Now liveThe Skillselion MCP - thousands of ranked skills, loaded into your agent mid-task. No install.Get it →
jezweb avatar

Google Apps Script

  • 1.6k installs
  • 946 repo stars
  • Updated July 2, 2026
  • jezweb/claude-skills

Google Apps Script is a server-side JavaScript runtime for automating Google Sheets and Workspace apps with custom menus, triggers, dialogs, and external API integration.

About

Google Apps Script enables developers to build server-side automation for Google Sheets and Workspace apps. Scripts run on Google's infrastructure with a generous free tier and support custom menus, event-driven triggers (onEdit, time-driven, form submit), HTML dialogs and sidebars, email notifications, PDF exports, and external API calls. Developers use this skill when automating repetitive sheet tasks, building interactive UIs within spreadsheets, scheduling workflows, or integrating sheets with external systems. Key workflows include batch data operations using getValues/setValues for performance, installable triggers for advanced permissions (email, URL fetch), modal progress dialogs for long operations, and proper function naming conventions (public vs private underscore suffix) for client-server communication.

  • Custom menus, dialogs, sidebars, and HTML UIs embedded in Sheets via HtmlService
  • Event-driven triggers: simple (onEdit) and installable (time-driven, form submit, full permissions)
  • Batch operations with getValues/setValues for 70x performance improvement over cell-by-cell reads
  • Native integration with MailApp for email notifications and UrlFetchApp for external APIs
  • Server-side execution on Google infrastructure with 6-minute runtime and 90-minute daily trigger quota

Google Apps Script by the numbers

  • 1,580 all-time installs (skills.sh)
  • +41 installs in the week ending Jul 29, 2026 (Skillselion tracking)
  • Ranked #306 of 4,353 Backend & APIs skills by installs in the Skillselion catalog
  • Security screen: MEDIUM risk (skills.sh audit)
  • Data as of Jul 31, 2026 (Skillselion catalog sync)
At a glance

google-apps-script capabilities & compatibility

Capabilities
custom menus and menu items in sheets ui · modal dialogs and modeless sidebars · event driven triggers (onedit, onformsubmit, tim · batch email with mailapp · external api calls via urlfetchapp · pdf export with authorization · persistent storage via propertiesservice · data validation and conditional formatting
Works with
google drive · gmail
Use cases
email
Runs
Hosted SaaS
Pricing
Free
From the docs

What google-apps-script says it does

Build automation scripts for Google Sheets and Workspace apps. Scripts run server-side on Google's infrastructure with a generous free tier.
google-apps-script.md
npx skills add https://github.com/jezweb/claude-skills --skill google-apps-script

Add your badge

Show developers this skill is listed on Skillselion. Paste this into your README.

Listed on Skillselion
Installs1.6k
repo stars946
Security audit3 / 3 scanners passed
Last updatedJuly 2, 2026
Repositoryjezweb/claude-skills

What it does

Automate Google Sheets workflows with custom menus, triggers, dialogs, and external API integrations.

Who is it for?

Automating internal Google Sheets workflows, building custom Sheets UIs, scheduling data jobs, sending batch emails from sheet data, exporting PDFs, integrating sheets with external APIs.

Skip if: Public web apps, mobile apps, high-frequency APIs, desktop applications, or scenarios requiring persistent backend servers beyond Sheets scope.

When should I use this skill?

User asks to automate a Google Sheet, build a Sheets menu/sidebar/dialog, trigger Sheets from email or webhook, schedule a Sheets workflow, or implement custom Sheets functions.

What you get

Developers automate Google Sheets workflows with zero deployment overhead, custom UIs, scheduled jobs, and external integrations running on Google's infrastructure with free tier quotas.

  • Apps Script code
  • Custom menus and dialogs
  • Installable or simple triggers

By the numbers

  • 6-minute execution time limit per script invocation
  • 90-minute daily trigger runtime quota (free), 6 hours (Workspace)
  • 100 email recipients per day (free), 1500 (Workspace)

Files

SKILL.mdMarkdownGitHub ↗

Google Apps Script

Build automation scripts for Google Sheets and Workspace apps. Scripts run server-side on Google's infrastructure with a generous free tier.

What You Produce

  • Apps Script code pasted into Extensions > Apps Script
  • Custom menus, dialogs, sidebars
  • Automated triggers (on edit, time-driven, form submit)
  • Email notifications, PDF exports, API integrations

Workflow

Step 1: Understand the Automation

Ask what the user wants automated. Common scenarios:

  • Custom menu with actions (report generation, data processing)
  • Auto-triggered behaviour (on edit, on form submit, scheduled)
  • Sidebar app for data entry
  • Email notifications from sheet data
  • PDF export and distribution

Step 2: Generate the Script

Follow the structure template below. Every script needs a header comment, configuration constants at top, and onOpen() for menu setup.

