From 60f7e7549db6c9c12466813648472572f5113473 Mon Sep 17 00:00:00 2001
From: Joey Cera <89586838+jtc268@users.noreply.github.com>
Date: Thu, 28 May 2026 02:14:57 -0400
Subject: [PATCH 1/2] Add collaborative notebook reproducibility guard
---
.../README.md | 31 ++
.../acceptance-notes.md | 13 +
collab-notebook-reproducibility-guard/demo.js | 103 ++++++
.../index.js | 350 ++++++++++++++++++
.../make-demo-video.py | 116 ++++++
.../package.json | 12 +
.../reports/clean-notebook-packet.json | 94 +++++
.../reports/demo.mp4 | Bin 0 -> 88432 bytes
.../notebook-reproducibility-report.md | 15 +
.../reports/summary.svg | 23 ++
.../reports/unsafe-notebook-packet.json | 198 ++++++++++
.../reports/warning-notebook-packet.json | 64 ++++
.../requirements-map.md | 15 +
.../sample-data.js | 235 ++++++++++++
collab-notebook-reproducibility-guard/test.js | 81 ++++
15 files changed, 1350 insertions(+)
create mode 100644 collab-notebook-reproducibility-guard/README.md
create mode 100644 collab-notebook-reproducibility-guard/acceptance-notes.md
create mode 100644 collab-notebook-reproducibility-guard/demo.js
create mode 100644 collab-notebook-reproducibility-guard/index.js
create mode 100644 collab-notebook-reproducibility-guard/make-demo-video.py
create mode 100644 collab-notebook-reproducibility-guard/package.json
create mode 100644 collab-notebook-reproducibility-guard/reports/clean-notebook-packet.json
create mode 100644 collab-notebook-reproducibility-guard/reports/demo.mp4
create mode 100644 collab-notebook-reproducibility-guard/reports/notebook-reproducibility-report.md
create mode 100644 collab-notebook-reproducibility-guard/reports/summary.svg
create mode 100644 collab-notebook-reproducibility-guard/reports/unsafe-notebook-packet.json
create mode 100644 collab-notebook-reproducibility-guard/reports/warning-notebook-packet.json
create mode 100644 collab-notebook-reproducibility-guard/requirements-map.md
create mode 100644 collab-notebook-reproducibility-guard/sample-data.js
create mode 100644 collab-notebook-reproducibility-guard/test.js
diff --git a/collab-notebook-reproducibility-guard/README.md b/collab-notebook-reproducibility-guard/README.md
new file mode 100644
index 00000000..18cbccb7
--- /dev/null
+++ b/collab-notebook-reproducibility-guard/README.md
@@ -0,0 +1,31 @@
+# Collaborative Notebook Reproducibility Guard
+
+This module adds a dependency-free pre-acceptance guard for embedded Jupyter-style outputs in the real-time collaborative research editor.
+
+It checks whether notebook outputs are reproducible enough to be accepted into a shared manuscript section. The guard reviews execution order, kernel/runtime fingerprints, dependency lock hashes, random seed capture, input artifact fingerprints, stale output timestamps, unsafe rich HTML, private local paths, and section-version drift.
+
+## Commands
+
+```bash
+npm test
+npm run demo
+npm run video
+npm run check
+```
+
+## Outputs
+
+The demo writes deterministic artifacts to `reports/`:
+
+- `unsafe-notebook-packet.json`
+- `warning-notebook-packet.json`
+- `clean-notebook-packet.json`
+- `notebook-reproducibility-report.md`
+- `summary.svg`
+- `demo.mp4`
+
+## Status Lanes
+
+- `hold_notebook_outputs`: block shared manuscript insertion and require a clean rerun.
+- `stage_for_reproducibility_review`: allow review only after metadata is completed.
