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Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use…
原文语言：英语
Expert-thinking profile for Civil Engineer (structural / geotechnical / water resources / LRFD design-review / codes (ASCE 7, ACI 318, AASHTO LRFD)): Reasons from load paths, factored load combinations, soil-structure interaction, and governing limit states…
原文语言：英语
Semantic Similarity Index for disease research literature using PubMedBERT embeddings
原文语言：英语
Expert-thinking profile for Climate Risk Analyst (financial / insurance / disclosure & portfolio climate risk): Reasons from TCFD/IFRS S2 four-pillar disclosure, NGFS Phase V orderly/disorderly/hot-house scenarios, hazard–exposure–vulnerability and…
原文语言：英语
Expert-thinking profile for Climate Scientist (computational / observational / paleoclimate physical climate science): Reasons from ERF/EEI energy-budget closure, AR6 forcing (WMGHG vs ERFaci), optimal fingerprinting and FAR event attribution,…
原文语言：英语
Expert-thinking profile for Climatologist (computational / observational climatology & paleoclimate reconstruction): Characterizes climate via WMO CLINO baselines (1991–2020 vs 1961–1990), ETCCDI indices, and teleconnection modes; bridges ERA5 climatology to…
原文语言：英语
Expert-thinking profile for Clinical Data Manager (clinical / research): Reasons from ALCOA+ data integrity, traceability, and analysis-ready datasets through CDASH/SDTM/ADaM pipelines, edit-check specs, Pinnacle 21 validation, MedDRA/WHO Drug coding, and…
原文语言：英语
Expert-thinking profile for Clinical Embryologist (clinical / research): Reasons from gamete and embryo biology, manufacturing-quality lab control, and prespecified cycle/oocyte/embryo denominators through Vienna consensus KPIs, Gardner/ASEBIR grading,…
原文语言：英语
Expert-thinking profile for Clinical Epidemiologist (clinical / dry-computational (observational & evidence synthesis)): Clinical epidemiology expert for causal study design, observational bias control, GRADE/EBM synthesis, and principled reporting…
原文语言：英语
Expert-thinking profile for Clinical Laboratory Scientist (clinical / core laboratory (chemistry, hematology, microbiology, blood bank, molecular)): Reasons from pre- analytical–analytical–post-analytical total testing process; EP15/EP09/EP28 validation,…
原文语言：英语
Expert-thinking profile for Clinical Pharmacologist (clinical / translational pharmacometrics & regulatory PK/PD): Reasons from exposure–response, popPK (NONMEM), DDI (ICH M12), TDM/NTI windows, and renal/hepatic/allometric adjustment; aligns dose finding…
原文语言：英语
Find clinical trials for a gene, variant, or condition from ClinicalTrials.gov + EUCTR, with FHIR R4 output
原文语言：英语
Expert-thinking profile for Coastal Engineer (field / computational / coastal structures & flood risk): Reasons from joint-probability surge and waves through CEM/EurOtop runup-overtopping, Van der Meer/Rock Manual armor, CERC–Van Rijn sediment budgets, and…
原文语言：英语
Provides file paths to language-specific extension files for the code-testing pipeline. Call this skill to discover available extension guidance files (e.g., dotnet.md for .NET, cpp.md for C++). Do not use directly — invoked by code-testing agents and skills…
原文语言：英语
Expert-thinking profile for Cognitive Neuroscientist (human experimental / fMRI–EEG–MEG / behavioral cognitive neuroscience): Reasons from latent constructs through converging behavior, fMRI/M/EEG, TMS, and lesion evidence; designs factorial and dissociation…
原文语言：英语
Expert-thinking profile for Cognitive Scientist (behavioral experiments / computational modeling (DDM, ACT-R, Bayesian) / Marr levels / strong inference / preregistration): Reasons from Marr's levels of analysis, latent processes behind RT and accuracy, and…
原文语言：英语
Expert-thinking profile for Colloid Chemist (wet-lab / dispersion formulation / DLS- zeta-SAXS characterization / interfacial rheology / nano & emulsion stability (ISO DLS, REACH)): Reasons from interfacial thermodynamics, DLVO and non-DLVO forces, zeta-…
原文语言：英语
Expert-thinking profile for Combinatorialist (theoretical / computational discrete mathematics): Reasons from labelled vs unlabelled enumeration, EGF/OGF and species, bijective and probabilistic proofs, Turán/Ramsey/extremal bounds, and BIBD/OA design…
原文语言：英语
Expert-thinking profile for Combustion Engineer (experimental / combustion & propulsion): Reasons from stoichiometry, flame stability, emissions, and CFD-reacted flows while treating blow-off, flashback, and soot formation as first-class failure modes.
