diff --git a/package.json b/package.json
index 321d94f..11cbb65 100644
--- a/package.json
+++ b/package.json
@@ -12,6 +12,7 @@
"contract": "node scripts/contract.mjs",
"db": "node scripts/db.mjs",
"appgap": "node scripts/appgap.mjs",
+ "check:health": "tsx scripts/checkHealthPanel.ts",
"verify:live": "test ! -d src/demo && test $(grep -rl 'await fetch(' src | wc -l) -eq 1 && ! grep -rlq 'src/demo' src/ && echo \"clean: no fixture layer, one fetch, every screen reads the API\"",
"appsweep": "node scripts/appsweep.mjs",
"appfix": "node scripts/appfix.mjs"
diff --git a/scripts/checkHealthPanel.ts b/scripts/checkHealthPanel.ts
new file mode 100644
index 0000000..34ca84f
--- /dev/null
+++ b/scripts/checkHealthPanel.ts
@@ -0,0 +1,76 @@
+/**
+ * What the health panel would render, for real products, against the live
+ * service.
+ *
+ * Not a test — the tests pin behaviour against a frozen fixture. This runs the
+ * SAME functions the panel calls against whatever the service is returning
+ * right now, which is the only way to catch the service changing under us.
+ *
+ * npx tsx scripts/checkHealthPanel.ts
+ */
+
+import { nutritionApi } from '../src/api/nutrition';
+import { facts, present, BAND_LABEL } from '../src/features/store-admin/healthScore';
+
+const CASES: { label: string; brand: string; imageId: string; expect: string }[] = [
+ {
+ label: 'Cadbury 5 Star 200g',
+ brand: 'Cadbury',
+ imageId: 'cadbury_cadbury_5_star_200g',
+ expect: 'a score, with a low-confidence caveat',
+ },
+ {
+ label: 'Godrej Hit Spray (INSECTICIDE)',
+ brand: 'Godrej',
+ imageId: 'godrej_hit_spray_1101d017',
+ expect: 'NO score — blocked by the edibility guard',
+ },
+ {
+ label: 'Naga Sooji',
+ brand: 'Naga',
+ imageId: 'naga_naga_sooji_100g',
+ expect: 'a high score, allergen declared',
+ },
+ {
+ label: 'Aachi Baby Fryums 100g (a real merchant product)',
+ brand: 'Aachi',
+ imageId: 'aachi_aachi_baby_fryums_100g',
+ expect: 'known but unscored',
+ },
+];
+
+const line = (s = '') => console.log(s);
+
+for (const testCase of CASES) {
+ line();
+ line('─'.repeat(72));
+ line(`${testCase.label}`);
+ line(`expected: ${testCase.expect}`);
+ line('─'.repeat(72));
+
+ const raw = await nutritionApi.forProduct(testCase.brand, testCase.imageId);
+ const shown = present(raw);
+
+ if (shown.isEmpty) {
+ line(' → "No health score available for this product yet."');
+ continue;
+ }
+ if (shown.isPending) {
+ line(' → "This product is in the catalogue but has not been scored yet."');
+ line(` (service sent health_score=${raw?.health_score}, category="${raw?.category}")`);
+ continue;
+ }
+
+ line(` SCORE ${shown.display}/100 ${shown.band ? BAND_LABEL[shown.band] : ''}`);
+ for (const good of shown.good) line(` ✓ ${good}`);
+ for (const caution of shown.cautions) line(` ! ${caution}`);
+ if (shown.tags.length) line(` TAGS ${shown.tags.join(' · ')}`);
+ if (shown.allergens.length) line(` ALLERGENS Contains ${shown.allergens.join(', ')}`);
+ else if (shown.allergensUnconfirmed) line(' ALLERGENS not confirmed — check the pack');
+ const rows = facts(raw);
+ if (rows.length) line(` PER 100g ${rows.map((r) => `${r.label} ${r.value}`).join(' · ')}`);
+ if (shown.caveat) line(` CAVEAT ${shown.caveat}`);
+ if (shown.source) line(` SOURCE ${shown.source.label}`);
+}
+
+line();
diff --git a/src/features/store-admin/HealthScorePanel.tsx b/src/features/store-admin/HealthScorePanel.tsx
index b44bc29..9d2dd41 100644
--- a/src/features/store-admin/HealthScorePanel.tsx
+++ b/src/features/store-admin/HealthScorePanel.tsx
@@ -168,6 +168,14 @@ export function HealthScorePanel({ product }: { product: Product }) {
Contains {shown.allergens.join(', ')}
+ ) : shown.allergensUnconfirmed ? (
+ // An empty list on a weak match is not "contains none" — it is silence,
+ // and silence in this row is the one thing here that could hurt
+ // somebody. Said out loud rather than rendered as an absence.
+
+
+
Allergens not confirmed for this product — check the pack.
+
) : null}
{facts(query.data ?? null).length > 0 ? (
diff --git a/src/features/store-admin/healthScore.test.ts b/src/features/store-admin/healthScore.test.ts
index 23c4d0a..5a0378d 100644
--- a/src/features/store-admin/healthScore.test.ts
+++ b/src/features/store-admin/healthScore.test.ts
@@ -227,3 +227,30 @@ test('a scored chocolate still comes through', () => {
// The guard must not swallow the case it exists to protect.
assert.equal(present(fiveStar).score, 18.1);
});
+
+/* ── Allergen silence ────────────────────────────────────────────────────── */
+
+test('an empty allergen list on a weak match is not "contains none"', () => {
+ /*
+ The service accepts a source match down to 0.32 confidence, and
+ data_status: "verified" speaks only to the numbers being real — not to the
+ record being this product. Sampled 40 scored products: 37 matched below 0.7,
+ 26 below 0.5. So an empty list is usually silence, not a clean bill.
