hypothesis-generation
Skill1.1k starsChanged 8 months agoNo licenceView on GitHub
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
We split this skill into the rules it gives an agent
29 rules. 0 are common, 25 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 19 edited versions we read keep these.
25
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 19 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Trending
More talk lately.thin dataabout the whole repository
Who's talking about wu-yc/LabClaw
- rpatrik96/research-agora“Interested in contributing from Tübingen + relevant reference”GitHub · Mar 31, 2026 · 1 reactions
- sudosubin/agents.nix“agent-skills.github.wu-yc.labclaw: init at 0-unstable-2026-03-19”GitHub · Oct 4, 2026
The biggest 2 of 2 mentions linking to the repository that our crawl found. Each line is their own headline.
Other versions21 projects use a version of this.
Word for word · 2
- BrightGold70/skills★ 1100% same
- garri333/Skills★ 1100% same
Edited · 8
- LeonChaoX/qinyan-academic-skills★ 910100% same
- qinyan-ai/qinyan-academic-skills★ 80100% same
- Barrios88/barrios-skills★ 6398% same
- MarieLynneBlock/arcanum-artifex★ 496% same
- Oceanjackson1/Claude-Skill★ 2100% same
- uppifyagency/boilerplate-saas-2026★ 1100% same
- yf8578/claude-skills-collection★ 1100% same
- davidanthonyn/claude-skills★ 087% same
Wrote their own version · 11
- K-Dense-AI/claude-scientific-writer★ 2.4ksame name
- jaechang-hits/SciAgent-Skills★ 383same name
- PracticalSwan/agent-skills★ 22same name
- adeerkhan/vitruvius★ 9same name
- gootf/eacks★ 2same name
- AngelCampa1/decision-making-skills★ 1same name
- Luooops/skills★ 1same name
- maratmu1988-afk/medical-research★ 1same name
- YuchengZhang256/claude-code-workflow★ 1same name
- zh123012/claude-skills★ 1same name
1 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use paper-lookup.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
YuchengZhang256Skillpaper-lookup
Look up a specific paper or exact-known query across 10 academic databases via their REST APIs (PubMed, PMC, bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall). Trigger ONLY when the user supplies a precise identifier (DOI, PMID, PMCID, arXiv ID, exact title) OR explicitly names one of these databases. Use for: fetching metadata for one known paper, pulling an abstract or full text for a known article, checking open-access status, retrieving a citation count, listing an author's publications, fetching references or citing papers for one specific paper. Single-shot targeted queries only — do NOT trigger on broad topic discovery ("find papers about X"), systematic review workflows, or methodological overlap scanning; those are handled elsewhere.
Also in 3 projects that use this
In this repository239 other files it gives its agents.
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- The first 60 shown.
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