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Skills/Research/shushuzn/Rairos

hugging-science

shushuzn/Rairos
SkillLoads cleanly

Use when the user is doing AI/ML work in a scientific domain — biology, chemistry, physics, astronomy, climate, genomics, materials science, medicine,…

Scores
80
out of 100 · grade B+

2026-08-21

Works

40% of the score

100/100

  • Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

92/100

  • no commits in the last 12 weeks

Adopted

20% of the score

10/100

  • 4 stars on the source repo.

Documented

15% of the score

100/100

  • 1,337 words with worked examples.
  • Ships 6 bundled files.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit 11 days ago.

Install

npx skills add shushuzn/Rairos/hugging-science

What it says it does

Use when the user is doing AI/ML work in a scientific domain — biology, chemistry, physics, astronomy, climate, genomics, materials science, medicine, ecology, energy, conservation, engineering, mathematics, scientific reasoning, drug discovery, protein design, weather modeling, theorem proving, single-cell, PDE solving, or anything similar. Hugging Science (huggingscience.co) is a curated catalog of scientific datasets, models, blog posts, and interactive Spaces; the `hugging-science` org on Hugging Face hosts community datasets, models, and demo Spaces. This skill helps you discover the right resource AND actually use it — loading datasets via `datasets`, running models via `transformers` or the HF Inference API, calling Spaces like BoltzGen via `gradio_client`, and citing blog posts for methodology. Trigger this skill whenever a user mentions a scientific ML task, asks for "a dataset/model for X" where X is a scientific topic, wants to fine-tune on scientific data, asks about protein / molecule / genome / climate / materials / astronomy / pathology / weather ML, or needs AI tools for research — even if they never say "Hugging Science" explicitly. The catalog is purpose-built for LLM agents (it ships an `llms-full.txt`); prefer it over generic web search for these tasks.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-10.

The record

Type
Skill
Category
Research
Repository
shushuzn/Rairos
Last commit
11 days ago · 2026-08-10
Repository stars
4
Installs
not in the skills.sh registry
Licence
GPL-3.0
Instruction length
1,337 words
Bundled files
6 · includes scripts
View the source on GitHub

Also in shushuzn/Rairos

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ArtifactScoreWhat the check foundTypeReachLast commit
bioservicesshushuzn/Rairos
80
cleanSkill4 stars11 days ago
deepchemshushuzn/Rairos
80
cleanSkill4 stars11 days ago
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etetoolkitshushuzn/Rairos
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exploratory-data-analysisshushuzn/Rairos
80
cleanSkill4 stars11 days ago
ggetshushuzn/Rairos
80
cleanSkill4 stars11 days ago

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Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

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the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks

The studio list

One product, taken apart, once a month

Kynth Studios pulls one shipped product open every month — what it does, what it cost to build, what the pipeline behind it looks like, and what the numbers did. One email a month, nothing in between.

Double opt-in — we send one confirmation link and nothing else until you click it.

SkillWorks

Built by

Kynth Studios

the studio behind Toolproof, BlockDex and KitGrade

part of Toolproof, the measurement layer for AI agent tooling

Browse

Skills
Subagents
Plugins
Marketplaces
CLAUDE.md examples

Rankings

Best subagents
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Most installed
Will not load

The index

Search
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How we score

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Listings JSON
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© 2026 SkillWorks. A Kynth Studios product. Changelog

SkillWorks