vaex

Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that do not fit in memory.

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

• reverse-engineer-anything 456,653 ★
  Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and b
• scaffold-exercises 323,485 ★
  Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use
• wait-what 323,485 ★
  Stop. That last message did not land: re-pitch it.
• template-skill 193,970 ★
  Replace with description of the skill and when Claude should use it.
• ponytail-debt 190,107 ★
  List every `shortcut:` comment (and older `ponytail:` ones) as a debt ledger. One-shot report, changes nothing