vyndr/CLAUDE.md

# VYNDR — Claude Code Project Context

## What This Is
Sports betting intelligence SaaS. Real software product.
Three tiers: Free (5 scans), Analyst ($19.99 / $14.99 founder), Desk ($49.99 / $34.99 founder).

## Tech Stack
- Backend: Node.js / Express
- Database: Supabase (PostgreSQL)
- Frontend: React Native (built in Cursor)
- Data: The Odds API ($30/mo), nba_api (free, Python wrapper)
- Caching: Redis — 15min for odds, 24hr for season averages, 1hr for recent games
- Payments: Stripe

## Critical Rules — Non-Negotiable

### 1. NO CODE WITHOUT A SPEC
Every feature requires a spec file in `specs/` before any code is written.
Spec must include: endpoints, data shapes, acceptance criteria, test plan.
Get approval before building.

### 2. WSL2 HEREDOC RULE
WSL2 corrupts heredoc for files over 10 lines.
ALWAYS use Python file-writing: `python3` with triple-quoted strings.
This applies to every file creation operation.

### 3. 5 QUALITY GATES (all must pass before any feature is marked complete)
1. Unit tests pass
2. Integration tests pass
3. Acceptance criteria met (from spec)
4. PR description written
5. CLAUDE.md updated if anything new learned

### 4. BUILD-STATE.md
Update after every session. What shipped, what's next, any blockers.

### 5. BLOCKERS.md
If you hit something you cannot resolve: log it. Don't guess. Don't skip.

## Folder Structure
```
vyndr/
├── src/
│   ├── routes/        # Express route handlers
│   ├── models/        # Supabase data models
│   ├── services/      # Business logic (prop analysis, odds normalization)
│   ├── middleware/     # Auth, rate limiting, scan counting
│   └── utils/         # Helpers, formatters, validators
├── tests/             # Unit + integration tests
├── docs/              # API docs, architecture notes
├── specs/             # Feature specs (write BEFORE code)
├── build-briefs/      # Session summaries
├── CLAUDE.md          # This file
├── ROADMAP.md         # Feature roadmap with phases
├── BUILD-STATE.md     # Current build status
├── BLOCKERS.md        # Unresolved blockers
└── DECISIONS.md       # Architecture decisions log
```

## All-Day Intelligence Layer (Session 23)
Free/cheap content that keeps the platform alive when odds-api props are
empty. NONE of these spend odds-api credits:
- `/api/schedule/:sport` — cache-aside ESPN scoreboard (`scheduleService`),
  self-heals on cache miss. Per-game `hasOdds`/`hasGameLines` flags peek at
  other caches without fetching.
- `/api/gamelines/:sport` — Tank01 book-by-book lines (RAPID_API_KEY quota).
- `/api/streaks/:sport` + `/api/hotlist/:sport` — PURE engines
  (`streaksService`, `hotListService`) computed from cached game logs. NO
  API calls. Logs loaded by `rosterLogs.js` (prefetch blob, else Redis SCAN
  over `gamelogs:{sport}:{player}:{count}`). Empty roster = valid empty state.
- `?stat=` filters narrow streaks/hotlist; categories in `config/statFilters.js`
  (mirror `web/src/config/statFilters.ts`). Discovery: `/api/stats/filters/:sport`.
- Dead providers: set `status: 'dead'` in `config/providers.js` to drop a
  provider from fallback chains + configured list (ParlayAPI host is dead).

## Provider Strategy (Session 30)
Player props now have abundance, not rationing.
- **Player props** — PRIMARY: PropLine (`proplineAdapter`, 3 keys
  `PROPLINE_API_KEY_1/2/3`, 3,000 req/day FREE, rotates per-key; registry
  `propline` priority 1). BACKUP: The Odds API (`ODDS_API_KEY`, 500/month,
  priority 2, conserve). `getOdds()` tries PropLine first when keys present,
  falls back to odds-api; the response + cache carry a `provider` field.
  PropLine is The-Odds-API-compatible → reuses `utils/oddsNormalizer`.
  MLB market keys (`batter_hits`, `pitcher_strikeouts`, …) were added to
  `MARKET_MAP` — without them MLB props normalize to zero.
- **MLB stats** — `mlbStatsAdapter` → statsapi.mlb.com. FREE, no auth,
  unlimited. Game logs, season averages, BvP, probable pitchers. Does NOT
  use the gateway (no quota). Registry `mlb-stats` (`noAuth: true`).
- **Game enrichment** — `scheduleService.getGameSummary(sport, eventId)` →
  ESPN summary (injuries, ESPN Bet odds, ATS, leaders, box score). Free.
- **Game-level odds** — Tank01 (unchanged). Tank01 PLAYER PROPS = empty,
  do not wire.

