+  - `loadEvals(evalsPath: string): object` — parsed JSON (throws on unreadable/unparsable).
+  - `validateData(data: object): { caseCount: number, unsupported: {id: string, type: string}[] }` — throws `Error` on structural problems in supported-type cases; unknown types are collected, not fatal (Phase 2 turns them into errors).
+
+- [ ] **Step 1: Write the failing test**
+
+`evals/test/load-evals.test.mjs`:
+
+```js
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { SUPPORTED_TYPES, findEvalFiles, loadEvals, validateData } from '../lib/load-evals.mjs';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '../..');
+
+test('findEvalFiles locates both existing suites', () => {
+  const files = findEvalFiles(REPO_ROOT);
+  const skills = files.map((f) => path.basename(path.dirname(f)));
+  assert.ok(skills.includes('code-comment-register'));
+  assert.ok(skills.includes('prose-register'));
+});
+
+test('code-comment-register evals validate with zero unsupported cases', () => {
+  const data = loadEvals(
+    path.join(REPO_ROOT, 'home/.agents/skills/code-comment-register/evals.json'),
+  );
+  const { caseCount, unsupported } = validateData(data);
+  assert.equal(caseCount, 16);
+  assert.equal(unsupported.length, 0);
+});
+
+test('prose-register evals validate, with its two extra types reported as unsupported', () => {
+  const data = loadEvals(
+    path.join(REPO_ROOT, 'home/.agents/skills/prose-register/evals.json'),
+  );
+  const { unsupported } = validateData(data);
+  const types = new Set(unsupported.map((u) => u.type));
+  assert.deepEqual([...types].sort(), ['discrimination-rank', 'discrimination-structural']);
+});
+
+test('validateData throws on a duplicate case id', () => {
+  const bad = {
+    skill: 'x',
+    cases: [
+      { id: 'a', type: 'transformation', input: 'i', task: 't', reference_after: 'r',
+        rubric: { violation_fixed: 'v', placement: 'p', no_new_violation: 'n' } },
+      { id: 'a', type: 'transformation', input: 'i', task: 't', reference_after: 'r',
+        rubric: { violation_fixed: 'v', placement: 'p', no_new_violation: 'n' } },
+    ],
+  };
+  assert.throws(() => validateData(bad), /Duplicate case id/);
+});
+
+test('validateData throws on a discrimination case whose correct key names no variant', () => {
+  const bad = {
+    skill: 'x',
+    cases: [{ id: 'd1', type: 'discrimination', prompt: 'p', expected_rule: 'r',
+      variants: { a: '1', b: '2' }, correct: 'zzz' }],
+  };
+  assert.throws(() => validateData(bad), /does not name a variant/);
+});
+
+test('SUPPORTED_TYPES is exactly the three Phase 1 types', () => {
+  assert.deepEqual([...SUPPORTED_TYPES].sort(), ['detection', 'discrimination', 'transformation']);
+});
+```
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `cd evals && node --test`
+Expected: FAIL — cannot find module `../lib/load-evals.mjs`.
+
+- [ ] **Step 3: Implement the loader**
+
+`evals/lib/load-evals.mjs` — the validation logic is ported from `home/.agents/skills/code-comment-register/run-evals.mjs`, generalized to any skill name and tolerant of unknown case types:
+
+```js
+import { readFileSync, readdirSync, existsSync, lstatSync } from 'node:fs';
+import path from 'node:path';
+
+export const SUPPORTED_TYPES = new Set(['discrimination', 'transformation', 'detection']);
+
+export function findEvalFiles(repoRoot) {
+  const skillsDir = path.join(repoRoot, 'home/.agents/skills');
+  const files = [];
+  for (const entry of readdirSync(skillsDir)) {
+    const dir = path.join(skillsDir, entry);
+    // Vendored skills are symlinks into the submodule; only real directories
+    // in this repo can carry evals we maintain.
+    if (lstatSync(dir).isSymbolicLink() || !lstatSync(dir).isDirectory()) continue;
+    const evalsPath = path.join(dir, 'evals.json');
+    if (existsSync(evalsPath)) files.push(evalsPath);
+  }
+  return files.sort();
+}
+
+export function loadEvals(evalsPath) {
+  return JSON.parse(readFileSync(evalsPath, 'utf8'));
+}
+
+function requireField(value, label) {
+  if (value === undefined || value === null || value === '') {
+    throw new Error(`Missing ${label}`);
+  }
+}
+
+export function validateData(data) {
+  requireField(data.skill, 'skill');
+  if (!Array.isArray(data.cases) || data.cases.length === 0) {
+    throw new Error('cases must be a non-empty array');
+  }
+
+  const ids = new Set();
+  const unsupported = [];
+
+  for (const item of data.cases) {
+    requireField(item.id, 'case.id');
+    requireField(item.type, `${item.id}.type`);
+    if (ids.has(item.id)) throw new Error(`Duplicate case id: ${item.id}`);
+    ids.add(item.id);
+
+    if (!SUPPORTED_TYPES.has(item.type)) {
+      unsupported.push({ id: item.id, type: item.type });
+      continue;
+    }
+
+    if (item.type === 'discrimination') {
+      requireField(item.prompt, `${item.id}.prompt`);
+      requireField(item.expected_rule, `${item.id}.expected_rule`);
+      if (!item.variants || Object.keys(item.variants).length < 2) {
+        throw new Error(`${item.id}.variants must contain at least two choices`);
+      }
+      if (!Object.hasOwn(item.variants, item.correct)) {
+        throw new Error(`${item.id}.correct does not name a variant`);
+      }
+    }
+
+    if (item.type === 'transformation') {
+      requireField(item.input, `${item.id}.input`);
+      requireField(item.task, `${item.id}.task`);
+      requireField(item.reference_after, `${item.id}.reference_after`);
+      for (const key of ['violation_fixed', 'placement', 'no_new_violation']) {
+        requireField(item.rubric?.[key], `${item.id}.rubric.${key}`);
+      }
+    }
+
+    if (item.type === 'detection') {
+      requireField(item.prompt, `${item.id}.prompt`);
+      requireField(item.input_document, `${item.id}.input_document`);
+      if (!Array.isArray(item.violations) || item.violations.length === 0) {
+        throw new Error(`${item.id}.violations must be non-empty`);
+      }
+      if (!Array.isArray(item.traps)) {
+        throw new Error(`${item.id}.traps must be an array`);
+      }
+      for (const violation of item.violations) {
+        requireField(violation.quote, `${item.id}.violations[].quote`);
+        requireField(violation.rule, `${item.id}.violations[].rule`);
+      }
+      for (const trap of item.traps) {
+        requireField(trap.quote, `${item.id}.traps[].quote`);
+        requireField(trap.why_valid, `${item.id}.traps[].why_valid`);
+      }
+    }
+  }
+
+  return { caseCount: data.cases.length, unsupported };
+}
+```
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `cd evals && node --test`
+Expected: all 6 tests PASS.
+
+- [ ] **Step 5: Commit**
+
+```bash
+git add evals/lib/load-evals.mjs evals/test/load-evals.test.mjs
+git commit -m "Add evals.json loader with structural validation
+
+Ported from the code-comment-register runner, generalized to any skill
+and tolerant of case types Phase 1 does not grade yet.
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 3: Grading heuristics module
+
+**Files:**
+- Create: `evals/asserts/heuristics.mjs`
+- Test: `evals/test/heuristics.test.mjs`
+
+**Interfaces:**
+- Consumes: nothing.
+- Produces:
+  - `normalize(value: string): string` — lowercase, straighten smart quotes, collapse whitespace.
+  - `keywordOverlap(candidate: string, reference: string): number` — 0..1 share of reference keywords present in candidate.
+
+- [ ] **Step 1: Write the failing test**
+
+`evals/test/heuristics.test.mjs`:
+
+```js
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import { normalize, keywordOverlap } from '../asserts/heuristics.mjs';
+
+test('normalize lowercases, straightens smart quotes, collapses whitespace', () => {
+  assert.equal(normalize('  “Hello”\n\t‘World’  '), '"hello" \'world\'');
+});
+
+test('keywordOverlap is 1 when candidate restates the reference', () => {
+  const reference = 'delete generic tradeoffs that do not explain the chosen value';
+  assert.equal(keywordOverlap(reference, reference), 1);
+});
+
+test('keywordOverlap is 0 for unrelated text', () => {
+  assert.equal(keywordOverlap('completely different words entirely', 'delete generic tradeoffs'), 0);
+});
+
+test('keywordOverlap ignores stop words and short words', () => {
+  // "that", "with", "this" are stop words; "the", "a" are <= 3 chars.
+  const score = keywordOverlap('placement decides that', 'that placement with this decides');
+  assert.equal(score, 1);
+});
+```
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `cd evals && node --test test/heuristics.test.mjs`
+Expected: FAIL — cannot find module `../asserts/heuristics.mjs`.
+
+- [ ] **Step 3: Implement — verbatim port from run-evals.mjs**
+
+`evals/asserts/heuristics.mjs` (bodies ported from `home/.agents/skills/code-comment-register/run-evals.mjs` `normalize`/`keywordOverlap`; keep the stop-word list identical so parity holds):
+
+```js
+export function normalize(value) {
+  return value
+    .toLowerCase()
+    .replace(/[‘’]/g, "'")
+    .replace(/[“”]/g, '"')
+    .replace(/\s+/g, ' ')
+    .trim();
+}
+
+const STOP_WORDS = new Set([
+  'about', 'after', 'against', 'also', 'because', 'before', 'comment', 'does',
+  'every', 'from', 'have', 'into', 'only', 'rather', 'that', 'their', 'there',
+  'these', 'they', 'this', 'when', 'where', 'which', 'with',
+]);
+
+export function keywordOverlap(candidate, reference) {
+  const words = (text) =>
+    new Set(
+      text
+        .toLowerCase()
+        .replace(/[^a-z0-9\s]/g, ' ')
+        .split(/\s+/)
+        .filter((word) => word.length > 3 && !STOP_WORDS.has(word)),
+    );
+
+  const candidateWords = words(candidate);
+  const referenceWords = words(reference);
+  if (referenceWords.size === 0) return 0;
+
+  let shared = 0;
+  for (const word of referenceWords) {
+    if (candidateWords.has(word)) shared++;
+  }
+
+  return shared / referenceWords.size;
+}
+```
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `cd evals && node --test test/heuristics.test.mjs`
+Expected: all 4 PASS.
+
+- [ ] **Step 5: Commit**
+
+```bash
+git add evals/asserts/heuristics.mjs evals/test/heuristics.test.mjs
+git commit -m "Port grading heuristics from the bespoke runner
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 4: Subject prompt builders
+
+**Files:**
+- Create: `evals/lib/prompts.mjs`
+- Test: `evals/test/prompts.test.mjs`
+
+**Interfaces:**
+- Consumes: case objects from `loadEvals` (Task 2).
+- Produces:
+  - `buildSubjectPrompt(skillName: string, item: object): { prompt: string, letterToKey?: Record<string,string> }` — dispatches on `item.type`; `letterToKey` present only for discrimination.
+  - `buildTransformationRubric(item: object): string` — the llm-rubric text for a transformation case (contains the answer key; never enters the subject prompt).
+  - `SKILL_FRAMING: Record<string, {review: string, edit: string, detect: string}>` — per-skill first-line framing; Phase 1 carries only `code-comment-register`. Phase 2 may move this into `evals.json`.
+
+- [ ] **Step 1: Write the failing test**
+
+`evals/test/prompts.test.mjs`:
+
+```js
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import { buildSubjectPrompt, buildTransformationRubric } from '../lib/prompts.mjs';
+
+const SKILL = 'code-comment-register';
+
+test('discrimination prompt letters variants and demands ANSWER/RULE lines', () => {
+  const item = {
+    id: 'disc-x', type: 'discrimination', prompt: 'Which version follows the register?',
+    variants: { first: 'AAA', second: 'BBB' }, correct: 'second', expected_rule: 'r',
+  };
+  const { prompt, letterToKey } = buildSubjectPrompt(SKILL, item);
+  assert.deepEqual(letterToKey, { A: 'first', B: 'second' });
+  assert.ok(prompt.startsWith('Review these inline source comments. Use the code-comment-register skill if it is available.'));
+  assert.ok(prompt.includes('A.\nAAA'));
+  assert.ok(prompt.includes('B.\nBBB'));
+  assert.ok(prompt.includes('ANSWER: <letter>'));
+  assert.ok(prompt.includes('RULE: <one sentence>'));
+  // The answer key never enters the subject prompt.
+  assert.ok(!prompt.includes('expected_rule'));
+});
+
+test('transformation prompt carries task and input, demands code-only reply', () => {
+  const item = { id: 't-x', type: 'transformation', task: 'Do the thing.', input: 'CODE HERE' };
+  const { prompt, letterToKey } = buildSubjectPrompt(SKILL, item);
+  assert.equal(letterToKey, undefined);
+  assert.ok(prompt.startsWith('Edit inline source comments. Use the code-comment-register skill if it is available.'));
+  assert.ok(prompt.includes('Do the thing.'));
+  assert.ok(prompt.includes('Code:\nCODE HERE'));
+  assert.ok(prompt.includes('Reply with only the revised code, nothing else.'));
+});
+
+test('detection prompt carries the document and the QUOTE|RULE line format', () => {
+  const item = { id: 'd-x', type: 'detection', prompt: 'Find failures.', input_document: 'DOC' };
+  const { prompt } = buildSubjectPrompt(SKILL, item);
+  assert.ok(prompt.startsWith('Review inline source comments. Use the code-comment-register skill if it is available.'));
+  assert.ok(prompt.includes('Code:\nDOC'));
+  assert.ok(prompt.includes('- QUOTE: "<exact offending comment text>" | RULE: <rule in your own words>'));
+});
+
+test('unknown skill framing throws rather than silently mis-framing', () => {
+  assert.throws(
+    () => buildSubjectPrompt('mystery-skill', { id: 'x', type: 'detection', prompt: 'p', input_document: 'd' }),
+    /No prompt framing/,
+  );
+});
+
+test('transformation rubric embeds task, reference, and all three criteria', () => {
+  const item = {
+    id: 't-x', type: 'transformation', task: 'Do the thing.', input: 'IN',
+    rule_quote: 'The rule.', reference_after: 'AFTER', grading_note: 'Note.',
+    rubric: { violation_fixed: 'VF?', placement: 'PL?', no_new_violation: 'NV?' },
+  };
+  const rubric = buildTransformationRubric(item);
+  for (const needle of ['Do the thing.', 'The rule.', 'AFTER', 'VF?', 'PL?', 'NV?', 'Note.', 'ALL THREE']) {
+    assert.ok(rubric.includes(needle), `missing: ${needle}`);
+  }
+});
+```
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `cd evals && node --test test/prompts.test.mjs`
+Expected: FAIL — cannot find module `../lib/prompts.mjs`.
+
+- [ ] **Step 3: Implement — prompt text ported verbatim from run-evals.mjs**
+
+`evals/lib/prompts.mjs`. The three subject-prompt templates are byte-for-byte the old runner's (`buildDiscriminationPrompt`, `buildTransformationPrompt`, `buildDetectionPrompt`) with the skill name parameterized — parity in Task 9 depends on this:
+
+```js
+export const SKILL_FRAMING = {
+  'code-comment-register': {
+    review: 'Review these inline source comments.',
+    edit: 'Edit inline source comments.',
+    detect: 'Review inline source comments.',
+  },
+};
+
+function framing(skillName) {
+  const entry = SKILL_FRAMING[skillName];
+  if (!entry) throw new Error(`No prompt framing registered for skill "${skillName}"`);
+  return entry;
+}
+
+export function buildSubjectPrompt(skillName, item) {
+  const frame = framing(skillName);
+  const useSkill = `Use the ${skillName} skill if it is available.`;
+
+  if (item.type === 'discrimination') {
+    const keys = Object.keys(item.variants);
+    const letters = keys.map((_, index) => String.fromCharCode(65 + index));
+    const letterToKey = Object.fromEntries(letters.map((letter, index) => [letter, keys[index]]));
+    const listing = keys.map((key, index) => `${letters[index]}.\n${item.variants[key]}`).join('\n\n');
+
+    const prompt = `${frame.review} ${useSkill}
+
+${item.prompt}
+
+${listing}
+
+Pick one version. Name the specific rule that decides it.