+- `accept_notebook_outputs`: output packet is ready for collaborative acceptance.
diff --git a/collab-notebook-reproducibility-guard/acceptance-notes.md b/collab-notebook-reproducibility-guard/acceptance-notes.md
new file mode 100644
index 00000000..eb031794
--- /dev/null
+++ b/collab-notebook-reproducibility-guard/acceptance-notes.md
@@ -0,0 +1,13 @@
+# Acceptance Notes
+
+Validation performed locally:
+
+- `node test.js`
+- `npm test`
+- `npm run demo`
+- `npm run video`
+- `npm run check`
+- `ffprobe` on `reports/demo.mp4`
+- `git diff --check`
+
+The data is synthetic. No external services, credentials, private manuscripts, live collaborator data, or payment details are used.
diff --git a/collab-notebook-reproducibility-guard/demo.js b/collab-notebook-reproducibility-guard/demo.js
new file mode 100644
index 00000000..50952e47
--- /dev/null
+++ b/collab-notebook-reproducibility-guard/demo.js
@@ -0,0 +1,103 @@
+const fs = require('fs');
+const path = require('path');
+
+const { assessNotebookOutputPacket } = require('./index');
+const { cleanPacket, unsafePacket, warningPacket } = require('./sample-data');
+
+const reportsDir = path.join(__dirname, 'reports');
+fs.mkdirSync(reportsDir, { recursive: true });
+
+const unsafeReview = assessNotebookOutputPacket(unsafePacket);
+const warningReview = assessNotebookOutputPacket(warningPacket);
+const cleanReview = assessNotebookOutputPacket(cleanPacket);
+
+writeJson('unsafe-notebook-packet.json', unsafeReview);
+writeJson('warning-notebook-packet.json', warningReview);
+writeJson('clean-notebook-packet.json', cleanReview);
+writeMarkdownReport(unsafeReview, warningReview, cleanReview);
+writeSummarySvg(unsafeReview, warningReview, cleanReview);
+
+console.log('Generated notebook reproducibility artifacts:');
+console.log(`- ${path.join(reportsDir, 'unsafe-notebook-packet.json')}`);
+console.log(`- ${path.join(reportsDir, 'warning-notebook-packet.json')}`);
+console.log(`- ${path.join(reportsDir, 'clean-notebook-packet.json')}`);
+console.log(`- ${path.join(reportsDir, 'notebook-reproducibility-report.md')}`);
+console.log(`- ${path.join(reportsDir, 'summary.svg')}`);
+
+function writeJson(filename, value) {
+ fs.writeFileSync(path.join(reportsDir, filename), `${JSON.stringify(value, null, 2)}\n`);
+}
+
+function writeMarkdownReport(unsafeReview, warningReview, cleanReview) {
+ const lines = [
+ '# Collaborative Notebook Reproducibility Guard',
+ '',
+ 'Synthetic demo packet review for issue #12.',
+ '',
+ '| Packet | Status | Cells | Blockers | Warnings | Action |',
+ '| --- | --- | ---: | ---: | ---: | --- |',
+ row('Unsafe packet', unsafeReview),
+ row('Warning packet', warningReview),
+ row('Clean packet', cleanReview),
+ '',
+ '## Reviewer Notes',
+ '',
+ '- Unsafe packets are held before shared manuscript insertion.',
+ '- Rich HTML outputs are sanitized and local/private paths are redacted.',
+ '- Clean continuous reruns with runtime, seed, dependency lock, and input fingerprints are accepted.'