## Grades Content Pipeline (Session 32)
Closes the content pipeline: `contentTemplateService` reads a `grades:{sport}`
cache "when present" but nothing wrote it, so slate/POTD never reached
`dataLevel: 'full'`.
- **Writer** — `gradeSlateService.gradeAndCacheSlate(sport, props, opts)`
  dedupes props to unique player+stat+line (cap 25, concurrency 5), grades
  BOTH sides via `analyzeViaEngine1` (engine1 is direction-aware — keeps the
  higher-confidence side), sorts by confidence desc, writes
  `grades:{sport}` = `{ grades, updated_at, source }` (TTL 2h). The legacy
  grade shape already matches `normalizeGrade` — no remap needed.
- **Trigger** — fire-and-forget inside `oddsService.recordDownstream` (runs
  on a fresh odds fetch / cache MISS, NOT on cache hits). Does NOT hold the
  odds HTTP response. Gated by `shouldGradeSlate()`: ON by default, OFF when
  `NODE_ENV==='test'` (its feature-compute fan-out would pollute call-count
  assertions), override with `GRADE_SLATE_ON_FETCH=1`/`0`. `0` is the
  operator kill-switch if the per-prop feature-compute cost needs shedding.

## NFL/NHL Props (Session 32)
NFL + NHL wired end-to-end. **the-odds-api keys are `americanfootball_nfl`
and `icehockey_nhl`** (full-name prefix like `basketball_nba`) — NOT
`football_nfl`/`hockey_nhl` (those are PropLine's keys in `proplineAdapter`).
`oddsService.SPORT_KEYS` + `SPORT_MARKETS` carry both; `proplineAdapter.MARKETS`
filled. NHL keys (`player_shots_on_goal`, `goalie_saves`) added to
`MARKET_MAP` so NHL props don't silently normalize to zero in-season.

## Public Route Rate Limiting (Session 32)
`middleware/rateLimit` (`createRateLimit`, in-memory per-IP, independent
bucket per call site) now mounts via `router.use` at the top of every public
cached router: odds + parlay = 30/min, schedule/gamelines/streaks/hotlist/
content/lines/books = 60/min. `/api/analyze` keeps its own 10/min.

## Frontend ↔ Backend Wiring (Session 25 — non-obvious)
A new Express route under `/api/*` is NOT reachable from the browser until
a matching **Next.js proxy route** exists at `web/src/app/api/.../route.ts`
that forwards to `${BACKEND_URL}/api/...`. The browser hits the Next origin,
not Express directly. This bit us: schedule/gamelines/streaks/hotlist
endpoints worked on Express but 404'd in the UI for two sessions. When
adding a backend endpoint the frontend calls, ALWAYS add the proxy too
(pattern: `web/src/app/api/odds/nba/route.ts`).

Tank01 betting-odds real shape: sportsbooks are TOP-LEVEL keys on each
game object (`{ awayTeam, homeTeam, bet365:{...} }`), not a `sportsBooks`
array. Filter `NON_BOOK_KEYS` to extract books (see `gameLines.js`).