+
+End with exactly these two lines and nothing after:
+ANSWER: <letter>
+RULE: <one sentence>`;
+
+    return { prompt, letterToKey };
+  }
+
+  if (item.type === 'transformation') {
+    return {
+      prompt: `${frame.edit} ${useSkill}
+
+${item.task}
+
+Code:
+${item.input}
+
+Reply with only the revised code, nothing else.`,
+    };
+  }
+
+  if (item.type === 'detection') {
+    return {
+      prompt: `${frame.detect} ${useSkill}
+
+${item.prompt}
+
+Code:
+${item.input_document}
+
+List each violation on one line:
+- QUOTE: "<exact offending comment text>" | RULE: <rule in your own words>
+
+Reply only with violation lines in that format. Do not explain or mention
+comments that pass the register.`,
+    };
+  }
+
+  throw new Error(`No subject prompt builder for case type "${item.type}"`);
+}
+
+export function buildTransformationRubric(item) {
+  return `Grade a source-comment rewrite against the rubric. Similar wording to the reference is not required.
+
+Rule:
+${item.rule_quote || ''}
+
+Task given to the writer:
+${item.task}
+
+Original:
+${item.input}
+
+Reference-quality answer:
+${item.reference_after}
+
+The output passes ONLY if ALL THREE criteria hold:
+1. violation_fixed: ${item.rubric.violation_fixed}
+2. placement: ${item.rubric.placement}
+3. no_new_violation: ${item.rubric.no_new_violation}
+
+Notes:
+${item.grading_note || 'None.'}`;
+}
+```
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `cd evals && node --test test/prompts.test.mjs`
+Expected: all 5 PASS.
+
+- [ ] **Step 5: Commit**
+
+```bash
+git add evals/lib/prompts.mjs evals/test/prompts.test.mjs
+git commit -m "Add subject prompt builders and transformation rubric
+
+Subject prompt templates are ported verbatim from the bespoke runner so
+the parity check compares like with like.
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 5: Deterministic assert modules
+
+**Files:**
+- Create: `evals/asserts/discrimination.mjs`
+- Create: `evals/asserts/detection.mjs`
+- Test: `evals/test/asserts.test.mjs`
+
+**Interfaces:**
+- Consumes: `normalize`, `keywordOverlap` from `evals/asserts/heuristics.mjs` (Task 3).
+- Produces: two promptfoo file-assert modules, each `export default (output: string, context: { vars }) => { pass: boolean, score: number, reason: string }`.
+  - discrimination vars: `letter_to_key: Record<string,string>`, `correct: string`, `expected_rule: string`.
+  - detection vars: `violations: {quote, rule}[]`, `traps: {quote, why_valid}[]`.
+
+- [ ] **Step 1: Write the failing test**
+
+`evals/test/asserts.test.mjs`:
+
+```js
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import assertDiscrimination from '../asserts/discrimination.mjs';
+import assertDetection from '../asserts/detection.mjs';
+
+const discVars = {
+  letter_to_key: { A: 'generic_comment', B: 'no_comment' },
+  correct: 'no_comment',
+  expected_rule: 'No comment is a valid result; delete generic tradeoffs that do not explain the chosen value.',
+};
+
+test('discrimination passes on correct letter and overlapping rule', () => {
+  const output = 'ANSWER: B\nRULE: Delete the generic tradeoff; no comment is a valid result.';
+  const result = assertDiscrimination(output, { vars: discVars });
+  assert.equal(result.pass, true);
+  assert.equal(result.score, 1);
+});
+
+test('discrimination fails on the wrong letter', () => {
+  const output = 'ANSWER: A\nRULE: Delete generic tradeoffs; no comment is a valid result.';
+  const result = assertDiscrimination(output, { vars: discVars });
+  assert.equal(result.pass, false);
+  assert.equal(result.score, 0);
+});
+
+test('discrimination half-scores a correct letter with an unrelated rule', () => {
+  const output = 'ANSWER: B\nRULE: Brevity wins everywhere.';
+  const result = assertDiscrimination(output, { vars: discVars });
+  assert.equal(result.pass, false);
+  assert.equal(result.score, 0.5);
+  assert.match(result.reason, /weak rule match/);
+});
+
+test('discrimination fails cleanly when no ANSWER line is present', () => {
+  const result = assertDiscrimination('I refuse to pick.', { vars: discVars });
+  assert.equal(result.pass, false);
+  assert.match(result.reason, /No ANSWER line/);
+});
+
+const detVars = {
+  violations: [
+    { quote: 'Larger chunks use more memory. Smaller chunks use more CPU.', rule: 'generic tradeoff' },
+    { quote: 'Parse all records and drop the header before writing.', rule: 'mechanical narration' },
+  ],
+  traps: [
+    { quote: '`binary_part/3` returns a view', why_valid: 'surprising runtime behavior' },
+  ],
+};
+
+test('detection passes on full recall with no trap hits', () => {
+  const output = [
+    '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff',
+    '- QUOTE: "Parse all records and drop the header before writing." | RULE: narration',
+  ].join('\n');
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, true);
+  assert.equal(result.score, 1);
+});
+
+test('detection fails on a missed violation', () => {
+  const output = '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff';
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, false);
+  assert.match(result.reason, /1\/2 violations/);
+});
+
+test('detection fails when a trap is flagged', () => {
+  const output = [
+    '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff',
+    '- QUOTE: "Parse all records and drop the header before writing." | RULE: narration',
+    '- QUOTE: "`binary_part/3` returns a view" | RULE: needless jargon',
+  ].join('\n');
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, false);
+  assert.match(result.reason, /1 trap/);
+});
+
+test('detection ignores lines outside the QUOTE format', () => {
+  const output = [
+    'Here is my analysis of `binary_part/3` returns a view and more.',
+    '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff',
+    '- QUOTE: "Parse all records and drop the header before writing." | RULE: narration',
+  ].join('\n');
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, true, 'prose mention of a trap outside violation lines must not count');
+});
+```
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `cd evals && node --test test/asserts.test.mjs`
+Expected: FAIL — cannot find the two assert modules.
+
+- [ ] **Step 3: Implement both assert modules — grading logic ported from run-evals.mjs**
+
+`evals/asserts/discrimination.mjs` (port of `gradeDiscrimination`; the old runner's PASS maps to pass, its two REVIEW states map to fail with distinguishing reasons and a 0.5 score for correct-but-weak-rule):
+
+```js
+import { keywordOverlap } from './heuristics.mjs';
+
+export default function assertDiscrimination(output, context) {
+  const { letter_to_key: letterToKey, correct, expected_rule: expectedRule } = context.vars;
+  const answerMatch = output.match(/ANSWER:\s*([A-Za-z])/i);
+  const ruleMatch = output.match(/RULE:\s*([^\n]+)/i);
+
+  if (!answerMatch) {
+    return { pass: false, score: 0, reason: 'No ANSWER line in output' };
+  }
+
+  const chosenKey = letterToKey[answerMatch[1].toUpperCase()];
+  const ruleText = ruleMatch ? ruleMatch[1].trim() : '';
+  const overlap = ruleText ? keywordOverlap(ruleText, expectedRule) : 0;
+  const variantCorrect = chosenKey === correct;
+  const pass = variantCorrect && overlap >= 0.2;
+
+  if (pass) {
+    return { pass, score: 1, reason: `chose ${chosenKey}; rule overlap ${overlap.toFixed(2)}` };
+  }
+  if (variantCorrect) {
+    return {
+      pass: false,
+      score: 0.5,
+      reason: `correct choice, weak rule match (${overlap.toFixed(2)}): "${ruleText}"`,
+    };
+  }
+  return {
+    pass: false,
+    score: 0,
+    reason: `chose ${chosenKey ?? answerMatch[1]}, expected ${correct}`,
+  };
+}
+```
+
+`evals/asserts/detection.mjs` (port of `gradeDetection`, same 60/40-char normalized-prefix matching):
+
+```js
+import { normalize } from './heuristics.mjs';
+
+export default function assertDetection(output, context) {
+  const { violations, traps } = context.vars;
+  const violationLines = output
+    .split('\n')
+    .filter((line) => /^-\s*QUOTE:/i.test(line))
+    .join('\n');
+  const normalized = normalize(violationLines);
+
+  const missed = violations.filter(
+    (violation) => !normalized.includes(normalize(violation.quote).slice(0, 60)),
+  );
+  const trapHits = traps.filter(
+    (trap) => normalized.includes(normalize(trap.quote).slice(0, 40)),
+  );
+
+  const found = violations.length - missed.length;
+  const pass = missed.length === 0 && trapHits.length === 0;
+  const score = Math.max(0, (found - trapHits.length) / violations.length);
+  const reason = pass
+    ? `${found}/${violations.length} violations, 0 traps`
+    : `${found}/${violations.length} violations, ${trapHits.length} trap(s) flagged` +
+      (missed.length ? `; missed: ${missed.map((m) => m.quote.slice(0, 40)).join(' | ')}` : '') +
+      (trapHits.length ? `; traps: ${trapHits.map((t) => t.quote.slice(0, 40)).join(' | ')}` : '');
+
+  return { pass, score, reason };
+}
+```
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `cd evals && node --test test/asserts.test.mjs`
+Expected: all 8 PASS.
+
+- [ ] **Step 5: Commit**
+
+```bash
+git add evals/asserts/discrimination.mjs evals/asserts/detection.mjs evals/test/asserts.test.mjs
+git commit -m "Add deterministic assert modules for discrimination and detection
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 6: Subject provider
+
+**Files:**
+- Create: `evals/providers/subject.mjs`
+- Create: `evals/test/fixtures/stub-claude.sh` (executable)
+- Test: `evals/test/subject-provider.test.mjs`
+
+**Interfaces:**
+- Consumes: env `EVAL_CLAUDE_CMD` (default `claude`), `EVAL_MODEL` (default `sonnet`).
+- Produces: promptfoo custom provider class (default export) — `constructor(options)` reading `options.config.baseline` and `options.label`; `id(): string`; `callApi(prompt): Promise<{output, cost, tokenUsage} | {error}>`. Spawns the CLI with cwd at the repo root (two levels above `evals/providers/`) so skills resolve as project skills from the checkout.
+
+- [ ] **Step 1: Create the stub CLI fixture**
+
+`evals/test/fixtures/stub-claude.sh`:
+
+```bash
+#!/usr/bin/env bash
+# Stands in for `claude -p --output-format json` in offline tests: swallows
+# the prompt on stdin, echoes a canned result envelope on stdout.
+cat > /dev/null
+printf '%s' '{"result": "ANSWER: A\nRULE: stub rule", "is_error": false, "total_cost_usd": 0.01, "usage": {"input_tokens": 100, "output_tokens": 20}}'
+```
+
+Run: `chmod +x evals/test/fixtures/stub-claude.sh`
+
+- [ ] **Step 2: Write the failing test**
+
+`evals/test/subject-provider.test.mjs`:
+
+```js
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import SubjectProvider from '../providers/subject.mjs';
+
+const STUB = path.resolve(path.dirname(fileURLToPath(import.meta.url)), 'fixtures/stub-claude.sh');
+
+test('callApi returns the result field from the CLI JSON envelope', async () => {
+  process.env.EVAL_CLAUDE_CMD = STUB;
+  const provider = new SubjectProvider({ label: 'skill', config: {} });
+  const result = await provider.callApi('any prompt');
+  assert.equal(result.output, 'ANSWER: A\nRULE: stub rule');
+  assert.equal(result.cost, 0.01);
+  assert.deepEqual(result.tokenUsage, { total: 120, prompt: 100, completion: 20 });
+  delete process.env.EVAL_CLAUDE_CMD;
+});
+
+test('provider ids distinguish skill and baseline conditions', () => {
+  const skill = new SubjectProvider({ label: 'skill', config: {} });
+  const baseline = new SubjectProvider({ label: 'baseline', config: { baseline: true } });
+  assert.equal(skill.id(), 'claude-code:skill');
+  assert.equal(baseline.id(), 'claude-code:baseline');
+});
+
+test('callApi surfaces a spawn failure as an error result, not a throw', async () => {
+  process.env.EVAL_CLAUDE_CMD = '/nonexistent/definitely-not-claude';
+  const provider = new SubjectProvider({ label: 'skill', config: {} });
+  const result = await provider.callApi('any prompt');
+  assert.ok(result.error, 'expected an error result');
+  delete process.env.EVAL_CLAUDE_CMD;
+});
+```
+
+- [ ] **Step 3: Run tests to verify they fail**
+
+Run: `cd evals && node --test test/subject-provider.test.mjs`
+Expected: FAIL — cannot find module `../providers/subject.mjs`.
+
+- [ ] **Step 4: Implement the provider**
+
+`evals/providers/subject.mjs` (CLI arguments match the old runner's `callClaude` exactly — `--allowedTools Skill` for the skill condition, `--disable-slash-commands` for baseline):
+
+```js
+import { spawn } from 'node:child_process';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '../..');
+
+export default class SubjectProvider {
+  constructor(options = {}) {
+    this.baseline = options.config?.baseline === true;
+    this.label = options.label || (this.baseline ? 'baseline' : 'skill');
+  }
+
+  id() {
+    return `claude-code:${this.baseline ? 'baseline' : 'skill'}`;
+  }
+
+  async callApi(prompt) {
+    const cmd = process.env.EVAL_CLAUDE_CMD || 'claude';
+    const model = process.env.EVAL_MODEL || 'sonnet';
+    const args = this.baseline
+      ? ['-p', '--output-format', 'json', '--model', model, '--disable-slash-commands']
+      : ['-p', '--output-format', 'json', '--model', model, '--allowedTools', 'Skill'];
+
+    let stdout = '';
+    let stderr = '';
+
+    try {
+      await new Promise((resolve, reject) => {
+        const proc = spawn(cmd, args, { cwd: REPO_ROOT });
+        proc.stdout.on('data', (chunk) => (stdout += chunk));
+        proc.stderr.on('data', (chunk) => (stderr += chunk));
+        proc.on('error', reject);
+        proc.on('close', (code) => {
+          if (code !== 0) reject(new Error(`${cmd} exited ${code}: ${stderr.slice(0, 2000)}`));
+          else resolve();
+        });
+        proc.stdin.write(prompt);
+        proc.stdin.end();
+      });
+
+      const parsed = JSON.parse(stdout);
+      if (parsed.is_error) {
+        return { error: `claude reported an error: ${parsed.result}` };
+      }
+
+      const usage = parsed.usage || {};
+      const promptTokens = usage.input_tokens || 0;
+      const completionTokens = usage.output_tokens || 0;
+      return {
+        output: parsed.result ?? '',
+        cost: parsed.total_cost_usd ?? 0,
+        tokenUsage: {
+          total: promptTokens + completionTokens,
+          prompt: promptTokens,
+          completion: completionTokens,
+        },
+      };
+    } catch (error) {
+      return { error: String(error.message || error) };
+    }
+  }
+}
+```
+
+- [ ] **Step 5: Run tests to verify they pass**
+
+Run: `cd evals && node --test test/subject-provider.test.mjs`
+Expected: all 3 PASS.
+
+- [ ] **Step 6: Commit**
+
+```bash
+git add evals/providers/subject.mjs evals/test/fixtures/stub-claude.sh evals/test/subject-provider.test.mjs
+git commit -m "Add claude-code subject provider with offline stub fixture
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 7: Test generator and promptfoo configs
+
+**Files:**
+- Create: `evals/tests.mjs`
+- Create: `evals/promptfooconfig.yaml`
+- Create: `evals/promptfooconfig.compare.yaml`
+- Test: `evals/test/generator.test.mjs`
+
+**Interfaces:**
+- Consumes: Tasks 2 and 4 (`findEvalFiles`, `loadEvals`, `validateData`, `buildSubjectPrompt`, `buildTransformationRubric`); env `EVAL_SKILL` (required), `EVAL_ONLY` (comma-separated case ids, optional), `EVAL_TYPES` (comma-separated case types, optional).
+- Produces: `tests.mjs` default export — async function returning promptfoo test cases shaped:
+  - every case: `description: "<id> (<type>)"`, `vars.subject_prompt`, `metadata: { skill, case_id, case_type }`.
+  - discrimination: vars `letter_to_key`, `correct`, `expected_rule`; assert `[{ type: 'javascript', value: 'file://asserts/discrimination.mjs' }]`.
+  - detection: vars `violations`, `traps`; assert `[{ type: 'javascript', value: 'file://asserts/detection.mjs' }]`.
+  - transformation: assert `[{ type: 'llm-rubric', value: <built rubric>, threshold: 0.75, provider: 'anthropic:messages:claude-sonnet-5' }]`.