+ ];
+
+ fs.writeFileSync(path.join(reportsDir, 'notebook-reproducibility-report.md'), `${lines.join('\n')}\n`);
+}
+
+function row(label, packet) {
+ const summary = packet.reproducibilitySummary;
+ return `| ${label} | ${packet.status} | ${summary.cells} | ${summary.blockers} | ${summary.warnings} | ${primaryAction(packet)} |`;
+}
+
+function primaryAction(packet) {
+ return (
+ packet.actions.find((action) => action.startsWith('hold_notebook_outputs')) ||
+ packet.actions.find((action) => action.startsWith('accept_notebook_outputs')) ||
+ packet.actions[0]
+ );
+}
+
+function writeSummarySvg(unsafeReview, warningReview, cleanReview) {
+ const cards = [
+ { label: 'Unsafe', packet: unsafeReview, color: '#b91c1c', x: 28 },
+ { label: 'Warning', packet: warningReview, color: '#b45309', x: 318 },
+ { label: 'Clean', packet: cleanReview, color: '#047857', x: 608 }
+ ];
+
+ const cardSvg = cards.map(({ label, packet, color, x }) => {
+ const summary = packet.reproducibilitySummary;
+ return [
+ ``,
+ `${label}`,
+ `${escapeXml(packet.status)}`,
+ `Cells: ${summary.cells}`,
+ `Blockers: ${summary.blockers}`,
+ `Warnings: ${summary.warnings}`
+ ].join('\n');
+ }).join('\n');
+
+ const svg = [
+ ''
+ ].join('\n');
+
+ fs.writeFileSync(path.join(reportsDir, 'summary.svg'), `${svg}\n`);
+}
+
+function escapeXml(value) {
+ return String(value)
+ .replace(/&/g, '&')
+ .replace(//g, '>')
+ .replace(/"/g, '"');
+}
diff --git a/collab-notebook-reproducibility-guard/index.js b/collab-notebook-reproducibility-guard/index.js
new file mode 100644
index 00000000..d6079e99
--- /dev/null
+++ b/collab-notebook-reproducibility-guard/index.js
@@ -0,0 +1,350 @@
+const crypto = require('crypto');
+
+function assessNotebookOutputPacket(packet) {
+ const cells = packet.cells || [];
+ const orderFindings = assessExecutionOrder(cells);
+ const assessedCells = cells.map((cell) => assessCell(cell, packet));
+ const findings = [
+ ...orderFindings,
+ ...assessedCells.flatMap((item) => item.findings)
+ ].sort(compareFindings);
+
+ const status = chooseStatus(findings);
+ const reviewPacket = {
+ packetId: packet.packetId,
+ workspaceId: packet.workspaceId,
+ manuscriptId: packet.manuscriptId,
+ status,
+ acceptanceLanes: chooseAcceptanceLanes(status),
+ assessedAt: packet.receivedAt,
+ cells: assessedCells.map((item) => item.sanitizedCell),
+ findings,
+ actions: buildActions(packet, findings),
+ reproducibilitySummary: buildSummary(cells, findings)
+ };
+
+ reviewPacket.auditDigest = digestPacket(reviewPacket);
+ return reviewPacket;
+}
+
+function assessCell(cell, packet) {
+ const findings = [];
+ const sanitizedCell = sanitizeCellBase(cell);
+
+ if (!cell.kernel || !cell.kernel.name || !cell.kernel.version) {
+ findings.push(finding({
+ code: 'MISSING_KERNEL_VERSION',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: 'Notebook output is missing the kernel name or version used to produce it.'
+ }));
+ } else if (!cell.kernel.runtimeDigest) {
+ findings.push(finding({
+ code: 'MISSING_RUNTIME_DIGEST',
+ severity: 'warning',
+ cellId: cell.id,
+ message: 'Kernel version is present but the runtime digest was not captured.'
+ }));
+ }
+
+ const expectedLock = expectedDependencyLock(packet, cell);
+ if (expectedLock && cell.dependencyLock?.digest !== expectedLock.digest) {
+ findings.push(finding({
+ code: 'DEPENDENCY_LOCK_MISMATCH',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: `Notebook output was created with dependency lock ${cell.dependencyLock?.digest || 'missing'}, expected ${expectedLock.digest}.`
+ }));
+ }
+
+ if (cell.stochastic && !cell.randomSeed) {
+ findings.push(finding({
+ code: 'MISSING_RANDOM_SEED',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: 'Stochastic notebook cell output cannot be accepted without a captured random seed.'