## VYNDR 2.0 Design System (Session 33 — Phase A+B)
Multi-session frontend conversion of the claude.ai/design "VYNDR 2.0" handoff
(NOT a backend change). Foundation shipped; pages/mobile/systems are Sessions
34+. Source of truth = the prototype's `vyndr.css` + `VYNDR_HANDOFF.md`.
- **Tokens** live in `web/src/app/globals.css` `:root`. The NEW canonical set
  is the short names: grades `--g-ap/--g-a/--g-b/--g-c/--g-d`, sports
  `--s-nba/--s-mlb/--s-wnba/--s-soccer`, `--amber`, `--live/--hit/--miss`,
  `--scan-op` (0.04), `--glitch` (1), `--sans` (Inter), `--mono` (JetBrains
  Mono). The legacy alias block (`--grade-a`, `--nba`, `--accent`, …) is KEPT —
  do not delete it until every consumer is migrated.
- **Two hard brand rules:** (1) JetBrains Mono (`var(--mono)` / `.mono`) for ALL
  data — odds, %, timestamps, book names, stat lines, grades; Inter
  (`var(--sans)`) for everything else. (2) Glitch animations apply ONLY to
  chrome (wordmark, headers-on-hover, dividers, loaders, living layer). DATA
  NEVER GLITCHES.
- **Glitch keyframes** (§4) are appended to globals.css after the legacy block —
  later-wins where names collide, so the appended VYNDR-2.0 definitions are
  authoritative. Entrance keyframes floor at the visible state (`fade-in` from
  opacity .6) so a paused frame is never invisible.
- **Shared components**: `@/components/vyndr/*` (Wordmark, GradeBadge,
  SportBadge, TerminalInput, SectionHead, VBtn, Card, Sparkline, Ticker), helpers
  in `web/src/lib/vyndrTokens.js`. The NEW Wordmark is `.wm` markup at
  `@/components/vyndr/Wordmark`; the legacy `@/components/Wordmark` (`.wordmark`)
  is still used by Nav until pages convert. `vyndrTokens.js` is CommonJS so it's
  importable by `.tsx` (allowJs) AND requireable by the plain-JS Jest suite —
  keep helper logic there so it stays genuinely unit-testable.
- **a11y layer** (§10): `<html data-contrast|data-text|data-cb|data-font|
  data-motion>` overrides in globals.css. Wiring the toggles to these attrs is
  Phase G (Session 38).

## VYNDR 2.0 App Shell (Session 34 — Phase C)
The frame every page sits in. Frontend-only.
- **Routing config** = `web/src/lib/routes.js` (CommonJS so it's unit-testable):
  `GATED_ROUTES`, `OPEN_ROUTES`, `HASH_ALIASES`, `isGatedRoute()`,
  `resolveHashAlias()`. GATED is deliberately narrow — only personal surfaces
  (ledger/tracker/account/profile/settings/notifications/invite). dashboard +
  scan stay OPEN (the free-scan funnel); gating them would be a monetization
  regression.
- **Auth gate = CLIENT-side** (`components/AuthGate.tsx`, mounted around `<main>`
  in layout). Our Supabase session lives in localStorage, not an httpOnly cookie,
  and `middleware.ts` is locale-only — a server middleware can't read it. The
  gate uses `useAuth().loading/user` + `isGatedRoute()` and redirects to
  `/login?next=<path>` (the param `/login` already consumes). Do NOT try to move
  this to middleware without first adding `@supabase/auth-helpers-nextjs` +
  cookie sessions (a separate, larger change).
- **Hash deep-links**: `components/vyndr/HashRedirect.tsx` translates
  `#scan`/`#terminal`/… → real Next routes once on mount. We keep file-based
  routing; hashes are just redirect aliases for old share links / PWA shortcuts.
- **Nav** (`components/Nav.tsx`): uses the new `@/components/vyndr` Wordmark
  (`.wm`), mono uppercase links, active = `--g-a`, a More dropdown, and a
  **Ticker** under the bar. The fixed header is 60px nav + 32px ticker, so layout
  `main` paddingTop is **96** (not 64) — keep that in sync if the header height
  changes.
- **Footer** (`components/Footer.tsx`) is mounted GLOBALLY in the layout (not
  per-page). System voice + "BUILT BY KEVON BUTLER · DETROIT".
- **404** (`app/not-found.tsx`) is the north star — scanlines, crt-sweep, glitch
  wordmark, amber 404. Interactive CTAs live in client `NotFoundActions` so the
  page stays a server component (keeps its metadata export).
- **RouteStub** (`components/vyndr/RouteStub.tsx`) backs not-yet-built routes
  (terminal/compare/invite/help/about/notifications). Never stub over a route
  that already has real content.

