alterlab-databases
claudeConnectors to scientific databases (PubMed, ChEMBL, UniProt, GEO, and more) (38 skills)
38 skills · 1 MCP server
Laboratory platforms (Benchling, DNAnexus, Opentrons, Protocols.io) (9 skills)
Plugin alterlab-lab-integrations from marketplace alterlab-academic-skills in AlterLab-IEU/AlterLab-Academic-Skills. Commands read from the repo's manifest — 6 days ago.
alterlab-benchlingWrites Benchling integration code against the official benchling-sdk — registry DNA/protein entities, inventory, ELN entries, workflow tasks, Benchling Apps, Data Warehouse SQL — and validates every create/update payload offline by building the SDK's typed models and serializing them, with no Benchl
alterlab-dnanexusDevelops genomics apps, applets and workflows for the DNAnexus platform with the dxpy Python SDK and dx CLI — writes dxapp.json and entry-point code, lints the spec offline, runs entry points locally in dxpy's debug harness, and checks WDL for dxCompiler with miniwdl, all without an account; buildin
alterlab-ginkgo-cloudPrepares and validates Ginkgo Bioworks Cloud Lab orders with no account — picks the right protocol (cell-free protein expression validation/optimization, fluorescent pixel art, and the newer catalog), validates the inputs offline (DNA length/format for CFPS, image-to-7-strain-palette mapping for pix
alterlab-labarchiveWrites and validates LabArchives ELN integration code and analyses exported notebooks with no account — reviews labapi/labarchives-py usage, drafts entry HTML and upload plans, and audits a LabArchives notebook export (folder tree or backup) offline for structure and provenance gaps with scripts/ana
alterlab-latchbioAuthors bioinformatics pipelines with the Latch SDK — @workflow/@task decorators, LatchFile/LatchDir I/O, CPU/GPU task sizing, the Latch Registry, and Nextflow/Snakemake wrapping — and validates them with no account, type-checking the decorators and workflow graph at import, running task functions l
alterlab-omeroWorks with microscopy image data via the OMERO Python API (BlitzGateway) — writes and validates the integration code, analyses local OME-TIFF/microscopy pixels, ROIs and channels with tifffile offline, and browses or pulls from public OMERO servers (the IDR JSON API, webgateway and OME-Zarr) with no
alterlab-opentronsWrites liquid-handling protocols for Opentrons OT-2 and Flex robots using the official Opentrons Protocol API v2, with full access to v2 features for production-grade, officially compatible protocols. Use when authoring or running protocols specifically for Opentrons hardware. For multi-vendor autom
alterlab-protocolsioDiscovers, reads, drafts and cites protocols.io protocols with no account — finds public protocols and their DOIs through Crossref (prefix 10.17504), reads a public protocol's full steps and materials from its public web page/PDF via WebFetch, and drafts new protocols in protocols.io's step/material
alterlab-pylabrobotPrograms lab automation with PyLabRobot, a vendor-agnostic async Python framework that drives Hamilton STAR/Vantage, Tecan EVO, and Opentrons OT-2 liquid handlers plus plate readers, heater shakers, incubators, centrifuges, pumps, scales, and thermocyclers, with a chatterbox simulator and browser vi
Connectors to scientific databases (PubMed, ChEMBL, UniProt, GEO, and more) (38 skills)
38 skills · 1 MCP server
Genomics, proteomics, and single-cell analysis (Scanpy, BioPython, pysam, ESM) (38 skills)
38 skills
Machine learning and statistics (scikit-learn, PyTorch, transformers, SHAP) (22 skills)
22 skills
Quantum computing, geospatial, materials, astronomy, and digital humanities (18 skills)
18 skills
Stage-gated social-science methods spine — orchestrator + 5 validity gates (design/identifying-assumption, measurement, sampling/power, reflexivity, inference) and 11 analysis modules (causal inference, complex-survey analysis, SEM/psychometrics, multilevel models, QCA, SNA, ABM, text-as-data, qualitative analysis, meta-analysis, missing data) (17 skills)
17 skills
Search, discovery, Zotero, qualitative methods, ethics, and open science (14 skills)
14 skills
Full Domino Data Lab platform support — workspaces, jobs, model deployment, experiment tracking, GenAI tracing, Spark/Ray/Dask, and app deployment for data science teams
26 skills · 4 commands · 3 agents · 1 MCP server
Evidence-backed BioPharma research workflows over Maven Bio's drug, trial, company, and deal knowledge graph. Skills for competitive pipelines, indication landscapes, asset profiles, deal and financing activity, and evidence synthesis grounded in FDA, SEC, clinical, and press sources. Requires a Maven Bio account.
16 skills · 1 agent · 1 MCP server
Query the KEGG bioinformatics database — pathways, genes, compounds, drugs, enzymes, diseases, reactions, and more via 34 read-only MCP tools. No API key required.
1 skill · 3 commands · 1 agent · 1 MCP server
Create narrated Mandarin math and science tutorial videos or interactive explainers from problem statements and images.
1 skill
Data Science Team — 10 agents: Cast, Feat, Fit, Score, Drift, Vect, Tune, Plot, Clean, Eval
Science-based learning exercises for deliberate skill development during AI-assisted coding
1 skill
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