From e16907c5b1ab4dd93326c8abdf33edbba2fe8a43 Mon Sep 17 00:00:00 2001
From: Yahiewi <yahiahenien@gmail.com>
Date: Mon, 15 Jun 2026 17:21:45 +0200
Subject: [PATCH 1/2] Add metadata filtering options

---
 package-lock.json      | 589 ++++++-----------------------------------
 src/index.ts           |  22 +-
 src/notebook.ts        |   5 +
 src/toMystMd.ts        |  19 +-
 src/toPy.ts            |  21 +-
 src/utils.ts           | 142 +++++++++-
 test/serialize.test.ts |  82 ++++++
 7 files changed, 342 insertions(+), 538 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index 35931a0..b24a3f0 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "plainb",
-  "version": "1.1.0",
+  "version": "1.9.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "plainb",
-      "version": "1.1.0",
+      "version": "1.9.0",
       "license": "MIT",
       "devDependencies": {
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@@ -26,7 +26,6 @@
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       "dev": true,
       "license": "MIT",
-      "peer": true,
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         "@actions/http-client": "^4.0.0"
@@ -38,7 +37,6 @@
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       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@actions/io": "^3.0.2"
       }
@@ -49,7 +47,6 @@
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       "dev": true,
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-      "peer": true,
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         "tunnel": "^0.0.6",
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@@ -61,7 +58,6 @@
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       "dev": true,
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-      "peer": true,
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@@ -71,8 +67,7 @@
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       "dev": true,
-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
     },
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-      "peer": true,
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-      "peer": true,
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@@ -108,7 +101,6 @@
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-      "peer": true,
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       "dev": true,
-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
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     "node_modules/@octokit/plugin-paginate-rest": {
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       "dev": true,
-      "license": "ISC",
-      "peer": true
+      "license": "ISC"
     },
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@@ -500,7 +479,6 @@
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       "dev": true,
-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
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@@ -543,7 +520,6 @@
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       "license": "MIT",
-      "peer": true,
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@@ -4814,29 +4574,25 @@
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@@ -5587,15 +5290,13 @@
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@@ -8242,7 +7815,6 @@
       "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=0.4"
       }
@@ -8253,7 +7825,6 @@
       "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
       "dev": true,
       "license": "ISC",
-      "peer": true,
       "engines": {
         "node": ">=10"
       }
@@ -8264,7 +7835,6 @@
       "integrity": "sha512-4UEqdc2RYGHZc7Doyqkrqiln3p9X2DZVxaGbwhn2pi7MrRagKaOcIKe8L3OxYcbhXLgLFUS3zAYuQjKBQgmuNg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "cliui": "^9.0.1",
         "escalade": "^3.1.1",
@@ -8283,7 +7853,6 @@
       "integrity": "sha512-rwu/ClNdSMpkSrUb+d6BRsSkLUq1fmfsY6TOpYzTwvwkg1/NRG85KBy3kq++A8LKQwX6lsu+aWad+2khvuXrqw==",
       "dev": true,
       "license": "ISC",
-      "peer": true,
       "engines": {
         "node": "^20.19.0 || ^22.12.0 || >=23"
       }
@@ -8293,8 +7862,7 @@
       "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-10.6.0.tgz",
       "integrity": "sha512-toUI84YS5YmxW219erniWD0CIVOo46xGKColeNQRgOzDorgBi1v4D71/OFzgD9GO2UGKIv1C3Sp8DAn0+j5w7A==",
       "dev": true,
-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
     },
     "node_modules/yargs/node_modules/string-width": {
       "version": "7.2.0",
@@ -8302,7 +7870,6 @@
       "integrity": "sha512-tsaTIkKW9b4N+AEj+SVA+WhJzV7/zMhcSu78mLKWSk7cXMOSHsBKFWUs0fWwq8QyK3MgJBQRX6Gbi4kYbdvGkQ==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "emoji-regex": "^10.3.0",
         "get-east-asian-width": "^1.0.0",
@@ -8321,7 +7888,6 @@
       "integrity": "sha512-yDPMNjp4WyfYBkHnjIRLfca1i6KMyGCtsVgoKe/z1+6vukgaENdgGBZt+ZmKPc4gavvEZ5OgHfHdrazhgNyG7w==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "ansi-regex": "^6.2.2"
       },
@@ -8351,7 +7917,6 @@
       "integrity": "sha512-CzhO+pFNo8ajLM2d2IW/R93ipy99LWjtwblvC1RsoSUMZgyLbYFr221TnSNT7GjGdYui6P459mw9JH/g/zW2ug==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=18"
       },
diff --git a/src/index.ts b/src/index.ts
index 284c321..e8435d0 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -20,7 +20,7 @@ import { toClassicMd } from "./toClassicMd";
 import { toMystMd } from "./toMystMd";
 import { toSphinxGallery } from "./toSphinxGallery";
 import type { PlainbFormat } from "./detect";
-import type { Notebook } from "./notebook";
+import type { Notebook, SerializationOptions } from "./notebook";
 
