From 49ac6958d7ffba449b9bf01a1a683203e7edd559 Mon Sep 17 00:00:00 2001
From: Test User <test@test.com>
Date: Sat, 23 May 2026 02:57:09 +0200
Subject: [PATCH] Add literature freshness review assistant

---
 README.md                                     |   4 +
 .../README.md                                 |  33 ++
 literature-freshness-review-assistant/demo.js |  28 ++
 .../index.js                                  | 322 ++++++++++++++++++
 .../package.json                              |  13 +
 .../reports/demo.json                         | 217 ++++++++++++
 .../reports/demo.md                           |  46 +++
 .../reports/demo.mp4                          | Bin 0 -> 43703 bytes
 .../reports/demo.svg                          |  34 ++
 .../sample-data.js                            | 144 ++++++++
 .../scripts/render-demo-video.js              |  89 +++++
 literature-freshness-review-assistant/test.js |  47 +++
 12 files changed, 977 insertions(+)
 create mode 100644 literature-freshness-review-assistant/README.md
 create mode 100644 literature-freshness-review-assistant/demo.js
 create mode 100644 literature-freshness-review-assistant/index.js
 create mode 100644 literature-freshness-review-assistant/package.json
 create mode 100644 literature-freshness-review-assistant/reports/demo.json
 create mode 100644 literature-freshness-review-assistant/reports/demo.md
 create mode 100644 literature-freshness-review-assistant/reports/demo.mp4
 create mode 100644 literature-freshness-review-assistant/reports/demo.svg
 create mode 100644 literature-freshness-review-assistant/sample-data.js
 create mode 100644 literature-freshness-review-assistant/scripts/render-demo-video.js
 create mode 100644 literature-freshness-review-assistant/test.js

diff --git a/README.md b/README.md
index d338cf68..450f344b 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,6 @@
 # deepevents.ai
 deepevents.ai main codebase
+
+## Research Assistant Bounty Slices
+
+- [Literature freshness review assistant](literature-freshness-review-assistant/README.md)
diff --git a/literature-freshness-review-assistant/README.md b/literature-freshness-review-assistant/README.md
new file mode 100644
index 00000000..33fcbbe2
--- /dev/null
+++ b/literature-freshness-review-assistant/README.md
@@ -0,0 +1,33 @@
+# Literature Freshness Review Assistant
+
+This is a focused AI-Powered Research Assistant Suite slice for SCIBASE issue #16. It checks whether reviewer-facing manuscript claims rely on current evidence before the assistant marks a packet ready.
+
+## Scope
+
+- Flags stale support citations outside a configurable freshness window.
+- Detects newer systematic reviews, reporting guidelines, dataset releases, and benchmark updates that are missing from a claim.
+- Escalates newer contradictory evidence as a review hold.
+- Detects dataset and benchmark version drift for claims using "current" or "state-of-the-art" wording.
+- Emits reviewer actions, research-gap prompts, stable audit digests, and deterministic JSON/Markdown/SVG/MP4 artifacts.
+
+This is intentionally separate from broad assistant suites, citation-context reconciliation, retraction notices, statistics review, benchmark-leakage checks, reporting-guideline compliance, figure/table checks, prompt-safety guards, and assay control/calibration completeness.
+
+## Files
+
+- `index.js` - freshness evaluator and report renderers
+- `sample-data.js` - synthetic evidence ledger and manuscript packets
+- `test.js` - dependency-free assertion tests
+- `demo.js` - deterministic JSON/Markdown/SVG report generator
+- `scripts/render-demo-video.js` - optional ffmpeg MP4 renderer
+- `reports/` - generated reviewer artifacts
+
+## Validate
+
+```bash
+npm run check
+npm test
+npm run demo
+npm run demo:video
+```
+
+Synthetic data only. The module does not call external APIs, scan private manuscripts, use credentials, or contact payment services.
diff --git a/literature-freshness-review-assistant/demo.js b/literature-freshness-review-assistant/demo.js
new file mode 100644
index 00000000..4c437104
--- /dev/null
+++ b/literature-freshness-review-assistant/demo.js
@@ -0,0 +1,28 @@
+const fs = require("fs");
+const path = require("path");
+
+const {
+  evaluateFreshnessReview,
+  renderMarkdown,
+  renderSvg
+} = require("./index");
+const {
+  freshnessPolicy,
+  evidenceLedger,
+  manuscriptPackets
+} = require("./sample-data");
+
+const reportsDir = path.join(__dirname, "reports");
+fs.mkdirSync(reportsDir, { recursive: true });
+
+const report = evaluateFreshnessReview(manuscriptPackets, evidenceLedger, freshnessPolicy);
+fs.writeFileSync(path.join(reportsDir, "demo.json"), `${JSON.stringify(report, null, 2)}\n`);
+fs.writeFileSync(path.join(reportsDir, "demo.md"), renderMarkdown(report));
+fs.writeFileSync(path.join(reportsDir, "demo.svg"), renderSvg(report));
+
+console.log(`status=${report.manuscripts[0].summary.status}`);
+console.log(`reviewed=${report.aggregate.reviewedManuscripts}`);
+console.log(`held=${report.aggregate.heldManuscripts}`);
+console.log(`critical=${report.aggregate.criticalFindings}`);
+console.log(`major=${report.aggregate.majorFindings}`);
+console.log(`digest=${report.auditDigest}`);
diff --git a/literature-freshness-review-assistant/index.js b/literature-freshness-review-assistant/index.js
new file mode 100644
index 00000000..c0f3d6b4
--- /dev/null
+++ b/literature-freshness-review-assistant/index.js
@@ -0,0 +1,322 @@
+const crypto = require("crypto");
+
+const SEVERITY_RANK = {
+  info: 0,
+  warning: 1,
+  major: 2,
+  critical: 3
+};
+
+function yearsBetween(olderDate, newerDate) {
+  const older = new Date(`${olderDate}T00:00:00Z`);
+  const newer = new Date(`${newerDate}T00:00:00Z`);
+  return (newer.getTime() - older.getTime()) / (365.25 * 24 * 60 * 60 * 1000);
+}
+
+function latestDate(dates) {
+  const validDates = dates.filter(Boolean).sort();
+  return validDates[validDates.length - 1] || null;
+}
+
+function evidenceForTopic(ledger, topic) {
+  return ledger.signals.filter((signal) => signal.topic === topic);
+}
+
+function addFinding(findings, finding) {
+  findings.push({
+    severity: finding.severity,
+    code: finding.code,
+    claimId: finding.claimId,
+    topic: finding.topic,
+    detail: finding.detail,
+    requiredAction: finding.requiredAction,
+    evidenceSignalId: finding.evidenceSignalId || null
+  });
+}
+
+function evaluateClaimFreshness(claim, ledger, policy) {
+  const findings = [];
+  const signals = evidenceForTopic(ledger, claim.topic);
+  const latestCitation = latestDate(claim.citationDates || []);
+  const reviewDate = policy.reviewDate;
+
+  if (!latestCitation) {
+    addFinding(findings, {
+      severity: "critical",
+      code: "NO_SUPPORT_DATES",
+      claimId: claim.id,
+      topic: claim.topic,
+      detail: "Claim has no dated supporting citations for freshness review.",
+      requiredAction: "Attach dated evidence before the assistant marks this claim reviewer-ready."