Step 3: Provide Installation Instructions

All scripts install the same way: 1. Open the Google Sheet 2. Extensions > Apps Script 3. Delete any existing code in the editor 4. Paste the script 5. Click Save 6. Close the Apps Script tab 7. Reload the spreadsheet (onOpen runs on page load)

Step 4: First-Time Authorisation

Each user gets a Google OAuth consent screen on first run. For unverified scripts (most internal scripts), users must click:

Advanced > Go to [Project Name] (unsafe) > Allow

This is a one-time step per user. Warn users about this in your output.

---

Script Structure Template

Every script should follow this pattern:

/**
 * [Project Name] - [Brief Description]
 *
 * [What it does, key features]
 *
 * INSTALL: Extensions > Apps Script > paste this > Save > Reload sheet
 */

// --- CONFIGURATION ---
const SOME_SETTING = 'value';

// --- MENU SETUP ---
function onOpen() {
  const ui = SpreadsheetApp.getUi();
  ui.createMenu('My Menu')
    .addItem('Do Something', 'myFunction')
    .addSeparator()
    .addSubMenu(ui.createMenu('More Options')
      .addItem('Option A', 'optionA'))
    .addToUi();
}

// --- FUNCTIONS ---
function myFunction() {
  // Implementation
}

---

Critical Rules

Public vs Private Functions

Functions ending with _ (underscore) are private and CANNOT be called from client-side HTML via google.script.run. This is a silent failure -- the call simply doesn't work with no error.

// WRONG - dialog can't call this, fails silently
function doWork_() { return 'done'; }

// RIGHT - dialog can call this
function doWork() { return 'done'; }

Also applies to: Menu item function references must be public function names as strings.

Batch Operations (Critical for Performance)

Read/write data in bulk, never cell-by-cell. The difference is 70x.

// SLOW (70 seconds on 100x100) - reads one cell at a time
for (let i = 1; i <= 100; i++) {
  const val = sheet.getRange(i, 1).getValue();
}

// FAST (1 second) - reads all at once
const allData = sheet.getRange(1, 1, 100, 1).getValues();
for (const row of allData) {
  const val = row[0];
}

Always use getRange().getValues() / setValues() for bulk reads/writes.

V8 Runtime

V8 is the only runtime (Rhino was removed January 2026). Supports modern JavaScript: const, let, arrow functions, template literals, destructuring, classes, async/generators.

NOT available (use Apps Script alternatives):

Missing APIApps Script Alternative
setTimeout / setIntervalUtilities.sleep(ms) (blocking)
fetchUrlFetchApp.fetch()
FormDataBuild payload manually
URLString manipulation
cryptoUtilities.computeDigest() / Utilities.getUuid()

Flush Before Returning

Call SpreadsheetApp.flush() before returning from functions that modify the sheet, especially when called from HTML dialogs. Without it, changes may not be visible when the dialog shows "Done."

Simple vs Installable Triggers

FeatureSimple (onEdit)Installable
Auth requiredNoYes
Send emailNoYes
Access other filesNoYes
URL fetchNoYes
Open dialogsNoYes
Runs asActive userTrigger creator

Use simple triggers for lightweight reactions. Use installable triggers (via ScriptApp.newTrigger()) when you need email, external APIs, or cross-file access.

Custom Spreadsheet Functions

Functions used as =MY_FUNCTION() in cells have strict limitations:

/**
 * Calculates something custom.
 * @param {string} input The input value
 * @return {string} The result
 * @customfunction
 */
function MY_FUNCTION(input) {
  // Can use: basic JS, Utilities, CacheService
  // CANNOT use: MailApp, UrlFetchApp, SpreadsheetApp.getUi(), triggers
  return input.toUpperCase();
}
  • Must include @customfunction JSDoc tag
  • 30-second execution limit (vs 6 minutes for regular functions)
  • Cannot access services requiring authorisation

---

Quotas and Limits

ResourceFree AccountGoogle Workspace
Script runtime6 min / execution6 min / execution
Time-driven trigger runtime30 min30 min
Triggers total daily runtime90 min6 hours
Triggers total20 per user per script20 per user per script
Email recipients/day1001,500
URL Fetch calls/day20,000100,000
Properties storage500 KB500 KB
Custom function runtime30 seconds30 seconds
Simultaneous executions3030

---

Modal Progress Dialog

Block user interaction during long operations with a spinner that auto-closes. Use for any operation taking more than a few seconds.