+ }));
+ }
+
+ const missingInputs = (cell.inputs || []).filter((input) => !input.digest);
+ if (missingInputs.length) {
+ findings.push(finding({
+ code: 'MISSING_INPUT_FINGERPRINT',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: `${missingInputs.length} notebook input artifact(s) lack a content fingerprint.`
+ }));
+ }
+
+ if (isStaleOutput(cell, packet, expectedLock)) {
+ findings.push(finding({
+ code: 'STALE_NOTEBOOK_OUTPUT',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: 'Notebook output predates the current data, dependency, or manuscript section revision.'
+ }));
+ }
+
+ if (hasUntrustedRichHtml(cell.outputs)) {
+ findings.push(finding({
+ code: 'UNTRUSTED_RICH_HTML_OUTPUT',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: 'Notebook rich output contains untrusted HTML or scriptable attributes.'
+ }));
+ sanitizedCell.outputs = sanitizeOutputs(cell.outputs || []);
+ }
+
+ if (containsPrivatePathInOutputs(cell.outputs)) {
+ findings.push(finding({
+ code: 'PRIVATE_OUTPUT_PATH',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: 'Notebook output references a local or private filesystem path.'
+ }));
+ sanitizedCell.outputs = sanitizeOutputs(sanitizedCell.outputs || cell.outputs || []);
+ }
+
+ const currentSectionVersion = packet.currentSectionVersions?.[cell.sectionId];
+ if (currentSectionVersion && cell.sectionVersion !== currentSectionVersion) {
+ findings.push(finding({
+ code: 'SECTION_VERSION_MISMATCH',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: `Output targets section version ${cell.sectionVersion || 'missing'}, expected ${currentSectionVersion}.`
+ }));
+ }
+
+ sanitizedCell.reviewState = findings.length ? 'reproducibility_review_required' : 'ready_for_collaborative_acceptance';
+ return { sanitizedCell, findings };
+}
+
+function assessExecutionOrder(cells) {
+ const findings = [];
+ const byNotebook = new Map();
+
+ for (const cell of cells) {
+ const key = cell.notebookId || 'unknown-notebook';
+ if (!byNotebook.has(key)) byNotebook.set(key, []);
+ byNotebook.get(key).push(cell);
+ }
+
+ for (const [notebookId, notebookCells] of byNotebook.entries()) {
+ const counts = new Map();
+ for (const cell of notebookCells) {
+ if (!Number.isInteger(cell.executionCount) || cell.executionCount <= 0) {
+ findings.push(finding({
+ code: 'INVALID_EXECUTION_COUNT',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: `Notebook ${notebookId} cell has no positive execution counter.`
+ }));
+ continue;
+ }
+ counts.set(cell.executionCount, (counts.get(cell.executionCount) || 0) + 1);
+ }
+
+ for (const cell of notebookCells) {
+ if (counts.get(cell.executionCount) > 1) {
+ findings.push(finding({
+ code: 'DUPLICATE_EXECUTION_COUNT',
+ severity: 'blocker',
+ cellId: cell.id,
+ message: `Execution count ${cell.executionCount} appears more than once in ${notebookId}.`
+ }));
+ }
+ }
+
+ const ordered = notebookCells
+ .filter((cell) => Number.isInteger(cell.executionCount))
+ .sort((a, b) => a.executionCount - b.executionCount);
+ for (let index = 1; index < ordered.length; index += 1) {