+    });
+  } else if (yearsBetween(latestCitation, reviewDate) > policy.staleAfterYears) {
+    addFinding(findings, {
+      severity: "major",
+      code: "STALE_SUPPORT_WINDOW",
+      claimId: claim.id,
+      topic: claim.topic,
+      detail: `Latest support is ${latestCitation}, older than the ${policy.staleAfterYears}-year freshness window.`,
+      requiredAction: "Add recent evidence or downgrade the claim wording."
+    });
+  }
+
+  for (const signal of signals) {
+    const cited = (claim.citedCurrentSignalIds || []).includes(signal.id);
+    const signalIsNewer = !latestCitation || signal.published > latestCitation;
+
+    if (!cited && signalIsNewer) {
+      const severity = signal.relation === "contradicts" ? policy.contradictionSeverity : "major";
+      addFinding(findings, {
+        severity,
+        code: signal.relation === "contradicts" ? "NEWER_CONTRADICTORY_EVIDENCE" : "MISSING_NEWER_EVIDENCE",
+        claimId: claim.id,
+        topic: claim.topic,
+        detail: `${signal.title} (${signal.published}) ${signal.relation} older support but is not cited.`,
+        requiredAction: signal.requirement,
+        evidenceSignalId: signal.id
+      });
+    }
+
+    if (signal.currentVersion && claim.datasetVersion && claim.datasetVersion !== signal.currentVersion) {
+      addFinding(findings, {
+        severity: "major",
+        code: "DATASET_VERSION_DRIFT",
+        claimId: claim.id,
+        topic: claim.topic,
+        detail: `Claim uses dataset ${claim.datasetVersion}; current ledger version is ${signal.currentVersion}.`,
+        requiredAction: signal.requirement,
+        evidenceSignalId: signal.id
+      });
+    }
+
+    if (signal.currentVersion && claim.benchmarkVersion && claim.benchmarkVersion !== signal.currentVersion) {
+      addFinding(findings, {
+        severity: "major",
+        code: "BENCHMARK_VERSION_DRIFT",
+        claimId: claim.id,
+        topic: claim.topic,
+        detail: `Claim uses benchmark ${claim.benchmarkVersion}; current ledger version is ${signal.currentVersion}.`,
+        requiredAction: signal.requirement,
+        evidenceSignalId: signal.id
+      });
+    }
+  }
+
+  if (findings.length === 0) {
+    addFinding(findings, {
+      severity: "info",
+      code: "FRESHNESS_READY",
+      claimId: claim.id,
+      topic: claim.topic,
+      detail: "Claim cites the current evidence signal for its topic.",
+      requiredAction: "No freshness hold required."
+    });
+  }
+
+  return findings;
+}
+
+function summarizeFindings(findings, policy) {
+  const actionable = findings.filter((finding) => finding.severity !== "info");
+  const critical = findings.filter((finding) => finding.severity === "critical");
+  const major = findings.filter((finding) => finding.severity === "major");
+  const warnings = findings.filter((finding) => finding.severity === "warning");
+  const maxSeverity = findings.reduce((max, finding) => {
+    return SEVERITY_RANK[finding.severity] > SEVERITY_RANK[max] ? finding.severity : max;
+  }, "info");
+  const status = SEVERITY_RANK[maxSeverity] >= SEVERITY_RANK[policy.holdSeverityCutoff]
+    ? "hold_freshness_review"
+    : actionable.length > 0
+      ? "revise_freshness_context"
+      : "ready_for_review";
+
+  return {
+    status,
+    totalFindings: findings.length,
+    actionableFindings: actionable.length,
+    criticalFindings: critical.length,
+    majorFindings: major.length,
+    warningFindings: warnings.length,
+    readyFindings: findings.length - actionable.length
+  };
+}
+
+function buildReviewerActions(findings) {
+  return findings
+    .filter((finding) => finding.severity !== "info")
+    .map((finding) => ({
+      claimId: finding.claimId,
+      severity: finding.severity,
+      action: finding.requiredAction,
+      reason: finding.detail
+    }));
+}
+
+function buildResearchGapPrompts(findings) {
+  const topics = new Map();
+  for (const finding of findings) {
+    if (finding.severity === "info") {
+      continue;
+    }
+    if (!topics.has(finding.topic)) {
+      topics.set(
+        finding.topic,
+        `Freshness gap: update the evidence base for ${finding.topic} before treating the claim as current.`
+      );
+    }
+  }
+  return [...topics.values()];
+}
+
+function stableDigest(value) {
+  return crypto.createHash("sha256").update(JSON.stringify(value)).digest("hex");
+}
+
+function evaluateManuscript(packet, ledger, policy) {
+  const findings = packet.claims.flatMap((claim) => evaluateClaimFreshness(claim, ledger, policy));
+  const summary = summarizeFindings(findings, policy);
+  const reviewerActions = buildReviewerActions(findings);
+  const researchGapPrompts = buildResearchGapPrompts(findings);
+  const result = {
+    packetId: packet.id,
+    title: packet.title,
+    domain: packet.domain,
+    reviewDate: policy.reviewDate,
+    summary,
+    findings,
+    reviewerActions,
+    researchGapPrompts
+  };
+  return {
+    ...result,
+    auditDigest: stableDigest(result)
+  };
+}
+
+function evaluateFreshnessReview(packets, ledger, policy) {
+  const manuscripts = packets.map((packet) => evaluateManuscript(packet, ledger, policy));
+  const aggregate = {
+    reviewedManuscripts: manuscripts.length,
+    heldManuscripts: manuscripts.filter((entry) => entry.summary.status === "hold_freshness_review").length,
+    revisionManuscripts: manuscripts.filter((entry) => entry.summary.status === "revise_freshness_context").length,
+    readyManuscripts: manuscripts.filter((entry) => entry.summary.status === "ready_for_review").length,