## VYNDR 2.0 Core Screens (Session 35 — Phase D)
- **Grade Result Card** = `@/components/vyndr/GradeResultCard` (the product's
  core moment) + `ProcessingGrade` (the factor-ignite reveal that precedes it).
  Feed them the §7 contract via `lib/gradeAdapter.js` (`mapScanToGradeResult`).
  The adapter is CommonJS (unit-testable) and **tier-gates content**: free =
  3-signal teaser, no kill conditions, no alt ladder; analyst = full signals +
  kill conditions; desk = + alt ladder. Keep that gating — the card itself shows
  whatever it's given, so the giveaway-prevention lives in the adapter.
  GradeResultCard returns the inferred JS-object type loosely, so cast
  `mapScanToGradeResult(...) as GradeResultData` at call sites (the JS adapter
  has no TS types).
- **Scan grade flow** (`app/scan/page.tsx`) now renders ProcessingGrade→
  GradeResultCard. The existing search/limit/parlay logic, `markReadComplete`
  reads tracking, and `noopener noreferrer` sportsbook deep-links were preserved
  — don't drop those when iterating.
- **GameCard** = `@/components/vyndr/GameCard` (Bloomberg best/worst line cells:
  best = `rgba(0,212,160,.13)` + green left border, worst = subtle red). Built +
  tested but NOT yet swapped into the live `dashboard`/`Slate.tsx` — that
  data-mapping swap is a pending task; don't assume the dashboard uses it yet.
- **Terminal** (`app/terminal/page.tsx`) is a real page now (server component,
  sample intel data) — no longer a RouteStub. Real-data wiring is later.
- **ClaimMeter** = `@/components/vyndr/ClaimMeter` (founder-seat scarcity), on the
  landing under the Hero.

## VYNDR 2.0 Remaining Screens (Session 36 — Phase E)
- **Dashboard lines** — `lib/slateAdapter.js` (`parseAmericanOdds`,
  `detectBestLines`, `mapScheduleToGameCards`) is the testable best/worst-line
  engine. The LEGACY `components/GameCard.tsx` (used by the live Slate, with
  inline grading) was RESKINNED to render its game-lines grid via
  `detectBestLines` (best = green tint + green left border, worst = subtle red)
  + SportBadge. IMPORTANT: the live Slate still uses the legacy GameCard, NOT
  `vyndr/GameCard` — a full swap needs inline grading ported into the new
  component first (slateAdapter + vyndr/GameCard are ready for it).
- **Real pages** (were RouteStubs): `compare`, `invite`, `help`, `about`. Only
  `/notifications` is still a RouteStub (keep the Session-34 stub test in sync if
  you convert it).
- **Reskinned** (logic preserved): `login` (scanlines + "ACCESS THE SIGNAL"),
  `pricing` (+ ClaimMeter). `account` redirects to `/profile`.

## VYNDR 2.0 Mobile Parity (Session 37 — Phase F)
- **Bottom tab bar** = `components/BottomTabBar.tsx`: 5 tabs (Slate/Terminal/
  Scan/Ledger/More), Scan is the prominent raised grade-green action, More opens
  an integrated bottom sheet. Shown for ALL users (anon included — it's the only
  mobile nav); hidden on auth flows + landing via `HIDE_ON`, and hidden ≥768px
  via the `.mobile-tab-bar` rule in globals.css. The Nav hamburger is retired on
  mobile (the tab bar owns nav); the Nav's mobile panel is now dead code.
- **Mobile CSS** lives in the "MOBILE PARITY" section of globals.css: `main`
  bottom-padding clears the 64px bar + safe-area <768px; `.grade-hero` (the
  GradeResultCard letter) → 80px <640px; `.terminal-grid` stacks <768px;
  `.game-lines-grid` horizontal-scroll. Class hooks: `grade-hero`, `terminal-grid`.
- **PWA**: manifest has shortcuts (Slate/Scan/Terminal) + categories
  [sports,finance,productivity]; layout viewport sets `viewportFit: 'cover'`.
- BUILD GOTCHA: don't use `as const` on heterogeneous config arrays (TABS) — it
  makes each entry a distinct literal type and optional props fail type-check.
  Use a shared interface. And the build worker exits code 1 on type errors —
  check the build EXIT CODE, not just a `| tail` of its output.