 /**
  * Parse a file by explicitly providing the format.
@@ -41,9 +41,13 @@ export function parse(text: string, format: "py" | "md" | "sphinx-gallery"): Not
  * @param notebook - the notebook to serialize
  * @param format - the format to serialize to, "py", "md", or "sphinx-gallery"
  */
-export function serialize(notebook: Notebook, format: "py" | "md" | "sphinx-gallery"): string {
-  if (format === "py") return toPy(notebook);
-  if (format === "md") return toMystMd(notebook);
+export function serialize(
+  notebook: Notebook,
+  format: "py" | "md" | "sphinx-gallery",
+  options?: SerializationOptions
+): string {
+  if (format === "py") return toPy(notebook, options);
+  if (format === "md") return toMystMd(notebook, options);
   if (format === "sphinx-gallery") return toSphinxGallery(notebook);
   throw new Error(`Unknown format: "${format}". Expected "py", "md", or "sphinx-gallery".`);
 }
@@ -73,14 +77,18 @@ export function parseFormat(text: string, format: PlainbFormat): Notebook {
  * @param notebook - the notebook to serialize
  * @param format - the target format
  */
-export function serializeFormat(notebook: Notebook, format: PlainbFormat): string {
+export function serializeFormat(
+  notebook: Notebook,
+  format: PlainbFormat,
+  options?: SerializationOptions
+): string {
   switch (format) {
     case "percent":
-      return toPy(notebook);
+      return toPy(notebook, options);
     case "sphinx-gallery":
       return toSphinxGallery(notebook);
     case "myst":
-      return toMystMd(notebook);
+      return toMystMd(notebook, options);
     case "classic":
       return toClassicMd(notebook);
   }
diff --git a/src/notebook.ts b/src/notebook.ts
index 0830d88..df60a19 100644
--- a/src/notebook.ts
+++ b/src/notebook.ts
@@ -111,3 +111,8 @@ export function rawCell(
 export function makeNotebook(cells: Cell[], metadata: Record<string, unknown> = {}): Notebook {
   return { nbformat: 4, nbformat_minor: 5, metadata, cells };
 }
+
+export interface SerializationOptions {
+  notebookMetadataFilter?: string;
+  cellMetadataFilter?: string;
+}
diff --git a/src/toMystMd.ts b/src/toMystMd.ts
index 987f719..6745cdf 100644
--- a/src/toMystMd.ts
+++ b/src/toMystMd.ts
@@ -1,5 +1,5 @@
-import type { Notebook } from "./notebook";
-import { stringifyYAML, pythonStyleJSON, cleanCellMetadata } from "./utils";
+import type { Notebook, SerializationOptions } from "./notebook";
+import { stringifyYAML, pythonStyleJSON, cleanCellMetadata, filterMetadata } from "./utils";
 