+    criticalFindings: manuscripts.reduce((sum, entry) => sum + entry.summary.criticalFindings, 0),
+    majorFindings: manuscripts.reduce((sum, entry) => sum + entry.summary.majorFindings, 0),
+    actionableFindings: manuscripts.reduce((sum, entry) => sum + entry.summary.actionableFindings, 0)
+  };
+  const result = {
+    assistant: "literature-freshness-review-assistant",
+    policy,
+    aggregate,
+    manuscripts
+  };
+  return {
+    ...result,
+    auditDigest: stableDigest(result)
+  };
+}
+
+function renderMarkdown(report) {
+  const lines = [
+    "# Literature Freshness Review Assistant",
+    "",
+    `Review date: ${report.policy.reviewDate}`,
+    `Overall digest: ${report.auditDigest}`,
+    "",
+    "## Aggregate",
+    "",
+    `- Reviewed manuscripts: ${report.aggregate.reviewedManuscripts}`,
+    `- Held manuscripts: ${report.aggregate.heldManuscripts}`,
+    `- Revision manuscripts: ${report.aggregate.revisionManuscripts}`,
+    `- Ready manuscripts: ${report.aggregate.readyManuscripts}`,
+    `- Critical findings: ${report.aggregate.criticalFindings}`,
+    `- Major findings: ${report.aggregate.majorFindings}`,
+    `- Actionable findings: ${report.aggregate.actionableFindings}`,
+    ""
+  ];
+
+  for (const manuscript of report.manuscripts) {
+    lines.push(`## ${manuscript.title}`);
+    lines.push("");
+    lines.push(`Status: ${manuscript.summary.status}`);
+    lines.push(`Digest: ${manuscript.auditDigest}`);
+    lines.push("");
+    lines.push("| Severity | Code | Claim | Detail | Required action |");
+    lines.push("| --- | --- | --- | --- | --- |");
+    for (const finding of manuscript.findings) {
+      lines.push(
+        `| ${finding.severity} | ${finding.code} | ${finding.claimId} | ${finding.detail} | ${finding.requiredAction} |`
+      );
+    }
+    lines.push("");
+    if (manuscript.researchGapPrompts.length > 0) {
+      lines.push("Research gap prompts:");
+      for (const prompt of manuscript.researchGapPrompts) {
+        lines.push(`- ${prompt}`);
+      }
+      lines.push("");
+    }
+  }
+
+  return `${lines.join("\n").trimEnd()}\n`;
+}
+
+function escapeXml(value) {
+  return String(value)
+    .replaceAll("&", "&amp;")
+    .replaceAll("<", "&lt;")
+    .replaceAll(">", "&gt;")
+    .replaceAll('"', "&quot;");
+}
+
+function renderSvg(report) {
+  const held = report.aggregate.heldManuscripts;
+  const ready = report.aggregate.readyManuscripts;
+  const critical = report.aggregate.criticalFindings;
+  const major = report.aggregate.majorFindings;
+  const bars = [
+    { label: "Held", value: held, color: "#b91c1c" },
+    { label: "Ready", value: ready, color: "#047857" },
+    { label: "Critical", value: critical, color: "#dc2626" },
+    { label: "Major", value: major, color: "#d97706" }
+  ];
+  const maxValue = Math.max(1, ...bars.map((bar) => bar.value));
+  const rows = bars.map((bar, index) => {
+    const y = 170 + index * 70;
+    const width = Math.round((bar.value / maxValue) * 560);
+    return `  <text x="72" y="${y + 24}" class="label">${escapeXml(bar.label)}</text>
+      <rect x="190" y="${y}" width="560" height="34" rx="6" fill="#e5e7eb"/>
+      <rect x="190" y="${y}" width="${width}" height="34" rx="6" fill="${bar.color}"/>
+      <text x="770" y="${y + 24}" class="value">${bar.value}</text>`;
+  }).join("\n");
+
+  return `<svg xmlns="http://www.w3.org/2000/svg" width="960" height="560" viewBox="0 0 960 560" role="img" aria-labelledby="title desc">
+  <title id="title">Literature freshness review assistant summary</title>
+  <desc id="desc">Summary of held manuscripts, ready manuscripts, and freshness findings.</desc>
+  <style>
+    .bg { fill: #f8fafc; }
+    .panel { fill: #ffffff; stroke: #cbd5e1; stroke-width: 1.5; }
+    .title { font: 700 34px Arial, sans-serif; fill: #0f172a; }
+    .subtitle { font: 400 18px Arial, sans-serif; fill: #475569; }
+    .label { font: 700 20px Arial, sans-serif; fill: #0f172a; }
+    .value { font: 700 22px Arial, sans-serif; fill: #0f172a; }
+    .digest { font: 400 14px Arial, sans-serif; fill: #475569; }
+  </style>
+  <rect class="bg" width="960" height="560"/>
+  <rect class="panel" x="40" y="40" width="880" height="480" rx="8"/>
+  <text x="72" y="98" class="title">Literature freshness review assistant</text>
+  <text x="72" y="132" class="subtitle">Stale citations, missing newer evidence, and temporal drift before AI review release</text>
+${rows}
+  <text x="72" y="500" class="digest">Audit digest: ${escapeXml(report.auditDigest.slice(0, 24))}</text>
+</svg>
+`;
+}
+
+module.exports = {
+  evaluateClaimFreshness,
+  evaluateManuscript,
+  evaluateFreshnessReview,
+  renderMarkdown,
+  renderSvg,
+  stableDigest
+};
diff --git a/literature-freshness-review-assistant/package.json b/literature-freshness-review-assistant/package.json
new file mode 100644
index 00000000..c867f4ce
--- /dev/null
+++ b/literature-freshness-review-assistant/package.json
@@ -0,0 +1,13 @@
+{
+  "name": "literature-freshness-review-assistant",
+  "version": "1.0.0",
+  "description": "Freshness-focused AI research assistant review slice for SCIBASE issue #16.",
+  "main": "index.js",
+  "scripts": {
+    "check": "node --check index.js && node --check sample-data.js && node --check test.js && node --check demo.js && node --check scripts/render-demo-video.js",
+    "test": "node test.js",
+    "demo": "node demo.js",
+    "demo:video": "node scripts/render-demo-video.js"
+  },
+  "license": "MIT"
+}
diff --git a/literature-freshness-review-assistant/reports/demo.json b/literature-freshness-review-assistant/reports/demo.json
new file mode 100644
index 00000000..917be5be