## VYNDR 2.0 Systems (Session 38 — Phase G)
Testable CommonJS modules in `lib/` + thin React glue:
- **`lib/parlayMath.js`** — frontend correlation model (player 0.62 / team 0.34 /
  league 0.06 / cross-sport 0), `parlayGrade` penalty, grade→odds. Backend
  parlayService (S28) still owns server combined odds.
- **`lib/oddsFormat.js`** — `fmtOdds(value, format)`. CRITICAL: only signed-int
  strings + integer numbers are odds; totals/lines/spreads pass through UNCHANGED
  (`parseMoneyline`). This is intentionally stricter than the prototype's parseAm
  (which would mis-convert 228.5) — keep it that way.
- **`lib/prefs.js`** — `applyPrefs` sets `<html data-*>` (the S33 CSS layer keys
  off these), load/save to `localStorage('vyndr_prefs')`.
- **`lib/liveTick.js`** — single tick store; never auto-starts (SSR/test-safe),
  `start()` runs the unref'd 1s interval, `tick()` emits a fresh state object.
- **`lib/checkout.js`** — `checkoutUrl(plan)`.
- **`components/vyndr/LiveLayer.tsx`** (`useLive`/`LiveNumber`/`HeartbeatBar`) +
  **`GlobalHosts.tsx`** (mounted in layout — applies prefs, registers
  `window.__prefs`/`__goPaywall`/`__checkout`, hosts Prefs + Paywall modals).
- Header is now 124px tall (nav 60 + ticker 32 + heartbeat 30): layout `main`
  paddingTop = 124, Slate sticky `top` = 122. Keep them in sync if header changes.
- GOTCHA: don't return a `Set.delete`-based unsub directly from `useEffect`
  (returns boolean ≠ valid cleanup) — wrap as `() => { unsub(); }`.

## VYNDR 2.0 Conversion COMPLETE (Session 39 — Phase H QA)
The 7-session design conversion (33–39) is done and parity-verified against §13.
- Parity invariants are locked by `tests/unit/vyndrParityQA.test.js` — if you
  later add a glitch class to a data component, a raw `#00ffb8`/sport hex, a dead
  `onClick={}`, or break the gated-route list, that suite fails. Keep it green.
- INTENTIONAL hex (do NOT "fix" to tokens): `var(--token, #fallback)` fallbacks,
  Next metadata `themeColor`, and the bespoke intel-surface/red-tint text shades
  (#e8fff4/#bdf5e2/#ff8a8a/#ff8b7a/#ffb0a4/#ffd9a8/#04140f) ported from the
  prototype — no token equivalent.
- The GradeResultCard hero LETTER is intentionally `var(--sans)` (display),
  matching the prototype; all grade DATA rows + the GradeBadge chip are mono.
- DEFERRED (never in 33–39 scope): a true ⌘K command palette (Nav `›` Query
  currently links to /scan).
- TEST DE-FLAKE: `soccerFeatureExtractorCascade` gets `jest.setTimeout(20000)` —
  it falls through to live adapters on cache miss and flaked at Jest's 5s default
  under full-suite load (same family as the S32 pipeline test).

## P0 Audit Fixes (Session 41 — non-obvious)
- **THREE stat_type whitelists must stay in sync.** A prop's `stat_type` is
  gated in `src/routes/analyze.js` (`/prop` + `/batch`), `src/routes/scan.js`
  (parlay legs), AND `src/services/python/utils/validation.py`. Adding a sport's
  stats to one without the others silently 400s. The S41 MLB bug was exactly
  this: Python had the MLB set; both Node gates didn't. `mlbGrader.js` is DEAD
  CODE (required nowhere) — the live MLB grade path is the generic engine1
  feature pipeline, which keys off the Python validator's exact stat names
  (`rbi`/`runs`/`innings_pitched`, NOT `rbis`/`runs_scored`/`outs_recorded`).
- **`tests/integration/analyze.test.js` sits exactly at the 10-req/min IP rate
  limit** (`createRateLimit max:10`, no reset hook). Adding any HTTP test there
  429s the later cases. Put new analyze-route HTTP tests in a SEPARATE file
  (jest isolates module state per file → fresh limiter): see
  `tests/integration/analyzeMlbStats.test.js`.
- **Fonts are self-hosted via `next/font/google`** (layout.tsx): Inter→
  `--font-sans`, JetBrains_Mono→`--font-mono`, IBM_Plex_Mono→`--font-ibm`, all
  set on `<html className>`. globals.css `:root` maps `--sans`/`--mono`/
  `--ibm-mono` onto them. CRITICAL: next/font OBFUSCATES family names, so literal
  `'JetBrains Mono'`/`'IBM Plex Mono'` in CSS or inline `fontFamily` no longer
  resolve — always reference the variable. The old `fonts.googleapis.com` CDN
  `<link>` is GONE (it 503'd in prod). ShareCard canvas still uses literal names
  (canvas can't read CSS vars) — knowingly left.
- **Redirect routes** use server-component `redirect()` from `next/navigation`
  (`/settings`→`/profile`, `/report`→`/blog`). `/settings/security` is a REAL
  MFA enrollment page — do NOT clobber it into a redirect.
- **Profile tier** reads from `useAuth().tier` (the nav's source), not the
  `/api/user/profile` fetch, so the two can't disagree.