+ if (ordered[index].executionCount !== ordered[index - 1].executionCount + 1) {
+ findings.push(finding({
+ code: 'EXECUTION_ORDER_GAP',
+ severity: 'blocker',
+ cellId: ordered[index].id,
+ message: `Notebook ${notebookId} output sequence is not a clean rerun from a continuous kernel.`
+ }));
+ break;
+ }
+ }
+ }
+
+ return findings;
+}
+
+function sanitizeCellBase(cell) {
+ const sanitized = clone(cell);
+ sanitized.outputs = sanitizeOutputs(cell.outputs || []);
+ return sanitized;
+}
+
+function sanitizeOutputs(outputs) {
+ return outputs.map((output) => {
+ const sanitized = { ...output };
+ if (typeof sanitized.content === 'string') {
+ sanitized.content = stripUnsafeHtml(redactPrivatePaths(sanitized.content));
+ }
+ if (sanitized.mime === 'text/html') {
+ sanitized.trusted = false;
+ }
+ return sanitized;
+ });
+}
+
+function hasUntrustedRichHtml(outputs = []) {
+ return outputs.some((output) => (
+ output.mime === 'text/html' &&
+ (output.trusted !== true || / containsPrivatePath(output.content || ''));
+}
+
+function containsPrivatePath(value) {
+ return /(?:file:\/\/|\/Users\/[^ \n<]+|\/home\/[^ \n<]+|private-lab|patient-export|restricted-dataset)/i.test(value);
+}
+
+function redactPrivatePaths(value) {
+ return value
+ .replace(/file:\/\/[^ \n<]+/gi, '[redacted-local-path]')
+ .replace(/\/Users\/[^ \n<]+/g, '[redacted-local-path]')
+ .replace(/\/home\/[^ \n<]+/g, '[redacted-local-path]')
+ .replace(/private-lab\/[^\s<]+/gi, 'private-lab/[redacted]')
+ .replace(/restricted-dataset\/[^\s<]+/gi, 'restricted-dataset/[redacted]');
+}
+
+function stripUnsafeHtml(value) {
+ return value
+ .replace(/]*>[\s\S]*?<\/script>/gi, '[removed-script]')
+ .replace(/\son(?:error|click|load)\s*=\s*["'][^"']*["']/gi, '')
+ .replace(/javascript:/gi, 'blocked-javascript:');
+}
+
+function expectedDependencyLock(packet, cell) {
+ const locks = packet.acceptedDependencyLocks || {};
+ return locks[cell.notebookId] || locks[cell.kernel?.name] || null;
+}
+
+function isStaleOutput(cell, packet, expectedLock) {
+ const executedAt = Date.parse(cell.lastExecutedAt);
+ if (!executedAt) return true;
+
+ const freshnessDates = [
+ packet.currentDataRevisionAt,
+ packet.currentNotebookRevisionAt,
+ expectedLock?.updatedAt
+ ].map((value) => Date.parse(value)).filter(Boolean);
+
+ return freshnessDates.some((freshAt) => executedAt < freshAt);
+}
+
+function chooseStatus(findings) {
+ if (findings.some((item) => item.severity === 'blocker')) return 'hold_notebook_outputs';
+ if (findings.length) return 'stage_for_reproducibility_review';
+ return 'accept_notebook_outputs';
+}
+
+function chooseAcceptanceLanes(status) {
+ if (status === 'hold_notebook_outputs') {
+ return {
+ manuscriptInsertion: 'blocked',
+ reviewerPreview: 'sanitized',
+ auditRetention: 'reproducibility_hold'
+ };
+ }
+ if (status === 'stage_for_reproducibility_review') {
+ return {
+ manuscriptInsertion: 'review_required',
+ reviewerPreview: 'watermarked',
+ auditRetention: 'standard'
+ };
+ }
+ return {
+ manuscriptInsertion: 'allowed',
+ reviewerPreview: 'allowed',
+ auditRetention: 'standard'
+ };
+}
+
+function buildActions(packet, findings) {