+
+- [ ] **Step 1: Write the failing test**
+
+`evals/test/generator.test.mjs`:
+
+```js
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import generateTests from '../tests.mjs';
+
+async function withEnv(env, fn) {
+  const saved = {};
+  for (const [key, value] of Object.entries(env)) {
+    saved[key] = process.env[key];
+    if (value === undefined) delete process.env[key];
+    else process.env[key] = value;
+  }
+  try {
+    return await fn();
+  } finally {
+    for (const [key, value] of Object.entries(saved)) {
+      if (value === undefined) delete process.env[key];
+      else process.env[key] = value;
+    }
+  }
+}
+
+test('generates all 16 code-comment-register tests with per-type asserts', async () => {
+  const tests = await withEnv(
+    { EVAL_SKILL: 'code-comment-register', EVAL_ONLY: undefined, EVAL_TYPES: undefined },
+    generateTests,
+  );
+  assert.equal(tests.length, 16);
+
+  const byType = Object.groupBy(tests, (t) => t.metadata.case_type);
+  assert.equal(byType.discrimination.length, 10);
+  assert.equal(byType.transformation.length, 4);
+  assert.equal(byType.detection.length, 2);
+
+  for (const t of byType.discrimination) {
+    assert.equal(t.assert[0].type, 'javascript');
+    assert.equal(t.assert[0].value, 'file://asserts/discrimination.mjs');
+    assert.ok(t.vars.letter_to_key && t.vars.correct && t.vars.expected_rule);
+  }
+  for (const t of byType.detection) {
+    assert.equal(t.assert[0].value, 'file://asserts/detection.mjs');
+    assert.ok(Array.isArray(t.vars.violations) && Array.isArray(t.vars.traps));
+  }
+  for (const t of byType.transformation) {
+    assert.equal(t.assert[0].type, 'llm-rubric');
+    assert.equal(t.assert[0].threshold, 0.75);
+    assert.equal(t.assert[0].provider, 'anthropic:messages:claude-sonnet-5');
+    assert.match(t.assert[0].value, /ALL THREE/);
+  }
+
+  // Answer-key fields never leak into the subject prompt.
+  for (const t of tests) {
+    assert.ok(t.vars.subject_prompt.length > 0);
+    assert.ok(!t.vars.subject_prompt.includes('reference_after'));
+  }
+});
+
+test('EVAL_ONLY filters to named case ids', async () => {
+  const tests = await withEnv(
+    { EVAL_SKILL: 'code-comment-register', EVAL_ONLY: 'disc-01,det-01', EVAL_TYPES: undefined },
+    generateTests,
+  );
+  assert.deepEqual(tests.map((t) => t.metadata.case_id).sort(), ['det-01', 'disc-01']);
+});
+
+test('EVAL_TYPES filters to named case types', async () => {
+  const tests = await withEnv(
+    { EVAL_SKILL: 'code-comment-register', EVAL_TYPES: 'discrimination,detection', EVAL_ONLY: undefined },
+    generateTests,
+  );
+  assert.equal(tests.length, 12);
+  assert.ok(tests.every((t) => t.metadata.case_type !== 'transformation'));
+});
+
+test('missing EVAL_SKILL is a hard error', async () => {
+  await assert.rejects(
+    withEnv({ EVAL_SKILL: undefined, EVAL_ONLY: undefined, EVAL_TYPES: undefined }, generateTests),
+    /EVAL_SKILL/,
+  );
+});
+
+test('unknown EVAL_SKILL is a hard error', async () => {
+  await assert.rejects(
+    withEnv({ EVAL_SKILL: 'no-such-skill', EVAL_ONLY: undefined, EVAL_TYPES: undefined }, generateTests),
+    /no evals\.json/,
+  );
+});
+```
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `cd evals && node --test test/generator.test.mjs`
+Expected: FAIL — cannot find module `../tests.mjs`.
+
+- [ ] **Step 3: Implement the generator**
+
+`evals/tests.mjs`:
+
+```js
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { findEvalFiles, loadEvals, validateData, SUPPORTED_TYPES } from './lib/load-evals.mjs';
+import { buildSubjectPrompt, buildTransformationRubric } from './lib/prompts.mjs';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '..');
+const JUDGE_PROVIDER = 'anthropic:messages:claude-sonnet-5';
+const RUBRIC_THRESHOLD = 0.75;
+
+function csvEnv(name) {
+  const raw = process.env[name];
+  return raw ? raw.split(',').map((s) => s.trim()).filter(Boolean) : null;
+}
+
+export default async function generateTests() {
+  const skillName = process.env.EVAL_SKILL;
+  if (!skillName) {
+    throw new Error('EVAL_SKILL is required (e.g. EVAL_SKILL=code-comment-register)');
+  }
+
+  const evalsPath = findEvalFiles(REPO_ROOT).find(
+    (file) => path.basename(path.dirname(file)) === skillName,
+  );
+  if (!evalsPath) {
+    throw new Error(`no evals.json found for skill "${skillName}" under home/.agents/skills`);
+  }
+
+  const data = loadEvals(evalsPath);
+  validateData(data);
+
+  const onlyIds = csvEnv('EVAL_ONLY');
+  const onlyTypes = csvEnv('EVAL_TYPES');
+
+  const cases = data.cases.filter(
+    (item) =>
+      SUPPORTED_TYPES.has(item.type) &&
+      (!onlyIds || onlyIds.includes(item.id)) &&
+      (!onlyTypes || onlyTypes.includes(item.type)),
+  );
+  if (cases.length === 0) {
+    throw new Error('no cases match the EVAL_ONLY / EVAL_TYPES filters');
+  }
+
+  return cases.map((item) => {
+    const { prompt, letterToKey } = buildSubjectPrompt(data.skill, item);
+    const base = {
+      description: `${item.id} (${item.type})`,
+      vars: { subject_prompt: prompt },
+      metadata: { skill: data.skill, case_id: item.id, case_type: item.type },
+    };
+
+    if (item.type === 'discrimination') {
+      base.vars.letter_to_key = letterToKey;
+      base.vars.correct = item.correct;
+      base.vars.expected_rule = item.expected_rule;
+      base.assert = [{ type: 'javascript', value: 'file://asserts/discrimination.mjs' }];
+    } else if (item.type === 'detection') {
+      base.vars.violations = item.violations;
+      base.vars.traps = item.traps;
+      base.assert = [{ type: 'javascript', value: 'file://asserts/detection.mjs' }];
+    } else {
+      base.assert = [
+        {
+          type: 'llm-rubric',
+          value: buildTransformationRubric(item),
+          threshold: RUBRIC_THRESHOLD,
+          provider: JUDGE_PROVIDER,
+        },
+      ];
+    }
+
+    return base;
+  });
+}
+```
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `cd evals && node --test test/generator.test.mjs`
+Expected: all 5 PASS. (`Object.groupBy` needs Node ≥ 21 — present.)
+
+- [ ] **Step 5: Write both promptfoo configs**
+
+`evals/promptfooconfig.yaml`:
+
+```yaml
+# Runner entry point only — test cases live in home/.agents/skills/*/evals.json
+# and are generated by tests.mjs. Requires EVAL_SKILL; see Makefile `eval`.
+description: Per-skill eval suite (subject runs inside Claude Code)
+prompts:
+  - '{{subject_prompt}}'
+providers:
+  - id: file://providers/subject.mjs
+    label: skill
+tests: file://tests.mjs
+```
+
+`evals/promptfooconfig.compare.yaml`:
+
+```yaml
+# Skill-on vs skill-off, side by side — the successor to the old runner's
+# --compare flag. Costs double the default config; not part of any gate.
+description: Per-skill eval suite, skill vs baseline comparison
+prompts:
+  - '{{subject_prompt}}'
+providers:
+  - id: file://providers/subject.mjs
+    label: skill
+  - id: file://providers/subject.mjs
+    label: baseline
+    config:
+      baseline: true
+tests: file://tests.mjs
+```
+
+- [ ] **Step 6: Offline end-to-end smoke through promptfoo**
+
+Run the deterministic subset against the stub CLI (no API calls, no judge):
+
+```bash
+cd evals && mkdir -p results && \
+EVAL_CLAUDE_CMD="$PWD/test/fixtures/stub-claude.sh" \
+EVAL_SKILL=code-comment-register \
+EVAL_TYPES=discrimination,detection \
+npx promptfoo eval --no-cache -o results/smoke.json
+```
+
+Expected: the run completes with 12 rows; some pass (cases whose correct answer is letter A and whose expected rule overlaps "stub rule" will still fail — that's fine), zero crashes, `results/smoke.json` exists. Then verify row count:
+
+```bash
+cd evals && node -e "
+const d = require('./results/smoke.json');
+const rows = d.results?.results ?? d.results;
+if (!Array.isArray(rows) || rows.length !== 12) { console.error('expected 12 rows, got', rows?.length); process.exit(1); }
+console.log('smoke ok: 12 rows');"
+```
+
+Expected: `smoke ok: 12 rows`. If the results JSON shape differs from both guesses, adjust `bin/check-gate.mjs`'s row extraction in Task 8 to match what this file actually contains — inspect it, don't assume.
+
+- [ ] **Step 7: Commit**
+
+```bash
+git add evals/tests.mjs evals/promptfooconfig.yaml evals/promptfooconfig.compare.yaml evals/test/generator.test.mjs
+git commit -m "Add promptfoo test generator and runner configs
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 8: Gate script, validate script, Make targets
+
+**Files:**
+- Create: `evals/bin/validate.mjs`
+- Create: `evals/bin/check-gate.mjs`
+- Create: `evals/test/fixtures/gate-pass.json`
+- Create: `evals/test/fixtures/gate-det-fail.json`
+- Create: `evals/test/fixtures/gate-rate-fail.json`
+- Test: `evals/test/check-gate.test.mjs`
+- Modify: `Makefile` (append eval targets; update `.PHONY`)
+
+**Interfaces:**
+- Consumes: Task 2 loader (validate); promptfoo results JSON from `-o` (gate).
+- Produces:
+  - `node bin/validate.mjs` — validates every discovered `evals.json`; prints per-skill case counts and unsupported-type warnings; exit 1 only on structural errors. This is what `make eval-validate` runs.
+  - `node bin/check-gate.mjs <results.json> [minRate]` — exit 1 if any non-transformation row failed OR overall pass rate < minRate (default 0.90).
+  - Make targets: `eval-validate`, `eval SKILL=<name>`, `eval-compare SKILL=<name>`. NOT added to `preflight` (Phase 2).
+
+- [ ] **Step 1: Create the gate fixtures**
+
+`evals/test/fixtures/gate-pass.json` (15/16 with the one failure a transformation → rate 0.9375, deterministic clean):
+
+```json
+{
+  "results": {
+    "results": [
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-01", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-02", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-03", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-04", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-05", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-06", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-07", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-08", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-09", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-10", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-01", "case_type": "transformation" } } },
+      { "success": false, "testCase": { "metadata": { "case_id": "trans-02", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-03", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-04", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-01", "case_type": "detection" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-02", "case_type": "detection" } } }
+    ]
+  }
+}
+```
+
+`evals/test/fixtures/gate-det-fail.json` — copy of gate-pass.json with `disc-01` flipped to `"success": false` and `trans-02` back to `true` (one deterministic failure, rate 0.9375 — must still gate-fail).
+
+`evals/test/fixtures/gate-rate-fail.json` — copy of gate-pass.json with `trans-01` AND `trans-02` set to `"success": false` (deterministic clean, rate 0.875 < 0.90 — must gate-fail).
+
+- [ ] **Step 2: Write the failing test**
+
+`evals/test/check-gate.test.mjs`:
+
+```js
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import path from 'node:path';
+import { spawnSync } from 'node:child_process';
+import { fileURLToPath } from 'node:url';
+
+const HERE = path.dirname(fileURLToPath(import.meta.url));
+const GATE = path.resolve(HERE, '../bin/check-gate.mjs');
+const fixture = (name) => path.join(HERE, 'fixtures', name);
+
+function runGate(...args) {
+  return spawnSync(process.execPath, [GATE, ...args], { encoding: 'utf8' });
+}
+
+test('passes when deterministic rows are clean and rate is above threshold', () => {
+  const result = runGate(fixture('gate-pass.json'));
+  assert.equal(result.status, 0, result.stdout + result.stderr);
+  assert.match(result.stdout, /15\/16/);
+});
+
+test('fails on any deterministic failure even above the rate threshold', () => {
+  const result = runGate(fixture('gate-det-fail.json'));
+  assert.equal(result.status, 1);
+  assert.match(result.stdout + result.stderr, /disc-01/);
+});
+
+test('fails when pass rate drops below the threshold', () => {
+  const result = runGate(fixture('gate-rate-fail.json'));
+  assert.equal(result.status, 1);
+  assert.match(result.stdout + result.stderr, /pass rate/i);
+});
+
+test('threshold is overridable via argv', () => {
+  const result = runGate(fixture('gate-rate-fail.json'), '0.80');
+  assert.equal(result.status, 0, result.stdout + result.stderr);
+});
+
+test('unreadable results file is a hard error', () => {
+  const result = runGate(fixture('no-such-file.json'));
+  assert.equal(result.status, 1);
+});
+```
+
+- [ ] **Step 3: Run tests to verify they fail**
+
+Run: `cd evals && node --test test/check-gate.test.mjs`
+Expected: FAIL — `bin/check-gate.mjs` missing.
+
+- [ ] **Step 4: Implement both scripts**
+
+`evals/bin/check-gate.mjs`:
+
+```js
+#!/usr/bin/env node
+// Gate semantics from the design spec: deterministic cases must all pass;
+// judged (transformation) cases only drag the suite below a pass-rate floor.
+import { readFileSync } from 'node:fs';
+
+const [, , resultsPath, minRateArg] = process.argv;
+const minRate = Number(minRateArg ?? '0.90');
+
+if (!resultsPath) {
+  console.error('usage: check-gate.mjs <results.json> [minRate]');
+  process.exit(1);
+}
+
+let data;
+try {
+  data = JSON.parse(readFileSync(resultsPath, 'utf8'));
+} catch (error) {
+  console.error(`cannot read ${resultsPath}: ${error.message}`);
+  process.exit(1);
+}
+
+const rows = Array.isArray(data.results?.results)
+  ? data.results.results
+  : Array.isArray(data.results)
+    ? data.results
+    : null;
+if (!rows || rows.length === 0) {
+  console.error('unrecognized or empty promptfoo results format');
+  process.exit(1);
+}
+
+const meta = (row) => row.testCase?.metadata ?? row.metadata ?? {};
+const JUDGED_TYPES = new Set(['transformation']);
+
+const deterministicFailures = rows.filter(
+  (row) => !row.success && !JUDGED_TYPES.has(meta(row).case_type),
+);
+const passed = rows.filter((row) => row.success).length;
+const passRate = passed / rows.length;
+
+console.log(`${passed}/${rows.length} passed (rate ${(passRate * 100).toFixed(1)}%, floor ${(minRate * 100).toFixed(0)}%)`);
+
+let failed = false;
+if (deterministicFailures.length > 0) {
+  failed = true;
+  console.error('deterministic failures (these always gate):');
+  for (const row of deterministicFailures) {
+    console.error(`  ${meta(row).case_id ?? '(unknown case)'}`);
+  }
+}
+if (passRate < minRate) {
+  failed = true;
+  console.error(`pass rate ${(passRate * 100).toFixed(1)}% is below the ${(minRate * 100).toFixed(0)}% floor`);
+}
+
+process.exit(failed ? 1 : 0);
+```
+
+`evals/bin/validate.mjs`:
+
+```js
+#!/usr/bin/env node
+// Offline structural validation of every evals.json — zero model calls.
+// Unsupported case types warn rather than fail until Phase 2 grades them.
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { findEvalFiles, loadEvals, validateData } from '../lib/load-evals.mjs';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '../..');
+
+const files = findEvalFiles(REPO_ROOT);
+if (files.length === 0) {
+  console.error('no evals.json files found under home/.agents/skills');
+  process.exit(1);
+}
+
+let failed = false;
+for (const file of files) {
+  const skill = path.basename(path.dirname(file));
+  try {
+    const { caseCount, unsupported } = validateData(loadEvals(file));
+    const warning = unsupported.length
+      ? ` (${unsupported.length} case(s) of unsupported type skipped: ${[...new Set(unsupported.map((u) => u.type))].join(', ')})`
+      : '';
+    console.log(`${skill}: ${caseCount} cases ok${warning}`);
+  } catch (error) {
+    failed = true;
+    console.error(`${skill}: INVALID — ${error.message}`);
+  }
+}
+
+process.exit(failed ? 1 : 0);
+```
+
+- [ ] **Step 5: Run tests and the validator to verify**
+
+Run: `cd evals && node --test test/check-gate.test.mjs && node bin/validate.mjs`
+Expected: all 5 gate tests PASS; validator prints both skills ok, `prose-register` with an unsupported-type warning, exit 0.
