A strict operating contract for building, updating and recalling evidence-grounded person profiles through Distilly's exact five MCP tools.
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Design and review PyLabRobot 0.2.1 liquid-handling protocols offline, with every physical device command locked behind an explicit operator safety gate.
Runs bounded one-hop and endpoint-pinned two-hop TRAPI queries against the NCATS Translator ARAX API and returns typed, provenance-rich biomedical relationships.
A rigorous workflow skill for planning, validating, restarting, and analyzing FluidSim 0.9 pseudospectral CFD runs with explicit numerical and HPC safety gates.
Scans protein sequences for N-/O-glycosylation sites and guides glycan engineering strategies for antibodies and vaccine antigens.
Runs DiffDock/DiffDock-L to predict protein–small-molecule binding poses and interprets the confidence scores.
Runs the standard phylogenetics workflow — MAFFT alignment, IQ-TREE 2/FastTree inference, and ETE3 tree analysis and rendering.
An expert skill for building, tuning, evaluating, and reporting right-censored and competing-risk survival models with scikit-survival, without data leakage.
A skill that guides you through defining single-, multi-, and many-objective problems in pymoo, computing Pareto fronts, and picking a final solution.
Guides Claude to query and analyze the 200M+ cell CZ CELLxGENE Census of public single-cell and spatial transcriptomics data without downloading full datasets.
Formats and structurally validates treatment-plan documentation for decisions already made and verified by licensed clinicians — fully offline.
Combines lab-animal welfare readouts into a single RELSA severity score and forecasts humane endpoints with ARIMA plus KDE-derived severity zones.
Guides Claude through the `esm` Python SDK — ESM3 generation, ESM C embeddings, ESMFold2 folding, and Forge/Biohub hosted inference.
Guides Claude to build, register, debug, and run bioinformatics workflows on the Latch platform via the Python SDK, CLI, Nextflow, Snakemake, and Latch MCP.
A disciplined workflow for PyTDC 1.1.15: metadata-first discovery, approval-gated dataset downloads, task-aware splits, exact evaluator names, benchmark groups, and bounded molecular oracles.
Run open-source structural biology and molecular design tools (AlphaFold, Boltz, RFdiffusion, DiffDock…) on Tamarind Bio's managed GPUs via its REST API or MCP server.
Simulate and audit closed and open quantum systems with QuTiP 5.3, making units, dimensions, and numerical convergence explicit.
Guides Claude through a full scVelo RNA velocity pipeline — cell state transitions, latent time, and driver genes from spliced/unspliced scRNA-seq counts.
A skill for safely integrating with the LabArchives ELN and Inventory v1 APIs, covering HMAC signing, regional endpoints and security guardrails.