Pattern: menu function > showProgress() > dialog calls action function > auto-close

function showProgress(message, serverFn) {
  const html = HtmlService.createHtmlOutput(`
    <style>
      body { font-family: 'Google Sans', Arial, sans-serif; display: flex;
        flex-direction: column; align-items: center; justify-content: center;
        height: 100%; margin: 0; padding: 20px; box-sizing: border-box; }
      .spinner { width: 36px; height: 36px; border: 4px solid #e0e0e0;
        border-top: 4px solid #1a73e8; border-radius: 50%;
        animation: spin 0.8s linear infinite; margin-bottom: 16px; }
      @keyframes spin { to { transform: rotate(360deg); } }
      .message { font-size: 14px; color: #333; text-align: center; }
      .done { color: #1e8e3e; font-weight: 500; }
      .error { color: #d93025; font-weight: 500; }
    </style>
    <div class="spinner" id="spinner"></div>
    <div class="message" id="msg">${message}</div>
    <script>
      google.script.run
        .withSuccessHandler(function(r) {
          document.getElementById('spinner').style.display = 'none';
          var m = document.getElementById('msg');
          m.className = 'message done';
          m.innerText = 'Done! ' + (r || '');
          setTimeout(function() { google.script.host.close(); }, 1200);
        })
        .withFailureHandler(function(err) {
          document.getElementById('spinner').style.display = 'none';
          var m = document.getElementById('msg');
          m.className = 'message error';
          m.innerText = 'Error: ' + err.message;
          setTimeout(function() { google.script.host.close(); }, 3000);
        })
        .${serverFn}();
    </script>
  `).setWidth(320).setHeight(140);
  SpreadsheetApp.getUi().showModalDialog(html, 'Working...');
}

// Menu calls this wrapper
function menuDoWork() {
  showProgress('Processing data...', 'doTheWork');
}

// MUST be public (no underscore) for the dialog to call it
function doTheWork() {
  // ... do the work ...
  SpreadsheetApp.flush();
  return 'Processed 50 rows';  // shown in success message
}

---

Common Patterns

Toast Notifications

SpreadsheetApp.getActiveSpreadsheet().toast('Operation complete!', 'Title', 5);
// Arguments: message, title, duration in seconds (-1 = until dismissed)

Alert and Prompt Dialogs

const ui = SpreadsheetApp.getUi();

// Yes/No confirmation
const response = ui.alert('Delete this data?', 'This cannot be undone.',
  ui.ButtonSet.YES_NO);
if (response === ui.Button.YES) { /* proceed */ }

// Prompt for input
const result = ui.prompt('Enter your name:', ui.ButtonSet.OK_CANCEL);
if (result.getSelectedButton() === ui.Button.OK) {
  const name = result.getResponseText();
}

Sidebar Apps

HTML panel on the right. Use google.script.run to call server functions.

function showSidebar() {
  const html = HtmlService.createHtmlOutput(`
    <h3>Quick Entry</h3>
    <select id="worker"><option>Craig</option><option>Steve</option></select>
    <input id="suburb" placeholder="Suburb">
    <button onclick="submit()">Add Job</button>
    <script>
      function submit() {
        google.script.run.withSuccessHandler(function() { alert('Added!'); })
          .addJob(document.getElementById('worker').value,
                  document.getElementById('suburb').value);
      }
    </script>
  `).setTitle('Job Entry').setWidth(300);
  SpreadsheetApp.getUi().showSidebar(html);
}

function addJob(worker, suburb) { // MUST be public (no underscore)
  SpreadsheetApp.getActiveSpreadsheet().getActiveSheet().appendRow([new Date(), worker, suburb]);
}

Triggers

onEdit (simple trigger) -- limited permissions but no auth needed:

function onEdit(e) {
  const sheet = e.source.getActiveSheet();
  if (sheet.getName() !== 'Data') return;
  if (e.range.getColumn() !== 3) return;
  // Auto-timestamp when column C is edited
  sheet.getRange(e.range.getRow(), 4).setValue(new Date());
}

Installable triggers -- create via script, run setup function once manually:

function createTriggers() {
  // Time-driven: run every day at 8am
  ScriptApp.newTrigger('dailyReport')
    .timeBased().atHour(8).everyDays(1).create();

  // On edit with full permissions (can send email, fetch URLs)
  ScriptApp.newTrigger('onEditFull')
    .forSpreadsheet(SpreadsheetApp.getActive()).onEdit().create();