+
+- [ ] **Step 6: Add Make targets**
+
+Append to `Makefile` (recipes use tabs), after the `preflight` target block:
+
+```make
+# Skill eval suite (evals/). eval-validate is offline and free; eval and
+# eval-compare spend real API tokens (a headless claude session per case,
+# plus judge calls for transformation cases). Phase 2 wires eval-validate
+# into preflight and CI; until then all three are manual entry points.
+evals/node_modules: evals/package.json evals/package-lock.json
+	cd evals && npm ci
+
+eval-validate: evals/node_modules
+	cd evals && node bin/validate.mjs
+
+eval: evals/node_modules
+	@test -n "$(SKILL)" || { echo "usage: make eval SKILL=<skill-name>"; exit 1; }
+	cd evals && mkdir -p results && EVAL_SKILL=$(SKILL) npx promptfoo eval --no-cache -o results/latest.json
+	cd evals && node bin/check-gate.mjs results/latest.json
+
+eval-compare: evals/node_modules
+	@test -n "$(SKILL)" || { echo "usage: make eval-compare SKILL=<skill-name>"; exit 1; }
+	cd evals && EVAL_SKILL=$(SKILL) npx promptfoo eval --no-cache -c promptfooconfig.compare.yaml
+```
+
+Add `eval-validate eval eval-compare` to the `.PHONY` line.
+
+- [ ] **Step 7: Verify the Make targets**
+
+Run: `make eval-validate` then `make eval` (no SKILL)
+Expected: validate prints both skills ok, exit 0; bare `make eval` prints the usage line and exits 1.
+
+- [ ] **Step 8: Commit**
+
+```bash
+git add evals/bin/validate.mjs evals/bin/check-gate.mjs evals/test/fixtures/gate-pass.json evals/test/fixtures/gate-det-fail.json evals/test/fixtures/gate-rate-fail.json evals/test/check-gate.test.mjs Makefile
+git commit -m "Add eval gate and validation scripts with Make entry points
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+---
+
+### Task 9: Live parity run against the old runner
+
+This task spends real API tokens (roughly 16 + 16 subject sessions plus ~8 judge calls; expect low single-digit dollars total). It needs the `claude` CLI logged in and `ANTHROPIC_API_KEY` exported for the promptfoo judge.
+
+**Files:**
+- No repo files change unless a discrepancy reveals a porting bug (fix in the module at fault, with its unit test updated to pin the fix).
+
+**Interfaces:**
+- Consumes: everything from Tasks 1–8; `home/.agents/skills/code-comment-register/run-evals.mjs` (the reference implementation, one last time).
+- Produces: recorded parity evidence in the Task 10 commit message (old-runner and promptfoo per-case statuses).
+
+- [ ] **Step 1: Run the old runner as the reference**
+
+```bash
+node home/.agents/skills/code-comment-register/run-evals.mjs --model sonnet --judge --out /tmp/old-runner-parity.json
+```
+
+Expected: completes; note the per-case PASS/FAIL/REVIEW summary and total cost.
+
+- [ ] **Step 2: Run the promptfoo suite**
+
+```bash
+export ANTHROPIC_API_KEY=<key>   # judge only; subject uses the CLI login
+make eval SKILL=code-comment-register
+```
+
+Expected: 16 rows; gate result printed by check-gate.
+
+- [ ] **Step 3: Compare per-case outcomes**
+
+```bash
+node -e "
+const old = require('/tmp/old-runner-parity.json');
+const now = require('./evals/results/latest.json');
+const rows = now.results?.results ?? now.results;
+const newById = new Map(rows.map((r) => [(r.testCase?.metadata ?? r.metadata).case_id, r.success]));
+for (const r of old.results) {
+  const oldPass = r.status === 'PASS';
+  const newPass = newById.get(r.id);
+  const mark = oldPass === newPass ? 'same' : 'DIFF';
+  console.log(\`\${mark}  \${r.id}  old=\${r.status}  new=\${newPass ? 'PASS' : 'FAIL'}\`);
+}"
+```
+
+Expected: every deterministic case (disc-*, det-*) shows `same` — old REVIEW states count as not-PASS on both sides. Transformation cases may legitimately differ (different judge protocol: old bespoke judge vs promptfoo llm-rubric); for each trans-* DIFF, read the rubric reason in `evals/results/latest.json` and confirm the grade is defensible rather than a plumbing bug.
+
+- [ ] **Step 4: Fix any deterministic discrepancy at the source**
+
+For each deterministic `DIFF`: diff the subject prompt and the grading inputs against the old runner's transcript (`/tmp/old-runner-parity.json` stores `subjectPrompt` per case). The likely culprits are prompt drift (Task 4) or assert porting (Task 5). Fix the module, add or adjust the unit test that should have caught it, re-run `cd evals && node --test`, then re-run only the affected cases:
+
+```bash
+cd evals && EVAL_SKILL=code-comment-register EVAL_ONLY=<ids> npx promptfoo eval --no-cache -o results/retry.json
+```
+
+Repeat until deterministic parity is clean. Commit any fixes:
+
+```bash
+git add -A evals
+git commit -m "Fix parity discrepancies found against the bespoke runner
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+- [ ] **Step 5: Record the evidence**
+
+Keep `/tmp/old-runner-parity.json` and `evals/results/latest.json` until Task 10's commit message summarizing the parity outcome is written. Do not commit either file (`results/` is gitignored; the old runner's output holds full transcripts).
+
+---
+
+### Task 10: Retire the old runner, align the spec, preflight
+
+**Files:**
+- Delete: `home/.agents/skills/code-comment-register/run-evals.mjs`
+- Modify: `docs/superpowers/specs/2026-08-29-skill-eval-suite-design.md` (layout snippet only)
+
+**Interfaces:**
+- Consumes: parity evidence from Task 9.
+- Produces: the Phase 1 end state — promptfoo is the only runner for `code-comment-register`.
+
+- [ ] **Step 1: Delete the superseded runner**
+
+```bash
+git rm home/.agents/skills/code-comment-register/run-evals.mjs
+```
+
+Leave `home/.agents/skills/prose-register/run-evals.mjs` alone — it retires in Phase 2.
+
+- [ ] **Step 2: Align the spec's layout snippet with what was built**
+
+In `docs/superpowers/specs/2026-08-29-skill-eval-suite-design.md`, replace the layout code block under "### Layout" with:
+
+```
+evals/
+  package.json           # promptfoo pinned as the only dependency
+  promptfooconfig.yaml   # runner entry point: provider + tests pointer (no test cases)
+  promptfooconfig.compare.yaml  # skill-vs-baseline comparison runs
+  tests.mjs              # generator: reads home/.agents/skills/*/evals.json,
+                         # emits one promptfoo test per case with per-type asserts
+  lib/                   # evals.json loader/validation, subject prompt builders
+  providers/subject.mjs  # custom JS provider spawning `claude -p` (JS rather than
+                         # an exec script: JSON envelope parsing and error surfacing)
+  asserts/               # deterministic graders ported from the retired runners
+  bin/                   # validate (offline) and check-gate (pass criteria)
+```
+
+- [ ] **Step 3: Run the full local suite and preflight**
+
+Run: `cd evals && node --test` then, from the worktree root, `make preflight` and `make eval-validate`
+Expected: all unit tests pass; preflight fully green (deploy tests, symlinks, skills, frontmatter, editorconfig, copilot mirrors); validate green.
+
+- [ ] **Step 4: Commit, summarizing parity**
+
+```bash
+git add -A
+git commit -m "Retire the code-comment-register bespoke runner
+
+Promptfoo suite reached parity: all deterministic cases match the old
+runner's outcomes (<fill in: N/N same>), transformation grading moved
+to llm-rubric (<fill in: one line on any judged differences and why
+they are defensible>).
+
+Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>"
+```
+
+Replace the two `<fill in: ...>` slots with the actual Task 9 numbers before committing.
+
+---
+
+## Verification (whole plan)
+
+- `cd evals && node --test` — every unit suite green.
+- `make eval-validate` — both skills validate; prose-register warns on its two Phase 2 types.
+- `make eval SKILL=code-comment-register` — 16 live rows, gate green (allowing ≤1 transformation flake).
+- `make preflight` — untouched checks stay green; no dangling symlinks introduced.
+- `git log --oneline main..skill-eval-suite` — spec + one commit per task, plain messages, no conventional-commit prefixes.
diff --git a/docs/superpowers/specs/2026-08-29-skill-eval-suite-design.md b/docs/superpowers/specs/2026-08-29-skill-eval-suite-design.md
new file mode 100644
index 0000000..71c6cad
--- /dev/null
+++ b/docs/superpowers/specs/2026-08-29-skill-eval-suite-design.md
@@ -0,0 +1,98 @@
+# Skill Eval Suite: Promptfoo Runner for Per-Skill Evals
+
+**Date:** 2026-08-29\
+**Status:** Approved design
+
+## TL;DR
+
+Replace the two duplicated per-skill eval runners (`run-evals.mjs` in `prose-register` and `code-comment-register`) with promptfoo as the shared runner. `evals.json` stays the canonical authored format next to each `SKILL.md`; a generator feeds it to promptfoo at runtime. CI validates structure on every push and spends model tokens only on PRs that touch an evaluated skill.
+
+## What this is, and what it is not
+
+This suite answers one question: **did my change regress skill behavior I have already pinned down?** The subject is one skill, the config is this repo's, and it changes over time. It is a regression gate, the same species as `make preflight`, just expensive enough that full runs cannot happen on every commit.
+
+It is explicitly not [Bernard](https://github.com/nonrational/bernard), which answers a different question — does a whole config repo (anyone's) measurably change agent behavior, with attribution back to config lines. Bernard snapshots whole repos, sandboxes `$HOME`, runs a task battery against a fixture project, and judges blind. The two projects share nothing but the general shape of "headless `claude -p` plus a judge," which is too thin to justify a shared library. Connective ideas (Bernard importing a subject's own `evals.json` as probes; Bernard runs feeding `find-inspiration` triage) are recorded as future threads, not dependencies.
+
+## Current state
+
+- `home/.agents/skills/code-comment-register/` — `evals.json` (16 cases: 10 discrimination, 4 transformation, 2 detection) + `run-evals.mjs`.
+- `home/.agents/skills/prose-register/` — `evals.json` (22 cases, adding `discrimination-structural` and `discrimination-rank` types) + `run-evals.mjs`.
+- The two runners are ~90% identical: spawn `claude -p --output-format json` per case, grade discrimination/detection with heuristics, optionally judge transformations with a second model call, write JSON transcripts with cost, support `--compare` (skill available vs. hidden).
+
+## Decisions
+
+1. **Runner: promptfoo**, replacing both `run-evals.mjs` copies. It brings the assertion library, web viewer for eyeballing judge transcripts, run-to-run diffing, caching, and a maintained CI action.
+2. **Data: `evals.json` stays canonical.** It carries provenance, evidence maps, answer-key separation, traps, and coverage gaps that promptfoo's native test format has no home for. A generator is the only consumer; cases are never rewritten into promptfoo YAML.
+3. **CI: validate always, full runs path-filtered.** Structural validation (zero model calls) joins `preflight`. Full model runs trigger only on PRs touching the evaluated skill's directory.
+4. **Phase 1 skill: `code-comment-register`**, because 14 of its 16 cases grade deterministically, making parity with the old runner checkable without judge noise. `prose-register` follows as proof the generator generalizes.
+
+## Architecture
+
+### Layout
+
+A new top-level `evals/` directory — not under `home/`, since nothing here deploys to `$HOME`:
+
+```
+evals/
+  package.json           # promptfoo pinned as the only dependency
+  promptfooconfig.yaml   # runner entry point: provider + tests pointer (no test cases)
+  promptfooconfig.compare.yaml  # skill-vs-baseline comparison runs
+  tests.mjs              # generator: reads home/.agents/skills/*/evals.json,
+                         # emits one promptfoo test per case with per-type asserts
+  lib/                   # evals.json loader/validation, subject prompt builders
+  providers/subject.mjs  # custom JS provider spawning `claude -p` (JS rather than
+                         # an exec script: JSON envelope parsing and error surfacing)
+  asserts/               # deterministic graders ported from the retired runners
+  bin/                   # validate (offline) and check-gate (pass criteria)
+```
+
+The schema validation currently embedded in each runner moves into the generator.
+
+### Subject provider
+
+The model under test must run inside Claude Code — a direct API call never sees skills or the Skill tool. The provider is a custom JS provider (`providers/subject.mjs`) spawning `claude -p --output-format json`, cwd at the repo root, so skills resolve as project skills from the checkout. This is the same discovery mechanism the current runners use, and it means CI needs no `$HOME` deploy and no manifest step.
+
+The baseline condition (skill hidden) is a second provider entry passing `--disable-slash-commands`, giving promptfoo's side-by-side view as the skill-on/skill-off compare — the successor to the old `--compare` flag.
+
+**Accepted asymmetry:** locally, the developer's live `~/.claude` global config is also visible to the subject; in CI, `$HOME` is bare. Phase 1 accepts and records this. If it turns out to move scores, the fix is the sandbox-`$HOME` pattern already proven by `test/test_deploy.sh`.
+
+### Grading
+
+The existing heuristics port into per-case asserts the generator emits:
+
+- **discrimination** — deterministic: regex-extract the `ANSWER:` line, javascript assert for the correct variant plus keyword overlap on the stated rule.
+- **detection** — deterministic: the existing quote-matching-with-traps logic as a javascript assert (recall against violations, precision against traps).
+- **transformation** — `llm-rubric` built from the case's own rubric fields (`violation_fixed`, `placement`, `no_new_violation`), judged by a direct Anthropic API provider. The judge needs no harness; its model is pinned in `promptfooconfig.yaml`.
+
+The answer-key separation holds: the subject prompt never contains `rule_quote`, `expected_rule`, `reference_after`, or rubric fields — those reach only the asserts and the judge.
+
+### Pass criteria
+
+Deterministic cases must all pass. Judged cases carry a per-test threshold, with a suite gate at 90% overall, so one flaky rubric call does not block a PR. Both numbers are Phase-1 guesses to be tuned after the first real runs.
+
+### Make and CI
+
+- `make eval-validate` — generator parses and validates every `evals.json`, zero model calls. Joins `preflight`.
+- `make eval SKILL=<name>` — one skill's full suite locally.
+- CI: a new job, path-filtered per skill (changes under `home/.agents/skills/<skill>/**` trigger that skill's full run), `ANTHROPIC_API_KEY` from repo secrets, `claude` CLI installed on the runner.
+
+### Retirement
+
+Both `run-evals.mjs` copies are deleted once `code-comment-register` passes at parity with its old runner. Their transcript/`results/` conventions retire with them; promptfoo's own output takes over.
+
+## Phases
+
+- **Phase 1** — `code-comment-register` scoring end to end through promptfoo: layout, generator, subject provider, deterministic asserts, `llm-rubric` for the 4 transformation cases, parity check against the old runner, delete its `run-evals.mjs`. No CI.
+- **Phase 2** — `prose-register` (generator support for `discrimination-structural` and `discrimination-rank`), then CI wiring: `eval-validate` into `preflight`, the path-filtered full-run job, secrets.
+
+## Out of scope
+
+- Config-variant matrices beyond skill on/off — Bernard's territory.
+- Cross-repo comparison, published scores, badges.
+- Judge rubric redesign — the cases' existing rubric fields are used as-is until real runs show what varies.
+
+## Future threads (recorded, not scheduled)
+
+1. Run Bernard against this repo as a subject — the whole-config integration test this per-skill suite cannot be.
+2. Bernard's `plan` stage imports a subject's own `evals.json` cases as probes ("does this config pass its own tests?").