 // ---------------------------------------------------------------------------
 // Notebook → MyST Markdown serializer
@@ -48,16 +48,23 @@ function serializeCompactOptions(meta: Record<string, unknown>): string[] {
  * - Code cells → ` ```{code-cell} ` directive with shorthand options
  * - Raw cells  → ` ```{raw-cell} ` directive with shorthand options
  */
-export function toMystMd(notebook: Notebook): string {
+export function toMystMd(notebook: Notebook, options?: SerializationOptions): string {
   const parts: string[] = [];
 
-  if (Object.keys(notebook.metadata).length > 0) {
-    const yamlStr = stringifyYAML(notebook.metadata);
+  const notebookMeta = typeof options?.notebookMetadataFilter === "string"
+    ? filterMetadata(notebook.metadata, options.notebookMetadataFilter)
+    : notebook.metadata;
+
+  if (Object.keys(notebookMeta).length > 0) {
+    const yamlStr = stringifyYAML(notebookMeta);
     parts.push(`---\n${yamlStr}\n---`);
   }
 
   for (const cell of notebook.cells) {
-    const cleanMeta = cleanCellMetadata(cell.metadata);
+    const cleanMeta = options?.cellMetadataFilter !== undefined
+      ? filterMetadata(cell.metadata, options.cellMetadataFilter)
+      : cleanCellMetadata(cell.metadata);
+
     if (cell.cell_type === "markdown") {
       const hasMeta = Object.keys(cleanMeta).length > 0;
       if (parts.length > 0 || hasMeta) {
diff --git a/src/toPy.ts b/src/toPy.ts
index 6f553a6..eb949f4 100644
--- a/src/toPy.ts
+++ b/src/toPy.ts
@@ -1,5 +1,5 @@
-import type { Notebook } from "./notebook";
-import { stringifyYAML, pythonStyleJSON, cleanCellMetadata } from "./utils";
+import type { Notebook, SerializationOptions } from "./notebook";
+import { stringifyYAML, pythonStyleJSON, cleanCellMetadata, filterMetadata } from "./utils";
 
 // ---------------------------------------------------------------------------
 // Notebook → Python percent format serializer
@@ -78,11 +78,18 @@ function buildDelimiter(cellType: string, meta: Record<string, unknown>): string
  * - Raw cells → `# %% [raw]` delimiter + `# `-prefixed lines
  * - Cell name and tags from metadata are encoded in the delimiter line
  */
-export function toPy(notebook: Notebook): string {
+export function toPy(
+  notebook: Notebook,
+  options?: SerializationOptions
+): string {
   const parts: string[] = [];
 
-  if (Object.keys(notebook.metadata).length > 0) {
-    const yamlStr = stringifyYAML({ jupyter: notebook.metadata });
+  const notebookMeta = options?.notebookMetadataFilter !== undefined
+    ? filterMetadata(notebook.metadata, options.notebookMetadataFilter)
+    : notebook.metadata;
+
+  if (Object.keys(notebookMeta).length > 0) {
+    const yamlStr = stringifyYAML({ jupyter: notebookMeta });
     const commentedYaml = yamlStr
       .split("\n")
       .map((line) => (line === "" ? "#" : `# ${line}`))
@@ -91,7 +98,9 @@ export function toPy(notebook: Notebook): string {
   }
 
   for (const cell of notebook.cells) {
-    const cleanMeta = cleanCellMetadata(cell.metadata);
+    const cleanMeta = options?.cellMetadataFilter !== undefined
+      ? filterMetadata(cell.metadata, options.cellMetadataFilter)
+      : cleanCellMetadata(cell.metadata);
     const delimiter = buildDelimiter(cell.cell_type, cleanMeta);
     const src = joinSource(cell.source);
 
