Session F (night2): Phase 5 — records + dossier

5.1 Archetype defined on-page: one line from the archetype library under
    ARCHETYPE DNA (BOMBER — elite raw power…); expander keeps the long form.
5.2 VYNDR-on-team live: getModelAggregate team scope (migration-020 column)
    + /api/ledger/model?team= + ModelRecord mounted on the Team Hub header.
5.3 WNBA/NBA profile parity: minutes-based usage (+MIN season cell) when
    the feed carries minutes — absent beats invented.
5.4 Settings read meter: real rolling-24h usage from the SAME store the
    limiter enforces (GET /api/user/scan-meter + proxy). Metered tiers see
    'X of N reads today' + bar; unlimited tiers see nothing. Corrects the
    stale '5 scans / month' copy.
5.5 Per-tier calibration on the MODEL tab: A+/A/B/C chips with hit% at
    n>=20 PER TIER, 'building (n/20)' below — the separation between tiers
    is the proof the grades mean something.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

src/app.js

@@ -130,6 +130,8 @@ app.use('/api/stats', statsRoutes);
 app.use('/api/props', propsRoutes);
 // Session 60 (night2/E) — the scan search box's canonical player resolver.
 app.use('/api/players', require('./routes/players'));
+// Session 60 (night2/F) — per-user utility reads (Settings scan meter).
+app.use('/api/user', require('./routes/user'));
 app.use('/api/waitlist', waitlistRoutes);
 app.use('/api/pipeline', pipelineRoutes);
 app.use('/api/share-card', shareCardRoutes);

src/middleware/scanLimit.js

@@ -93,7 +93,23 @@ function resetForTests() {
   hits.clear();
 }
 
+/**
+ * Session 60 (night2/F, 5.4) — read-only usage for the Settings meter.
+ * Reports the SAME rolling-24h window the limiter enforces, from the same
+ * store — the meter can never disagree with the gate. Infinity limit →
+ * { unlimited: true }.
+ */
+function scanUsage(req) {
+  const tier = req.user?.tier || 'free';
+  const limit = getScanLimit(tier);
+  if (limit === Infinity) return { tier, unlimited: true, used: null, limit: null };
+  const ts = hits.get(clientKey(req));
+  const used = ts ? pruneOlderThan(ts, Date.now() - WINDOW_MS) : 0;
+  return { tier, unlimited: false, used, limit, remaining: Math.max(0, limit - used) };
+}
+
 module.exports = {
   scanLimit,
+  scanUsage,
   __internals: { hits, clientKey, resetForTests, WINDOW_MS, MAX_TRACKED },
 };

src/routes/ledger.js

@@ -84,6 +84,8 @@ router.get('/model', async (req, res) => {
         ? String(req.query.sport).toLowerCase() : undefined,
       // VYNDR-on-player (work-order 1.4/5.2): per-player public record.
       playerKey: req.query.player ? nameKey(String(req.query.player).slice(0, 60)) : undefined,
+      // VYNDR-on-team (5.2, migration 020): exact statsapi team name.
+      team: req.query.team ? String(req.query.team).slice(0, 60) : undefined,
     });
     let entries = [];
     if (sb) {

src/routes/user.js

@@ -0,0 +1,27 @@
+'use strict';
+
+/**
+ * /api/user — per-user utility reads (Session 60, night2/F).
+ *
+ * GET /scan-meter (auth) — the Settings read meter: real usage from the
+ * SAME rolling-24h store the scan limiter enforces. Metered tiers get
+ * { used, limit, remaining }; unlimited tiers get { unlimited: true }
+ * (the UI hides the meter).
+ */
+
+const express = require('express');
+const { requireAuth } = require('../middleware/auth');
+const { scanUsage } = require('../middleware/scanLimit');
+
+const router = express.Router();
+
+router.get('/scan-meter', requireAuth, (req, res) => {
+  try {
+    return res.json(scanUsage(req));
+  } catch (err) {
+    console.error('[user/scan-meter]', err.message);
+    return res.status(200).json({ tier: req.user?.tier || 'free', unlimited: false, used: null, limit: null });
+  }
+});
+
+module.exports = router;

src/services/ledgerService.js

@@ -375,13 +375,14 @@ async function getModelAggregate(opts = {}) {
   const since = new Date(nowMs - AGG_WINDOW_DAYS * 24 * 3600 * 1000).toISOString().slice(0, 10);
 
