Product identity + widen books for DISPLAY, model input byte-identical
IDENTITY (CLAUDE.md top + MASTER-PLAN header). VYNDR is a PREDICTIVE MODEL: it projects what a player will DO and picks accurately. Market edge is a BYPRODUCT of a good prediction, never the success criterion. Success = the forecast is honest about its own confidence AND still ranks -- calibration and resolution, both. No edge/CLV term belongs in a pass/fail gate; they are diagnostics we report, not thresholds a model must clear. A model tuned to beat a closing line has been fitted to the market instead of to the game. Per-sport doctrine (Phillips 2022, classify by what players DO not by position): each sport is its own model -- own variables, archetypes, conditions, calibration, honest ceiling. Shared across sports: ONLY the Bayesian inference math. Truth Law: no fabricated data; honest-absent over invented; label limitations in-band; provisional stays provisional until re-run; documented is not verified. PHASE 2 -- AGGREGATOR WIDENING (live). normalizeProps now emits every DISPLAY book instead of 5 of 18. Before this we discarded 13 books of our own accord and 64.8% of the MLB slate was invisible to users. Every prop carries book_role (both/takeable/reference/dfs/offshore) so the display layer can say WHAT a price is -- a fixed-payout DFS number and a two-way sportsbook price are not interchangeable objects. Unknown books are still dropped. PHASE 3 -- MODEL GATE (the model does not move). bookRoles splits MODEL_BOOKS (the legacy allow-list, character for character) from DISPLAY_BOOKS. Both model paths re-filter before they pick a line: gradeSlateService.dedupeProps (before first-row-wins AND before the limit) and intradayRefreshService.indexOddsProps (which RE-GRADES at the current line -- without the gate, widening would have silently moved locked lines onto books the model has never been calibrated against). A test asserts the graded set is byte-identical through the widening. CURRENT_RULER_VERSION stays v1_first_book. The gate lifts only when the MLB calibration is re-run on the consensus ruler and v2 is promoted. HONEST FRAMING, recorded in the plan: this is an AGGREGATOR win and it does NOT fix the model. WNBA still abstains -- a model problem, not a coverage problem; it is better covered than MLB. MLB isotonic still provisional. The consensus is MARKET, not SHARP: pinnacle, matchbook and polymarket are 0% on both sports, so no sharp anchor exists in our feed. Two superseded tests updated to stronger properties rather than deleted: roleOf now names the KIND of book, and the normalizer test asserts the display set widens WHILE the model set does not. Gates: 4,027 tests / 322 suites green; next build exit 0. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QJs13VsyiSKYQP6rj3NNmc
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@@ -6,7 +6,24 @@ const { getAbbreviation } = require('./teamMap');
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// left OUT — it's the canonical "not-allowed" example in the tests, and
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// VYNDR surfaces regulated US books.)
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// 'thescore' = theScore Bet (PENN), successor to the defunct ESPN BET (item 7).
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const ALLOWED_BOOKS = new Set(['draftkings', 'fanduel', 'betmgm', 'caesars', 'fanatics', 'bet365', 'hardrockbet', 'pointsbet', 'betrivers', 'pinnacle', 'thescore']);
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//
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// ORDER ZERO (2026-08-01) — the allow-list is now TWO sets, because it was
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// answering two different questions with one answer.
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//
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// DISPLAY_BOOKS — what the SURFACES may show. Widened to everything the feed
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// already sends. Before this, we discarded 13 of PropLine's
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// 18 books and 64.8% of the MLB slate was invisible to users.
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// Line shopping across books is the category's #1 free hook.
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// MODEL_BOOKS — what may reach a GRADE. Byte-identical to the old list on
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// purpose: the model has never been measured against the new
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// books, and it must not start eating them until the MLB
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// calibration is re-run on the consensus ruler.
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//
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// `ALLOWED_BOOKS` is kept as an alias for MODEL_BOOKS so existing model-side
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// callers (combatAdapter, consensusRuler's incumbent) keep their old meaning.
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// Every emitted prop now carries `book_role` so no consumer has to re-derive it.
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const { DISPLAY_BOOKS, MODEL_BOOKS, roleOf } = require('../config/bookRoles');
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const ALLOWED_BOOKS = MODEL_BOOKS;
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const MARKET_MAP = {
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// NBA / WNBA props
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@@ -107,7 +124,9 @@ function normalizeProps(eventsWithOdds) {
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if (!Array.isArray(event.bookmakers)) continue;
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for (const bookmaker of event.bookmakers) {
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if (!ALLOWED_BOOKS.has(bookmaker.key)) continue;
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// DISPLAY gate — the model re-filters to MODEL_BOOKS downstream
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// (gradeSlateService.dedupeProps, intradayRefreshService.indexOddsProps).
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if (!DISPLAY_BOOKS.has(bookmaker.key)) continue;
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if (!Array.isArray(bookmaker.markets)) continue;
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@@ -142,6 +161,11 @@ function normalizeProps(eventsWithOdds) {
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player: entry.player,
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home_team: homeTeam,
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away_team: awayTeam,
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// What KIND of price this is. 'dfs' = fixed-payout pick'em, which is
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// NOT a market price and must never enter a consensus or a fair
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// value — it is shown for breadth and tagged so nothing downstream
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// can mistake it for a book.
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book_role: roleOf(bookmaker.key),
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game_time: gameTime,
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stat_type: statType,
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book: bookmaker.key,
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