--- /dev/null
+++ b/literature-freshness-review-assistant/reports/demo.json
@@ -0,0 +1,217 @@
+{
+  "assistant": "literature-freshness-review-assistant",
+  "policy": {
+    "reviewDate": "2026-05-23",
+    "staleAfterYears": 4,
+    "contradictionSeverity": "critical",
+    "requiredEvidenceTypes": [
+      "systematic_review",
+      "guideline",
+      "dataset_release",
+      "benchmark_update"
+    ],
+    "holdSeverityCutoff": "critical"
+  },
+  "aggregate": {
+    "reviewedManuscripts": 2,
+    "heldManuscripts": 1,
+    "revisionManuscripts": 0,
+    "readyManuscripts": 1,
+    "criticalFindings": 1,
+    "majorFindings": 8,
+    "actionableFindings": 9
+  },
+  "manuscripts": [
+    {
+      "packetId": "ms-hold-senolytic-review",
+      "title": "Senolytic cardiac safety manuscript",
+      "domain": "translational cardiometabolic biology",
+      "reviewDate": "2026-05-23",
+      "summary": {
+        "status": "hold_freshness_review",
+        "totalFindings": 9,
+        "actionableFindings": 9,
+        "criticalFindings": 1,
+        "majorFindings": 8,
+        "warningFindings": 0,
+        "readyFindings": 0
+      },
+      "findings": [
+        {
+          "severity": "major",
+          "code": "STALE_SUPPORT_WINDOW",
+          "claimId": "claim-tolerability",
+          "topic": "senolytic cardiometabolic safety",
+          "detail": "Latest support is 2021-06-01, older than the 4-year freshness window.",
+          "requiredAction": "Add recent evidence or downgrade the claim wording.",
+          "evidenceSignalId": null
+        },
+        {
+          "severity": "critical",
+          "code": "NEWER_CONTRADICTORY_EVIDENCE",
+          "claimId": "claim-tolerability",
+          "topic": "senolytic cardiometabolic safety",
+          "detail": "2025 systematic review of senolytic cardiometabolic safety (2025-11-18) contradicts older support but is not cited.",
+          "requiredAction": "Discuss the larger safety signal before claiming broad tolerability.",
+          "evidenceSignalId": "ev-sr-2025-senolytic-cardiometabolic"
+        },
+        {
+          "severity": "major",
+          "code": "STALE_SUPPORT_WINDOW",
+          "claimId": "claim-organoid-methods",
+          "topic": "organoid assay reporting",
+          "detail": "Latest support is 2022-02-10, older than the 4-year freshness window.",
+          "requiredAction": "Add recent evidence or downgrade the claim wording.",
+          "evidenceSignalId": null
+        },
+        {
+          "severity": "major",
+          "code": "MISSING_NEWER_EVIDENCE",
+          "claimId": "claim-organoid-methods",
+          "topic": "organoid assay reporting",
+          "detail": "SCIBASE organoid reporting guidance 2026.1 (2026-02-04) updates older support but is not cited.",
+          "requiredAction": "Use the 2026.1 organoid reporting checklist for reviewer packets.",
+          "evidenceSignalId": "ev-guide-2026-organoid-reporting"
+        },
+        {
+          "severity": "major",
+          "code": "STALE_SUPPORT_WINDOW",
+          "claimId": "claim-atlas-normalization",
+          "topic": "single-cell atlas normalization",
+          "detail": "Latest support is 2021-12-12, older than the 4-year freshness window.",
+          "requiredAction": "Add recent evidence or downgrade the claim wording.",
+          "evidenceSignalId": null
+        },
+        {
+          "severity": "major",
+          "code": "MISSING_NEWER_EVIDENCE",
+          "claimId": "claim-atlas-normalization",
+          "topic": "single-cell atlas normalization",
+          "detail": "Single Cell Atlas v4.0 release notes (2026-03-14) supersedes older support but is not cited.",
+          "requiredAction": "Reconcile claims trained on atlas v2.x or v3.x against v4.0 annotations.",
+          "evidenceSignalId": "ev-data-2026-single-cell-atlas-v4"
+        },
+        {
+          "severity": "major",
+          "code": "DATASET_VERSION_DRIFT",
+          "claimId": "claim-atlas-normalization",
+          "topic": "single-cell atlas normalization",
+          "detail": "Claim uses dataset v2.1; current ledger version is v4.0.",
+          "requiredAction": "Reconcile claims trained on atlas v2.x or v3.x against v4.0 annotations.",
+          "evidenceSignalId": "ev-data-2026-single-cell-atlas-v4"
+        },
+        {
+          "severity": "major",
+          "code": "MISSING_NEWER_EVIDENCE",
+          "claimId": "claim-protein-benchmark",
+          "topic": "protein structure benchmark",
+          "detail": "Protein structure benchmark leaderboard recalibration (2026-01-22) updates older support but is not cited.",
+          "requiredAction": "Refresh benchmark claims against the recalibrated 2026.01 leaderboard.",
+          "evidenceSignalId": "ev-bench-2026-protein-leaderboard"
+        },
+        {
+          "severity": "major",
+          "code": "BENCHMARK_VERSION_DRIFT",
+          "claimId": "claim-protein-benchmark",
+          "topic": "protein structure benchmark",
+          "detail": "Claim uses benchmark 2024.10; current ledger version is 2026.01.",
+          "requiredAction": "Refresh benchmark claims against the recalibrated 2026.01 leaderboard.",
+          "evidenceSignalId": "ev-bench-2026-protein-leaderboard"
+        }
+      ],
+      "reviewerActions": [
+        {
+          "claimId": "claim-tolerability",
+          "severity": "major",
+          "action": "Add recent evidence or downgrade the claim wording.",
+          "reason": "Latest support is 2021-06-01, older than the 4-year freshness window."