+ if (!findings.length) return [`accept_notebook_outputs:${packet.packetId}`];
+
+ const actions = new Set();
+ if (findings.some((item) => item.severity === 'blocker')) {
+ actions.add(`hold_notebook_outputs:${packet.packetId}`);
+ actions.add('rerun_notebook_from_clean_kernel');
+ }
+ for (const item of findings) {
+ if (item.code === 'MISSING_RUNTIME_DIGEST') actions.add(`capture_runtime_digest:${item.cellId}`);
+ if (item.code === 'DEPENDENCY_LOCK_MISMATCH') actions.add(`refresh_dependency_lock:${item.cellId}`);
+ if (item.code === 'MISSING_RANDOM_SEED') actions.add(`record_random_seed:${item.cellId}`);
+ if (item.code === 'MISSING_INPUT_FINGERPRINT') actions.add(`attach_input_fingerprints:${item.cellId}`);
+ if (item.code === 'STALE_NOTEBOOK_OUTPUT') actions.add(`rerun_stale_cell:${item.cellId}`);
+ if (item.code === 'UNTRUSTED_RICH_HTML_OUTPUT') actions.add(`sanitize_rich_output:${item.cellId}`);
+ if (item.code === 'PRIVATE_OUTPUT_PATH') actions.add(`redact_private_output_paths:${item.cellId}`);
+ if (item.code === 'SECTION_VERSION_MISMATCH') actions.add(`rebase_output_to_current_section:${item.cellId}`);
+ if (item.code === 'EXECUTION_ORDER_GAP' || item.code === 'DUPLICATE_EXECUTION_COUNT') {
+ actions.add('reset_kernel_and_run_all_cells');
+ }
+ }
+ return Array.from(actions).sort();
+}
+
+function buildSummary(cells, findings) {
+ const blockers = findings.filter((item) => item.severity === 'blocker').length;
+ const warnings = findings.filter((item) => item.severity === 'warning').length;
+ const notebooks = new Set(cells.map((cell) => cell.notebookId || 'unknown-notebook'));
+ const trustedOutputs = cells.flatMap((cell) => cell.outputs || []).filter((output) => output.trusted === true).length;
+
+ return {
+ notebooks: notebooks.size,
+ cells: cells.length,
+ trustedOutputs,
+ blockers,
+ warnings
+ };
+}
+
+function finding({ code, severity, cellId, message }) {
+ return { code, severity, cellId, message };
+}
+
+function compareFindings(a, b) {
+ const severityRank = { blocker: 0, warning: 1, info: 2 };
+ return (
+ severityRank[a.severity] - severityRank[b.severity] ||
+ String(a.cellId || '').localeCompare(String(b.cellId || '')) ||
+ a.code.localeCompare(b.code)
+ );
+}
+
+function digestPacket(packet) {
+ return digestValue(stableStringify(packet));
+}
+
+function digestValue(value) {
+ return crypto.createHash('sha256').update(String(value)).digest('hex');
+}
+
+function stableStringify(value) {
+ if (Array.isArray(value)) return `[${value.map(stableStringify).join(',')}]`;
+ if (value && typeof value === 'object') {
+ return `{${Object.keys(value).sort().map((key) => `${JSON.stringify(key)}:${stableStringify(value[key])}`).join(',')}}`;
+ }
+ return JSON.stringify(value);
+}
+
+function clone(value) {
+ return JSON.parse(JSON.stringify(value));
+}
+
+module.exports = {
+ assessNotebookOutputPacket,
+ sanitizeOutputs,
+ redactPrivatePaths,
+ stripUnsafeHtml
+};
diff --git a/collab-notebook-reproducibility-guard/make-demo-video.py b/collab-notebook-reproducibility-guard/make-demo-video.py
new file mode 100644
index 00000000..19407f04
