Novel Analytics -- Uniquely Auditable Measurements

The honest claim on this page is not "no one else can measure these." Every method below already exists in the literature, and each analytic ships with a prior-art receipt that says so -- two verdicts of INCREMENTAL, one ALREADY_DONE_ON_CORE_METHOD, and one N/A (an internal hygiene artifact that borrows no novelty). The word "novel" here means one thing only: uniquely auditable.

What is uniquely auditable is the combination -- each measurement is (a) run across the multi-sport corpora this system actually holds (NBA, MLB, soccer, tennis), (b) preregistration- and mask-gated so thin buckets can never masquerade as findings, (c) provenance-stamped to a JSON you can open and a module you can re-run to the same number, and (d) shipped with its own honest prior-art verdict, including the ones that say "this is not our method." The market beats our in-game model at nearly every checkpoint below, and this page says so before it says anything else. That spread of honest verdicts -- not a novelty claim -- is the transferable thing. No entry claims "first ever"; each carries the receipt that would refute it.

All five modules live in scripts/platformkit/analytics_showcase/, each cross-referenced in docs/ANALYTICS_CATALOG.md. Every one ran once on 2026-07-22.

Five measurements, five honest verdicts: two INCREMENTAL, one ALREADY_DONE_ON_CORE_METHOD, one N/A internal-hygiene artifact, and -- across all of them -- a market that is sharper than our in-game model at nearly every checkpoint. None of that is a novelty claim, and that is the whole point. The field has these instruments; what this system adds is that each one runs across the multi-sport corpora we actually hold, behind preregistered masks that keep thin buckets from becoming findings, writes a provenance-stamped JSON you can re-run to the same number, and ships with the prior-art receipt that would refute any "first-ever" boast. The transferable skill is not a new metric -- it is measurements built so the honest reading is the only available one, and so the ones that lose to the market say so in numbers. Full per-analytic caveats live in docs/ANALYTICS_CATALOG.md; the truth-source for every figure is docs/JOB_EVIDENCE_PACKET.md.