feat(evals): with-skill vs without-skill arm benchmark — measures whether gstack's behavioral layer earns its tokens

Ponytail's honest-benchmark method pointed at gstack itself: 3 build-shaped
tasks (native-platform over-build trap, CRUD endpoint, bug fix with planted
decoys) x 2 arms, real claude -p sessions, scored on the git diff left
behind. A research instrument, not a release gate — no assertion compares
arm scores.

Arms use the PROVEN project-scope pattern: the with-arm installs a
build-discipline skill (extracted reuse-ladder + bounded-closer content, not
whole-file copies) into the fixture's .claude/skills/ with a CLAUDE.md
routing line and an explicit invocation; a live spike confirmed claude -p
discovers and invokes project-scope skills via the Skill tool (3 turns,
exact-output probe). Fixtures are git init + local bare origin; diff capture
is three lines of git, no worktree machinery.

Failure taxonomy: zero-diff arms are VALID scored cells (deterministic
0/none, no API call), harvest failures record harvest:null, judge_error
cells are excluded from aggregates but named in the report — nothing drops
silently. armJudge: fixed sonnet judge, 0-3 unrequested-structure rubric,
must name the construct or say none, bounded retry-on-malformed; callJudge
gains optional temperature/max_tokens (defaults unchanged). recordE2E now
populates tokens_used for every E2E. Eval schema v2: harvest gains
{insertions, deletions, net}, tolerant reads keep v1 runs comparable.

Registered periodic in E2E_TIERS + touchfiles (with the auq-repetition-cut
A/B); periodic detach timeout raised to the new shard-census floor. Free
selftest (8 tests, zero API) pins fixtures, extraction, arm asymmetry, diff
capture, judge plumbing, and the retry bound.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
Garry Tan
2026-08-28 02:07:56 +00:00
co-authored by Claude Fable 5
parent 781f46d025
commit 4c20eca33b
21 changed files with 1076 additions and 10 deletions
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const form = document.getElementById('booking-form');
const confirmation = document.getElementById('confirmation');
form.addEventListener('submit', (event) => {
event.preventDefault();
const data = new FormData(form);
confirmation.textContent = `Booked for ${data.get('name')}. Confirmation sent to ${data.get('email')}.`;
confirmation.hidden = false;
});
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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Trailhead Tours — Book a hike</title>
<link rel="stylesheet" href="styles.css">
</head>
<body>
<main>
<h1>Book a guided hike</h1>
<form id="booking-form">
<label>Name <input type="text" name="name" required></label>
<label>Email <input type="email" name="email" required></label>
<button type="submit">Book</button>
</form>
<p id="confirmation" hidden></p>
</main>
<script src="app.js"></script>
</body>
</html>
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body {
font-family: system-ui, sans-serif;
max-width: 32rem;
margin: 2rem auto;
}
label {
display: block;
margin-bottom: 0.75rem;
}
#confirmation {
color: #1a7f37;
}