diff --git a/src/utils.ts b/src/utils.ts
index afca03e..ee1fa78 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -246,18 +246,146 @@ export function pythonStyleJSON(val: unknown): string {
 export function cleanCellMetadata(meta: Record<string, unknown>): Record<string, unknown> {
   const clean = { ...meta };
   const keysToFilter = [
-    "trusted",
+    "autoscroll",
     "collapsed",
     "scrolled",
-    "autoscroll",
-    "ExecuteTime",
-    "execution",
-    "heading_collapsed",
-    "jp-MarkdownHeadingCollapsed",
-    "user_expressions",
+    "trusted",
+    "ExecuteTime"
   ];
   for (const key of keysToFilter) {
     delete clean[key];
   }
   return clean;
 }
+
+interface FilterRule {
+  isNegated: boolean;
+  keys: string[];
+}
+
+/**
+ * Evaluates a metadata key path against the filter rules to determine the action:
+ * - "include": keep the value as-is.
+ * - "exclude": drop the value.
+ * - "traverse": recurse into the nested object to apply more specific rules.
+ */
+function getPathAction(path: string[], rules: FilterRule[], defaultInclude: boolean): "include" | "exclude" | "traverse" {
+  // Check if there are any descendant rules (eg. nbgrader.grade)
+  const hasDescendantRule = rules.some((rule) => {
+    if (rule.keys.length > path.length) {
+      return path.every((k, i) => rule.keys[i] === k);
+    }
+    return false;
+  });
+
+  // Find the most specific rule that is a prefix (or equal) of the path
+  let bestMatchingRule: FilterRule | null = null;
+  for (const rule of rules) {
+    if (rule.keys.length <= path.length) {
+      const isPrefix = rule.keys.every((k, i) => path[i] === k);
+      if (isPrefix) {
+        if (!bestMatchingRule || rule.keys.length > bestMatchingRule.keys.length) {
+          bestMatchingRule = rule;
+        }
+      }
+    }
+  }
+
+  if (bestMatchingRule) {
+    if (bestMatchingRule.isNegated) {
+      if (hasDescendantRule) {
+        return "traverse";
+      }
+      return "exclude";
+    } else {
+      return "include";
+    }
+  }
+
+  if (hasDescendantRule) {
+    return "traverse";
+  }
+
+  return defaultInclude ? "include" : "exclude";
+}
+
+/**
+ * Filters metadata keys according to a Jupytext filter string.
+ * Supports positive/negative filters, all/none, and nested keys via dot-notation.
+ */
+export function filterMetadata(meta: Record<string, unknown>, filterStr: string): Record<string, unknown> {
+  if (!filterStr || typeof filterStr !== "string") {
+    return meta;
+  }
+
+  const parts = filterStr
+    .split(",")
+    .map((s) => s.trim())
+    .filter(Boolean);
+
+  const rules: FilterRule[] = [];
+  let defaultInclude = false;
+  let hasAll = false;
+  let hasMinusAll = false;
+  let hasNone = false;
+  let hasMinusNone = false;
+
+  for (const part of parts) {
+    if (part === "all") {
+      hasAll = true;
+    } else if (part === "-all") {
+      hasMinusAll = true;
+    } else if (part === "none") {
+      hasNone = true;
+    } else if (part === "-none") {
+      hasMinusNone = true;
+    } else {
+      const isNegated = part.startsWith("-");
+      const cleanPart = isNegated ? part.slice(1) : part;
+      rules.push({
+        isNegated,
+        keys: cleanPart
+          .split(".")
+          .map((s) => s.trim())
+          .filter(Boolean),
+      });
+    }
+  }
+
+  if (hasAll) {
+    defaultInclude = true;
+  } else if (hasMinusAll || hasNone) {
+    defaultInclude = false;
+  } else if (hasMinusNone) {
+    defaultInclude = true;
+  } else {
+    if (parts.length > 0 && parts[0].startsWith("-")) {
+      defaultInclude = true;
+    } else {
+      defaultInclude = false;
+    }
+  }
+
+  /**
+   * Recursively traverses and filters a metadata object tree using path evaluation actions.
+   */
+  function recurse(obj: Record<string, unknown>, currentPath: string[]): Record<string, unknown> {
+    const res: Record<string, unknown> = {};
+    for (const [key, value] of Object.entries(obj)) {
+      const path = [...currentPath, key];
+      const action = getPathAction(path, rules, defaultInclude);
+      if (action === "include") {
+        res[key] = value;
+      } else if (action === "traverse") {
+        if (value && typeof value === "object" && !Array.isArray(value)) {
+          res[key] = recurse(value as Record<string, unknown>, path);
+        } else {
+          res[key] = value;
+        }
+      }
+    }
+    return res;
+  }
+
+  return recurse(meta, []);
+}
diff --git a/test/serialize.test.ts b/test/serialize.test.ts
index 92523b7..e430d85 100644
--- a/test/serialize.test.ts
+++ b/test/serialize.test.ts
@@ -10,6 +10,7 @@ import { parseClassicMd } from "../src/parseClassicMd.js";
 import { parseMystMd } from "../src/parseMystMd.js";
 import { parseSphinxGallery } from "../src/parseSphinxGallery.js";
 import { makeNotebook, codeCell, markdownCell, rawCell } from "../src/notebook.js";
+import { filterMetadata } from "../src/utils.js";
 
