scientific-brainstorming
Skill19 starsChanged 10 months agoNo licenceView on GitHub
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.
We split this skill into the rules it gives an agent
10 rules. 10 are common, 0 are distinctive, and 0 are very specific to this project.
10
Common
Most of the 14 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
0
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 14 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.
Other versions14 projects use a version of this.
Word for word · 0
None found.
Edited · 9
- wu-yc/LabClaw★ 1.1k85% same
- LeonChaoX/qinyan-academic-skills★ 91095% same
- qinyan-ai/qinyan-academic-skills★ 8095% same
- Oceanjackson1/Claude-Skill★ 295% same
- BrightGold70/skills★ 185% same
- garri333/Skills★ 185% same
- uppifyagency/boilerplate-saas-2026★ 195% same
- yf8578/claude-skills-collection★ 185% same
- Alex-Broughton/claude-skills★ 095% same
Wrote their own version · 5
- jaechang-hits/SciAgent-Skills★ 383same name
- Luooops/skills★ 1same name
- zh123012/claude-skills★ 1same name
- ailessonio/open-source-skills★ 0same name
- patoangolano/bio-stack★ 0same name
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 usfiscaldata, benchling-integration and 10 more.
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.
yf8578Skillusfiscaldata
Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates, exchange rates, and savings bonds. Access 54 datasets and 182 data tables with no API key required. Use when working with U.S. federal fiscal data, national debt tracking (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates on Treasury securities, foreign exchange rates, savings bonds, or any U.S. government financial statistics.
Also in 6 projects that use this
garri333Skillbenchling-integration
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Also in 10 projects that use this
- garri333Skill
etetoolkit
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.
Also in 10 projects that use this
- +9 more from garri333
In this repository19 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- ai-searchSkill
- citation-managementSkill
- docxSkill
- exploratory-data-analysisSkill
- literature-reviewSkill
- mcp-builderSkill
- obsidian-markdownSkill
- PDF Processing ProSkill
- perplexity-academicSkill
- perplexity-searchSkill
- plotlySkill
- scientific-critical-thinkingSkill
- scientific-slidesSkill
- scientific-writingSkill
- seabornSkill
- statistical-analysisSkill
- venue-templatesSkill
- xlsxSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
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.