feat: explainable longitudinal pattern summaries with cited records (#34)

The home insight card now reports the confirmed-log count and form
groupings for a window, every line names the exact confirmed records it
was built from, and following a citation opens those records. A window
below the minimum states that it is too sparse instead of describing a
trend, and a window with both firm and loose logs says it is mixed rather
than picking a winner. No line explains a cause, rules on food, or offers
a health verdict.

- src/summary.js: window filtering, insufficient-data guard, per-form
  lines, mixed-pattern line, boundary copy, record citations
- app.js: explainable home card plus a pattern-source sheet listing the
  cited records
- tests/summary.test.js, tests/pattern-summary.acceptance.mjs: unit and
  real-browser coverage, gated in CI and the release builder
- scripts/record_release_demo.mjs: fictional multi-day sample logs,
  citation follow-through, and the sparse-window refusal on camera

scripts/build_release.py

@@ -40,6 +40,8 @@ DEMO_REQUIRED_CAPTIONS = (
     "An out-of-range answer fails closed: nothing is applied and no provider detail reaches you",
     "A filled-in field that is out of range still fails closed, even when the other field came back blank",
     "Reachable is not loaded: no AI control, no consent, and no upload until the pinned model is resident",
+    "Every pattern line names the confirmed logs behind it, and following one shows exactly those records",
+    "Two logs is not a pattern: the summary refuses to describe a trend it cannot support",
 )
 
 
@@ -138,6 +140,7 @@ def main() -> int:
             run(["npm", "run", "test:followup"], tree)
             run(["npm", "run", "test:vision-refusal"], tree)
             run(["npm", "run", "test:worker-readiness"], tree)
+            run(["npm", "run", "test:pattern-summary"], tree)
             demo_raw = release_dir / f"timmy-talking-turd-{version}-demo.raw.webm"
             caption_receipt = release_dir / f"timmy-talking-turd-{version}-demo-captions.json"
             demo_env = dict(server_env)
@@ -179,7 +182,7 @@ def main() -> int:
         if not contact_sheet.exists() or contact_sheet.stat().st_size == 0:
             raise SystemExit("Release demo contact sheet was not produced")
         run(["npm", "audit", "--audit-level=high"], tree)
-        for file in ("app.js", "server.mjs", "service-worker.js", "src/analysis.js", "src/domain.js", "src/draft.js", "src/suggestion.js", "src/followup.js", "src/vision-readiness.js", "src/hermes-agent-service.js", "src/vision-config.js", "src/vision-service.js", "src/vision-corpus.js", "scripts/record_worker_benchmark.mjs", "tests/staging.acceptance.mjs", "tests/vision-refusal.acceptance.mjs", "tests/worker-readiness.acceptance.mjs"):
+        for file in ("app.js", "server.mjs", "service-worker.js", "src/analysis.js", "src/domain.js", "src/draft.js", "src/suggestion.js", "src/followup.js", "src/vision-readiness.js", "src/hermes-agent-service.js", "src/vision-config.js", "src/vision-service.js", "src/vision-corpus.js", "src/summary.js", "scripts/record_worker_benchmark.mjs", "tests/staging.acceptance.mjs", "tests/vision-refusal.acceptance.mjs", "tests/worker-readiness.acceptance.mjs", "tests/pattern-summary.acceptance.mjs"):
             run(["node", "--check", file], tree)
         run(["bash", "-n", "scripts/bootstrap_selfhost_smolvlm.sh"], tree)
         run(["bash", "-n", "scripts/run_selfhost_smolvlm.sh"], tree)
@@ -218,6 +221,7 @@ def main() -> int:
             "- Self-hosted worker container: a digest-pinned image that builds the pinned llama.cpp revision, mounts hash-verified weights read-only, runs unprivileged with no credential, and is published on loopback only (issue #15)\n"
             "- Post-load readiness: the app offers AI only once the pinned model is actually loaded, so a reachable-but-unloaded worker falls back to manual logging in one tap instead of failing after the upload (issue #15)\n"
             "- Target-GPU benchmark: scripts/record_worker_benchmark.mjs records cold start, warm latency, and VRAM on the target GPU and refuses to write a receipt it did not measure; no GPU measurement is bundled with this release\n"
+            "- Explainable pattern summaries (issue #34): the home insight card reports confirmed-log counts and form groupings per window, every line names the exact confirmed records behind it, following a citation opens those records, and a window below the minimum says it is too sparse instead of describing a trend; no line explains a cause, rules on food, or offers a health verdict\n"
             "- Safety: suggestions are observable-field assistance, never diagnosis; user confirmation is required\n"
             "- Known limitation: open-weight VLM acceptance is proven, Bristol accuracy is not clinically validated\n"
             "- Package excludes model weights, medical-image corpora, raw research pages, generated screenshots, and video production assets\n"
@@ -263,7 +267,7 @@ def main() -> int:
             "codec": "h264",
             "pixel_format": "yuv420p",
             "recorded_from_working_app": True,
-            "fixture_data": "synthetic-Type-4, deterministic vision suggestion reviewed, confirmed, and corrected to Type 2, user-reported hard-stool follow-up with non-diagnostic self-care and a confirmed black/tarry red flag, the CC0 synthetic vision corpus replaying a non-stool refusal, an unreadable-fields abstention, an out-of-range fail-closed reply, and a blank-plus-out-of-range fail-closed reply, offline vision status, and deterministic Hermes chat response",
+            "fixture_data": "synthetic-Type-4, deterministic vision suggestion reviewed, confirmed, and corrected to Type 2, user-reported hard-stool follow-up with non-diagnostic self-care and a confirmed black/tarry red flag, the CC0 synthetic vision corpus replaying a non-stool refusal, an unreadable-fields abstention, an out-of-range fail-closed reply, and a blank-plus-out-of-range fail-closed reply, offline vision status, fictional multi-day sample logs driving the explainable pattern summary and its citation sheet, a sparse fictional window showing the insufficient-data copy, and deterministic Hermes chat response",
         },
         "gates": {
             "unit_security": "passed",
@@ -276,6 +280,7 @@ def main() -> int:
             "vision_corpus_refusal": "passed",
             "worker_container_receipts": "passed",
             "worker_post_load_readiness": "passed",
+            "longitudinal_pattern_summary": "passed",
             "dependency_audit_high": "passed",
             "syntax": "passed",
             "secret_scan": "passed",