   let settledQ = sb.from('ledger_entries')
-    .select('outcome, clv_result, player_key')
+    .select('outcome, clv_result, player_key, grade')
     .is('user_id', null)
     .not('outcome', 'is', null)
     .gte('game_date', since)
     .limit(AGG_FETCH_LIMIT);
   if (opts.sport) settledQ = settledQ.eq('sport', String(opts.sport).toLowerCase());
   if (opts.playerKey) settledQ = settledQ.eq('player_key', opts.playerKey);
+  if (opts.team) settledQ = settledQ.eq('team', opts.team); // Session 60 (5.2) — VYNDR-on-team
   const { data: settledRows, error } = await settledQ;
   if (error) return { ...empty, error: error.message };
 
@@ -391,9 +392,19 @@ async function getModelAggregate(opts = {}) {
     .is('outcome', null);
   if (opts.sport) pendingQ = pendingQ.eq('sport', String(opts.sport).toLowerCase());
   if (opts.playerKey) pendingQ = pendingQ.eq('player_key', opts.playerKey);
+  if (opts.team) pendingQ = pendingQ.eq('team', opts.team);
   const { count: pending } = await pendingQ;
 
   const agg = { ...empty, pending: pending || 0 };
+  // Session 60 (5.5) — calibration by grade tier (A+ alone, then first
+  // letter). Same n≥20 rule PER TIER: a tier below threshold reports a
+  // null pct and the UI shows "building", never a small-sample %.
+  const tierOf = (g) => {
+    const s = String(g || '').trim().toUpperCase();
+    if (!s) return null;
+    return s === 'A+' ? 'A+' : s[0];
+  };
+  const byTier = {};
   for (const r of settledRows || []) {
     agg.settled += 1;
     if (r.outcome === 'hit') agg.hits += 1;
@@ -405,7 +416,22 @@ async function getModelAggregate(opts = {}) {
       else if (r.clv_result === 'faded') agg.clv_faded += 1;
       else agg.clv_flat += 1;
     }
+    const t = tierOf(r.grade);
+    if (t) {
+      byTier[t] = byTier[t] || { settled: 0, hits: 0, misses: 0, pushes: 0, hit_pct: null };
+      const b = byTier[t];
+      b.settled += 1;
+      if (r.outcome === 'hit') b.hits += 1;
+      else if (r.outcome === 'miss') b.misses += 1;
+      else if (r.outcome === 'push') b.pushes += 1;
     }
+  }
+  for (const t of Object.keys(byTier)) {
+    const b = byTier[t];
+    const d = b.hits + b.misses;
+    if (b.settled >= MIN_AGG_SAMPLE && d > 0) b.hit_pct = Math.round((b.hits / d) * 100);
+  }
+  agg.by_tier = byTier;
   const decided = agg.hits + agg.misses;
   // n<20 → null: never render a percentage on a small sample.
   if (agg.settled >= MIN_AGG_SAMPLE && decided > 0) {

src/services/playerIntelService.js

@@ -156,7 +156,13 @@ async function resolvePlayerStats(name, sport, opts = {}) {
             { k: 'PPG', v: String(ci.ppg ?? '—') }, { k: 'RPG', v: String(ci.rpg ?? '—') },
             { k: 'APG', v: String(ci.apg ?? '—') }, { k: 'BLK', v: String(ci.bpg ?? '—') },
           ];
-          return { found: true, team: e.team || '', classifierInput: { ...ci, pos: e.position }, season, last10: [], splits: [] };
+          // Session 60 (5.3) — WNBA/NBA parity: minutes-based usage on the
+          // profile (the basketball equivalent of AB/G). Only when the feed
+          // carries minutes — absent beats invented.
+          const mpg = Number(ci.mpg ?? ci.min ?? ci.minutes);
+          const extra = Number.isFinite(mpg) && mpg > 0 ? { usage: `${Math.round(mpg)} min` } : {};
+          if (extra.usage) season.push({ k: 'MIN', v: String(Math.round(mpg)) });
+          return { found: true, team: e.team || '', classifierInput: { ...ci, pos: e.position, ...extra }, season, last10: [], splits: [] };
         }
         return { found: false };
       }