## Player Intelligence System (Session 42 — non-obvious)
Built from the Claude Design "VYNDR Player Intelligence" bundle.
- **Archetypes (41, NOT 45)** — 15 NBA + 5 WNBA-unique + 15 MLB + 6 soccer. The
  canonical registry is `src/services/archetypeService.js` (`ARCHETYPES` keyed by
  UPPERCASE name; classify/getArchetype). The frontend visual map (color + glyph
  SVG + desc) is duplicated in `web/src/lib/archetypes.js` because the browser
  can't import the backend; a test asserts the colors MATCH. Colors are unique
  WITHIN a sport but REUSED across sports (a TWO-WAY archetype is purple in NBA +
  WNBA) — don't "dedupe" them. `classify(sport, stats)` is a feature-scoring
  classifier → `{ primary, secondary|null, blend: [{archetype, weight}] }`.
- **StatStrip rule** — player name appears ONCE; stats are horizontal mono runs.
  Never stack the name per stat. `components/vyndr/StatStrip.tsx` (compact +
  expanded). `vyndr/GameCard` prefers `playerStrips` (grouped) over legacy
  per-prop rows; both kept for back-comat.
- **Stats API** — `src/routes/stats.js` ALREADY existed (filters/public/live);
  Session 42 ADDED `/player/:name`, `/leaders`, `/game/:id` (don't recreate the
  file). Aggregation logic is in `src/services/playerIntelService.js` (testable;
  inject `cacheGet`). The name param is sanitized there (strip non-name chars,
  cap 60). Reads `grades:{sport}` cache for a player's props. Frontend needs the
  Next proxy (`app/api/stats/player|leaders/route.ts`) — Express isn't reachable
  from the browser directly (same rule as S25).
- **Player links** — always via `web/src/lib/playerHref.js` → `/player/:name?sport=`.
- **GradeResultCard / gradeAdapter** — new card sections (archetypeBlend, propDNA,
  statContext, vyndrIntel) are OPTIONAL + self-hiding; `gradeAdapter.buildIntelFields`
  only populates them when the engine supplies `archetype`/`season_avg`/`form`/etc.
  They light up once the Session-43 data pipeline feeds them — no empty boxes now.
- **Settings** — `/settings` is now a REAL page (replaced the S41 redirect). It
  LINKS to `/settings/security` (the real MFA page) — never overwrite that. Danger
  zone delete is gated on `deleteText === 'DELETE'`; there's NO backend deletion
  endpoint yet, so the confirmed action surfaces an honest "email support" message
  rather than faking success.
- **Components added to the barrel**: ArchetypeBadge, ArchetypeBlend, StatStrip,
  BookChip (`@/components/vyndr`). Book brand map = `web/src/lib/books.js`.

