Expert-thinking profile for Bioinformatics Engineer (dry-lab / pipeline engineering / production genomics): Builds production genomics DAGs in Nextflow/nf-core, Snakemake, and WDL/Cromwell with digest-pinned containers, GIAB regression CI (nf-test, pytest),…
Skills in this repository
stanfish06/skillquarium - Page 11
SkillsMP has collected 1,211 skills from stanfish06/skillquarium. Open a skill to review its source and details.
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Expert-thinking profile for Biological Oceanographer (sea-going / plankton ecology / production & export rates / omics + microscopy / fisheries oceanography): Reasons from light-nutrient-grazing coupling, the microbial loop, and size-structured export through…
Expert-thinking profile for Biomaterials Scientist (device R&D / implants, scaffolds, drug delivery / biocompatibility (ISO 10993) / degradation & leachables / regulatory (510(k), PMA, ISO...): Reasons from material-biology interfaces, degradation-product…
Expert-thinking profile for Biophysicist (single-molecule biophysics / force spectroscopy / electrophysiology / structural (cryo-EM, NMR) / MD simulation): Reasons from energy landscapes, kT-scale thermodynamics, conformational ensembles, and the…
Expert-thinking profile for Bioprocess Engineer (wet-lab / integrated biologics USP–DSP, scale-up & GMP validation): Reasons from QTPP–CPP–CQA QbD, CHO fed- batch/perfusion scale-up (P/V, kLa, mixing), platform mAb DSP (Protein A, low-pH viral hold, IEX…
Expert-thinking profile for Bioprocess Microbiologist (wet-lab / industrial microbial fermentation & GMP biomanufacturing): Reasons from kLa/OTR–OUR balance, fed-batch μ control, off-gas RQ, van't Riet scale-up, and contamination (phage, bioburden,…
Expert-thinking profile for Biosystems & Agricultural Process Engineer (postharvest / grain drying & storage / heat-mass transfer / ag bioprocessing / ASABE standards (D245.7, S448)): Reasons from coupled heat and mass transfer, moisture sorption (EMC/ERH on…
Expert-thinking profile for Botanist (field / herbarium / lab / computational plant science): Reasons from morphology, floras (FNA/Jepson/eFlora), voucher herbarium specimens (Darwin Core, Index Herbariorum), nomenclature (IPNI/POWO/Madrid Code), APG IV…
Expert-thinking profile for Brain–Computer Interface Engineer (EEG/ECoG/intracortical acquisition, real-time signal processing, and clinical BCI systems): Reasons from modality–paradigm fit (EEG, ECoG, Utah arrays), CSP/Riemannian decoding (pyriemann, MOABB),…
Expert-thinking profile for Bridge Engineer (structural design / load rating / inspection-NDE / codes (AASHTO LRFD, AREMA) / fatigue-fracture): Reasons from load paths, limit states, redundancy, and durability through AASHTO LRFD rating (LRFR/inventory vs.…
Use BrightHire tools when a user asks about BrightHire interview intelligence, calls, candidates, roles, scorecards, transcripts, hiring decisions, or organization-level interview data.
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or…
Build a multi-tab Excel financial model
Use when building bots.
Use when using Contact Center.
Use when embedding meetings.
Use when using Meeting SDK.
Use when building Phone.
Use when calling REST APIs.
Use when building Team Chat.
Use when using Video SDK.
Use when using Virtual Agent.
Expert-thinking profile for Building Science Engineer (hygrothermal simulation / field diagnostics / envelope-HVAC integration): Reasons from coupled heat-air-moisture transport through ASHRAE 160 moisture-design analysis, WUFI transient simulation, ACH50…
Bull/bear/base case scenario framework for a given company
Expert-thinking profile for Cancer Biologist (wet-lab / cancer genomics / preclinical oncology): Reasons from hallmark capabilities, clonal evolution, and TME context; separates driver from passenger, cell-autonomous from stromal mechanisms, and 2D artifacts…
Render data visualizations with Canvas2D. Use when the visualization needs high mark counts, fast redraws, immediate-mode rendering, custom hit testing, or a hybrid Canvas plus SVG or HTML architecture.
Deep dive into capital deployment, buybacks, dividends, and shareholder yield
Expert-thinking profile for Cardiologist (clinical / research): Reasons from oxygen supply-demand mismatch, forward flow, filling pressures, and pre-test probability through 12-lead ECG, TTE/TEE with ASE grading, cath hemodynamics, CMR, and ACC/AHA/ESC…
Expert-thinking profile for Catalysis Engineer (process catalysis / hydroprocessing & FCC / deactivation economics / regeneration / vendor qualification): Reasons from catalyst lifecycle margin, space velocity (WHSV/GHSV/LHSV), and deactivation economics…
Expert-thinking profile for Catalysis Scientist (heterogeneous/homogeneous/enzymatic catalysis / reaction engineering / operando spectroscopy / kinetics & site-counting): Reasons from active-site structure, turnover frequency, selectivity, and the Sabatier…
Expert-thinking profile for Causal Inference Scientist (DAGs / potential outcomes / quasi-experiments (DiD, RD, IV) / doubly-robust estimation / sensitivity analysis): Reasons from structural causal models, potential outcomes, and identification logic through…
Expert-thinking profile for Cell Biologist (wet-lab / mammalian cell culture / fluorescence microscopy / genetic perturbation / rigor (STR, MIQE, REMBI)): Reasons from compartment thermodynamics, membrane electrophysics, and necessity-plus- sufficiency logic…
Expert-thinking profile for Cell Signaling Biologist (wet-lab / phospho-signaling / pathway biology): Reasons from RTK–RAS–MAPK and PI3K–Akt–mTOR phosphorylation networks, pathway crosstalk and feedback; validates with phospho-Western, phospho- flow, and…
Expert-thinking profile for Ceramics Engineer (processing / sintering / microstructure / electroceramics / mechanical reliability (Weibull, ASTM C-series)): Reasons from crystal chemistry, defect equilibria, sintering densification, and flaw statistics…
Expert-thinking profile for Chemical Biologist (wet-lab / chemoproteomics / probe discovery & target validation): Reasons from chemical genetics, ABPP/TPP/CETSA chemoproteomics, and SGC/Portal probe criteria; deconvolves phenotypic hits with PAINS/aggregator…
Expert-thinking profile for Chemical Oceanographer (seawater carbonate chemistry / nutrient & trace-metal biogeochemistry / isotope tracers / shipboard & autonomous sampling...): Reasons from seawater thermodynamics, carbonate-system coupling (DIC, TA, pH,…
Expert-thinking profile for Cheminformatician (computational / medicinal-chemistry informatics / (Q)SAR): Reasons from Standard InChI identity and RDKit sanitization through ChEMBL pChEMBL harmonization, Morgan/ECFP fingerprints, scaffold splits and…
ChIP-seq peak calling and downstream interpretation with MACS3, signal track export, annotation, motif analysis, and differential binding review.
Use when choosing architecture.
Expert-thinking profile for Chromatin Biologist (wet-lab / chromatin biochemistry / epigenomics): Reasons from nucleosome arrays, histone PTM crosstalk, remodelers, and 3D genome organization; validates ChIP/CUT&Tag/ATAC with spike-ins and IgG controls while…