+3. The full loop: Bernard reports → `find-inspiration` triage → steals land here → this suite pins the stolen behavior against regression.
diff --git a/evals/.gitignore b/evals/.gitignore
new file mode 100644
index 0000000..b90202a
--- /dev/null
+++ b/evals/.gitignore
@@ -0,0 +1,3 @@
+node_modules/
+results/
+.env
diff --git a/evals/asserts/detection.mjs b/evals/asserts/detection.mjs
new file mode 100644
index 0000000..62696f8
--- /dev/null
+++ b/evals/asserts/detection.mjs
@@ -0,0 +1,28 @@
+import { normalize } from './heuristics.mjs';
+
+export default function assertDetection(output, context) {
+  const { violations, traps } = context.vars;
+  const violationLines = output
+    .split('\n')
+    .filter((line) => /^-\s*QUOTE:/i.test(line))
+    .join('\n');
+  const normalized = normalize(violationLines);
+
+  const missed = violations.filter(
+    (violation) => !normalized.includes(normalize(violation.quote).slice(0, 60)),
+  );
+  const trapHits = traps.filter(
+    (trap) => normalized.includes(normalize(trap.quote).slice(0, 40)),
+  );
+
+  const found = violations.length - missed.length;
+  const pass = missed.length === 0 && trapHits.length === 0;
+  const score = Math.max(0, (found - trapHits.length) / violations.length);
+  const reason = pass
+    ? `${found}/${violations.length} violations, 0 traps`
+    : `${found}/${violations.length} violations, ${trapHits.length} trap(s) flagged` +
+      (missed.length ? `; missed: ${missed.map((m) => m.quote.slice(0, 40)).join(' | ')}` : '') +
+      (trapHits.length ? `; traps: ${trapHits.map((t) => t.quote.slice(0, 40)).join(' | ')}` : '');
+
+  return { pass, score, reason };
+}
diff --git a/evals/asserts/discrimination.mjs b/evals/asserts/discrimination.mjs
new file mode 100644
index 0000000..cee2b8f
--- /dev/null
+++ b/evals/asserts/discrimination.mjs
@@ -0,0 +1,33 @@
+import { keywordOverlap } from './heuristics.mjs';
+
+export default function assertDiscrimination(output, context) {
+  const { letter_to_key: letterToKey, correct, expected_rule: expectedRule } = context.vars;
+  const answerMatch = output.match(/ANSWER:\s*([A-Za-z])/i);
+  const ruleMatch = output.match(/RULE:\s*([^\n]+)/i);
+
+  if (!answerMatch) {
+    return { pass: false, score: 0, reason: 'No ANSWER line in output' };
+  }
+
+  const chosenKey = letterToKey[answerMatch[1].toUpperCase()];
+  const ruleText = ruleMatch ? ruleMatch[1].trim() : '';
+  const overlap = ruleText ? keywordOverlap(ruleText, expectedRule) : 0;
+  const variantCorrect = chosenKey === correct;
+  const pass = variantCorrect && overlap >= 0.2;
+
+  if (pass) {
+    return { pass, score: 1, reason: `chose ${chosenKey}; rule overlap ${overlap.toFixed(2)}` };
+  }
+  if (variantCorrect) {
+    return {
+      pass: false,
+      score: 0.5,
+      reason: `correct choice, weak rule match (${overlap.toFixed(2)}): "${ruleText}"`,
+    };
+  }
+  return {
+    pass: false,
+    score: 0,
+    reason: `chose ${chosenKey ?? answerMatch[1]}, expected ${correct}`,
+  };
+}
diff --git a/evals/asserts/heuristics.mjs b/evals/asserts/heuristics.mjs
new file mode 100644
index 0000000..3118209
--- /dev/null
+++ b/evals/asserts/heuristics.mjs
@@ -0,0 +1,36 @@
+export function normalize(value) {
+  return value
+    .toLowerCase()
+    .replace(/[\u2018\u2019]/g, "'")
+    .replace(/[\u201C\u201D]/g, "\"")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+const STOP_WORDS = new Set([
+  "about", "after", "against", "also", "because", "before", "comment", "does",
+  "every", "from", "have", "into", "only", "rather", "that", "their", "there",
+  "these", "they", "this", "when", "where", "which", "with",
+]);
+
+export function keywordOverlap(candidate, reference) {
+  const words = (text) =>
+    new Set(
+      text
+        .toLowerCase()
+        .replace(/[^a-z0-9\s]/g, " ")
+        .split(/\s+/)
+        .filter((word) => word.length > 3 && !STOP_WORDS.has(word)),
+    );
+
+  const candidateWords = words(candidate);
+  const referenceWords = words(reference);
+  if (referenceWords.size === 0) return 0;
+
+  let shared = 0;
+  for (const word of referenceWords) {
+    if (candidateWords.has(word)) shared++;
+  }
+
+  return shared / referenceWords.size;
+}
diff --git a/evals/bin/check-gate.mjs b/evals/bin/check-gate.mjs
new file mode 100644
index 0000000..3668071
--- /dev/null
+++ b/evals/bin/check-gate.mjs
@@ -0,0 +1,56 @@
+#!/usr/bin/env node
+// Gate semantics from the design spec: deterministic cases must all pass;
+// judged (transformation) cases only drag the suite below a pass-rate floor.
+import { readFileSync } from 'node:fs';
+
+const [, , resultsPath, minRateArg] = process.argv;
+const minRate = Number(minRateArg ?? '0.90');
+
+if (!resultsPath) {
+  console.error('usage: check-gate.mjs <results.json> [minRate]');
+  process.exit(1);
+}
+
+let data;
+try {
+  data = JSON.parse(readFileSync(resultsPath, 'utf8'));
+} catch (error) {
+  console.error(`cannot read ${resultsPath}: ${error.message}`);
+  process.exit(1);
+}
+
+const rows = Array.isArray(data.results?.results)
+  ? data.results.results
+  : Array.isArray(data.results)
+    ? data.results
+    : null;
+if (!rows || rows.length === 0) {
+  console.error('unrecognized or empty promptfoo results format');
+  process.exit(1);
+}
+
+const meta = (row) => row.testCase?.metadata ?? row.metadata ?? {};
+const JUDGED_TYPES = new Set(['transformation']);
+
+const deterministicFailures = rows.filter(
+  (row) => !row.success && !JUDGED_TYPES.has(meta(row).case_type),
+);
+const passed = rows.filter((row) => row.success).length;
+const passRate = passed / rows.length;
+
+console.log(`${passed}/${rows.length} passed (rate ${(passRate * 100).toFixed(1)}%, floor ${(minRate * 100).toFixed(0)}%)`);
+
+let failed = false;
+if (deterministicFailures.length > 0) {
+  failed = true;
+  console.error('deterministic failures (these always gate):');
+  for (const row of deterministicFailures) {
+    console.error(`  ${meta(row).case_id ?? '(unknown case)'}`);
+  }
+}
+if (passRate < minRate) {
+  failed = true;
+  console.error(`pass rate ${(passRate * 100).toFixed(1)}% is below the ${(minRate * 100).toFixed(0)}% floor`);
+}
+
+process.exit(failed ? 1 : 0);
diff --git a/evals/bin/validate.mjs b/evals/bin/validate.mjs
new file mode 100644
index 0000000..de45a3c
--- /dev/null
+++ b/evals/bin/validate.mjs
@@ -0,0 +1,31 @@
+#!/usr/bin/env node
+// Offline structural validation of every evals.json — zero model calls.
+// Unsupported case types warn rather than fail until Phase 2 grades them.
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { findEvalFiles, loadEvals, validateData } from '../lib/load-evals.mjs';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '../..');
+
+const files = findEvalFiles(REPO_ROOT);
+if (files.length === 0) {
+  console.error('no evals.json files found under home/.agents/skills');
+  process.exit(1);
+}
+
+let failed = false;
+for (const file of files) {
+  const skill = path.basename(path.dirname(file));
+  try {
+    const { caseCount, unsupported } = validateData(loadEvals(file));
+    const warning = unsupported.length
+      ? ` (${unsupported.length} case(s) of unsupported type skipped: ${[...new Set(unsupported.map((u) => u.type))].join(', ')})`
+      : '';
+    console.log(`${skill}: ${caseCount} cases ok${warning}`);
+  } catch (error) {
+    failed = true;
+    console.error(`${skill}: INVALID — ${error.message}`);
+  }
+}
+
+process.exit(failed ? 1 : 0);
diff --git a/evals/lib/load-evals.mjs b/evals/lib/load-evals.mjs
new file mode 100644
index 0000000..3fce3ca
--- /dev/null
+++ b/evals/lib/load-evals.mjs
@@ -0,0 +1,93 @@
+import { readFileSync, readdirSync, existsSync, lstatSync } from 'node:fs';
+import path from 'node:path';
+
+export const SUPPORTED_TYPES = new Set(['discrimination', 'transformation', 'detection']);
+
+export function findEvalFiles(repoRoot) {
+  const skillsDir = path.join(repoRoot, 'home/.agents/skills');
+  const files = [];
+  for (const entry of readdirSync(skillsDir)) {
+    const dir = path.join(skillsDir, entry);
+    // Vendored skills are symlinks into the submodule; only real directories
+    // in this repo can carry evals we maintain.
+    if (lstatSync(dir).isSymbolicLink() || !lstatSync(dir).isDirectory()) continue;
+    const evalsPath = path.join(dir, 'evals.json');
+    if (existsSync(evalsPath)) files.push(evalsPath);
+  }
+  return files.sort();
+}
+
+export function loadEvals(evalsPath) {
+  return JSON.parse(readFileSync(evalsPath, 'utf8'));
+}
+
+function requireField(value, label) {
+  if (value === undefined || value === null || value === '') {
+    throw new Error(`Missing ${label}`);
+  }
+}
+
+export function validateData(data) {
+  requireField(data.skill, 'skill');
+  if (!Array.isArray(data.cases) || data.cases.length === 0) {
+    throw new Error('cases must be a non-empty array');
+  }
+
+  const ids = new Set();
+  const unsupported = [];
+
+  for (const item of data.cases) {
+    requireField(item.id, 'case.id');
+    requireField(item.type, `${item.id}.type`);
+    if (ids.has(item.id)) throw new Error(`Duplicate case id: ${item.id}`);
+    ids.add(item.id);
+
+    if (!SUPPORTED_TYPES.has(item.type)) {
+      unsupported.push({ id: item.id, type: item.type });
+      continue;
+    }
+
+    if (item.type === 'discrimination') {
+      requireField(item.prompt, `${item.id}.prompt`);
+      requireField(item.expected_rule, `${item.id}.expected_rule`);
+      if (!item.variants || Object.keys(item.variants).length < 2) {
+        throw new Error(`${item.id}.variants must contain at least two choices`);
+      }
+      if (!Object.hasOwn(item.variants, item.correct)) {
+        throw new Error(`${item.id}.correct does not name a variant`);
+      }
+    }
+
+    if (item.type === 'transformation') {
+      requireField(item.input, `${item.id}.input`);
+      requireField(item.task, `${item.id}.task`);
+      requireField(item.reference_after, `${item.id}.reference_after`);
+      if (!item.rubric || typeof item.rubric !== 'object' || Array.isArray(item.rubric) || Object.keys(item.rubric).length === 0) {
+        throw new Error(`${item.id}.rubric must be a non-empty object`);
+      }
+      for (const key in item.rubric) {
+        requireField(item.rubric[key], `${item.id}.rubric.${key}`);
+      }
+    }
+
+    if (item.type === 'detection') {
+      requireField(item.prompt, `${item.id}.prompt`);
+      requireField(item.input_document, `${item.id}.input_document`);
+      if (!Array.isArray(item.violations) || item.violations.length === 0) {
+        throw new Error(`${item.id}.violations must be non-empty`);
+      }
+      if (!Array.isArray(item.traps)) {
+        throw new Error(`${item.id}.traps must be an array`);
+      }
+      for (const violation of item.violations) {
+        requireField(violation.quote, `${item.id}.violations[].quote`);
+        requireField(violation.rule, `${item.id}.violations[].rule`);
+      }
+      for (const trap of item.traps) {
+        requireField(trap.quote, `${item.id}.traps[].quote`);
+      }
+    }
+  }
+
+  return { caseCount: data.cases.length, unsupported };
+}
diff --git a/evals/lib/prompts.mjs b/evals/lib/prompts.mjs
new file mode 100644
index 0000000..6df9af3
--- /dev/null
+++ b/evals/lib/prompts.mjs
@@ -0,0 +1,95 @@
+export const SKILL_FRAMING = {
+  'code-comment-register': {
+    review: 'Review these inline source comments.',
+    edit: 'Edit inline source comments.',
+    detect: 'Review inline source comments.',
+  },
+};
+
+function framing(skillName) {
+  const entry = SKILL_FRAMING[skillName];
+  if (!entry) throw new Error(`No prompt framing registered for skill "${skillName}"`);
+  return entry;
+}
+
+export function buildSubjectPrompt(skillName, item) {
+  const frame = framing(skillName);
+  const useSkill = `Use the ${skillName} skill if it is available.`;
+
+  if (item.type === 'discrimination') {
+    const keys = Object.keys(item.variants);
+    const letters = keys.map((_, index) => String.fromCharCode(65 + index));
+    const letterToKey = Object.fromEntries(letters.map((letter, index) => [letter, keys[index]]));
+    const listing = keys.map((key, index) => `${letters[index]}.\n${item.variants[key]}`).join('\n\n');
+
+    const prompt = `${frame.review} ${useSkill}
+
+${item.prompt}
+
+${listing}
+
+Pick one version. Name the specific rule that decides it.
+
+End with exactly these two lines and nothing after:
+ANSWER: <letter>
+RULE: <one sentence>`;
+
+    return { prompt, letterToKey };
+  }
+
+  if (item.type === 'transformation') {
+    return {
+      prompt: `${frame.edit} ${useSkill}
+
+${item.task}
+
+Code:
+${item.input}
+
+Reply with only the revised code, nothing else.`,
+    };
+  }
+
+  if (item.type === 'detection') {
+    return {
+      prompt: `${frame.detect} ${useSkill}
+
+${item.prompt}
+
+Code:
+${item.input_document}
+
+List each violation on one line:
+- QUOTE: "<exact offending comment text>" | RULE: <rule in your own words>
+
+Reply only with violation lines in that format. Do not explain or mention
+comments that pass the register.`,
+    };
+  }
+
+  throw new Error(`No subject prompt builder for case type "${item.type}"`);
+}
+
+export function buildTransformationRubric(item) {
+  return `Grade a source-comment rewrite against the rubric. Similar wording to the reference is not required.