tests/unit/ledgerService.test.js

@@ -233,3 +233,22 @@ describe('getModelAggregate — never a % under min sample', () => {
     expect(agg.beat_close_pct).toBe(65);   // 13 beat / 20 with clv
   });
 });
+
+// Session 60 (night2/F, 5.5) — calibration by grade tier.
+describe('getModelAggregate — per-tier calibration (n≥20 per tier)', () => {
+  test('a tier at 20+ settles gets a pct; a small tier stays building (null)', async () => {
+    const sb = fakeSb();
+    const rows = [
+      ...Array.from({ length: 14 }, () => ({ outcome: 'hit', clv_result: null, grade: 'A' })),
+      ...Array.from({ length: 6 }, () => ({ outcome: 'miss', clv_result: null, grade: 'A-' })),
+      ...Array.from({ length: 3 }, () => ({ outcome: 'hit', clv_result: null, grade: 'B' })),
+    ];
+    sb._state.selectResults = [rows];
+    sb._state.countResult = 0;
+    const agg = await ledger.getModelAggregate({ sb });
+    expect(agg.by_tier.A.settled).toBe(20);   // A + A- bucket together
+    expect(agg.by_tier.A.hit_pct).toBe(70);   // 14/(14+6)
+    expect(agg.by_tier.B.settled).toBe(3);
+    expect(agg.by_tier.B.hit_pct).toBeNull(); // under 20 → building
+  });
+});

web/src/app/api/user/scan-meter/route.ts

@@ -0,0 +1,22 @@
+import { NextRequest, NextResponse } from 'next/server';
+
+export const dynamic = 'force-dynamic';
+
+const BACKEND_URL = process.env.BACKEND_URL || 'http://localhost:3000';
+
+/** Scan-meter proxy (Session 60, night2/F) — forwards the caller's auth to
+ *  Express, which reads the live limiter's rolling-24h usage. */
+export async function GET(req: NextRequest) {
+  const auth = req.headers.get('authorization');
+  if (!auth) return NextResponse.json({ unlimited: false, used: null, limit: null }, { status: 401 });
+  try {
+    const upstream = await fetch(`${BACKEND_URL}/api/user/scan-meter`, {
+      headers: { Accept: 'application/json', Authorization: auth },
+      cache: 'no-store',
+    });
+    const data = await upstream.json().catch(() => ({}));
+    return NextResponse.json(data, { status: upstream.ok ? 200 : upstream.status });
+  } catch {
+    return NextResponse.json({ unlimited: false, used: null, limit: null }, { status: 200 });
+  }
+}

web/src/app/ledger/page.tsx

@@ -44,6 +44,7 @@ interface LedgerRow {
   revised_from_grade?: string | null;
 }
 
+interface TierRecord { settled: number; hits: number; misses: number; hit_pct: number | null }
 interface ModelAggregate {
   settled: number;
   hits: number;
@@ -55,6 +56,8 @@ interface ModelAggregate {
   beat_close_pct: number | null;
   pending: number;
   min_sample?: number;
+  // Session 60 (5.5) — calibration by grade tier (n≥20 rule per tier).
+  by_tier?: Record<string, TierRecord>;
 }
 
 const SPORT_COLOR: Record<string, string> = {
@@ -160,6 +163,30 @@ export default function LedgerPage() {
   );
 }
 
+const TIER_ORDER = ['A+', 'A', 'B', 'C', 'D', 'F'];
+
+/** Session 60 (5.5) — per-tier calibration: the separation between tiers is
+ *  the proof the grades mean something. A tier under n≥20 shows "building",
+ *  never a small-sample percentage. Self-hides until ANY tier is ready. */
+function TierCalibration({ agg, minSample }: { agg: ModelAggregate; minSample: number }) {
+  const tiers = agg.by_tier || {};
+  const anyReady = TIER_ORDER.some((t) => tiers[t] && tiers[t].hit_pct != null);
+  if (!anyReady) return null;
+  return (
+    <div style={{ display: 'flex', gap: 10, flexWrap: 'wrap', marginTop: 14, paddingTop: 12, borderTop: '1px solid var(--border)' }}>
+      {TIER_ORDER.filter((t) => tiers[t] && tiers[t].settled > 0).map((t) => {
+        const b = tiers[t];
+        const ready = b.hit_pct != null;
+        return (
+          <span key={t} className="mono" style={{ fontSize: 11.5, fontWeight: 700, padding: '4px 10px', borderRadius: 6, border: '1px solid var(--border-hi)', color: ready ? 'var(--text-primary)' : 'var(--text-tertiary)' }}>
+            {t}-TIER · {ready ? `${b.hits}-${b.misses} · ${b.hit_pct}%` : `building (${b.settled}/${minSample})`}
+          </span>
+        );
+      })}
+    </div>
+  );
+}
+
 function ModelHeader({ agg, minSample }: { agg: ModelAggregate; minSample: number }) {
   const ready = agg.settled >= minSample && agg.hit_pct != null;
   return (
@@ -200,6 +227,7 @@ function ModelHeader({ agg, minSample }: { agg: ModelAggregate; minSample: numbe
           </p>
         </div>
       )}
+      <TierCalibration agg={agg} minSample={minSample} />
     </div>
   );
 }