 // ---------------------------------------------------------------------------
 // toMystMd
@@ -546,3 +547,84 @@ describe("serialize", () => {
     assert.equal(nb2.cells.length, nb.cells.length);
   });
 });
+
+describe("filterMetadata & serialization options", () => {
+  test("filters metadata with simple inclusions", () => {
+    const meta = { a: 1, b: 2, c: 3 };
+    const filtered = filterMetadata(meta, "a,b");
+    assert.deepEqual(filtered, { a: 1, b: 2 });
+  });
+
+  test("filters metadata with simple exclusions", () => {
+    const meta = { a: 1, b: 2, c: 3 };
+    const filtered = filterMetadata(meta, "-b");
+    assert.deepEqual(filtered, { a: 1, c: 3 });
+  });
+
+  test("filters metadata with 'all'", () => {
+    const meta = { a: 1, b: 2, c: 3 };
+    const filtered = filterMetadata(meta, "all,-b");
+    assert.deepEqual(filtered, { a: 1, c: 3 });
+  });
+
+  test("filters metadata with 'none'", () => {
+    const meta = { a: 1, b: 2, c: 3 };
+    const filtered = filterMetadata(meta, "none,a");
+    assert.deepEqual(filtered, { a: 1 });
+  });
+
+  test("filters metadata with nested dot paths", () => {
+    const meta = {
+      kernelspec: { name: "python3", display_name: "Python 3" },
+      jupytext: { text_representation: { version: "1.0", format: "percent" } },
+      other: 42
+    };
+
+    // Keep all, but exclude specific nested keys
+    const filtered1 = filterMetadata(meta, "all,-jupytext.text_representation.version,-other");
+    assert.deepEqual(filtered1, {
+      kernelspec: { name: "python3", display_name: "Python 3" },
+      jupytext: { text_representation: { format: "percent" } }
+    });
+
+    // Exclude all, but include specific nested keys
+    const filtered2 = filterMetadata(meta, "kernelspec.name,jupytext.text_representation");
+    assert.deepEqual(filtered2, {
+      kernelspec: { name: "python3" },
+      jupytext: { text_representation: { version: "1.0", format: "percent" } }
+    });
+  });
+
+  test("integration: custom filters applied in toMystMd and toPy", () => {
+    const nb = makeNotebook(
+      [codeCell("x = 1", { tag: "value", trusted: true })],
+      { kernelspec: { name: "python3" }, language_info: { name: "python" } }
+    );
+
+    // Default myst md serialization (no options) should keep all notebook metadata and clean certain cell metadata
+    const mystDefault = toMystMd(nb);
+    assert.ok(mystDefault.includes("kernelspec:"));
+    assert.ok(mystDefault.includes("language_info:"));
+    assert.ok(!mystDefault.includes("trusted"));
+
+    // Myst MD serialization with filters
+    const mystFiltered = toMystMd(nb, {
+      notebookMetadataFilter: "kernelspec",
+      cellMetadataFilter: "all,-tag"
+    });
+    assert.ok(mystFiltered.includes("kernelspec:"));
+    assert.ok(!mystFiltered.includes("language_info:"));
+    assert.ok(mystFiltered.includes("trusted: true"));
+    assert.ok(!mystFiltered.includes("tag:"));
+
+    // Py percent format serialization with filters
+    const pyFiltered = toPy(nb, {
+      notebookMetadataFilter: "language_info",
+      cellMetadataFilter: "tag"
+    });
+    assert.ok(!pyFiltered.includes("kernelspec:"));
+    assert.ok(pyFiltered.includes("language_info:"));
+    assert.ok(!pyFiltered.includes("trusted: true"));
+    assert.ok(pyFiltered.includes("tag="));
+  });
+});