--- /dev/null
+++ b/collab-notebook-reproducibility-guard/make-demo-video.py
@@ -0,0 +1,116 @@
+import subprocess
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parent
+OUT = ROOT / "reports" / "demo.mp4"
+TMP = ROOT / "reports" / "video-tmp"
+
+TMP.mkdir(parents=True, exist_ok=True)
+
+slides = [
+ {
+ "title": "Unsafe packet",
+ "subtitle": "Held before manuscript insertion",
+ "body": "Blocks stale outputs, duplicate execution counts, unsafe HTML, private paths",
+ "action": "Action: rerun notebook from a clean kernel",
+ "color": "0xb91c1c",
+ },
+ {
+ "title": "Warning packet",
+ "subtitle": "Runtime digest review required",
+ "body": "Stages metadata-only gaps without blocking collaborators",
+ "action": "Action: capture runtime digest",
+ "color": "0xb45309",
+ },
+ {
+ "title": "Clean packet",
+ "subtitle": "Accepted for collaborative use",
+ "body": "Requires lock hash, input fingerprints, seed, and continuous execution order",
+ "action": "Action: accept notebook outputs",
+ "color": "0x047857",
+ },
+]
+
+FONT_CANDIDATES = [
+ "/System/Library/Fonts/Supplemental/Arial.ttf",
+ "/Library/Fonts/Arial.ttf",
+ "/System/Library/Fonts/Helvetica.ttc",
+]
+FONT = next((font for font in FONT_CANDIDATES if Path(font).exists()), None)
+
+
+def drawtext(text, x, y, size, color="white"):
+ escaped = text.replace("\\", "\\\\").replace(":", "\\:").replace("'", "\\'")
+ parts = []
+ if FONT:
+ parts.append(f"fontfile='{FONT}'")
+ parts.extend([
+ f"text='{escaped}'",
+ f"x={x}",
+ f"y={y}",
+ f"fontsize={size}",
+ f"fontcolor={color}",
+ ])
+ return "drawtext=" + ":".join(parts)
+
+
+segments = []
+for index, slide in enumerate(slides):
+ segment = TMP / f"segment_{index}.mp4"
+ filters = [
+ "drawbox=x=48:y=48:w=864:h=444:color=white@0.12:t=fill",
+ drawtext("Notebook Output Reproducibility Guard", 76, 78, 28),
+ drawtext(slide["title"], 76, 150, 58),
+ drawtext(slide["subtitle"], 80, 230, 32),
+ drawtext(slide["body"], 80, 306, 22),
+ drawtext(slide["action"], 80, 360, 24),
+ ]
+ subprocess.run(
+ [
+ "ffmpeg",
+ "-y",
+ "-f",
+ "lavfi",
+ "-i",
+ f"color=c={slide['color']}:s=960x540:d=3",
+ "-vf",
+ ",".join(filters),
+ "-pix_fmt",
+ "yuv420p",
+ str(segment),
+ ],
+ cwd=str(ROOT),
+ check=True,
+ stdout=subprocess.DEVNULL,
+ stderr=subprocess.DEVNULL,
+ )
+ segments.append(segment)
+
+concat_file = TMP / "segments.txt"
+concat_file.write_text("".join(f"file '{segment}'\n" for segment in segments), encoding="utf-8")
+
+subprocess.run(
+ [
+ "ffmpeg",
+ "-y",
+ "-f",
+ "concat",
+ "-safe",
+ "0",
+ "-i",
+ str(concat_file),
+ "-c",
+ "copy",
+ str(OUT),
+ ],
+ cwd=str(ROOT),
+ check=True,
+ stdout=subprocess.DEVNULL,
+ stderr=subprocess.DEVNULL,
+)
+
+for file in TMP.glob("*"):
+ file.unlink()
+TMP.rmdir()
+
+print(f"Wrote {OUT} ({OUT.stat().st_size} bytes)")
diff --git a/collab-notebook-reproducibility-guard/package.json b/collab-notebook-reproducibility-guard/package.json
new file mode 100644
index 00000000..3163504e
--- /dev/null
+++ b/collab-notebook-reproducibility-guard/package.json
@@ -0,0 +1,12 @@
+{
+ "name": "collab-notebook-reproducibility-guard",