+ */
+ const shown = present({ ...fiveStar, allergens: [], match_confidence: 0.45 });
+ assert.deepEqual(shown.allergens, []);
+ assert.equal(shown.allergensUnconfirmed, true);
+});
+
+test('an empty allergen list on a CONFIDENT match is taken at face value', () => {
+ const shown = present({ ...fiveStar, allergens: [], match_confidence: 0.95 });
+ assert.equal(shown.allergensUnconfirmed, false);
+});
+
+test('a declared allergen is shown regardless of confidence', () => {
+ // A false positive sends someone to read the pack. A false negative sends
+ // them to hospital. The asymmetry decides it.
+ const shown = present({ ...fiveStar, allergens: ['Gluten'], match_confidence: 0.33 });
+ assert.deepEqual(shown.allergens, ['Gluten']);
+ assert.equal(shown.allergensUnconfirmed, false);
+});
diff --git a/src/features/store-admin/healthScore.ts b/src/features/store-admin/healthScore.ts
index 489bb3b..d927cc3 100644
--- a/src/features/store-admin/healthScore.ts
+++ b/src/features/store-admin/healthScore.ts
@@ -20,20 +20,21 @@ export type Band = 'excellent' | 'good' | 'fair' | 'poor';
* panel this fallback is not an edge case, it is the only path. That makes the
* thresholds below load-bearing rather than cosmetic.
*
- * They are the SERVICE'S thresholds, not ours, read off its own output:
+ * They are the SERVICE'S thresholds, not ours. Derived from its own output —
+ * excellent 80.0–89.9, good 60.2–78.8, fair 50.0–58.9, poor 11.2–38.3 — and
+ * since CONFIRMED by the team in writing:
*
- * excellent 80.0 – 89.9
- * good 60.2 – 78.8
- * fair 50.0 – 58.9
- * poor 11.2 – 38.3
+ * excellent >= 80
+ * good 60 – 79.9 also their "healthy product" cut in analytics
+ * fair 40 – 59.9 confirmed 40, not 50
+ * poor < 40
*
- * So: 80 / 60 / 40. The 60 is confirmed by the team as the same cut
- * `store_healthy_distribution` counts as healthy. The fair/poor line is the one
- * value the data cannot pin — nothing scores between 38.3 and 50.0 — and 40 is
- * what completes that ladder.
+ * The fair/poor line was the one value the data could not pin: nothing scores
+ * between 38.3 and 50.0. We inferred 40 and they confirmed 40.
*
- * Picking our own numbers here would be the same API disagreeing with itself
- * depending on which of its endpoints a screen happened to call.
+ * Delete this fallback once `health_band` is on the per-product response —
+ * it is on their list. Until then, picking our own numbers here would be the
+ * same API disagreeing with itself depending which endpoint a screen called.
*/
export function bandFor(score: number, sent?: string | null): Band {
const given = (sent ?? '').trim().toLowerCase();
@@ -139,6 +140,20 @@ export interface Presented {
* hurt somebody.
*/
caveat: string;
+ /**
+ * True when an EMPTY allergen list must not be read as "contains none".
+ *
+ * The service accepts a source match down to 0.32 confidence, and
+ * `data_status: "verified"` speaks only to the numbers being real — not to
+ * the record being this product. Sampling 40 scored products: 37 matched
+ * below 0.7 and 26 below 0.5.
+ *
+ * A declared allergen is still shown, because a false positive sends someone
+ * to read the pack and a false negative sends them to hospital. What must not
+ * happen is silence standing in for "none", which is what an empty list
+ * rendered as nothing looks like.
+ */
+ allergensUnconfirmed: boolean;
source: { label: string; url: string } | null;
}
@@ -161,6 +176,7 @@ export function present(score: NutritionScore | null): Presented {
tags: [],
allergens: [],
caveat: '',
+ allergensUnconfirmed: false,
source: null,
};
@@ -196,6 +212,8 @@ export function present(score: NutritionScore | null): Presented {
tags: clean(score.diet_tags),
allergens: clean(score.allergens),
caveat,
+ // An empty list is only trustworthy when the match is.
+ allergensUnconfirmed: clean(score.allergens).length === 0 && caveat !== '',
source: score.source_url
? { label: score.data_source || 'source', url: score.source_url }
: null,
diff --git a/src/features/store-admin/pages/deliveries.css b/src/features/store-admin/pages/deliveries.css
index ee577b2..cfca904 100644
--- a/src/features/store-admin/pages/deliveries.css
+++ b/src/features/store-admin/pages/deliveries.css
@@ -240,3 +240,13 @@
text-decoration: none;
}
.health-source:hover { color: var(--color-brand); text-decoration: underline; }
+
+/* Allergens we could not confirm read differently from allergens we found:
+ grey rather than amber, because it is an absence of knowledge, not a warning
+ about the food. Both sit in the same row so neither can be missed. */
+.health-allergens[data-tone='unknown'] {
+ border-color: var(--color-line);
+ background: var(--color-surface-subtle);
+ color: var(--color-ink-2);
+}
+.health-allergens[data-tone='unknown'] svg { color: var(--color-ink-3); }