scripts/record_release_demo.mjs

@@ -314,6 +314,54 @@ await caption('Every refusal replays a committed synthetic fixture — there are
 analyzeOverride = null;
 await tap('#close-sheet', 450);
 
+// Explainable pattern summary (issue #34). The recording seeds fictional multi-day sample logs into
+// the app's own local ledger contract, then follows one summary line to the exact records behind it.
+// Every claim below is checked in the browser, and no real health data is involved anywhere.
+const seedSyntheticLedger = async entries => {
+  const key = await page.evaluate(() => `timmy:${document.querySelector('meta[name="timmy-base-path"]')?.content || '/'}:ledger-v1`);
+  await page.evaluate(({ storeKey, list }) => localStorage.setItem(storeKey, JSON.stringify(list)), { storeKey: key, list: entries });
+  await page.reload({ waitUntil: 'networkidle' });
+};
+const sampleDay = (id, daysAgo, bristolType) => ({
+  id,
+  occurredAt: new Date(Date.now() - daysAgo * 86400000).toISOString(),
+  bristolType,
+  color: 'brown',
+  urgency: 1,
+  discomfort: 1,
+  note: '',
+  photoDataUrl: '',
+  symptoms: {},
+});
+await caption('The journal explains its own pattern lines instead of just asserting a trend', 2200);
+await seedSyntheticLedger([
+  sampleDay('demo-firm', 2, 2),
+  sampleDay('demo-typical-1', 5, 3),
+  sampleDay('demo-typical-2', 9, 4),
+  sampleDay('demo-typical-3', 12, 4),
+  sampleDay('demo-old', 40, 6),
+]);
+await caption("Fictional sample logs are seeded into this browser's own storage — no real health data appears here", 2600);
+await page.locator('[data-pattern-summary]').waitFor();
+await indicate('[data-pattern-summary]');
+await caption('The summary says which confirmed logs it read, and a citation opens exactly those records', 2400);
+await indicate('[data-statement="typical"]');
+await tap('[data-statement-link="typical"]', 650);
+const citedRecords = await page.locator('[data-summary-record]').evaluateAll(nodes => nodes.map(node => node.getAttribute('data-entry-id')).sort());
+if (JSON.stringify(citedRecords) !== JSON.stringify(['demo-typical-1', 'demo-typical-2', 'demo-typical-3'])) {
+  throw new Error('A summary citation must list exactly the records it cites');
+}
+await caption('Every pattern line names the confirmed logs behind it, and following one shows exactly those records', 2900);
+await indicate('[data-summary-records]');
+await tap('#pattern-records-close', 450);
+await seedSyntheticLedger([sampleDay('demo-sparse-1', 1, 4), sampleDay('demo-sparse-2', 4, 6)]);
+await page.locator('[data-summary-insufficient]').waitFor();
+await indicate('[data-summary-insufficient]');
+await caption('Two logs is not a pattern: the summary refuses to describe a trend it cannot support', 2900);
+// Restore the empty ledger the earlier scenes started from, so the rest of the recording is unchanged.
+await page.evaluate(() => localStorage.clear());
+await page.reload({ waitUntil: 'networkidle' });
+
 await caption('The threat model documents this surface, so the recording shows it live rather than describing it', 2200);
 await tap('[data-view="calendar"]', 550);
 await page.getByText(/Your private journal/i).waitFor();