+        },
+        {
+          "claimId": "claim-tolerability",
+          "severity": "critical",
+          "action": "Discuss the larger safety signal before claiming broad tolerability.",
+          "reason": "2025 systematic review of senolytic cardiometabolic safety (2025-11-18) contradicts older support but is not cited."
+        },
+        {
+          "claimId": "claim-organoid-methods",
+          "severity": "major",
+          "action": "Add recent evidence or downgrade the claim wording.",
+          "reason": "Latest support is 2022-02-10, older than the 4-year freshness window."
+        },
+        {
+          "claimId": "claim-organoid-methods",
+          "severity": "major",
+          "action": "Use the 2026.1 organoid reporting checklist for reviewer packets.",
+          "reason": "SCIBASE organoid reporting guidance 2026.1 (2026-02-04) updates older support but is not cited."
+        },
+        {
+          "claimId": "claim-atlas-normalization",
+          "severity": "major",
+          "action": "Add recent evidence or downgrade the claim wording.",
+          "reason": "Latest support is 2021-12-12, older than the 4-year freshness window."
+        },
+        {
+          "claimId": "claim-atlas-normalization",
+          "severity": "major",
+          "action": "Reconcile claims trained on atlas v2.x or v3.x against v4.0 annotations.",
+          "reason": "Single Cell Atlas v4.0 release notes (2026-03-14) supersedes older support but is not cited."
+        },
+        {
+          "claimId": "claim-atlas-normalization",
+          "severity": "major",
+          "action": "Reconcile claims trained on atlas v2.x or v3.x against v4.0 annotations.",
+          "reason": "Claim uses dataset v2.1; current ledger version is v4.0."
+        },
+        {
+          "claimId": "claim-protein-benchmark",
+          "severity": "major",
+          "action": "Refresh benchmark claims against the recalibrated 2026.01 leaderboard.",
+          "reason": "Protein structure benchmark leaderboard recalibration (2026-01-22) updates older support but is not cited."
+        },
+        {
+          "claimId": "claim-protein-benchmark",
+          "severity": "major",
+          "action": "Refresh benchmark claims against the recalibrated 2026.01 leaderboard.",
+          "reason": "Claim uses benchmark 2024.10; current ledger version is 2026.01."
+        }
+      ],
+      "researchGapPrompts": [
+        "Freshness gap: update the evidence base for senolytic cardiometabolic safety before treating the claim as current.",
+        "Freshness gap: update the evidence base for organoid assay reporting before treating the claim as current.",
+        "Freshness gap: update the evidence base for single-cell atlas normalization before treating the claim as current.",
+        "Freshness gap: update the evidence base for protein structure benchmark before treating the claim as current."
+      ],
+      "auditDigest": "2b28dfa1b6fc17166e45aa06df339015e0dec9da568f3a185015dab564cad637"
+    },
+    {
+      "packetId": "ms-ready-telemetry-review",
+      "title": "Telemetry implant arrhythmia replication note",
+      "domain": "clinical devices",
+      "reviewDate": "2026-05-23",
+      "summary": {
+        "status": "ready_for_review",
+        "totalFindings": 1,
+        "actionableFindings": 0,
+        "criticalFindings": 0,
+        "majorFindings": 0,
+        "warningFindings": 0,
+        "readyFindings": 1
+      },
+      "findings": [
+        {
+          "severity": "info",
+          "code": "FRESHNESS_READY",
+          "claimId": "claim-telemetry-risk",
+          "topic": "telemetry implant arrhythmia",
+          "detail": "Claim cites the current evidence signal for its topic.",
+          "requiredAction": "No freshness hold required.",
+          "evidenceSignalId": null
+        }
+      ],
+      "reviewerActions": [],
+      "researchGapPrompts": [],
+      "auditDigest": "30b9621c84e89262d698c368e40fcd6fd32bde83bb05cf9be0e70ad5823c4287"
+    }
+  ],
+  "auditDigest": "45a5a7683b859d96101b72cc8442e889cd630ad2736fcebe4dd6b85302cd0cd8"
+}
diff --git a/literature-freshness-review-assistant/reports/demo.md b/literature-freshness-review-assistant/reports/demo.md
new file mode 100644
index 00000000..3e2ac752
--- /dev/null
+++ b/literature-freshness-review-assistant/reports/demo.md
@@ -0,0 +1,46 @@
+# Literature Freshness Review Assistant
+
+Review date: 2026-05-23
+Overall digest: 45a5a7683b859d96101b72cc8442e889cd630ad2736fcebe4dd6b85302cd0cd8
+
+## Aggregate
+
+- Reviewed manuscripts: 2
+- Held manuscripts: 1
+- Revision manuscripts: 0
+- Ready manuscripts: 1
+- Critical findings: 1
+- Major findings: 8
+- Actionable findings: 9
+
+## Senolytic cardiac safety manuscript
+
+Status: hold_freshness_review
+Digest: 2b28dfa1b6fc17166e45aa06df339015e0dec9da568f3a185015dab564cad637
+
+| Severity | Code | Claim | Detail | Required action |
+| --- | --- | --- | --- | --- |
+| major | STALE_SUPPORT_WINDOW | claim-tolerability | Latest support is 2021-06-01, older than the 4-year freshness window. | Add recent evidence or downgrade the claim wording. |
+| critical | NEWER_CONTRADICTORY_EVIDENCE | claim-tolerability | 2025 systematic review of senolytic cardiometabolic safety (2025-11-18) contradicts older support but is not cited. | Discuss the larger safety signal before claiming broad tolerability. |