+
+Rule:
+${item.rule_quote || ''}
+
+Task given to the writer:
+${item.task}
+
+Original:
+${item.input}
+
+Reference-quality answer:
+${item.reference_after}
+
+The output passes ONLY if ALL THREE criteria hold:
+1. violation_fixed: ${item.rubric.violation_fixed}
+2. placement: ${item.rubric.placement}
+3. no_new_violation: ${item.rubric.no_new_violation}
+
+Notes:
+${item.grading_note || 'None.'}`;
+}
diff --git a/evals/package-lock.json b/evals/package-lock.json
new file mode 100644
index 0000000..2a9eb36
--- /dev/null
+++ b/evals/package-lock.json
@@ -0,0 +1,14393 @@
+{
+  "name": "skill-evals",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "skill-evals",
+      "devDependencies": {
+        "promptfoo": "0.122.2"
+      }
+    },
+    "node_modules/@ai-sdk/gateway": {
+      "version": "3.0.184",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-3.0.184.tgz",
+      "integrity": "sha512-7SuKsT4RS9lm6ShODj0vzS+S1ZKw5GukA7x3gg3t/gVwk0bu7l3XXC3sdEdBsBlTP97KklMYdZHmjcJoOVt67Q==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "3.0.15",
+        "@ai-sdk/provider-utils": "4.0.49",
+        "@vercel/oidc": "3.2.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/provider": {
+      "version": "3.0.15",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-3.0.15.tgz",
+      "integrity": "sha512-XeZW1CcDF2GMbH4wejW6xBRI2QCOgnkVYUnxoeDadB1mf85riL2bMUeDoh+6gJ/r4mjNfzUPW8OjLjvwTP0u1Q==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "json-schema": "^0.4.0"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@ai-sdk/provider-utils": {
+      "version": "4.0.49",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-4.0.49.tgz",
+      "integrity": "sha512-8e7pd+82bobqrFOaD5dG/PiEuvLYr5olaE3I56ch0jipR0H7sGD6ohwTUynv6k8O8QidWiyIbEsZCtr/2dyXIA==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "3.0.15",
+        "@standard-schema/spec": "^1.1.0",
+        "eventsource-parser": "^3.0.8",
+        "undici": "^6.28.0"
+      },
+      "engines": {
+        "node": ">=18.17"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/provider-utils/node_modules/eventsource-parser": {
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+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/eemeli"
+      }
+    },
+    "node_modules/yauzl": {
+      "version": "2.10.0",
+      "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz",
+      "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "buffer-crc32": "~0.2.3",
+        "fd-slicer": "~1.1.0"
+      }
+    },
+    "node_modules/yoctocolors": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/yoctocolors/-/yoctocolors-2.2.0.tgz",
+      "integrity": "sha512-xYqdZFUK/VYazNl/oCDYN+3WloWQwMfZxBoiNt6qNyk+xfOdi598muWE42rNZFp1kNOiqW936q5RhUdnpqElSg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/yoga-layout": {
+      "version": "3.2.1",
+      "resolved": "https://registry.npmjs.org/yoga-layout/-/yoga-layout-3.2.1.tgz",
+      "integrity": "sha512-0LPOt3AxKqMdFBZA3HBAt/t/8vIKq7VaQYbuA8WxCgung+p9TVyKRYdpvCb80HcdTN2NkbIKbhNwKUfm3tQywQ==",
+      "dev": true,
+      "license": "MIT",
+      "optional": true
+    },
+    "node_modules/zod": {
+      "version": "4.5.4",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.5.4.tgz",
+      "integrity": "sha512-sC95tT5iHHH9gtpj6A81kh+NEaRAUFN+qlUPDUbRfOMvNf5QCBqsb3WgvnpVtK5Y+4UfA6KqufotuTvMGiTlsA==",
+      "dev": true,
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.25.2",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz",
+      "integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==",
+      "dev": true,
+      "license": "ISC",
+      "optional": true,
+      "peerDependencies": {
+        "zod": "^3.25.28 || ^4"
+      }
+    }
+  }
+}
diff --git a/evals/package.json b/evals/package.json
new file mode 100644
index 0000000..bd2aa5e
--- /dev/null
+++ b/evals/package.json
@@ -0,0 +1,12 @@
+{
+  "name": "skill-evals",
+  "private": true,
+  "type": "module",
+  "description": "Promptfoo-based eval suite for skills in home/.agents/skills",
+  "scripts": {
+    "test": "node --test"
+  },
+  "devDependencies": {
+    "promptfoo": "0.122.2"
+  }
+}
diff --git a/evals/promptfooconfig.compare.yaml b/evals/promptfooconfig.compare.yaml
new file mode 100644
index 0000000..67fcb32
--- /dev/null
+++ b/evals/promptfooconfig.compare.yaml
@@ -0,0 +1,13 @@
+# Skill-on vs skill-off, side by side — the successor to the old runner's
+# --compare flag. Costs double the default config; not part of any gate.
+description: Per-skill eval suite, skill vs baseline comparison
+prompts:
+  - '{{subject_prompt}}'
+providers:
+  - id: file://providers/subject.mjs
+    label: skill
+  - id: file://providers/subject.mjs
+    label: baseline
+    config:
+      baseline: true
+tests: file://tests.mjs
diff --git a/evals/promptfooconfig.yaml b/evals/promptfooconfig.yaml
new file mode 100644
index 0000000..a2ce87e
--- /dev/null
+++ b/evals/promptfooconfig.yaml
@@ -0,0 +1,9 @@
+# Runner entry point only — test cases live in home/.agents/skills/*/evals.json
+# and are generated by tests.mjs. Requires EVAL_SKILL; see Makefile `eval`.
+description: Per-skill eval suite (subject runs inside Claude Code)
+prompts:
+  - '{{subject_prompt}}'
+providers:
+  - id: file://providers/subject.mjs
+    label: skill
+tests: file://tests.mjs
diff --git a/evals/providers/subject.mjs b/evals/providers/subject.mjs
new file mode 100644
index 0000000..b4c7a82
--- /dev/null
+++ b/evals/providers/subject.mjs
@@ -0,0 +1,62 @@
+import { spawn } from 'node:child_process';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '../..');
+
+export default class SubjectProvider {
+  constructor(options = {}) {
+    this.baseline = options.config?.baseline === true;
+    this.label = options.label || (this.baseline ? 'baseline' : 'skill');
+  }
+
+  id() {
+    return `claude-code:${this.baseline ? 'baseline' : 'skill'}`;
+  }
+
+  async callApi(prompt) {
+    const cmd = process.env.EVAL_CLAUDE_CMD || 'claude';
+    const model = process.env.EVAL_MODEL || 'sonnet';
+    const args = this.baseline
+      ? ['-p', '--output-format', 'json', '--model', model, '--disable-slash-commands']
+      : ['-p', '--output-format', 'json', '--model', model, '--allowedTools', 'Skill'];
+
+    let stdout = '';
+    let stderr = '';
+
+    try {
+      await new Promise((resolve, reject) => {
+        const proc = spawn(cmd, args, { cwd: REPO_ROOT });
+        proc.stdout.on('data', (chunk) => (stdout += chunk));
+        proc.stderr.on('data', (chunk) => (stderr += chunk));
+        proc.on('error', reject);
+        proc.on('close', (code) => {
+          if (code !== 0) reject(new Error(`${cmd} exited ${code}: ${stderr.slice(0, 2000)}`));
+          else resolve();
+        });
+        proc.stdin.write(prompt);
+        proc.stdin.end();
+      });
+
+      const parsed = JSON.parse(stdout);
+      if (parsed.is_error) {
+        return { error: `claude reported an error: ${parsed.result}` };
+      }
+
+      const usage = parsed.usage || {};
+      const promptTokens = usage.input_tokens || 0;
+      const completionTokens = usage.output_tokens || 0;
+      return {
+        output: parsed.result ?? '',
+        cost: parsed.total_cost_usd ?? 0,
+        tokenUsage: {
+          total: promptTokens + completionTokens,
+          prompt: promptTokens,
+          completion: completionTokens,
+        },
+      };
+    } catch (error) {
+      return { error: String(error.message || error) };
+    }
+  }
+}
diff --git a/evals/test/asserts.test.mjs b/evals/test/asserts.test.mjs
new file mode 100644
index 0000000..f8a6be8
--- /dev/null
+++ b/evals/test/asserts.test.mjs
@@ -0,0 +1,86 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import assertDiscrimination from '../asserts/discrimination.mjs';
+import assertDetection from '../asserts/detection.mjs';
+
+const discVars = {
+  letter_to_key: { A: 'generic_comment', B: 'no_comment' },
+  correct: 'no_comment',
+  expected_rule: 'No comment is a valid result; delete generic tradeoffs that do not explain the chosen value.',
+};
+
+test('discrimination passes on correct letter and overlapping rule', () => {
+  const output = 'ANSWER: B\nRULE: Delete the generic tradeoff; no comment is a valid result.';
+  const result = assertDiscrimination(output, { vars: discVars });
+  assert.equal(result.pass, true);
+  assert.equal(result.score, 1);
+});
+
+test('discrimination fails on the wrong letter', () => {
+  const output = 'ANSWER: A\nRULE: Delete generic tradeoffs; no comment is a valid result.';
+  const result = assertDiscrimination(output, { vars: discVars });
+  assert.equal(result.pass, false);
+  assert.equal(result.score, 0);
+});
+
+test('discrimination half-scores a correct letter with an unrelated rule', () => {
+  const output = 'ANSWER: B\nRULE: Brevity wins everywhere.';
+  const result = assertDiscrimination(output, { vars: discVars });
+  assert.equal(result.pass, false);
+  assert.equal(result.score, 0.5);
+  assert.match(result.reason, /weak rule match/);
+});
+
+test('discrimination fails cleanly when no ANSWER line is present', () => {
+  const result = assertDiscrimination('I refuse to pick.', { vars: discVars });
+  assert.equal(result.pass, false);
+  assert.match(result.reason, /No ANSWER line/);
+});
+
+const detVars = {
+  violations: [
+    { quote: 'Larger chunks use more memory. Smaller chunks use more CPU.', rule: 'generic tradeoff' },
+    { quote: 'Parse all records and drop the header before writing.', rule: 'mechanical narration' },
+  ],
+  traps: [
+    { quote: '`binary_part/3` returns a view', why_valid: 'surprising runtime behavior' },
+  ],
+};
+
+test('detection passes on full recall with no trap hits', () => {
+  const output = [
+    '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff',
+    '- QUOTE: "Parse all records and drop the header before writing." | RULE: narration',
+  ].join('\n');
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, true);
+  assert.equal(result.score, 1);
+});
+
+test('detection fails on a missed violation', () => {
+  const output = '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff';
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, false);
+  assert.match(result.reason, /1\/2 violations/);
+});
+
+test('detection fails when a trap is flagged', () => {
+  const output = [
+    '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff',
+    '- QUOTE: "Parse all records and drop the header before writing." | RULE: narration',
+    '- QUOTE: "`binary_part/3` returns a view" | RULE: needless jargon',
+  ].join('\n');
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, false);
+  assert.match(result.reason, /1 trap/);
+});
+
+test('detection ignores lines outside the QUOTE format', () => {
+  const output = [
+    'Here is my analysis of `binary_part/3` returns a view and more.',
+    '- QUOTE: "Larger chunks use more memory. Smaller chunks use more CPU." | RULE: generic tradeoff',
+    '- QUOTE: "Parse all records and drop the header before writing." | RULE: narration',
+  ].join('\n');
+  const result = assertDetection(output, { vars: detVars });
+  assert.equal(result.pass, true, 'prose mention of a trap outside violation lines must not count');
+});
diff --git a/evals/test/check-gate.test.mjs b/evals/test/check-gate.test.mjs
new file mode 100644
index 0000000..ad7a254
--- /dev/null
+++ b/evals/test/check-gate.test.mjs
@@ -0,0 +1,41 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import path from 'node:path';
+import { spawnSync } from 'node:child_process';
+import { fileURLToPath } from 'node:url';
+
+const HERE = path.dirname(fileURLToPath(import.meta.url));
+const GATE = path.resolve(HERE, '../bin/check-gate.mjs');
+const fixture = (name) => path.join(HERE, 'fixtures', name);
+
+function runGate(...args) {
+  return spawnSync(process.execPath, [GATE, ...args], { encoding: 'utf8' });
+}
+
+test('passes when deterministic rows are clean and rate is above threshold', () => {
+  const result = runGate(fixture('gate-pass.json'));
+  assert.equal(result.status, 0, result.stdout + result.stderr);
+  assert.match(result.stdout, /15\/16/);
+});
+
+test('fails on any deterministic failure even above the rate threshold', () => {
+  const result = runGate(fixture('gate-det-fail.json'));
+  assert.equal(result.status, 1);
+  assert.match(result.stdout + result.stderr, /disc-01/);
+});
+
+test('fails when pass rate drops below the threshold', () => {
+  const result = runGate(fixture('gate-rate-fail.json'));
+  assert.equal(result.status, 1);
+  assert.match(result.stdout + result.stderr, /pass rate/i);
+});
+
+test('threshold is overridable via argv', () => {
+  const result = runGate(fixture('gate-rate-fail.json'), '0.80');
+  assert.equal(result.status, 0, result.stdout + result.stderr);
+});
+
+test('unreadable results file is a hard error', () => {
+  const result = runGate(fixture('no-such-file.json'));
+  assert.equal(result.status, 1);
+});
diff --git a/evals/test/fixtures/gate-det-fail.json b/evals/test/fixtures/gate-det-fail.json
new file mode 100644
index 0000000..8856909
--- /dev/null
+++ b/evals/test/fixtures/gate-det-fail.json
@@ -0,0 +1,22 @@
+{
+  "results": {
+    "results": [
+      { "success": false, "testCase": { "metadata": { "case_id": "disc-01", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-02", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-03", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-04", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-05", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-06", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-07", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-08", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-09", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-10", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-01", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-02", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-03", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-04", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-01", "case_type": "detection" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-02", "case_type": "detection" } } }
+    ]
+  }
+}
diff --git a/evals/test/fixtures/gate-pass.json b/evals/test/fixtures/gate-pass.json
new file mode 100644
index 0000000..91fc213
--- /dev/null
+++ b/evals/test/fixtures/gate-pass.json
@@ -0,0 +1,22 @@
+{
+  "results": {
+    "results": [
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-01", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-02", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-03", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-04", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-05", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-06", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-07", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-08", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-09", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-10", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-01", "case_type": "transformation" } } },
+      { "success": false, "testCase": { "metadata": { "case_id": "trans-02", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-03", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-04", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-01", "case_type": "detection" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-02", "case_type": "detection" } } }
+    ]
+  }
+}
diff --git a/evals/test/fixtures/gate-rate-fail.json b/evals/test/fixtures/gate-rate-fail.json
new file mode 100644
index 0000000..2006851
--- /dev/null
+++ b/evals/test/fixtures/gate-rate-fail.json
@@ -0,0 +1,22 @@
+{
+  "results": {
+    "results": [
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-01", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-02", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-03", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-04", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-05", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-06", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-07", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-08", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-09", "case_type": "discrimination" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "disc-10", "case_type": "discrimination" } } },
+      { "success": false, "testCase": { "metadata": { "case_id": "trans-01", "case_type": "transformation" } } },
+      { "success": false, "testCase": { "metadata": { "case_id": "trans-02", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-03", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "trans-04", "case_type": "transformation" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-01", "case_type": "detection" } } },
+      { "success": true, "testCase": { "metadata": { "case_id": "det-02", "case_type": "detection" } } }
+    ]
+  }
+}
diff --git a/evals/test/fixtures/stub-claude.sh b/evals/test/fixtures/stub-claude.sh
new file mode 100755
index 0000000..29585d8
--- /dev/null
+++ b/evals/test/fixtures/stub-claude.sh
@@ -0,0 +1,5 @@
+#!/usr/bin/env bash
+# Stands in for `claude -p --output-format json` in offline tests: swallows
+# the prompt on stdin, echoes a canned result envelope on stdout.
+cat > /dev/null
+printf '%s' '{"result": "ANSWER: A\nRULE: stub rule", "is_error": false, "total_cost_usd": 0.01, "usage": {"input_tokens": 100, "output_tokens": 20}}'
diff --git a/evals/test/generator.test.mjs b/evals/test/generator.test.mjs
new file mode 100644
index 0000000..3b3d093
--- /dev/null
+++ b/evals/test/generator.test.mjs
@@ -0,0 +1,86 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import generateTests from '../tests.mjs';
+
+async function withEnv(env, fn) {
+  const saved = {};
+  for (const [key, value] of Object.entries(env)) {
+    saved[key] = process.env[key];
+    if (value === undefined) delete process.env[key];
+    else process.env[key] = value;
+  }
+  try {
+    return await fn();
+  } finally {
+    for (const [key, value] of Object.entries(saved)) {
+      if (value === undefined) delete process.env[key];
+      else process.env[key] = value;
+    }
+  }
+}
+
+test('generates all 16 code-comment-register tests with per-type asserts', async () => {
+  const tests = await withEnv(
+    { EVAL_SKILL: 'code-comment-register', EVAL_ONLY: undefined, EVAL_TYPES: undefined },
+    generateTests,
+  );
+  assert.equal(tests.length, 16);
+
+  const byType = Object.groupBy(tests, (t) => t.metadata.case_type);
+  assert.equal(byType.discrimination.length, 10);
+  assert.equal(byType.transformation.length, 4);
+  assert.equal(byType.detection.length, 2);
+
+  for (const t of byType.discrimination) {
+    assert.equal(t.assert[0].type, 'javascript');
+    assert.equal(t.assert[0].value, 'file://asserts/discrimination.mjs');
+    assert.ok(t.vars.letter_to_key && t.vars.correct && t.vars.expected_rule);
+  }
+  for (const t of byType.detection) {
+    assert.equal(t.assert[0].value, 'file://asserts/detection.mjs');
+    assert.ok(Array.isArray(t.vars.violations) && Array.isArray(t.vars.traps));
+  }
+  for (const t of byType.transformation) {
+    assert.equal(t.assert[0].type, 'llm-rubric');
+    assert.equal(t.assert[0].threshold, 0.75);
+    assert.equal(t.assert[0].provider, 'anthropic:messages:claude-sonnet-5');
+    assert.match(t.assert[0].value, /ALL THREE/);
+  }
+
+  // Answer-key fields never leak into the subject prompt.
