ai4s skills

16 tagged ai4s, measured the same way as everything else here.

Browse within: ai-for-science 16ai-scientist 16claude-science 9desktop-app 9

large-file

01

ai4s-research/open-science

Skill Claude CodeCodex

Use BEFORE reading any data file that could be large (CSV/TSV, Parquet, HDF5, FITS, NetCDF, NDJSON, genomics FASTQ/FASTA/VCF/BAM, GRIB, ROOT, or big text/simulation logs like VASP OUTCAR). Returns a compact memory pointer — header/schema/shape/sample/key numbers — by introspection and sampling in bounded memory, so…

1.5k +33 yesterday A 115 tokens

publication-figures

02

ai4s-research/open-science

Skill Claude CodeCodex

Use whenever you generate or review a chart, plot, table, or paper figure in this workspace, including work delegated by paper-writing, literature-survey, and experiment skills. Applies the Open Science publication style, enforces readable final-size layout for figures and tables, and rejects generic diagram-tool…

1.5k +33 yesterday A 90 tokens

remote-compute

03

ai4s-research/open-science

Skill Claude CodeCodex

Use when the user asks to run, submit, monitor, or cancel a job on a remote machine over SSH — their own GPU/CPU server, a workstation, or a Slurm cluster ("the cluster", a login node, "my 3090 box", "the compute server"). Picks a saved machine, runs the work directly over SSH (or via Slurm when present), tracks it…

1.5k +33 yesterday A 93 tokens

experiment-suite

04

ai4s-research/ai4s-skills

Skill Claude CodeCodex

Use when the user has a research question and needs a complete experiment package — design document, runnable code, results (measured or simulated with honest provenance), publication-grade figures, structured report. Single-stage, no Python runtime.

202 +6 1mo ago A 48 tokens original MIT

integrity-auditor

05

ai4s-research/ai4s-skills

Skill Claude CodeCodex

Use when the user wants a paper audited for integrity issues — image misuse, numerical anomalies, logical gaps — and needs a reviewable evidence report. Works on external papers (PDF / DOI / arXiv) and on outputs from a local paper-writer run. Single-stage skill.

202 +6 1mo ago A 63 tokens original MIT

mindmap-render

06

ai4s-research/ai4s-skills

Skill Claude CodeCodex

Generate beautiful, high-resolution mindmaps from Markdown unordered lists. Outputs interactive HTML, HD PNG, and PDF with colorful branch themes.

202 +6 1mo ago A 30 tokens original MIT