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sciagent-skills

197 ready-to-use life sciences skills that turn Claude into a domain expert for genomics, proteomics, drug discovery, biostatistics, scientific computing, and scientific writing…

Plugin bundle · by jaechang-hits

About

sciagent-skills is a plugin bundle for AI coding tools published by jaechang-hits. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-12.

In its own words, on Claude Code: claude-plugins-community:

197 ready-to-use life sciences skills that turn Claude into a domain expert for genomics, proteomics, drug discovery, biostatistics, scientific computing, and scientific writing. Each skill provides runnable code examples, key parameters with defaults, and troubleshooting guides for tools like Scanpy, RDKit, BioPython, PyMC, AutoDock Vina, and 190+ more. Scored 92.0% on BixBench-Verified-50 benchmark (+26.7%p over base Claude). Skills are auto-discovered — just describe your task and Claude finds the relevant skill.

What it asks for

  • Installs as a plugin bundle

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Connect

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Check its listing on Claude Code: claude-plugins-community

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Claude Code: claude-plugins-community (Open the source on GitHub) Listed 1.0.0 Forks (GitHub): 40
Stars (GitHub): 376
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What the bundle contains

As published on Claude Code: claude-plugins-community.

Skills: 134

  • adaptyv-bio
  • aeon
  • alphafold-database-access
  • arboreto-grn-inference
  • astropy-astronomy
  • autodock-vina-docking
  • benchling-integration
  • biopython-molecular-biology
  • biopython-sequence-analysis
  • biorxiv-database
  • brenda-database
  • cancer-research-figure-guide
Show the remaining 122
  • cell-figure-guide
  • cellchat-cell-communication
  • cellpose-cell-segmentation
  • chembl-database-bioactivity
  • citation-management
  • clinical-decision-support-documents
  • clinicaltrials-database-search
  • cobrapy-metabolic-modeling
  • dailymed-database
  • dask-parallel-computing
  • datamol-cheminformatics
  • ddinter-database
  • deepchem
  • degenerate-input-filtering
  • diffdock
  • drugbank-database-access
  • elife-figure-guide
  • emdb-database
  • esm-protein-language-model
  • etetoolkit
  • exploratory-data-analysis
  • fda-database
  • flowio-flow-cytometry
  • general-figure-guide
  • geopandas-geospatial
  • gtopdb-database
  • hmdb-database
  • homer-motif-analysis
  • hypogenic-hypothesis-generation
  • hypothesis-generation
  • interpro-database
  • kegg-pathway-analysis
  • lamindb-data-management
  • lancet-figure-guide
  • latex-research-posters
  • libsbml-network-modeling
  • literature-review
  • macs3-peak-calling
  • matchms-spectral-matching
  • matlab-scientific-computing
  • matplotlib-scientific-plotting
  • maxquant-proteomics
  • mdanalysis-trajectory
  • mdtraj-trajectory-analysis
  • medchem
  • metabolomics-workbench-database
  • mofaplus-multi-omics
  • molfeat-molecular-featurization
  • muon-multiomics-singlecell
  • nan-safe-correlation
  • napari-image-viewer
  • nature-figure-guide
  • nejm-figure-guide
  • networkx-graph-analysis
  • neurokit2
  • neuropixels-analysis
  • nextflow-workflow-engine
  • omics-analysis-guide
  • openalex-database
  • opencv-bioimage-analysis
  • opentargets-database
  • opentrons-protocol-api
  • pdb-database
  • peer-review-methodology
  • plannotate-plasmid-annotation
  • plotly-interactive-plots
  • pnas-figure-guide
  • polars-dataframes
  • pride-database
  • protocolsio-integration
  • pubchem-compound-search
  • pubmed-database
  • pyhealth
  • pyimagej-fiji-bridge
  • pylabrobot
  • pymatgen
  • pymc-bayesian-modeling
  • pymoo
  • pyopenms-mass-spectrometry
  • pytdc-therapeutics-data-commons
  • rdkit-chemdraw-cdxml
  • rdkit-cheminformatics
  • reactome-database
  • rowan
  • sar-analysis
  • science-figure-guide
  • scientific-brainstorming
  • scientific-critical-thinking
  • scientific-literature-search
  • scientific-manuscript-writing
  • scientific-schematics
  • scientific-slides
  • scientific-visualization
  • scikit-bio
  • scikit-image-processing
  • scikit-learn-machine-learning
  • scikit-survival-analysis
  • seaborn-statistical-plots
  • sgrna-design-guide
  • shap-model-explainability
  • simpy-discrete-event-simulation
  • smina-molecular-docking
  • snakemake-workflow-engine
  • spikeinterface-electrophysiology
  • statistical-analysis
  • statistical-significance-annotation
  • statsmodels-statistical-modeling
  • string-database-ppi
  • sympy-symbolic-math
  • torch-geometric-graph-neural-networks
  • torchdrug
  • trackpy-particle-tracking
  • transformers-bio-nlp
  • umap-learn
  • unichem-database
  • uniprot-protein-database
  • uspto-database
  • vaex-dataframes
  • viennarna-structure-prediction
  • western-blot-quantification
  • zarr-python
  • zinc-database

What changed

Nothing has moved on this plugin since we started watching it.

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Compared side by side

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Is this your plugin?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and can put its remote endpoint on monitoring as a web service.

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built