  // On form submit
  ScriptApp.newTrigger('onFormSubmit')
    .forSpreadsheet(SpreadsheetApp.getActive()).onFormSubmit().create();
}

Email from Sheets

function emailWeeklySchedule() {
  const sheet = SpreadsheetApp.getActiveSpreadsheet().getActiveSheet();
  const data = sheet.getRange('A2:E10').getDisplayValues();
  let body = '<h2>Weekly Schedule</h2><table border="1" cellpadding="8">';
  body += '<tr><th>Job</th><th>Suburb</th><th>Time</th><th>Price</th></tr>';
  for (const row of data) {
    if (row[0]) body += '<tr>' + row.map(c => '<td>' + c + '</td>').join('') + '</tr>';
  }
  body += '</table>';
  MailApp.sendEmail({ to: 'worker@example.com',
    subject: 'Schedule - Week ' + sheet.getName(), htmlBody: body });
}

PDF Export

Non-obvious URL construction -- export parameters are undocumented:

function exportSheetAsPdf() {
  const ss = SpreadsheetApp.getActiveSpreadsheet();
  const url = ss.getUrl().replace(/\/edit.*$/, '')
    + '/export?exportFormat=pdf&format=pdf&size=A4&portrait=true'
    + '&fitw=true&sheetnames=false&printtitle=false&gridlines=false'
    + '&gid=' + ss.getActiveSheet().getSheetId();
  const blob = UrlFetchApp.fetch(url, {
    headers: { 'Authorization': 'Bearer ' + ScriptApp.getOAuthToken() }
  }).getBlob().setName('report.pdf');
  MailApp.sendEmail({ to: 'boss@example.com', subject: 'Weekly Report PDF',
    body: 'Attached.', attachments: [blob] });
}

External API Calls

// GET
function fetchData() {
  const r = UrlFetchApp.fetch('https://api.example.com/data', {
    headers: { 'Authorization': 'Bearer ' + getApiKey() } });
  return JSON.parse(r.getContentText());
}

// POST (muteHttpExceptions to handle errors yourself)
function postData(payload) {
  const r = UrlFetchApp.fetch('https://api.example.com/submit', {
    method: 'post', contentType: 'application/json',
    payload: JSON.stringify(payload), muteHttpExceptions: true });
  if (r.getResponseCode() !== 200) throw new Error('API error: ' + r.getContentText());
  return JSON.parse(r.getContentText());
}

Data Validation Dropdowns

// Dropdown from list
const rule = SpreadsheetApp.newDataValidation()
  .requireValueInList(['Option A', 'Option B', 'Option C'], true)
  .setAllowInvalid(false).setHelpText('Select an option').build();
sheet.getRange('C3:C50').setDataValidation(rule);

// Dropdown from range (e.g. a Lookups sheet)
const rule2 = SpreadsheetApp.newDataValidation()
  .requireValueInRange(ss.getSheetByName('Lookups').getRange('A1:A100')).build();
sheet.getRange('B3:B50').setDataValidation(rule2);

Properties Service (Persistent Storage)

Three scopes: PropertiesService.getScriptProperties() (shared), .getUserProperties() (per user), .getDocumentProperties() (per spreadsheet). All use .setProperty(key, value) / .getProperty(key). 500 KB limit.

---

Recipes

Auto-Archive Completed Rows

Move rows with "Complete" status to an Archive sheet. Processes bottom-up to avoid shifting row indices.

function archiveCompleted() {
  const ss = SpreadsheetApp.getActiveSpreadsheet();
  const source = ss.getSheetByName('Active');
  const archive = ss.getSheetByName('Archive');
  const data = source.getDataRange().getValues();
  const statusCol = 4; // column E (0-indexed)

  for (let i = data.length - 1; i >= 1; i--) {
    if (data[i][statusCol] === 'Complete') {
      archive.appendRow(data[i]);
      source.deleteRow(i + 1); // +1 for 1-indexed rows
    }
  }
  SpreadsheetApp.flush();
}

Duplicate Detection and Highlighting

Pattern: read column with getValues(), track seen values in an object, highlight both the original and duplicate rows with setBackground('#f4cccc'). Process all data in one getValues() call, then set backgrounds individually (unavoidable for scattered highlights).