## Data Pipeline Wiring (Session 43 — non-obvious)
- **Dropdown z-index P0** — the `<nav>` uses `backdrop-filter`, which creates a
  stacking context. The living-layer bars (`Ticker`, `HeartbeatBar`) render as
  siblings AFTER it, so dropdowns that overflow below the 60px nav got covered.
  The nav carries `position:relative; zIndex:2` to float above them — don't
  remove it, and keep dropdown menus at `zIndex:100`.
- **MLB real stats** — `mlbStatsAdapter` is id-keyed; Session 43 added
  `searchPlayer(name)` (resolves via the cached season player list) +
  `getPlayerStats(name)`. `playerIntelService.resolvePlayerStats(name, sport)`
  normalizes the raw statsapi.mlb.com object into the archetype classifier's
  input shape + display rows. `getPlayerIntel` classifies from REAL stats now.
  Adapters are injectable (`opts.mlbAdapter`/`opts.resolveStats`) — tests never
  hit the network. NBA/WNBA uses `nbaStatsClient` (Python service, usually
  offline in prod → degrades to `found:false`, NOT an error).
- **Grade-card intel** — `analyzeViaEngine1.buildIntelFields(features)` computes
  stat-context + form/usage/matchup/rest from the EXISTING feature vector (no
  extra I/O) and `Object.assign`s them onto the legacy result. `gradeAdapter`
  maps them into the card. Archetype is deliberately NOT attached at grade time
  (the per-prop feature vector has no multi-stat season line) — that strip waits
  for the Session-44 pipeline. Keep grade-time I/O at zero (slate grades in tight
  loops; this is why archetype isn't fetched per-prop).
- **slateAdapter** now emits `playerStrips` (`groupPropsByPlayer`) + `pitchers`
  (`mapPitchers`) on every card. The LIVE slate still uses the legacy
  `components/GameCard` (which ignores those + renders `BookChip` in its line
  grid); the full swap to `vyndr/GameCard` is still pending (needs inline grading
  ported). `mapPitchers` returns undefined for non-MLB / no probables.
- **depthChartService** (`getLineup`/`getDepthChart`/`getCascadeProjection`) +
  `/api/stats/lineup|depth|cascade` are the foundation; all graceful + injectable.
  `matchesTeam` must guard empty names (`t.includes('')` is always true) — and
  the schedule `find` checks `g.home`/`g.away`, not the game object.

## VYNDR Original Archetypes + Make-It-Visible (Session 44 — non-obvious)
- **Archetype names are VYNDR Originals** (TORCH/BOMBER/ALPHA/…), NOT the old
  descriptive labels. The registry keys in `archetypeService.js` + the map keys
  in `lib/archetypes.js` are the new names; each carries `legacyName`/`legacy`
  (the old label, NEVER displayed). `getArchetype()` + `archetypeInfo()` +
  `badgeStyle()` resolve legacy names → the canonical VYNDR name (defends stale
  cached data). The `classify()` scorer objects use the new keys too — if you
  edit a threshold, use the new key. Full mapping is in `BACKEND_HANDOFF.md`.
- **MLB power merge:** there's ONE power archetype (BOMBER) — it fires for any
  high-HR bat (incl. high-K sluggers like Judge → BOMBER). The old POWER PULL
  slot became WHIFF (strikeout-artist pitcher). Don't re-split power.
- **`BACKEND_HANDOFF.md`** (repo root) is the canonical frontend↔backend data
  contract — update it in the same commit when an endpoint/component shape changes.
- **Grade-card intel gotcha:** the engine→tierGating→/api/scan chain already
  preserves the intel fields (everything spreads `...result`/`...data`). The bug
  was `scan/page.tsx` passing a hardcoded field subset to `mapScanToGradeResult`
  — it must forward season_avg/last10_avg/form/usage/matchup_grade/rest/archetype
  /archetype_blend/prop_dna (and `ScanResponse` must type them) or the card
  sections stay hidden.
- **Stale games:** `slateAdapter.isRelevantGame(game, now)` drops completed games
  >24h old; `Slate.filteredGames` applies it. Schedule TTL is 60s.
- **GameCard swap is DEFERRED** (Kev's call): the live Slate keeps the legacy
  on-demand "Read" card as a bridge until the snapshot pipeline lands. The
  on-demand grade model is being retired for a pre-graded snapshot model; the
  vyndr/GameCard (playerStrips/pitchers) is built for that and swaps in then.
  Don't swap it before the grades cache is populated (cards would be blank).

## Active Skills
- vyndr-voice (all user-facing output)
- prop-analysis (grading methodology)
- monetization-system (scan-5 pitch, tier conversion)