web/src/app/player/[name]/page.tsx

@@ -8,6 +8,7 @@ import ArchetypeBadge from '@/components/vyndr/ArchetypeBadge';
 import ArchetypeBlend from '@/components/vyndr/ArchetypeBlend';
 import ModelRecord from '@/components/vyndr/ModelRecord';
 import PlayerStreaks from '@/components/vyndr/PlayerStreaks';
+import { archetypeInfo } from '@/lib/archetypes';
 import { initials, sportLabel, dnaRows, blendReadout } from '@/lib/playerProfileAdapter';
 
 interface IntelMetric { label: string; kind: string; value: string; score?: string; color: string }
@@ -105,6 +106,15 @@ export default function PlayerProfilePage() {
               <div style={{ marginTop: 15 }}>
                 <div className="mono" style={{ fontSize: 10, fontWeight: 700, letterSpacing: '0.1em', color: 'var(--g-a)', marginBottom: 9 }}>ARCHETYPE DNA</div>
                 <ArchetypeBlend blend={p.archetype.blend} size="md" showLegend caption={blendReadout(p.archetype)} />
+                {/* Session 60 (5.1, spec amendment) — define the term on-page:
+                    one line from the archetype library under the dual bar.
+                    The "What does this mean?" expander keeps the long version. */}
+                {p.archetype.primary && archetypeInfo(p.archetype.primary)?.d && (
+                  <div className="mono" style={{ marginTop: 8, fontSize: 11.5, color: 'var(--text-1)', lineHeight: 1.5 }}>
+                    <span style={{ fontWeight: 800, color: 'var(--text-0)' }}>{String(p.archetype.primary).toUpperCase()}</span>
+                    <span style={{ color: 'var(--text-2)' }}> — </span>{archetypeInfo(p.archetype.primary).d}
+                  </div>
+                )}
               </div>
             )}
           </div>

web/src/app/settings/page.tsx

@@ -68,6 +68,18 @@ export default function SettingsPage() {
   const [deleteText, setDeleteText] = useState('');
   const [deleting, setDeleting] = useState(false);
   const [delError, setDelError] = useState('');
+  // Session 60 (5.4) — the daily read meter (metered tiers only).
+  const [meter, setMeter] = useState<{ unlimited: boolean; used: number | null; limit: number | null; remaining?: number | null } | null>(null);
+  useEffect(() => {
+    const token = session?.access_token;
+    if (!token) return;
+    let active = true;
+    fetch('/api/user/scan-meter', { headers: { Authorization: `Bearer ${token}` } })
+      .then((r) => (r.ok ? r.json() : null))
+      .then((data) => { if (active && data && typeof data.unlimited === 'boolean') setMeter(data); })
+      .catch(() => { /* meter hides itself */ });
+    return () => { active = false; };
+  }, [session]);
 
   // Session 49 — onboarding preferences (load + edit + save).
   const [prefSports, setPrefSports] = useState<string[]>([]);
@@ -162,10 +174,31 @@ export default function SettingsPage() {
 