+| major | STALE_SUPPORT_WINDOW | claim-organoid-methods | Latest support is 2022-02-10, older than the 4-year freshness window. | Add recent evidence or downgrade the claim wording. |
+| major | MISSING_NEWER_EVIDENCE | claim-organoid-methods | SCIBASE organoid reporting guidance 2026.1 (2026-02-04) updates older support but is not cited. | Use the 2026.1 organoid reporting checklist for reviewer packets. |
+| major | STALE_SUPPORT_WINDOW | claim-atlas-normalization | Latest support is 2021-12-12, older than the 4-year freshness window. | Add recent evidence or downgrade the claim wording. |
+| major | MISSING_NEWER_EVIDENCE | claim-atlas-normalization | Single Cell Atlas v4.0 release notes (2026-03-14) supersedes older support but is not cited. | Reconcile claims trained on atlas v2.x or v3.x against v4.0 annotations. |
+| major | DATASET_VERSION_DRIFT | claim-atlas-normalization | Claim uses dataset v2.1; current ledger version is v4.0. | Reconcile claims trained on atlas v2.x or v3.x against v4.0 annotations. |
+| major | MISSING_NEWER_EVIDENCE | claim-protein-benchmark | Protein structure benchmark leaderboard recalibration (2026-01-22) updates older support but is not cited. | Refresh benchmark claims against the recalibrated 2026.01 leaderboard. |
+| major | BENCHMARK_VERSION_DRIFT | claim-protein-benchmark | Claim uses benchmark 2024.10; current ledger version is 2026.01. | Refresh benchmark claims against the recalibrated 2026.01 leaderboard. |
+
+Research gap prompts:
+- Freshness gap: update the evidence base for senolytic cardiometabolic safety before treating the claim as current.
+- Freshness gap: update the evidence base for organoid assay reporting before treating the claim as current.
+- Freshness gap: update the evidence base for single-cell atlas normalization before treating the claim as current.
+- Freshness gap: update the evidence base for protein structure benchmark before treating the claim as current.
+
+## Telemetry implant arrhythmia replication note
+
+Status: ready_for_review
+Digest: 30b9621c84e89262d698c368e40fcd6fd32bde83bb05cf9be0e70ad5823c4287
+
+| Severity | Code | Claim | Detail | Required action |
+| --- | --- | --- | --- | --- |
+| info | FRESHNESS_READY | claim-telemetry-risk | Claim cites the current evidence signal for its topic. | No freshness hold required. |
diff --git a/literature-freshness-review-assistant/reports/demo.mp4 b/literature-freshness-review-assistant/reports/demo.mp4
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diff --git a/literature-freshness-review-assistant/reports/demo.svg b/literature-freshness-review-assistant/reports/demo.svg
new file mode 100644
index 00000000..5081e22b
--- /dev/null
+++ b/literature-freshness-review-assistant/reports/demo.svg
@@ -0,0 +1,34 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="960" height="560" viewBox="0 0 960 560" role="img" aria-labelledby="title desc">
+  <title id="title">Literature freshness review assistant summary</title>
+  <desc id="desc">Summary of held manuscripts, ready manuscripts, and freshness findings.</desc>
+  <style>
+    .bg { fill: #f8fafc; }
+    .panel { fill: #ffffff; stroke: #cbd5e1; stroke-width: 1.5; }
+    .title { font: 700 34px Arial, sans-serif; fill: #0f172a; }
+    .subtitle { font: 400 18px Arial, sans-serif; fill: #475569; }
+    .label { font: 700 20px Arial, sans-serif; fill: #0f172a; }
+    .value { font: 700 22px Arial, sans-serif; fill: #0f172a; }
+    .digest { font: 400 14px Arial, sans-serif; fill: #475569; }
+  </style>
+  <rect class="bg" width="960" height="560"/>
+  <rect class="panel" x="40" y="40" width="880" height="480" rx="8"/>
+  <text x="72" y="98" class="title">Literature freshness review assistant</text>
+  <text x="72" y="132" class="subtitle">Stale citations, missing newer evidence, and temporal drift before AI review release</text>
+  <text x="72" y="194" class="label">Held</text>
+      <rect x="190" y="170" width="560" height="34" rx="6" fill="#e5e7eb"/>
+      <rect x="190" y="170" width="70" height="34" rx="6" fill="#b91c1c"/>
+      <text x="770" y="194" class="value">1</text>
+  <text x="72" y="264" class="label">Ready</text>
+      <rect x="190" y="240" width="560" height="34" rx="6" fill="#e5e7eb"/>
+      <rect x="190" y="240" width="70" height="34" rx="6" fill="#047857"/>
+      <text x="770" y="264" class="value">1</text>
+  <text x="72" y="334" class="label">Critical</text>
+      <rect x="190" y="310" width="560" height="34" rx="6" fill="#e5e7eb"/>
+      <rect x="190" y="310" width="70" height="34" rx="6" fill="#dc2626"/>
+      <text x="770" y="334" class="value">1</text>
+  <text x="72" y="404" class="label">Major</text>
+      <rect x="190" y="380" width="560" height="34" rx="6" fill="#e5e7eb"/>
+      <rect x="190" y="380" width="560" height="34" rx="6" fill="#d97706"/>
+      <text x="770" y="404" class="value">8</text>
+  <text x="72" y="500" class="digest">Audit digest: 45a5a7683b859d96101b72cc</text>
+</svg>
diff --git a/literature-freshness-review-assistant/sample-data.js b/literature-freshness-review-assistant/sample-data.js
new file mode 100644
index 00000000..1506269c
--- /dev/null
+++ b/literature-freshness-review-assistant/sample-data.js
@@ -0,0 +1,144 @@
+const freshnessPolicy = {