Batch Email Sender

Key pattern: check MailApp.getRemainingDailyQuota() before sending, mark status per row, wrap each send in try/catch.

function sendBatchEmails() {
  const sheet = SpreadsheetApp.getActiveSpreadsheet().getSheetByName('Recipients');
  const data = sheet.getRange('A2:C' + sheet.getLastRow()).getValues(); // Email, Name, Status
  const remaining = MailApp.getRemainingDailyQuota();
  if (remaining < data.length) {
    SpreadsheetApp.getUi().alert('Only ' + remaining + ' emails left. Need ' + data.length);
    return;
  }
  let sent = 0;
  for (let i = 0; i < data.length; i++) {
    const [email, name, status] = data[i];
    if (!email || status === 'Sent') continue;
    try {
      MailApp.sendEmail({ to: email, subject: 'Your Weekly Update',
        htmlBody: '<p>Hi ' + name + ',</p><p>Here is your update...</p>' });
      sheet.getRange(i + 2, 3).setValue('Sent'); sent++;
    } catch (e) { sheet.getRange(i + 2, 3).setValue('Error: ' + e.message); }
  }
  SpreadsheetApp.flush();
}

Summary Dashboard Generator

Pattern: loop numbered weekly tabs (01-52), read summary cells from each, write aggregated rows into a Summary sheet. Use ss.getSheetByName(tabName) to iterate, ss.insertSheet('Summary') if it doesn't exist, summary.autoResizeColumns() at end, flush() before return.

---

Error Handling

Always wrap external calls in try/catch. Use muteHttpExceptions: true to handle HTTP errors yourself. Re-throw for dialog error handlers.

function fetchExternalData() {
  try {
    const response = UrlFetchApp.fetch('https://api.example.com/data', {
      headers: { 'Authorization': 'Bearer ' + getApiKey() },
      muteHttpExceptions: true
    });
    if (response.getResponseCode() !== 200)
      throw new Error('API returned ' + response.getResponseCode());
    return JSON.parse(response.getContentText());
  } catch (e) { Logger.log('Error: ' + e.message); throw e; }
}

---

Error Prevention

MistakeFix
Dialog can't call functionRemove trailing _ from function name
Script is slow on large dataUse getValues()/setValues() batch operations
Changes not visible after dialogAdd SpreadsheetApp.flush() before return
onEdit can't send emailUse installable trigger via ScriptApp.newTrigger()
Custom function times out30s limit -- simplify or move to regular function
setTimeout not foundUse Utilities.sleep(ms) (blocking)
Script exceeds 6 minBreak into chunks, use time-driven trigger for batches
Auth popup doesn't appearUser must click Advanced > Go to (unsafe) > Allow

Debugging

  • Logger.log() / console.log() -- View > Execution Log in Apps Script editor
  • Run manually -- select function in editor dropdown > Run
  • Executions tab -- shows all recent runs with errors and stack traces
  • Trigger failures -- script.google.com > My Projects > Executions
  • Always test on a copy of the sheet before deploying

Deployment Checklist

  • [ ] All functions called from HTML dialogs are public (no trailing underscore)
  • [ ] SpreadsheetApp.flush() called before returning from modifying functions
  • [ ] Error handling (try/catch) around external API calls and MailApp
  • [ ] Configuration constants at the top of the file
  • [ ] Header comment with install instructions
  • [ ] Tested on a copy of the sheet
  • [ ] Considered multi-user behaviour (different permissions, different active sheet)
  • [ ] Long operations use modal progress dialogs
  • [ ] No hardcoded sheet names -- use configuration constants
  • [ ] Checked email quota before batch sends

---

Reconstruct from Apps Script docs if needed

  • Row/Column show/hidesheet.hideRows(), showRows(), isRowHiddenByUser()
  • FormattingsetBackground(), setFontWeight(), setBorder(), setNumberFormat(), conditional formatting
  • Data protectionrange.protect(), setUnprotectedRanges(), editor management
  • Multiple sheetsgetSheetByName(), looping numbered tabs, copyTo(), insertSheet()
  • Auto-numbering rowsonEdit trigger to auto-number column A when column B is edited
  • Google Chat webhooks — POST to chat.googleapis.com with JSON payload

Related skills

How it compares

Choose Google Apps Script over generic JavaScript automation skills when the target runtime is Google Sheets or Workspace server-side scripting.

FAQ

Why can't my dialog call a function?

Functions ending with underscore (_) are private and cannot be called from HTML dialogs. Remove the trailing underscore to make the function public.

Why is my script so slow?

Cell-by-cell reads with getRange().getValue() are 70x slower than batch operations. Use getRange().getValues() to read all data at once, then iterate.

Why aren't changes visible after my dialog closes?

Call SpreadsheetApp.flush() before returning from functions that modify the sheet, especially when called from HTML dialogs.

Is Google Apps Script safe to install?

skills.sh reports 3 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.

Backend & APIsbackendintegrations

This week in AI coding

Five minutes, every Monday - the tools, releases and tactics for developers.

unsubscribe anytime.