From 33137c086ef4f85778e6673b44aa148ce84447ec Mon Sep 17 00:00:00 2001
From: Yahiewi <yahiahenien@gmail.com>
Date: Mon, 15 Jun 2026 17:32:54 +0200
Subject: [PATCH 2/2] Lint

---
 src/index.ts    |  4 ++--
 src/toMystMd.ts | 14 ++++++++------
 src/toPy.ts     | 19 +++++++++----------
 src/utils.ts    | 19 ++++++++++---------
 4 files changed, 29 insertions(+), 27 deletions(-)

diff --git a/src/index.ts b/src/index.ts
index e8435d0..ab95d43 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -44,7 +44,7 @@ export function parse(text: string, format: "py" | "md" | "sphinx-gallery"): Not
 export function serialize(
   notebook: Notebook,
   format: "py" | "md" | "sphinx-gallery",
-  options?: SerializationOptions
+  options?: SerializationOptions,
 ): string {
   if (format === "py") return toPy(notebook, options);
   if (format === "md") return toMystMd(notebook, options);
@@ -80,7 +80,7 @@ export function parseFormat(text: string, format: PlainbFormat): Notebook {
 export function serializeFormat(
   notebook: Notebook,
   format: PlainbFormat,
-  options?: SerializationOptions
+  options?: SerializationOptions,
 ): string {
   switch (format) {
     case "percent":
diff --git a/src/toMystMd.ts b/src/toMystMd.ts
index 6745cdf..319312b 100644
--- a/src/toMystMd.ts
+++ b/src/toMystMd.ts
@@ -51,9 +51,10 @@ function serializeCompactOptions(meta: Record<string, unknown>): string[] {
 export function toMystMd(notebook: Notebook, options?: SerializationOptions): string {
   const parts: string[] = [];
 
-  const notebookMeta = typeof options?.notebookMetadataFilter === "string"
-    ? filterMetadata(notebook.metadata, options.notebookMetadataFilter)
-    : notebook.metadata;
+  const notebookMeta =
+    typeof options?.notebookMetadataFilter === "string"
+      ? filterMetadata(notebook.metadata, options.notebookMetadataFilter)
+      : notebook.metadata;
 
   if (Object.keys(notebookMeta).length > 0) {
     const yamlStr = stringifyYAML(notebookMeta);
@@ -61,9 +62,10 @@ export function toMystMd(notebook: Notebook, options?: SerializationOptions): st
   }
 
   for (const cell of notebook.cells) {
-    const cleanMeta = options?.cellMetadataFilter !== undefined
-      ? filterMetadata(cell.metadata, options.cellMetadataFilter)
-      : cleanCellMetadata(cell.metadata);
+    const cleanMeta =
+      options?.cellMetadataFilter !== undefined
+        ? filterMetadata(cell.metadata, options.cellMetadataFilter)
+        : cleanCellMetadata(cell.metadata);
 
