automating-numbers
Automates Apple Numbers via JXA with AppleScript dictionary discovery. Use when asked to "automate Numbers spreadsheets", "create spreadsheets programmatically", "JXA Numbers scripting", or "bulk data operations in Numbers". Focuses on sheets, tables, ranges, batch I/O, clipboard shim, and high-performance data workflows.
What this skill does
# Automating Numbers (JXA-first, AppleScript discovery)
## Relationship to the macOS automation skill
- Standalone for Numbers, aligned with `automating-mac-apps` patterns.
- Use `automating-mac-apps` for permissions, shell, and UI scripting guidance.
- **PyXA Installation:** To use PyXA examples in this skill, see the installation instructions in `automating-mac-apps` skill (PyXA Installation section).
## Core Framing
- Numbers AppleScript dictionary is AppleScript-first; discover there.
- JXA provides logic and data processing.
- Objects are specifiers; read via methods, write via assignments.
- Handle errors from Numbers operations using try/catch blocks and Application error checking.
## Workflow (default)
1) [ ] Discover terms in Script Editor (Numbers dictionary).
2) [ ] Prototype minimal AppleScript commands.
3) [ ] Port to JXA and add defensive checks.
4) [ ] Prefer batch reads and clipboard shim for writes.
5) [ ] Use UI scripting only for dictionary gaps.
## Validation Checklist
- [ ] Empty document handling works without errors
- [ ] Data integrity verified after batch operations
- [ ] Numbers UI remains responsive after automation runs
- [ ] Errors logged with specific Numbers object paths
- [ ] Sheet/table indices validated before access
- [ ] Clipboard shim restores original clipboard contents
## Examples
**Basic table read (JXA - Legacy):**
```javascript
const numbers = Application('Numbers');
const doc = numbers.documents[0];
const sheet = doc.sheets[0];
const table = sheet.tables[0];
const data = table.rows.whose({_not: [{cells: []}]})().map(row => row.cells().map(c => c.value()));
```
**Basic table read (PyXA - Recommended):**
```python
import PyXA
numbers = PyXA.Numbers()
# Get first document, sheet, and table
doc = numbers.documents()[0]
sheet = doc.sheets()[0]
table = sheet.tables()[0]
# Read all rows with data
rows = table.rows()
data = []
for row in rows:
cells = row.cells()
if cells: # Skip empty rows
row_data = [cell.value() for cell in cells]
data.append(row_data)
print("Table data:", data)
```
**PyObjC with Scripting Bridge:**
```python
from ScriptingBridge import SBApplication
numbers = SBApplication.applicationWithBundleIdentifier_("com.apple.Numbers")
# Access document and table
doc = numbers.documents()[0]
sheet = doc.sheets()[0]
table = sheet.tables()[0]
# Read table data
rows = table.rows()
data = []
for row in rows:
cells = row.cells()
if cells:
row_data = [cell.value() for cell in cells]
data.append(row_data)
print("Table data:", data)
```
**Batch write with clipboard shim (JXA - Legacy):**
```javascript
const numbers = Application('Numbers');
// Prepare data array
const data = [['Name', 'Age'], ['Alice', 25], ['Bob', 30]];
// Use clipboard for bulk insertion
const app = Application.currentApplication();
app.includeStandardAdditions = true;
app.setTheClipboardTo(data.map(row => row.join('\t')).join('\n'));
numbers.activate();
delay(0.5);
// UI scripting to paste
SystemEvents = Application('System Events');
SystemEvents.keystroke('v', {using: 'command down'});
```
**Batch write (PyXA - Modern):**
```python
import PyXA
numbers = PyXA.Numbers()
# Prepare data
data = [
['Name', 'Age'],
['Alice', 25],
['Bob', 30]
]
# Get table to write to
doc = numbers.documents()[0]
sheet = doc.sheets()[0]
table = sheet.tables()[0]
# Clear existing data and write new data
table.clear() # Clear table first
for i, row_data in enumerate(data):
# Add row if needed
if i >= len(table.rows()):
table.rows().push({})
# Set cell values
row = table.rows()[i]
for j, value in enumerate(row_data):
if j >= len(row.cells()):
row.cells().push({})
cell = row.cells()[j]
cell.value = value
```
**PyObjC Batch Write:**
```python
from ScriptingBridge import SBApplication
numbers = SBApplication.applicationWithBundleIdentifier_("com.apple.Numbers")
# Prepare data
data = [
['Name', 'Age'],
['Alice', 25],
['Bob', 30]
]
# Get table
doc = numbers.documents()[0]
sheet = doc.sheets()[0]
table = sheet.tables()[0]
# Clear and write data
table.clear()
for i, row_data in enumerate(data):
# Ensure row exists
while len(table.rows()) <= i:
table.rows().push({})
row = table.rows()[i]
for j, value in enumerate(row_data):
# Ensure cell exists
while len(row.cells()) <= j:
row.cells().push({})
cell = row.cells()[j]
cell.value = value
```
## When Not to Use
- General macOS automation without Numbers involvement
- AppleScript alone suffices (no JXA logic needed)
- Complex UI interactions beyond data operations (use `automating-mac-apps`)
- Cross-platform compatibility required (use CSV/pandas)
- Real-time collaborative editing scenarios
## What to load
- JXA Numbers basics: `automating-numbers/references/numbers-basics.md`
- Recipes (tables, ranges, formatting): `automating-numbers/references/numbers-recipes.md`
- Advanced patterns (clipboard, performance, ObjC): `automating-numbers/references/numbers-advanced.md`
- Dictionary translation table: `automating-numbers/references/numbers-dictionary.md`
- Formulas and locale notes: `automating-numbers/references/numbers-formulas.md`
- Sorting patterns: `automating-numbers/references/numbers-sorting.md`
- UI scripting patterns: `automating-numbers/references/numbers-ui-scripting.md`
- **PyXA API Reference** (complete class/method docs): `automating-numbers/references/numbers-pyxa-api-reference.md`Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.