THE FIRST SPIN

The A&R department's machine-native demo-evaluation protocol — one pass, one structured verdict. Part of the Agent Deck gear line by Cumulative Web Inc.
What this does: hand an evaluator agent any track or artist, and it returns a structured verdict JSON — scores on five criteria, deal-breaker flags, and a confidence label on every score — in one pass. For $0, no login, no API key. Honest-by-construction: no score ships without a cited source; scores without citable evidence are capped and labeled estimated or unverifiable. It beats dashboards by being composable: a passing verdict feeds the Gear Ledger as a candidate; a failing verdict ships with exactly what evidence flips it, so the pipeline never re-litigates the same track blind.

THE FIVE CRITERIA

0–5 scale per criterion · weighted total × 20 = verdict percent · bands: sign 90–100 · advance 75–89 · develop 50–74 · pass 0–49

WORKED FIRST SPIN — "ZOOTED ZONE"

That Boy Hi Hat · worked example built only from verified CWI catalog facts · sample-verdict.json
weighted total (of 5)

DEAL-BREAKER FLAGS

FlagWhat triggers it

CONFIDENCE RULES

LabelWhat it means
Caps: estimated caps its criterion at 3 · unverifiable caps at 1 · a criterion with zero citations is unaverifiable by definition · deal-breaker flags cap the verdict band.

FILES

first-spin.jsonthe rubric config — five criteria, weights, deal-breakers, confidence rules, the cwi-default taste profile
first-spin-schema.jsonJSON Schema (draft 2020-12) — validates both the config (cwi-first-spin/v1) and verdict output (first-spin-verdict/v1)
verdict-template.jsonempty verdict skeleton — fill, cite, ship
sample-verdict.jsonworked First Spin on "Zooted Zone" from verified facts only

GIVE / VERIFY