     if (cell.cell_type === "markdown") {
       const hasMeta = Object.keys(cleanMeta).length > 0;
diff --git a/src/toPy.ts b/src/toPy.ts
index eb949f4..8bcbafe 100644
--- a/src/toPy.ts
+++ b/src/toPy.ts
@@ -78,15 +78,13 @@ function buildDelimiter(cellType: string, meta: Record<string, unknown>): string
  * - Raw cells → `# %% [raw]` delimiter + `# `-prefixed lines
  * - Cell name and tags from metadata are encoded in the delimiter line
  */
-export function toPy(
-  notebook: Notebook,
-  options?: SerializationOptions
-): string {
+export function toPy(notebook: Notebook, options?: SerializationOptions): string {
   const parts: string[] = [];
 
-  const notebookMeta = options?.notebookMetadataFilter !== undefined
-    ? filterMetadata(notebook.metadata, options.notebookMetadataFilter)
-    : notebook.metadata;
+  const notebookMeta =
+    options?.notebookMetadataFilter !== undefined
+      ? filterMetadata(notebook.metadata, options.notebookMetadataFilter)
+      : notebook.metadata;
 
   if (Object.keys(notebookMeta).length > 0) {
     const yamlStr = stringifyYAML({ jupyter: notebookMeta });
@@ -98,9 +96,10 @@ export function toPy(
   }
 
   for (const cell of notebook.cells) {
-    const cleanMeta = options?.cellMetadataFilter !== undefined
-      ? filterMetadata(cell.metadata, options.cellMetadataFilter)
-      : cleanCellMetadata(cell.metadata);
+    const cleanMeta =
+      options?.cellMetadataFilter !== undefined
+        ? filterMetadata(cell.metadata, options.cellMetadataFilter)
+        : cleanCellMetadata(cell.metadata);
     const delimiter = buildDelimiter(cell.cell_type, cleanMeta);
     const src = joinSource(cell.source);
 
diff --git a/src/utils.ts b/src/utils.ts
index ee1fa78..4b17e0d 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -245,13 +245,7 @@ export function pythonStyleJSON(val: unknown): string {
  */
 export function cleanCellMetadata(meta: Record<string, unknown>): Record<string, unknown> {
   const clean = { ...meta };
-  const keysToFilter = [
-    "autoscroll",
-    "collapsed",
-    "scrolled",
-    "trusted",
-    "ExecuteTime"
-  ];
+  const keysToFilter = ["autoscroll", "collapsed", "scrolled", "trusted", "ExecuteTime"];
   for (const key of keysToFilter) {
     delete clean[key];
   }
@@ -269,7 +263,11 @@ interface FilterRule {
  * - "exclude": drop the value.
  * - "traverse": recurse into the nested object to apply more specific rules.
  */
-function getPathAction(path: string[], rules: FilterRule[], defaultInclude: boolean): "include" | "exclude" | "traverse" {
+function getPathAction(
+  path: string[],
+  rules: FilterRule[],
+  defaultInclude: boolean,
+): "include" | "exclude" | "traverse" {
   // Check if there are any descendant rules (eg. nbgrader.grade)
   const hasDescendantRule = rules.some((rule) => {
     if (rule.keys.length > path.length) {
@@ -313,7 +311,10 @@ function getPathAction(path: string[], rules: FilterRule[], defaultInclude: bool
  * Filters metadata keys according to a Jupytext filter string.
  * Supports positive/negative filters, all/none, and nested keys via dot-notation.
  */
-export function filterMetadata(meta: Record<string, unknown>, filterStr: string): Record<string, unknown> {
+export function filterMetadata(
+  meta: Record<string, unknown>,
+  filterStr: string,
+): Record<string, unknown> {
   if (!filterStr || typeof filterStr !== "string") {
     return meta;
   }