scientific-brainstorming
Skill1 starsChanged 53 days agoNo licenceView on GitHub
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.
16 other projects use a version of this, 3 of them edited.
Adopted by
Most recently taken up by
- delorenj/skillsedited, first seen Nov 8, 2026
- BrightGold70/skillstheir own version, first seen Nov 8, 2026
- MarieLynneBlock/arcanum-artifextheir own version, first seen Nov 1, 2026
- patoangolano/bio-stackedited, first seen Oct 15, 2026
- Alex-Broughton/claude-skillstheir own version, first seen Oct 13, 2026
- garri333/Skillstheir own version, first seen Oct 11, 2026
Used with
Projects with it also use ena-database and gwas-database.
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.
garri333Skillena-database
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.
Also in 7 projects that use this
garri333Skillgwas-database
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.
Also in 7 projects that use this
Other versions16 projects use a version of this.
Word for word · 1
- ailessonio/open-source-skills★ 0100% same
Edited · 3
- delorenj/skills★ 1792% same
- zh123012/claude-skills★ 1100% same
- patoangolano/bio-stack★ 092% same
Wrote their own version · 12
- wu-yc/LabClaw★ 1.1ksame name
- LeonChaoX/qinyan-academic-skills★ 910same name
- jaechang-hits/SciAgent-Skills★ 386same name
- qinyan-ai/qinyan-academic-skills★ 80same name
- ZanderRuss/obsidian-claude★ 19same name
- MarieLynneBlock/arcanum-artifex★ 4same name
- Oceanjackson1/Claude-Skill★ 2same name
- BrightGold70/skills★ 1same name
- garri333/Skills★ 1same name
- uppifyagency/boilerplate-saas-2026★ 1same name
2 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.
In this repository191 other files it gives its agents.
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- The first 60 shown.
The file
Show its rules and text
We split this skill into the rules it gives an agent
17 rules. 0 are common, 15 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 15 edited versions we read keep these.
15
Distinctive
This author's own choices. Worth a look.
2
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 15 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.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