+  for (const t of tests) {
+    assert.ok(t.vars.subject_prompt.length > 0);
+    assert.ok(!t.vars.subject_prompt.includes('reference_after'));
+  }
+});
+
+test('EVAL_ONLY filters to named case ids', async () => {
+  const tests = await withEnv(
+    { EVAL_SKILL: 'code-comment-register', EVAL_ONLY: 'disc-01,det-01', EVAL_TYPES: undefined },
+    generateTests,
+  );
+  assert.deepEqual(tests.map((t) => t.metadata.case_id).sort(), ['det-01', 'disc-01']);
+});
+
+test('EVAL_TYPES filters to named case types', async () => {
+  const tests = await withEnv(
+    { EVAL_SKILL: 'code-comment-register', EVAL_TYPES: 'discrimination,detection', EVAL_ONLY: undefined },
+    generateTests,
+  );
+  assert.equal(tests.length, 12);
+  assert.ok(tests.every((t) => t.metadata.case_type !== 'transformation'));
+});
+
+test('missing EVAL_SKILL is a hard error', async () => {
+  await assert.rejects(
+    withEnv({ EVAL_SKILL: undefined, EVAL_ONLY: undefined, EVAL_TYPES: undefined }, generateTests),
+    /EVAL_SKILL/,
+  );
+});
+
+test('unknown EVAL_SKILL is a hard error', async () => {
+  await assert.rejects(
+    withEnv({ EVAL_SKILL: 'no-such-skill', EVAL_ONLY: undefined, EVAL_TYPES: undefined }, generateTests),
+    /no evals\.json/,
+  );
+});
diff --git a/evals/test/heuristics.test.mjs b/evals/test/heuristics.test.mjs
new file mode 100644
index 0000000..d848be6
--- /dev/null
+++ b/evals/test/heuristics.test.mjs
@@ -0,0 +1,22 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import { normalize, keywordOverlap } from '../asserts/heuristics.mjs';
+
+test('normalize lowercases, straightens smart quotes, collapses whitespace', () => {
+  assert.equal(normalize('  “Hello”\n\t‘World’  '), '"hello" \'world\'');
+});
+
+test('keywordOverlap is 1 when candidate restates the reference', () => {
+  const reference = 'delete generic tradeoffs that do not explain the chosen value';
+  assert.equal(keywordOverlap(reference, reference), 1);
+});
+
+test('keywordOverlap is 0 for unrelated text', () => {
+  assert.equal(keywordOverlap('completely different words entirely', 'delete generic tradeoffs'), 0);
+});
+
+test('keywordOverlap ignores stop words and short words', () => {
+  // "that", "with", "this" are stop words; "the", "a" are <= 3 chars.
+  const score = keywordOverlap('placement decides that', 'that placement with this decides');
+  assert.equal(score, 1);
+});
diff --git a/evals/test/load-evals.test.mjs b/evals/test/load-evals.test.mjs
new file mode 100644
index 0000000..afbb773
--- /dev/null
+++ b/evals/test/load-evals.test.mjs
@@ -0,0 +1,58 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { SUPPORTED_TYPES, findEvalFiles, loadEvals, validateData } from '../lib/load-evals.mjs';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '../..');
+
+test('findEvalFiles locates both existing suites', () => {
+  const files = findEvalFiles(REPO_ROOT);
+  const skills = files.map((f) => path.basename(path.dirname(f)));
+  assert.ok(skills.includes('code-comment-register'));
+  assert.ok(skills.includes('prose-register'));
+});
+
+test('code-comment-register evals validate with zero unsupported cases', () => {
+  const data = loadEvals(
+    path.join(REPO_ROOT, 'home/.agents/skills/code-comment-register/evals.json'),
+  );
+  const { caseCount, unsupported } = validateData(data);
+  assert.equal(caseCount, 16);
+  assert.equal(unsupported.length, 0);
+});
+
+test('prose-register evals validate, with its two extra types reported as unsupported', () => {
+  const data = loadEvals(
+    path.join(REPO_ROOT, 'home/.agents/skills/prose-register/evals.json'),
+  );
+  const { unsupported } = validateData(data);
+  const types = new Set(unsupported.map((u) => u.type));
+  assert.deepEqual([...types].sort(), ['discrimination-rank', 'discrimination-structural']);
+});
+
+test('validateData throws on a duplicate case id', () => {
+  const bad = {
+    skill: 'x',
+    cases: [
+      { id: 'a', type: 'transformation', input: 'i', task: 't', reference_after: 'r',
+        rubric: { violation_fixed: 'v', placement: 'p', no_new_violation: 'n' } },
+      { id: 'a', type: 'transformation', input: 'i', task: 't', reference_after: 'r',
+        rubric: { violation_fixed: 'v', placement: 'p', no_new_violation: 'n' } },
+    ],
+  };
+  assert.throws(() => validateData(bad), /Duplicate case id/);
+});
+
+test('validateData throws on a discrimination case whose correct key names no variant', () => {
+  const bad = {
+    skill: 'x',
+    cases: [{ id: 'd1', type: 'discrimination', prompt: 'p', expected_rule: 'r',
+      variants: { a: '1', b: '2' }, correct: 'zzz' }],
+  };
+  assert.throws(() => validateData(bad), /does not name a variant/);
+});
+
+test('SUPPORTED_TYPES is exactly the three Phase 1 types', () => {
+  assert.deepEqual([...SUPPORTED_TYPES].sort(), ['detection', 'discrimination', 'transformation']);
+});
diff --git a/evals/test/prompts.test.mjs b/evals/test/prompts.test.mjs
new file mode 100644
index 0000000..31fe6cb
--- /dev/null
+++ b/evals/test/prompts.test.mjs
@@ -0,0 +1,58 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import { buildSubjectPrompt, buildTransformationRubric } from '../lib/prompts.mjs';
+
+const SKILL = 'code-comment-register';
+
+test('discrimination prompt letters variants and demands ANSWER/RULE lines', () => {
+  const item = {
+    id: 'disc-x', type: 'discrimination', prompt: 'Which version follows the register?',
+    variants: { first: 'AAA', second: 'BBB' }, correct: 'second', expected_rule: 'r',
+  };
+  const { prompt, letterToKey } = buildSubjectPrompt(SKILL, item);
+  assert.deepEqual(letterToKey, { A: 'first', B: 'second' });
+  assert.ok(prompt.startsWith('Review these inline source comments. Use the code-comment-register skill if it is available.'));
+  assert.ok(prompt.includes('A.\nAAA'));
+  assert.ok(prompt.includes('B.\nBBB'));
+  assert.ok(prompt.includes('ANSWER: <letter>'));
+  assert.ok(prompt.includes('RULE: <one sentence>'));
+  // The answer key never enters the subject prompt.
+  assert.ok(!prompt.includes('expected_rule'));
+});
+
+test('transformation prompt carries task and input, demands code-only reply', () => {
+  const item = { id: 't-x', type: 'transformation', task: 'Do the thing.', input: 'CODE HERE' };
+  const { prompt, letterToKey } = buildSubjectPrompt(SKILL, item);
+  assert.equal(letterToKey, undefined);
+  assert.ok(prompt.startsWith('Edit inline source comments. Use the code-comment-register skill if it is available.'));
+  assert.ok(prompt.includes('Do the thing.'));
+  assert.ok(prompt.includes('Code:\nCODE HERE'));
+  assert.ok(prompt.includes('Reply with only the revised code, nothing else.'));
+});
+
+test('detection prompt carries the document and the QUOTE|RULE line format', () => {
+  const item = { id: 'd-x', type: 'detection', prompt: 'Find failures.', input_document: 'DOC' };
+  const { prompt } = buildSubjectPrompt(SKILL, item);
+  assert.ok(prompt.startsWith('Review inline source comments. Use the code-comment-register skill if it is available.'));
+  assert.ok(prompt.includes('Code:\nDOC'));
+  assert.ok(prompt.includes('- QUOTE: "<exact offending comment text>" | RULE: <rule in your own words>'));
+});
+
+test('unknown skill framing throws rather than silently mis-framing', () => {
+  assert.throws(
+    () => buildSubjectPrompt('mystery-skill', { id: 'x', type: 'detection', prompt: 'p', input_document: 'd' }),
+    /No prompt framing/,
+  );
+});
+
+test('transformation rubric embeds task, reference, and all three criteria', () => {
+  const item = {
+    id: 't-x', type: 'transformation', task: 'Do the thing.', input: 'IN',
+    rule_quote: 'The rule.', reference_after: 'AFTER', grading_note: 'Note.',
+    rubric: { violation_fixed: 'VF?', placement: 'PL?', no_new_violation: 'NV?' },
+  };
+  const rubric = buildTransformationRubric(item);
+  for (const needle of ['Do the thing.', 'The rule.', 'AFTER', 'VF?', 'PL?', 'NV?', 'Note.', 'ALL THREE']) {
+    assert.ok(rubric.includes(needle), `missing: ${needle}`);
+  }
+});
diff --git a/evals/test/subject-provider.test.mjs b/evals/test/subject-provider.test.mjs
new file mode 100644
index 0000000..9061e9a
--- /dev/null
+++ b/evals/test/subject-provider.test.mjs
@@ -0,0 +1,32 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import SubjectProvider from '../providers/subject.mjs';
+
+const STUB = path.resolve(path.dirname(fileURLToPath(import.meta.url)), 'fixtures/stub-claude.sh');
+
+test('callApi returns the result field from the CLI JSON envelope', async () => {
+  process.env.EVAL_CLAUDE_CMD = STUB;
+  const provider = new SubjectProvider({ label: 'skill', config: {} });
+  const result = await provider.callApi('any prompt');
+  assert.equal(result.output, 'ANSWER: A\nRULE: stub rule');
+  assert.equal(result.cost, 0.01);
+  assert.deepEqual(result.tokenUsage, { total: 120, prompt: 100, completion: 20 });
+  delete process.env.EVAL_CLAUDE_CMD;
+});
+
+test('provider ids distinguish skill and baseline conditions', () => {
+  const skill = new SubjectProvider({ label: 'skill', config: {} });
+  const baseline = new SubjectProvider({ label: 'baseline', config: { baseline: true } });
+  assert.equal(skill.id(), 'claude-code:skill');
+  assert.equal(baseline.id(), 'claude-code:baseline');
+});
+
+test('callApi surfaces a spawn failure as an error result, not a throw', async () => {
+  process.env.EVAL_CLAUDE_CMD = '/nonexistent/definitely-not-claude';
+  const provider = new SubjectProvider({ label: 'skill', config: {} });
+  const result = await provider.callApi('any prompt');
+  assert.ok(result.error, 'expected an error result');
+  delete process.env.EVAL_CLAUDE_CMD;
+});
diff --git a/evals/tests.mjs b/evals/tests.mjs
new file mode 100644
index 0000000..358cf49
--- /dev/null
+++ b/evals/tests.mjs
@@ -0,0 +1,74 @@
+import path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { findEvalFiles, loadEvals, validateData, SUPPORTED_TYPES } from './lib/load-evals.mjs';
+import { buildSubjectPrompt, buildTransformationRubric } from './lib/prompts.mjs';
+
+const REPO_ROOT = path.resolve(path.dirname(fileURLToPath(import.meta.url)), '..');
+const JUDGE_PROVIDER = 'anthropic:messages:claude-sonnet-5';
+const RUBRIC_THRESHOLD = 0.75;
+
+function csvEnv(name) {
+  const raw = process.env[name];
+  return raw ? raw.split(',').map((s) => s.trim()).filter(Boolean) : null;
+}
+
+export default async function generateTests() {
+  const skillName = process.env.EVAL_SKILL;
+  if (!skillName) {
+    throw new Error('EVAL_SKILL is required (e.g. EVAL_SKILL=code-comment-register)');
+  }
+
+  const evalsPath = findEvalFiles(REPO_ROOT).find(
+    (file) => path.basename(path.dirname(file)) === skillName,
+  );
+  if (!evalsPath) {
+    throw new Error(`no evals.json found for skill "${skillName}" under home/.agents/skills`);
+  }
+
+  const data = loadEvals(evalsPath);
+  validateData(data);
+
+  const onlyIds = csvEnv('EVAL_ONLY');
+  const onlyTypes = csvEnv('EVAL_TYPES');
+
+  const cases = data.cases.filter(
+    (item) =>
+      SUPPORTED_TYPES.has(item.type) &&
+      (!onlyIds || onlyIds.includes(item.id)) &&
+      (!onlyTypes || onlyTypes.includes(item.type)),
+  );
+  if (cases.length === 0) {
+    throw new Error('no cases match the EVAL_ONLY / EVAL_TYPES filters');
+  }
+
+  return cases.map((item) => {
+    const { prompt, letterToKey } = buildSubjectPrompt(data.skill, item);
+    const base = {
+      description: `${item.id} (${item.type})`,
+      vars: { subject_prompt: prompt },
+      metadata: { skill: data.skill, case_id: item.id, case_type: item.type },
+    };
+
+    if (item.type === 'discrimination') {
+      base.vars.letter_to_key = letterToKey;
+      base.vars.correct = item.correct;
+      base.vars.expected_rule = item.expected_rule;
+      base.assert = [{ type: 'javascript', value: 'file://asserts/discrimination.mjs' }];
+    } else if (item.type === 'detection') {
+      base.vars.violations = item.violations;
+      base.vars.traps = item.traps;
+      base.assert = [{ type: 'javascript', value: 'file://asserts/detection.mjs' }];
+    } else {
+      base.assert = [
+        {
+          type: 'llm-rubric',
+          value: buildTransformationRubric(item),
+          threshold: RUBRIC_THRESHOLD,
+          provider: JUDGE_PROVIDER,
+        },
+      ];
+    }
+
+    return base;
+  });
+}
diff --git a/home/.agents/skills/code-comment-register/run-evals.mjs b/home/.agents/skills/code-comment-register/run-evals.mjs
deleted file mode 100755
index 5513309..0000000
--- a/home/.agents/skills/code-comment-register/run-evals.mjs
+++ /dev/null
@@ -1,609 +0,0 @@
-#!/usr/bin/env node
-
-import { mkdirSync, readFileSync, writeFileSync } from 'node:fs';
-import { spawn } from 'node:child_process';
-import { fileURLToPath } from 'node:url';
-import path from 'node:path';
-
-const __dirname = path.dirname(fileURLToPath(import.meta.url));
-const REPO_ROOT = path.resolve(__dirname, '../../../..');
-const EVALS_PATH = path.join(__dirname, 'evals.json');
-const CONCURRENCY = 4;
-const CASE_TYPES = new Set(['discrimination', 'transformation', 'detection']);
-
-function parseArgs(argv) {
-  const opts = {
-    model: 'sonnet',
-    judge: false,
-    judgeModel: null,
-    only: null,
-    out: null,
-    baseline: false,
-    compare: false,
-    validate: false,
-  };
-
-  for (let i = 0; i < argv.length; i++) {
-    const arg = argv[i];
-
-    if (arg === '--model') opts.model = argv[++i];
-    else if (arg === '--judge') opts.judge = true;
-    else if (arg === '--judge-model') opts.judgeModel = argv[++i];
-    else if (arg === '--only') opts.only = argv[++i].split(',').map((id) => id.trim());
-    else if (arg === '--out') opts.out = argv[++i];
-    else if (arg === '--baseline') opts.baseline = true;
-    else if (arg === '--compare') opts.compare = true;
-    else if (arg === '--validate') opts.validate = true;
-    else if (arg === '--help' || arg === '-h') {
-      printHelp();
-      process.exit(0);
-    } else {
-      console.error(`Unknown argument: ${arg}`);
-      printHelp();
-      process.exit(1);
-    }
-  }
-
-  if (!opts.judgeModel) opts.judgeModel = opts.model;
-
-  if (opts.baseline && opts.compare) {
-    console.error('--baseline and --compare are mutually exclusive.');
-    process.exit(1);
-  }
-
-  return opts;
-}
-
-function printHelp() {
-  console.log(`Usage: node run-evals.mjs [options]
-
-  --model <alias>        Model under test (default: sonnet)
-  --judge                Grade transformation cases with a second model call
-  --judge-model <alias>  Judge model (default: subject model)
-  --only <id,id,...>     Run only selected case ids
-  --out <path>           Write full transcripts and grades to this path
-  --baseline             Disable skills for the subject calls
-  --compare              Run each case with and without skills
-  --validate             Validate evals.json without model calls
-  --help                 Show this help
-
-Model runs use real API capacity. Use --validate first and --only while
-iterating.`);
-}
-
-function requireField(value, label) {
-  if (value === undefined || value === null || value === '') {
-    throw new Error(`Missing ${label}`);
-  }
-}
-
-function validateData(data) {
