Individual skill
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 don't fit in memory.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/scientific/vaex/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,970
- Repository last updated
- Nov 7, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- data Derived category
- operations Derived category
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 6,532 bytesSKILL.mdcore · 6,532 bytesSKILL.mdcore · 6,532 bytesSKILL.mdcore · 6,532 bytesSKILL.mdcore · 6,532 bytesreferences/core_dataframes.mddoc · 7,878 bytesreferences/data_processing.mddoc · 12,451 bytesreferences/io_operations.mddoc · 14,989 bytesreferences/machine_learning.mddoc · 15,941 bytesreferences/performance.mddoc · 13,705 bytesreferences/visualization.mddoc · 13,188 bytes
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