         {/* SUBSCRIPTION */}
         <Section label="SUBSCRIPTION">
+          {/* Session 60 (5.4) — the daily read meter for METERED tiers, from
+              the live limiter's rolling-24h window (never disagrees with the
+              gate). Unlimited tiers hide it. */}
+          {meter && !meter.unlimited && meter.limit != null && (
+            <>
+              <Row>
+                <div style={{ flex: 1 }}>
+                  <div style={{ fontSize: 13, color: 'var(--text-0)' }}>Reads today</div>
+                  <div style={{ marginTop: 8, height: 6, background: 'var(--bg-3)', borderRadius: 3, overflow: 'hidden', maxWidth: 260 }}>
+                    <div style={{ width: `${Math.min(100, Math.round(((meter.used ?? 0) / meter.limit) * 100))}%`, height: '100%', background: (meter.remaining ?? 1) <= 0 ? 'var(--miss)' : 'var(--g-a)', borderRadius: 3 }} />
+                  </div>
+                </div>
+                <span className="mono" style={{ fontSize: 13, fontWeight: 700, color: (meter.remaining ?? 1) <= 0 ? 'var(--miss)' : 'var(--text-0)' }}>
+                  {meter.used ?? 0} of {meter.limit}
+                </span>
+              </Row>
+              <Divider />
+            </>
+          )}
           <Row>
             <div>
               <div style={{ fontSize: 14, fontWeight: 600, color: '#fff' }}>VYNDR {plan.label === 'FREE' ? 'Free' : plan.label === 'DESK' ? 'Desk' : 'Analyst'}</div>
-              <div className="mono" style={{ fontSize: 12, color: 'var(--text-1)', marginTop: 3 }}>{plan.label === 'FREE' ? '5 scans / month' : 'Active subscription'}</div>
+              <div className="mono" style={{ fontSize: 12, color: 'var(--text-1)', marginTop: 3 }}>
+                {meter && !meter.unlimited && meter.limit != null ? `${meter.limit} reads / day` : plan.label === 'FREE' ? '3 reads / day' : 'Active subscription'}
+              </div>
             </div>
             <div style={{ display: 'flex', gap: 9 }}>
               {plan.label !== 'FREE' && (

web/src/app/team/[abbr]/TeamHub.tsx

@@ -5,6 +5,7 @@ import { useRouter } from 'next/navigation';
 import SportBadge from '@/components/vyndr/SportBadge';
 import GradeBadge from '@/components/vyndr/GradeBadge';
 import ArchetypeBadge from '@/components/vyndr/ArchetypeBadge';
+import ModelRecord from '@/components/vyndr/ModelRecord';
 import { playerHref } from '@/lib/playerHref';
 import { useParlay, legKey } from '@/contexts/ParlayContext';
 
@@ -112,6 +113,12 @@ export default function TeamHub({ abbr, sport }: { abbr: string; sport: string }
         {data.record && <span className="mono" style={{ fontSize: 13, color: 'var(--text-1)' }}>{data.record.wins}-{data.record.losses}</span>}
       </div>
 
+      {/* Session 60 (5.2, migration 020) — VYNDR-on-team: the model's settled
+          record on THIS team's players. Deferred-render until rows exist. */}
+      <div style={{ margin: '0 0 16px' }}>
+        <ModelRecord team={data.team.name} sport={data.team.sport} align="left" />
+      </div>
+
       {data.note && <p className="mono" style={{ fontSize: 12, color: 'var(--text-2)', marginBottom: 16 }}>{data.note}</p>}
 
       {/* Controls */}

web/src/components/vyndr/ModelRecord.tsx

@@ -27,10 +27,13 @@ interface Aggregate {
 export default function ModelRecord({
   sport,
   player,
+  team,
   align = 'center',
 }: {
   sport?: string;
   player?: string;
+  /** VYNDR-on-team (5.2) — exact team name as the feed writes it. */
+  team?: string;
   align?: 'center' | 'left';
 }) {
   const [agg, setAgg] = useState<Aggregate | null>(null);
@@ -41,6 +44,7 @@ export default function ModelRecord({
     const params = new URLSearchParams({ limit: '1' });
     if (sport) params.set('sport', sport.toLowerCase());
     if (player) params.set('player', player);
+    if (team) params.set('team', team);
     fetch(`/api/ledger/model?${params}`)
       .then((r) => (r.ok ? r.json() : null))
       .then((data) => {
@@ -50,7 +54,7 @@ export default function ModelRecord({
       })
       .catch(() => { /* self-hide */ });
     return () => { active = false; };
-  }, [sport, player]);
+  }, [sport, player, team]);
 
   if (!agg) return null;
   const ready = agg.settled >= minSample && agg.hit_pct != null;