Fix broken CSVs before they break your pipeline
Drop any CSV on your Claw and get a clean, validated file back. It detects encoding issues, mixed delimiters, malformed rows, broken quoting, BOM markers, and type mismatches — then fixes everything and tells you what it changed.
Create a skill called "CSV Doctor". When I give you a CSV file, analyze it thoroughly before reading it: detect the encoding (try UTF-8, Latin-1, Windows-1252, ASCII), identify the delimiter (comma, semicolon, tab, pipe), check for BOM markers, and scan for malformed rows (inconsistent column counts, unescaped quotes, embedded newlines). Fix all issues automatically: convert to UTF-8, normalize the delimiter to comma, fix quoting, quarantine unfixable rows into a separate file. Output the clean CSV and a change log listing every fix applied with row numbers. If the file has type issues (ZIP codes losing leading zeros, dates in mixed formats), flag those too.
CSV files from vendors, partners, and internal teams arrive in every possible
state of disrepair — wrong encoding, semicolons instead of commas, unescaped
quotes, trailing whitespace, mixed line endings. Instead of debugging
`pd.read_csv()` errors for the hundredth time, toss the file at your Claw
and get a clean version back with a change log.
Find and resolve duplicate records with fuzzy matching
Goes beyond exact matches to find duplicates that differ by typos, formatting, abbreviations, or missing fields. "Jon Smith" at "123 Main St" and "John Smith" at "123 Main Street" — caught and grouped for your review.
Turn messy spreadsheets into clean, analyzable data
Handles the spreadsheets from hell — merged cells, multiple header rows, color-coded data, footnotes mixed with values, data starting at cell B7. Extracts clean tabular data from Excel files without forcing you to reverse-engineer the formatting first.
Update pricing across all your Airbnb listings without clicking through each one
Automate bulk rate changes across multiple Airbnb listings using your Claw. Useful for seasonal pricing updates, last-minute discounts, or syncing rates after a change in your hosting strategy.
Email and calendar without leaving your terminal
Full Gmail control via the gog CLI. Read, send, search, organize emails. Create events, set reminders, RSVP to invitations. All from natural language or CLI commands.