+  reviewDate: "2026-05-23",
+  staleAfterYears: 4,
+  contradictionSeverity: "critical",
+  requiredEvidenceTypes: [
+    "systematic_review",
+    "guideline",
+    "dataset_release",
+    "benchmark_update"
+  ],
+  holdSeverityCutoff: "critical"
+};
+
+const evidenceLedger = {
+  signals: [
+    {
+      id: "ev-sr-2025-senolytic-cardiometabolic",
+      topic: "senolytic cardiometabolic safety",
+      evidenceType: "systematic_review",
+      title: "2025 systematic review of senolytic cardiometabolic safety",
+      published: "2025-11-18",
+      relation: "contradicts",
+      requirement: "Discuss the larger safety signal before claiming broad tolerability.",
+      minCitationDate: "2025-11-18"
+    },
+    {
+      id: "ev-guide-2026-organoid-reporting",
+      topic: "organoid assay reporting",
+      evidenceType: "guideline",
+      title: "SCIBASE organoid reporting guidance 2026.1",
+      published: "2026-02-04",
+      relation: "updates",
+      requirement: "Use the 2026.1 organoid reporting checklist for reviewer packets.",
+      minCitationDate: "2026-02-04"
+    },
+    {
+      id: "ev-data-2026-single-cell-atlas-v4",
+      topic: "single-cell atlas normalization",
+      evidenceType: "dataset_release",
+      title: "Single Cell Atlas v4.0 release notes",
+      published: "2026-03-14",
+      relation: "supersedes",
+      currentVersion: "v4.0",
+      requirement: "Reconcile claims trained on atlas v2.x or v3.x against v4.0 annotations.",
+      minCitationDate: "2026-03-14"
+    },
+    {
+      id: "ev-bench-2026-protein-leaderboard",
+      topic: "protein structure benchmark",
+      evidenceType: "benchmark_update",
+      title: "Protein structure benchmark leaderboard recalibration",
+      published: "2026-01-22",
+      relation: "updates",
+      currentVersion: "2026.01",
+      requirement: "Refresh benchmark claims against the recalibrated 2026.01 leaderboard.",
+      minCitationDate: "2026-01-22"
+    },
+    {
+      id: "ev-sr-2024-telemetry-implant",
+      topic: "telemetry implant arrhythmia",
+      evidenceType: "systematic_review",
+      title: "2024 telemetry implant arrhythmia meta-analysis",
+      published: "2024-09-20",
+      relation: "supports",
+      requirement: "Current support is acceptable if cited with the 2024 meta-analysis.",
+      minCitationDate: "2024-09-20"
+    }
+  ]
+};
+
+const manuscriptPackets = [
+  {
+    id: "ms-hold-senolytic-review",
+    title: "Senolytic cardiac safety manuscript",
+    domain: "translational cardiometabolic biology",
+    claims: [
+      {
+        id: "claim-tolerability",
+        text: "The senolytic cocktail is broadly well tolerated across cardiometabolic cohorts.",
+        topic: "senolytic cardiometabolic safety",
+        supportCitationIds: ["trial-2019-small", "review-2021-safety"],
+        citationYears: [2019, 2021],
+        citationDates: ["2019-08-15", "2021-06-01"],
+        citedCurrentSignalIds: [],
+        tone: "broad"
+      },
+      {
+        id: "claim-organoid-methods",
+        text: "The organoid assay follows current field reporting guidance.",
+        topic: "organoid assay reporting",
+        supportCitationIds: ["organoid-checklist-2022"],
+        citationYears: [2022],
+        citationDates: ["2022-02-10"],
+        citedCurrentSignalIds: [],
+        tone: "current"
+      },
+      {
+        id: "claim-atlas-normalization",
+        text: "The single-cell normalization pipeline reflects current atlas annotations.",
+        topic: "single-cell atlas normalization",
+        supportCitationIds: ["atlas-v2-release"],
+        citationYears: [2021],
+        citationDates: ["2021-12-12"],
+        citedCurrentSignalIds: [],
+        datasetVersion: "v2.1",
+        tone: "current"
+      },
+      {
+        id: "claim-protein-benchmark",
+        text: "The model remains state-of-the-art on the protein structure benchmark.",
+        topic: "protein structure benchmark",
+        supportCitationIds: ["leaderboard-2024-10"],
+        citationYears: [2024],
+        citationDates: ["2024-10-05"],
+        citedCurrentSignalIds: [],
+        benchmarkVersion: "2024.10",
+        tone: "state-of-the-art"
+      }
+    ]
+  },
+  {
+    id: "ms-ready-telemetry-review",
+    title: "Telemetry implant arrhythmia replication note",
+    domain: "clinical devices",
+    claims: [
+      {
+        id: "claim-telemetry-risk",
+        text: "Telemetry implant arrhythmia risk is consistent with the latest meta-analysis.",
+        topic: "telemetry implant arrhythmia",
+        supportCitationIds: ["telemetry-meta-2024"],
+        citationYears: [2024],
+        citationDates: ["2024-09-20"],
+        citedCurrentSignalIds: ["ev-sr-2024-telemetry-implant"],
+        tone: "calibrated"
+      }
+    ]
+  }
+];
+
+module.exports = {
+  freshnessPolicy,
+  evidenceLedger,
+  manuscriptPackets
+};
diff --git a/literature-freshness-review-assistant/scripts/render-demo-video.js b/literature-freshness-review-assistant/scripts/render-demo-video.js
new file mode 100644
index 00000000..c53297c4
--- /dev/null
+++ b/literature-freshness-review-assistant/scripts/render-demo-video.js
@@ -0,0 +1,89 @@
+const fs = require("fs");
+const os = require("os");
+const path = require("path");
+const { spawnSync } = require("child_process");
+
+const {
