ai4s-research/open-science

Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.

1.6kStars on the repository
11Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
customA LICENSE file GitHub cannot name, so bodies are not copied

my-skill

01

ai4s-research/open-science

Skill Claude CodeCodex

A test skill that says hello. Use when you want to test skill loading or verify that the skill system is working.

not rated 1.6k +67 yesterday A 28 tokens

verify

02

ai4s-research/open-science

Skill Claude CodeCodex

Verify apps/desktop frontend changes visually without launching the Tauri app or a live model.

not rated 1.6k +67 yesterday A 19 tokens

domain-check

03

ai4s-research/open-science

Skill Claude CodeCodex

Use whenever you write or run scientific analysis code (physics, earth/geo, biology, chemistry, social science, or bioprocess/fermentation) in this workspace — before executing it and again after generating results. Runs a deterministic domain-correctness gate that catches code which runs but is scientifically wrong…

not rated 1.6k +67 changed today B 169 tokens

large-file

04

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…

not rated 1.6k +67 yesterday A 115 tokens

modal-run

05

ai4s-research/open-science

Skill Claude CodeCodex

Use when the user asks to run heavy or GPU work on Modal (the cloud compute platform) — writing a Modal function in the workspace, running it with the user's own modal CLI + token, and bringing results back. Data-to-compute for jobs too big for the laptop, without a Slurm cluster.

not rated 1.6k +67 yesterday A 67 tokens

publication-figures

06

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…

not rated 1.6k +67 yesterday A 90 tokens

remote-compute

07

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…

not rated 1.6k +67 yesterday A 93 tokens

stats-integrity

08

ai4s-research/open-science

Skill Claude CodeCodex

Use whenever you run statistical analysis for the social sciences (regression, hypothesis tests, econometrics) or read Stata (.dta) / SPSS (.sav) data in this workspace. Enforces an execute-don't-interpret boundary (surface estimates, don't volunteer causal claims), checks the analysis against a preregistration plan…

not rated 1.6k +67 yesterday B 105 tokens

traceability-review

09

ai4s-research/open-science

Skill Claude CodeCodex

Use when the user asks to review, verify, or audit a report, manuscript, or analysis in the workspace for traceability — resolving citations, flagging numbers with no source, and checking figures against the code that generated them. Emits a structured review block the app renders as reviewer findings. Verifies…

not rated 1.6k +67 yesterday A 72 tokens

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