原文语言：英语
Expert-thinking profile for Communications Engineer (digital / wireless & wired PHY / link & system simulation): Reasons from Shannon capacity and matched-filter detection through OFDM/MIMO, 3GPP NR LDPC/polar (TS 38.212), TR 38.901 link budgets, Keysight…
原文语言：英语
Expert-thinking profile for Community Ecologist (field / experimental / multivariate community assembly): Reasons from Vellend's four processes and Chesson stabilizing/equalizing coexistence through PERMANOVA/betadisper, betapart turnover–nestedness, Gotelli…
原文语言：英语
Build an industry comp sheet Excel model with deep operational KPIs
原文语言：英语
Expert-thinking profile for Comparative Medicine Researcher (clinical / research): Reasons from species biology, translational validity, and the 3Rs through model- validity frameworks, IACUC protocols, ARRIVE 2.0 reporting, and FELASA/AALAS health…
原文语言：英语
Expert-thinking profile for Comparative Physiologist (integrative / respirometry / field & lab comparative biology): Reason from the Krogh principle and oxygen cascade through intermittent-flow respirometry, SMR/BMR/MMR scope, Q10 and heterothermy, hemoglobin…
原文语言：英语
Expert-thinking profile for Composites Engineer (design / manufacturing / test / certification): Reasons from CLT/ABD laminate mechanics, Halpin–Tsai micromechanics, and CMH-17/NCAMP allowables through autoclave/OOA/RTM process control, ASTM D30 mechanical…
原文语言：英语
Trading comparables analysis with peer multiples and implied valuation
原文语言：英语
Expert-thinking profile for Computational Chemist (computational / dry / quantum chemistry & molecular simulation): Reasons from Kohn–Sham DFT, def2/D4 functional selection, and conformer ensembles through VASP/Gaussian/ORCA, AMBER/GROMACS MD, CREST/CENSO…
原文语言：英语
Expert-thinking profile for Computational Linguist (computational / corpus & annotation / parsing & semantics): Reasons from UD/PTB formalisms, validate.py/eval.py (LAS/MLAS/ELAS), and evalb .prm settings through Stanza/UDPipe pipelines,…
原文语言：英语
Expert-thinking profile for Computational Neuroscientist (computational / dry / modeling & neural data analysis): Reasons from encoding/decoding, GLM/LNP spike-train likelihood, mean-field E-I balance, and neural manifolds through NEST/Brian/NEURON/BMTK,…
原文语言：英语
Expert-thinking profile for Computational Scientist (computational / dry / simulation, UQ, and reproducible workflows): Reasons from Roache code/solution verification and ASME V&V 10/20/40 credibility through MMS/GCI, UQ ensembles, and Snakemake/Nextflow/CWL…
原文语言：英语
Expert-thinking profile for Computational Social Scientist (digital-trace / network science / text-as-data / causal inference (DiD, IV, RDD) / field & survey experiments): Reasons from social mechanisms, measurement validity, and sampling frames through DAGs,…
原文语言：英语
Expert-thinking profile for Computer Architecture Researcher (computational / simulation / architecture evaluation): Reasons from ISA semantics, AMAT/CPI, MESI coherence, and branch prediction through gem5/SPEC/MLPerf evaluation, Amdahl and roofline…
原文语言：英语
Expert-thinking profile for Computer Graphics Researcher (computational / offline & real-time rendering / neural graphics): Reasons from the rendering equation and Monte Carlo MIS through Mitsuba/Embree/Blender, Vulkan/DXR real-time stacks, BRDF/BSDF…
原文语言：英语
Expert-thinking profile for Computer Hardware Engineer (RTL / microarchitecture / physical design / verification): Reasons from CPI/AMAT and MESI/MOESI coherence through SystemVerilog RTL, PrimeTime/Design Compiler/Innovus signoff, PCIe LTSSM/TLP, SVA formal,…
原文语言：英语
Expert-thinking profile for Computer Scientist (theory + systems / algorithms & complexity / distributed data / formal methods (TLA+, Coq) / security (STRIDE, OWASP ASVS)): Reasons from computational models, abstraction contracts, invariants, and measurable…
原文语言：英语
Expert-thinking profile for Computer Security Researcher (dry-computational / vulnerability, protocol, and empirical security research): Reasons from explicit threat models and CIA/STRIDE through AFL++/libFuzzer triage, ASan/KASAN oracles, ProVerif/Tamarin…
原文语言：英语
Expert-thinking profile for Computer Vision Scientist (computational / detection, segmentation, pose & 3D vision): Reasons from calibration, augmentations, and domain shift through COCO/LVIS/KITTI metrics (mAP, IoU, mask AP), convnets vs ViTs,…
原文语言：英语
Expert-thinking profile for Condensed Matter Physicist (experimental / computational / quantum materials): Reasons from Bloch bands, quasiparticles, and symmetry through ARPES/STM/neutron/transport workflows, VASP/QE/Wannier90/DMFT, and Materials…
原文语言：英语
Expert-thinking profile for Conservation Biologist (field / genetics / planning / threat & recovery assessment): Reasons from IUCN Red List A–E and Green Status recovery metrics, PVA/Ne, occupancy and distance sampling (unmarked, msocc, RMark),…
原文语言：英语
Expert-thinking profile for Conservation Scientist (field monitoring / conservation genetics / systematic planning / impact evaluation / IUCN assessment (Red List, Green Status)): Reasons from measurable biodiversity change, counterfactual impact, and…
原文语言：英语