-  if (data.skill !== 'code-comment-register') {
-    throw new Error(`Expected skill "code-comment-register", got ${JSON.stringify(data.skill)}`);
-  }
-
-  if (!Array.isArray(data.cases) || data.cases.length === 0) {
-    throw new Error('cases must be a non-empty array');
-  }
-
-  const ids = new Set();
-
-  for (const item of data.cases) {
-    requireField(item.id, 'case.id');
-    requireField(item.type, `${item.id}.type`);
-
-    if (ids.has(item.id)) throw new Error(`Duplicate case id: ${item.id}`);
-    ids.add(item.id);
-
-    if (!CASE_TYPES.has(item.type)) {
-      throw new Error(`${item.id} has unknown type ${JSON.stringify(item.type)}`);
-    }
-
-    if (item.type === 'discrimination') {
-      requireField(item.prompt, `${item.id}.prompt`);
-      requireField(item.expected_rule, `${item.id}.expected_rule`);
-
-      if (!item.variants || Object.keys(item.variants).length < 2) {
-        throw new Error(`${item.id}.variants must contain at least two choices`);
-      }
-
-      if (!Object.hasOwn(item.variants, item.correct)) {
-        throw new Error(`${item.id}.correct does not name a variant`);
-      }
-    }
-
-    if (item.type === 'transformation') {
-      requireField(item.input, `${item.id}.input`);
-      requireField(item.task, `${item.id}.task`);
-      requireField(item.reference_after, `${item.id}.reference_after`);
-
-      for (const key of ['violation_fixed', 'placement', 'no_new_violation']) {
-        requireField(item.rubric?.[key], `${item.id}.rubric.${key}`);
-      }
-    }
-
-    if (item.type === 'detection') {
-      requireField(item.prompt, `${item.id}.prompt`);
-      requireField(item.input_document, `${item.id}.input_document`);
-
-      if (!Array.isArray(item.violations) || item.violations.length === 0) {
-        throw new Error(`${item.id}.violations must be non-empty`);
-      }
-
-      if (!Array.isArray(item.traps)) {
-        throw new Error(`${item.id}.traps must be an array`);
-      }
-
-      for (const violation of item.violations) {
-        requireField(violation.quote, `${item.id}.violations[].quote`);
-        requireField(violation.rule, `${item.id}.violations[].rule`);
-      }
-
-      for (const trap of item.traps) {
-        requireField(trap.quote, `${item.id}.traps[].quote`);
-        requireField(trap.why_valid, `${item.id}.traps[].why_valid`);
-      }
-    }
-  }
-
-  return { caseCount: data.cases.length, ids };
-}
-
-function callClaude(prompt, { model, disableSkills }) {
-  return new Promise((resolve, reject) => {
-    const args = disableSkills
-      ? ['-p', '--output-format', 'json', '--model', model, '--disable-slash-commands']
-      : ['-p', '--output-format', 'json', '--model', model, '--allowedTools', 'Skill'];
-    const proc = spawn('claude', args, { cwd: REPO_ROOT });
-    let stdout = '';
-    let stderr = '';
-
-    proc.stdout.on('data', (chunk) => {
-      stdout += chunk;
-    });
-
-    proc.stderr.on('data', (chunk) => {
-      stderr += chunk;
-    });
-
-    proc.on('error', reject);
-
-    proc.on('close', (code) => {
-      if (code !== 0) {
-        reject(new Error(`claude exited ${code}: ${stderr.slice(0, 2000)}`));
-        return;
-      }
-
-      try {
-        const parsed = JSON.parse(stdout);
-
-        if (parsed.is_error) {
-          reject(new Error(`claude reported an error: ${parsed.result}`));
-          return;
-        }
-
-        resolve(parsed);
-      } catch (error) {
-        reject(new Error(`Failed to parse claude output: ${error.message}\n${stdout.slice(0, 500)}`));
-      }
-    });
-
-    proc.stdin.write(prompt);
-    proc.stdin.end();
-  });
-}
-
-async function mapPool(items, limit, fn) {
-  const results = new Array(items.length);
-  let nextIndex = 0;
-
-  async function worker() {
-    while (nextIndex < items.length) {
-      const index = nextIndex++;
-
-      try {
-        results[index] = await fn(items[index]);
-      } catch (error) {
-        results[index] = {
-          id: items[index].item.id,
-          type: items[index].item.type,
-          condition: items[index].condition,
-          status: 'ERROR',
-          error: String(error.message || error),
-        };
-      }
-    }
-  }
-
-  await Promise.all(Array.from({ length: Math.min(limit, items.length) }, worker));
-  return results;
-}
-
-function normalize(value) {
-  return value
-    .toLowerCase()
-    .replace(/[‘’]/g, "'")
-    .replace(/[“”]/g, '"')
-    .replace(/\s+/g, ' ')
-    .trim();
-}
-
-function keywordOverlap(candidate, reference) {
-  const stopWords = new Set([
-    'about',
-    'after',
-    'against',
-    'also',
-    'because',
-    'before',
-    'comment',
-    'does',
-    'every',
-    'from',
-    'have',
-    'into',
-    'only',
-    'rather',
-    'that',
-    'their',
-    'there',
-    'these',
-    'they',
-    'this',
-    'when',
-    'where',
-    'which',
-    'with',
-  ]);
-
-  const words = (text) =>
-    new Set(
-      text
-        .toLowerCase()
-        .replace(/[^a-z0-9\s]/g, ' ')
-        .split(/\s+/)
-        .filter((word) => word.length > 3 && !stopWords.has(word)),
-    );
-
-  const candidateWords = words(candidate);
-  const referenceWords = words(reference);
-  if (referenceWords.size === 0) return 0;
-
-  let shared = 0;
-  for (const word of referenceWords) {
-    if (candidateWords.has(word)) shared++;
-  }
-
-  return shared / referenceWords.size;
-}
-
-function buildDiscriminationPrompt(item) {
-  const keys = Object.keys(item.variants);
-  const letters = keys.map((_, index) => String.fromCharCode(65 + index));
-  const letterToKey = Object.fromEntries(letters.map((letter, index) => [letter, keys[index]]));
-  const listing = keys
-    .map((key, index) => `${letters[index]}.\n${item.variants[key]}`)
-    .join('\n\n');
-
-  const prompt = `Review these inline source comments. Use the code-comment-register skill if it is available.
-
-${item.prompt}
-
-${listing}
-
-Pick one version. Name the specific rule that decides it.
-
-End with exactly these two lines and nothing after:
-ANSWER: <letter>
-RULE: <one sentence>`;
-
-  return { prompt, letterToKey };
-}
-
-function buildTransformationPrompt(item) {
-  return `Edit inline source comments. Use the code-comment-register skill if it is available.
-
-${item.task}
-
-Code:
-${item.input}
-
-Reply with only the revised code, nothing else.`;
-}
-
-function buildDetectionPrompt(item) {
-  return `Review inline source comments. Use the code-comment-register skill if it is available.
-
-${item.prompt}
-
-Code:
-${item.input_document}
-
-List each violation on one line:
-- QUOTE: "<exact offending comment text>" | RULE: <rule in your own words>
-
-Reply only with violation lines in that format. Do not explain or mention
-comments that pass the register.`;
-}
-
-function buildJudgePrompt(item, rewrite) {
-  return `Grade a source-comment rewrite against the rubric. Similar wording is not required.
-
-Rule:
-${item.rule_quote || ''}
-
-Task:
-${item.task}
-
-Original:
-${item.input}
-
-Reference:
-${item.reference_after}
-
-Rubric:
-- violation_fixed: ${item.rubric.violation_fixed}
-- placement: ${item.rubric.placement}
-- no_new_violation: ${item.rubric.no_new_violation}
-
-Notes:
-${item.grading_note || 'None.'}
-
-Candidate:
-${rewrite}
-
-End with exactly these four lines and nothing after:
-VIOLATION_FIXED: yes|no
-PLACEMENT: yes|no
-NO_NEW_VIOLATION: yes|no
-JUSTIFICATION: <one sentence>`;
-}
-
-function gradeDiscrimination(item, letterToKey, response) {
-  const answerMatch = response.match(/ANSWER:\s*([A-Za-z])/i);
-  const ruleMatch = response.match(/RULE:\s*([^\n]+)/i);
-  const chosenKey = answerMatch ? letterToKey[answerMatch[1].toUpperCase()] : null;
-  const ruleText = ruleMatch ? ruleMatch[1].trim() : '';
-  const ruleOverlapScore = ruleText ? keywordOverlap(ruleText, item.expected_rule) : 0;
-  const variantCorrect = chosenKey === item.correct;
-
-  let status = 'FAIL';
-  if (!answerMatch) status = 'REVIEW (unparsed answer)';
-  else if (variantCorrect && ruleOverlapScore >= 0.2) status = 'PASS';
-  else if (variantCorrect) status = 'REVIEW (correct choice, weak rule match)';
-
-  return {
-    status,
-    grade: {
-      chosenKey,
-      correctKey: item.correct,
-      variantCorrect,
-      ruleText,
-      expectedRule: item.expected_rule,
-      ruleOverlapScore,
-    },
-  };
-}
-
-function gradeDetection(item, response) {
-  const violationLines = response
-    .split('\n')
-    .filter((line) => /^-\s*QUOTE:/i.test(line))
-    .join('\n');
-  const normalized = normalize(violationLines);
-  const hits = item.violations.map((violation) => ({
-    ...violation,
-    found: normalized.includes(normalize(violation.quote).slice(0, 60)),
-  }));
-  const trapHits = item.traps
-    .filter((trap) => normalized.includes(normalize(trap.quote).slice(0, 40)))
-    .map((trap) => trap.quote);
-  const found = hits.filter((hit) => hit.found).length;
-  const status =
-    found === hits.length && trapHits.length === 0
-      ? 'PASS'
-      : `REVIEW (${found}/${hits.length} violations, ${trapHits.length} traps)`;
-
-  return { status, grade: { found, total: hits.length, hits, trapHits } };
-}
-
-function parseJudge(response) {
-  const yesNo = (pattern) => {
-    const match = response.match(pattern);
-    return match ? match[1].toLowerCase() === 'yes' : null;
-  };
-  const justification = response.match(/JUSTIFICATION:\s*(.+)/i);
-
-  return {
-    violationFixed: yesNo(/VIOLATION_FIXED:\s*(yes|no)/i),
-    placement: yesNo(/PLACEMENT:\s*(yes|no)/i),
-    noNewViolation: yesNo(/NO_NEW_VIOLATION:\s*(yes|no)/i),
-    justification: justification ? justification[1].trim() : '',
-    raw: response,
-  };
-}
-
-async function runCase(item, opts, condition) {
-  const disableSkills = condition === 'baseline';
-  const tag = { id: item.id, type: item.type, condition };
-
-  if (item.type === 'discrimination') {
-    const { prompt, letterToKey } = buildDiscriminationPrompt(item);
-    const result = await callClaude(prompt, { model: opts.model, disableSkills });
-    const response = result.result || '';
-    const graded = gradeDiscrimination(item, letterToKey, response);
-
-    return {
-      ...tag,
-      ...graded,
-      cost: result.total_cost_usd || 0,
-      subjectPrompt: prompt,
-      subjectResponse: response,
-    };
-  }
-
-  if (item.type === 'transformation') {
-    const prompt = buildTransformationPrompt(item);
-    const result = await callClaude(prompt, { model: opts.model, disableSkills });
-    const rewrite = (result.result || '').trim();
-    let cost = result.total_cost_usd || 0;
-    let judge = null;
-    let status = 'REVIEW (manual grading; pass --judge to auto-grade)';
-
-    if (opts.judge) {
-      const judgePrompt = buildJudgePrompt(item, rewrite);
-      const judged = await callClaude(judgePrompt, {
-        model: opts.judgeModel,
-        disableSkills: true,
-      });
-      judge = parseJudge(judged.result || '');
-      cost += judged.total_cost_usd || 0;
-      status =
-        judge.violationFixed && judge.placement && judge.noNewViolation ? 'PASS' : 'FAIL';
-    }
-
-    return {
-      ...tag,
-      status,
-      cost,
-      subjectPrompt: prompt,
-      rewrite,
-      referenceAfter: item.reference_after,
-      judge,
-    };
-  }
-
-  if (item.type === 'detection') {
-    const prompt = buildDetectionPrompt(item);
-    const result = await callClaude(prompt, { model: opts.model, disableSkills });
-    const response = result.result || '';
-    const graded = gradeDetection(item, response);
-
-    return {
-      ...tag,
-      ...graded,
-      cost: result.total_cost_usd || 0,
-      subjectPrompt: prompt,
-      subjectResponse: response,
-    };
-  }
-
-  return { ...tag, status: 'SKIPPED' };
-}
-
-function printSummary(results, totalCost, compare) {
-  console.log('\n=== Summary ===');
-
-  if (!compare) {
-    for (const result of results) {
-      console.log(`${result.id.padEnd(10)} ${result.type.padEnd(16)} ${result.status}`);
-    }
-
-    const pass = results.filter((result) => result.status === 'PASS').length;
-    const fail = results.filter((result) => result.status === 'FAIL').length;
-    const review = results.length - pass - fail;
-    console.log(`\n${pass} pass, ${fail} fail, ${review} review, ${results.length} total.`);
-  } else {
-    const byId = new Map();
-
-    for (const result of results) {
-      if (!byId.has(result.id)) byId.set(result.id, {});
-      byId.get(result.id)[result.condition] = result;
-    }
-
-    let changed = 0;
-
-    for (const [id, conditions] of byId) {
-      const skill = conditions.skill?.status || '(missing)';
-      const baseline = conditions.baseline?.status || '(missing)';
-      const same = skill === baseline;
-      if (!same) changed++;
-      console.log(
-        `${id.padEnd(10)} skill=${skill.padEnd(34)} baseline=${baseline.padEnd(34)} ${
-          same ? '(no change)' : '(changed)'
-        }`,
-      );
-    }
-
-    console.log(`\n${changed}/${byId.size} case statuses changed when the skill was available.`);
-  }
-
-  console.log(`Total cost: $${totalCost.toFixed(4)}`);
-}
-
-async function main() {
-  const opts = parseArgs(process.argv.slice(2));
-  const data = JSON.parse(readFileSync(EVALS_PATH, 'utf8'));
-  const validation = validateData(data);
-
-  if (opts.validate) {
-    console.log(`Validated ${validation.caseCount} code-comment-register eval cases.`);
-    return;
-  }
-
-  let cases = data.cases;
-
-  if (opts.only) {
-    cases = cases.filter((item) => opts.only.includes(item.id));
-    const missing = opts.only.filter((id) => !cases.some((item) => item.id === id));
-    if (missing.length > 0) console.error(`Warning: unknown case ids: ${missing.join(', ')}`);
-  }
-
-  if (cases.length === 0) {
-    console.error('No matching cases to run.');
-    process.exit(1);
-  }
-
-  const conditions = opts.compare
-    ? ['skill', 'baseline']
-    : [opts.baseline ? 'baseline' : 'skill'];
-  const work = cases.flatMap((item) =>
-    conditions.map((condition) => ({ item, condition })),
-  );
-
-  console.log(
-    `Running ${cases.length} case(s) x ${conditions.length} condition(s) with model=${opts.model}.`,
-  );
-
-  let totalCost = 0;
-  const results = await mapPool(work, CONCURRENCY, async ({ item, condition }) => {
-    const result = await runCase(item, opts, condition);
-    totalCost += result.cost || 0;
-    console.log(`[${condition}] [${result.status}] ${item.id}`);
-    return result;
-  });
-
-  printSummary(results, totalCost, opts.compare);
-
-  const outPath =
-    opts.out ||
-    path.join(
-      __dirname,
-      'results',
-      `${new Date().toISOString().replace(/[:.]/g, '-')}.json`,
-    );
-
-  mkdirSync(path.dirname(outPath), { recursive: true });
-  writeFileSync(
-    outPath,
-    JSON.stringify(
-      {
-        model: opts.model,
-        judgeModel: opts.judge ? opts.judgeModel : null,
-        compare: opts.compare,
-        baseline: opts.baseline,
-        totalCostUsd: totalCost,
-        results,
-      },
-      null,
-      2,
-    ),
-  );
-
-  console.log(`\nFull transcript: ${outPath}`);
-}
-
-main().catch((error) => {
-  console.error(error);
-  process.exit(1);
-});