Library
Dask agent skills for Claude Code, Codex and other agents.
- skills
- 16
- official
- 1
Dask skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
Official (1 skill)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads. | NVIDIA/ | 3.5k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2 | 2.Arboreto Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). | davila7/ | 32k | 12 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 3 | Detects CPU, GPU, memory and disk resources before heavy scientific tasks and writes a JSON file with advice on parallelism, out-of-core work and GPU use. | davila7/ | 32k | 10 repos | ~2.4k | Automated safety check: Pass | MIT | today |
| 4 | Chunked N-D arrays for cloud storage. An agent skill from davila7/claude-code-templates. | davila7/ | 32k | 11 repos | ~5k | Automated safety check: Pass | MIT | today |
| 5 | 5.Dask Parallel/distributed computing. An agent skill from davila7/claude-code-templates. | davila7/ | 32k | 11 repos | ~3.5k | Automated safety check: Pass | MIT | today |
| 6 | 6.Arboreto Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3. | K-Dense-AI/ | 48k | 1 repo | ~2.7k | Automated safety check: Pass | BSD-3-Clause | 2 days ago |
| 7 | 7.Dask Scales pandas, NumPy, and custom Python research workflows beyond memory or across clusters with Dask. | K-Dense-AI/ | 48k | 1 repo | ~4.4k | Automated safety check: Notes | BSD-3-Clause | 2 days ago |
| 8 | Stores and queries chunked N-D scientific arrays with Zarr-Python 3, including codecs, sharding, S3/GCS storage, and NumPy/Dask/Xarray integration. | K-Dense-AI/ | 48k | 1 repo | ~2.2k | Automated safety check: Notes | MIT | 2 days ago |
| 9 | A skill your agent uses when working with Dask Array: chunked NumPy-like arrays, dask.array.fromarray, chunk planning, slicing, mapblocks, blockwise, reductions, overlap, rechunking, generalized… | VectorSpaceLab/ | 328 | — | ~839 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 10 | Stores and operates on sparse expression matrices for single-cell and large bulk RNA-seq, covering dgCMatrix/dgRMatrix/dgTMatrix when-each-is-fast, the dgCMatrix (CSC, R) <- CSR (Python) implicit… | GPTomics/ | 1.2k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 11 | GRN inference from expression via GRNBoost2 (gradient boosting) or GENIE3 (Random Forest). | jaechang-hits/ | 370 | 2 repos | ~5.3k | Automated safety check: Pass | BSD-3-Clause | 8 days ago |
| 12 | Use this Dask sub-skill for configuration files and environment variables, the dask command line interface, local diagnostics/profiling/progress, callbacks/cache, scheduler/deployment documentation… | VectorSpaceLab/ | 328 | — | ~694 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 13 | Use this Dask sub-skill for Dask DataFrame creation, CSV/Parquet/JSON/SQL IO, partitions and divisions, groupby/aggregation, joins/merge, shuffle, repartitioning, categorical/string/pyarrow… | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 14 | Fast in-memory DataFrame with lazy evaluation, parallel execution, Arrow backend. | jaechang-hits/ | 370 | — | ~6.4k | Automated safety check: Pass | MIT | 8 days ago |
| 15 | Out-of-core DataFrame for billion-row data via lazy evaluation and memory-mapped files. | jaechang-hits/ | 370 | — | ~6.2k | Automated safety check: Pass | MIT | 8 days ago |
| 16 | Parallel/distributed computing for larger-than-RAM data. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | — | ~4.1k | Automated safety check: Pass | BSD-3-Clause | 8 days ago |
Questions, answered from the data.
What is the best Dask skill?
Accelerated Computing Cudf (official) from NVIDIA/skills ranks first of the 16 Dask skills listed here, with the highest score: its repository has 3.5k GitHub stars, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come Arboreto and System Resource Detector.
Is there an official Dask skill?
1 of the 16 Dask skills are official, published by the vendor's own GitHub organization: Accelerated Computing Cudf.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.