opentrons-integration
Skill1.1k starsChanged 8 months agoNo licenceView on GitHub
Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.
We split this skill into the rules it gives an agent
17 rules. 13 are common, 0 are distinctive, and 4 are very specific to this project.
13
Common
Most of the 6 edited versions we read keep these.
0
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 6 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 versions9 projects use a version of this.
Word for word · 3
- BrightGold70/skills★ 1100% same
- garri333/Skills★ 1100% same
- yf8578/claude-skills-collection★ 1100% same
Edited · 4
- LeonChaoX/qinyan-academic-skills★ 910100% same
- qinyan-ai/qinyan-academic-skills★ 80100% same
- uppifyagency/boilerplate-saas-2026★ 1100% same
- davidanthonyn/claude-skills★ 099% same
Wrote their own version · 2
- Luooops/skills★ 1same 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, simpy and 2 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
tondevrelSkillsimpy
A process-based discrete-event simulation framework. Use for modeling queuing systems, supply chains, manufacturing processes, network simulation, project management, and any system where events occur at specific points in time. Load when working with discrete event simulation, process modeling, resource allocation, virtual time, simpy.Environment, simpy.Resource, or event-driven simulation.
Also in 7 projects that use this
ashrafkahoush-uxSkillwhat-if-oracle
Run structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like "what if...", "what would happen if...", "what are the possibilities", "explore scenarios", "scenario analysis", "possibility space", "what could go wrong", "best case / worst case", "risk analysis", "contingency planning", "strategic options", or any question about uncertain futures. Also trigger when the user faces a fork-in-the-road decision, wants to stress-test an idea, or needs to think through consequences before committing.
Also in 5 projects that use this
LeonChaoXSkillmolecular-dynamics
Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.
Also in 4 projects that use this
In this repository239 other files it gives its agents.
- alphafold-databaseSkill
- analyze_lab_video_cell_behaviorSkill
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- benchling-integrationSkill
- bioinformaticsSkill
- biomniSkill
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- clinpgx-databaseSkill
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- cosmic-databaseSkill
- deeptoolsSkill
- detect_common_wetlab_errorsSkill
- dnanexus-integrationSkill
- egocentric_view_to_structured_logSkill
- ena-databaseSkill
- ensembl-databaseSkill
- esmSkill
- etetoolkitSkill
- extract_experiment_data_from_videoSkill
- flowioSkill
- gene-databaseSkill
- genimlSkill
- geo-databaseSkill
- ggetSkill
- gtarsSkill
- gwas-databaseSkill
- histolabSkill
- hmdb-databaseSkill
- hypogenicSkill
- kegg-databaseSkill
- labarchive-integrationSkill
- lamindbSkill
- latchbio-integrationSkill
- matchmsSkill
- metabolomics-workbench-databaseSkill
- omero-integrationSkill
- pathmlSkill
- pdb-databaseSkill
- protocolsio-integrationSkill
- protocol_video_matchingSkill
- pydeseq2Skill
- pylabrobotSkill
- pyopenmsSkill
- pysamSkill
- reactome-databaseSkill
- realtime_protocol_guidance_promptsSkill
- robot_protocol_step_generatorSkill
- scanpySkill
- scikit-bioSkill
- scikit-survivalSkill
- scvi-toolsSkill
- string-databaseSkill
- tooluniverse-crispr-screen-analysisSkill
- tooluniverse-epigenomicsSkill
- tooluniverse-expression-data-retrievalSkill
- tooluniverse-gene-enrichmentSkill
- tooluniverse-gwas-drug-discoverySkill
- The first 60 shown.
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Files you open will collect here, so you can find them again.
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