+  evaluateFreshnessReview
+} = require("../index");
+const {
+  freshnessPolicy,
+  evidenceLedger,
+  manuscriptPackets
+} = require("../sample-data");
+
+const moduleDir = path.join(__dirname, "..");
+const reportsDir = path.join(moduleDir, "reports");
+fs.mkdirSync(reportsDir, { recursive: true });
+
+function candidateFonts() {
+  return [
+    "C:\\Windows\\Fonts\\arial.ttf",
+    "C:\\Windows\\Fonts\\segoeui.ttf",
+    "/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf",
+    "/usr/share/fonts/truetype/liberation2/LiberationSans-Regular.ttf",
+    "/System/Library/Fonts/Supplemental/Arial.ttf",
+    "/Library/Fonts/Arial.ttf"
+  ];
+}
+
+function resolveFontFile() {
+  const font = candidateFonts().find((candidate) => fs.existsSync(candidate));
+  if (!font) {
+    throw new Error("No supported TrueType font file found for ffmpeg drawtext rendering.");
+  }
+  return font;
+}
+
+function escapeDrawtext(value) {
+  return String(value)
+    .replaceAll("\\", "\\\\")
+    .replaceAll(":", "\\:")
+    .replaceAll("'", "\\'")
+    .replaceAll(",", "\\,");
+}
+
+function drawText(fontFile, text, x, y, size, color) {
+  return `drawtext=fontfile='${escapeDrawtext(fontFile)}':text='${escapeDrawtext(text)}':x=${x}:y=${y}:fontsize=${size}:fontcolor=${color}`;
+}
+
+const ffmpegPath = process.env.FFMPEG_PATH || "ffmpeg";
+const fontFile = resolveFontFile();
+const report = evaluateFreshnessReview(manuscriptPackets, evidenceLedger, freshnessPolicy);
+const output = path.join(reportsDir, "demo.mp4");
+const filter = [
+  "color=c=0xf8fafc:s=1280x720:d=5",
+  drawText(fontFile, "Literature Freshness Review Assistant", 70, 70, 42, "0x0f172a"),
+  drawText(fontFile, `Status: ${report.manuscripts[0].summary.status}`, 70, 145, 32, "0xb91c1c"),
+  drawText(fontFile, `Reviewed manuscripts: ${report.aggregate.reviewedManuscripts}`, 70, 220, 28, "0x0f172a"),
+  drawText(fontFile, `Held: ${report.aggregate.heldManuscripts}   Ready: ${report.aggregate.readyManuscripts}`, 70, 270, 28, "0x0f172a"),
+  drawText(fontFile, `Critical freshness findings: ${report.aggregate.criticalFindings}`, 70, 340, 30, "0xdc2626"),
+  drawText(fontFile, `Major freshness findings: ${report.aggregate.majorFindings}`, 70, 390, 30, "0xd97706"),
+  drawText(fontFile, "Checks stale support, missing newer evidence, dataset drift, and benchmark drift.", 70, 475, 25, "0x334155"),
+  drawText(fontFile, `Audit ${report.auditDigest.slice(0, 24)}`, 70, 635, 22, "0x475569")
+].join(",");
+
+const args = [
+  "-y",
+  "-f", "lavfi",
+  "-i", filter,
+  "-t", "5",
+  "-pix_fmt", "yuv420p",
+  "-c:v", "libx264",
+  "-movflags", "+faststart",
+  output
+];
+
+const result = spawnSync(ffmpegPath, args, {
+  encoding: "utf8",
+  stdio: "pipe",
+  windowsHide: true
+});
+
+if (result.status !== 0) {
+  process.stderr.write(result.stderr || result.stdout);
+  throw new Error(`ffmpeg failed with status ${result.status}`);
+}
+
+const stats = fs.statSync(output);
+console.log(`wrote ${path.relative(process.cwd(), output)} (${stats.size} bytes) using ${path.basename(ffmpegPath)} on ${os.platform()}`);
diff --git a/literature-freshness-review-assistant/test.js b/literature-freshness-review-assistant/test.js
new file mode 100644
index 00000000..05d879bc
--- /dev/null
+++ b/literature-freshness-review-assistant/test.js
@@ -0,0 +1,47 @@
+const assert = require("assert");
+
+const {
+  evaluateFreshnessReview,
+  renderMarkdown,
+  renderSvg
+} = require("./index");
+const {
+  freshnessPolicy,
+  evidenceLedger,
+  manuscriptPackets
+} = require("./sample-data");
+
+const report = evaluateFreshnessReview(manuscriptPackets, evidenceLedger, freshnessPolicy);
+
+assert.strictEqual(report.aggregate.reviewedManuscripts, 2);
+assert.strictEqual(report.aggregate.heldManuscripts, 1);
+assert.strictEqual(report.aggregate.readyManuscripts, 1);
+assert.strictEqual(report.aggregate.criticalFindings, 1);
+assert.ok(report.aggregate.majorFindings >= 4);
+
+const held = report.manuscripts.find((entry) => entry.packetId === "ms-hold-senolytic-review");
+assert.ok(held);
+assert.strictEqual(held.summary.status, "hold_freshness_review");
+assert.ok(held.findings.some((finding) => finding.code === "NEWER_CONTRADICTORY_EVIDENCE"));
+assert.ok(held.findings.some((finding) => finding.code === "MISSING_NEWER_EVIDENCE"));
+assert.ok(held.findings.some((finding) => finding.code === "DATASET_VERSION_DRIFT"));
+assert.ok(held.findings.some((finding) => finding.code === "BENCHMARK_VERSION_DRIFT"));
+assert.ok(held.reviewerActions.length >= 4);
+
+const ready = report.manuscripts.find((entry) => entry.packetId === "ms-ready-telemetry-review");
+assert.ok(ready);
+assert.strictEqual(ready.summary.status, "ready_for_review");
+assert.deepStrictEqual(ready.findings.map((finding) => finding.code), ["FRESHNESS_READY"]);
+
+const secondPass = evaluateFreshnessReview(manuscriptPackets, evidenceLedger, freshnessPolicy);
+assert.strictEqual(secondPass.auditDigest, report.auditDigest);
+
+const markdown = renderMarkdown(report);
+assert.ok(markdown.includes("Literature Freshness Review Assistant"));
+assert.ok(markdown.includes("NEWER_CONTRADICTORY_EVIDENCE"));
+
+const svg = renderSvg(report);
+assert.ok(svg.includes("<svg"));
+assert.ok(svg.includes("Literature freshness review assistant"));
+
+console.log("literature freshness review assistant tests passed");