+ "version": "1.0.0",
+ "private": true,
+ "description": "Dependency-free reproducibility guard for collaborative notebook outputs in research editor manuscripts.",
+ "scripts": {
+ "test": "node test.js",
+ "demo": "node demo.js",
+ "video": "python3 make-demo-video.py",
+ "check": "node --check index.js && node --check sample-data.js && node --check test.js && node --check demo.js"
+ }
+}
diff --git a/collab-notebook-reproducibility-guard/reports/clean-notebook-packet.json b/collab-notebook-reproducibility-guard/reports/clean-notebook-packet.json
new file mode 100644
index 00000000..463b3ede
--- /dev/null
+++ b/collab-notebook-reproducibility-guard/reports/clean-notebook-packet.json
@@ -0,0 +1,94 @@
+{
+ "packetId": "notebook-output-packet-clean",
+ "workspaceId": "workspace-neuro-42",
+ "manuscriptId": "ms-neuro-response",
+ "status": "accept_notebook_outputs",
+ "acceptanceLanes": {
+ "manuscriptInsertion": "allowed",
+ "reviewerPreview": "allowed",
+ "auditRetention": "standard"
+ },
+ "assessedAt": "2026-05-28T10:35:00Z",
+ "cells": [
+ {
+ "id": "cell-clean-load",
+ "notebookId": "nb-response-model",
+ "sectionId": "results",
+ "sectionVersion": "sec-results-v9",
+ "executionCount": 1,
+ "lastExecutedAt": "2026-05-28T10:05:00Z",
+ "kernel": {
+ "name": "python",
+ "version": "3.11.8",
+ "runtimeDigest": "sha256:runtime-current"
+ },
+ "dependencyLock": {
+ "manager": "pip-tools",
+ "digest": "sha256:lockfile-current-77a"
+ },
+ "stochastic": false,
+ "inputs": [
+ {
+ "id": "cohort-export",
+ "digest": "sha256:cohort-stable"
+ }
+ ],
+ "outputs": [
+ {
+ "mime": "text/plain",
+ "content": "Loaded 128 anonymized rows from cohort artifact sha256:cohort-stable.",
+ "trusted": true
+ }
+ ],
+ "reviewState": "ready_for_collaborative_acceptance"
+ },
+ {
+ "id": "cell-clean-fit",
+ "notebookId": "nb-response-model",
+ "sectionId": "results",
+ "sectionVersion": "sec-results-v9",
+ "executionCount": 2,
+ "lastExecutedAt": "2026-05-28T10:08:00Z",
+ "kernel": {
+ "name": "python",
+ "version": "3.11.8",
+ "runtimeDigest": "sha256:runtime-current"
+ },
+ "dependencyLock": {
+ "manager": "pip-tools",
+ "digest": "sha256:lockfile-current-77a"
+ },
+ "stochastic": true,
+ "randomSeed": {
+ "value": 20260528,
+ "capturedAt": "2026-05-28T10:07:59Z"
+ },
+ "inputs": [
+ {
+ "id": "cohort-export",
+ "digest": "sha256:cohort-stable"
+ }
+ ],
+ "outputs": [
+ {
+ "mime": "text/markdown",
+ "content": "Model AUC: 0.82. Bootstrap CI generated with seed 20260528.",
+ "trusted": true
+ }
+ ],
+ "reviewState": "ready_for_collaborative_acceptance"
+ }
+ ],
+ "findings": [],
+ "actions": [
+ "accept_notebook_outputs:notebook-output-packet-clean"
+ ],
+ "reproducibilitySummary": {
+ "notebooks": 1,
+ "cells": 2,
+ "trustedOutputs": 2,
+ "blockers": 0,
+ "warnings": 0
+ },
+ "auditDigest": "2c600c8f6698badf782674dc103ce798936b00df1db2fab78b357c18fdcd88d6"
+}
diff --git a/collab-notebook-reproducibility-guard/reports/demo.mp4 b/collab-notebook-reproducibility-guard/reports/demo.mp4
new file mode 100644
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