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Expert-thinking profile for Spectroscopist (wet-lab / optical & magnetic spectroscopy (UV-Vis/fluorescence/IR-Raman/NMR/EPR/XAS) / peak assignment & quantitation / instrument QC &...): Reasons from selection rules, line shapes as convolutions of intrinsic and…
原文语言：英语
Expert-thinking profile for Spintronics Physicist (thin-film fab / magneto-transport / spin dynamics (ST-FMR, MTJ/SOT) / micromagnetics): Reasons from spin-orbit coupling, spin diffusion length, exchange and DMI, and spin-dependent transport through MTJ/TMR…
原文语言：英语
Expert-thinking profile for Sports Scientist (applied / field & lab / team & individual performance monitoring): Reasons from periodization and session- RPE/ACWR/GPS load monitoring, VALD force-plate readiness, SWC/TE decision bands, and…
原文语言：英语
Use when starting Zoom work.
原文语言：英语
Design statistically honest and uncertainty-aware visualizations. Use when the user needs help showing distributions, intervals, confidence, missingness, sampling effects, or analytical rigor in charts and dashboards.
原文语言：英语
Expert-thinking profile for Statistical Physicist (theoretical / computational / equilibrium and non-equilibrium statistical mechanics): Reasons from ensembles and partition functions through finite-size scaling (Binder cumulant, data collapse), Wolff/cluster…
原文语言：英语
Expert-thinking profile for Statistician (applied inference / experimental design / Bayesian-frequentist / causal & survey methods / SAP-driven consulting): Reasons from estimands, generative-model assumptions, and a budgeted Type I/II error tradeoff through…
原文语言：英语
Expert-thinking profile for Stellar Astrophysicist (stellar evolution modeling / spectroscopy + photometry / asteroseismology / multi-messenger observation / MESA simulation): Reasons from stellar structure, nucleosynthesis, radiative transfer, and the…
原文语言：英语
Expert-thinking profile for Stem Cell Biologist (wet-lab / hPSC culture and directed differentiation): Human pluripotent stem cell maintenance, ISSCR-aligned QC (pluripotency markers, tri-lineage differentiation, genomic drift, mycoplasma), and directed…
原文语言：英语
Expert-thinking profile for Stratigrapher (outcrop + subsurface / sequence stratigraphy / well & seismic correlation / biostratigraphy / basin analysis (ICS, NACS)): Reasons from the material-strata-versus-conceptual-time distinction, accommodation-and-supply…
原文语言：英语
Expert-thinking profile for String Theorist (formal hep-th / compactification & moduli stabilization / AdS-CFT holography / swampland & string phenomenology): Reasons from worldsheet CFT anomaly cancellation, moduli stabilization, and effective-field-theory…
原文语言：英语
Expert-thinking profile for Structural Biologist (wet-lab / X-ray crystallography / cryo-EM / NMR): Reasons from the phase problem, CTF, and gold-standard FSC; refines with CCP4/PHENIX/RELION/cryoSPARC; validates with MolProbity and OneDep while treating…
原文语言：英语
Expert-thinking profile for Structural Engineer (analysis & design / LRFD-ASD limit states / seismic & wind lateral systems / connections & foundations / codes (ASCE 7, ACI 318, AISC...): Reasons from equilibrium, load-path continuity, ductility, and…
原文语言：英语
Expert-thinking profile for Structural Geologist (field mapping / balanced cross sections / microstructural petrofabrics / active tectonics & paleoseismology / fault- slip inversion): Reasons from stress, strain, kinematics, and Mohr-Coulomb failure through…
原文语言：英语
Expert-thinking profile for Superconductivity Scientist (experimental / computational / materials discovery & applied conductors): Reasons from BCS/Eliashberg/GL order parameters, pairing symmetry, and vortex physics; validates Tc with Meissner/χ/C triads,…
原文语言：英语
Interactive supply chain dashboard mapping suppliers, customers, and financial interdependencies
原文语言：英语
Expert-thinking profile for Supramolecular Chemist (wet-lab / host-guest binding / self-assembly / ITC + NMR titration / SCXRD): Reasons from noncovalent binding free energies (ΔG = ΔH − TΔS), host-guest complementarity, and cooperative assembly through ITC,…
原文语言：英语
Expert-thinking profile for Surface Chemist (experimental / UHV & ambient surface analysis / colloid & interface science): Reasons from interfacial thermodynamics, Langmuir/BET/D-R adsorption, and Young–Dupré wetting through XPS (ISO 15472/18118, AdC…
原文语言：英语
Expert-thinking profile for Surface Engineering Specialist (laboratory / deposition & surface treatment / tribology & corrosion qualification): Reasons from tribological system design, Archard wear, Stribeck regimes, and Pourbaix/galvanic coupling; selects…
原文语言：英语
Expert-thinking profile for Surface Physicist (UHV surface science / electron spectroscopy / scanning-probe microscopy / surface diffraction / catalysis & 2D epitaxy): Reasons from surface thermodynamics, adsorption coverage, work function, and probe escape…
原文语言：英语
Expert-thinking profile for Surgeon-Scientist (clinical / research): Reasons from anatomy, pathophysiology, and the IDEAL stage of surgical innovation through IDE/IND pathways, NSQIP/STS registry risk-adjustment, CUSUM learning-curve analysis, and…
原文语言：英语
Expert-thinking profile for Surveyor / Geomatics Engineer (field / office geodetic, cadastral, construction, hydro, and remote sensing): Reasons from datum/epoch/geoid and NSRS 2022 migration, CSF grid–ground, Baarda/3D least squares, NGS 92/ALTA RPP/ASPRS…
原文语言：英语
Expert-thinking profile for Sustainability Scientist (sustainability reporting / GHG accounting (GHG Protocol, GRI/ISSB/ESRS) / planetary boundaries / circularity & nexus / scenario analysis): Reasons from measurable capitals, planetary-boundary safe…
原文语言：英语
Expert-thinking profile for Synthetic Biologist (engineering biology / DBTL / genetic circuits + metabolic pathways / Golden Gate + Gibson assembly / SBOL-SBML standards / biosafety (NIH...): Reasons from biological parts, the DBTL cycle, chassis context, and…
原文语言：英语
Expert-thinking profile for Systems Biologist (computational / research): Reasons from network motifs, separation of structure from dynamics, mass-balance constraints, and multi-layer measurement coupling through COBRApy/FBA-pFBA-FVA, ODE/Boolean simulation…
原文语言：英语
Expert-thinking profile for Systems Engineer (requirements / architecture / integration / V&V / MBSE): Reasons from stakeholder needs, ISO/IEC/IEEE 15288 life- cycle processes, and V-model verification/validation through bidirectional requirements trace…
原文语言：英语
Expert-thinking profile for Systems Neuroscientist (wet-lab / in vivo neurophysiology + behavioral neuroscience + computational analysis): Reasons across circuits, Neuropixels/calcium imaging, behavior, optogenetics/chemogenetics, connectomics, and…
原文语言：英语
Expert-thinking profile for Taxonomist / Systematist (museum / field / lab / integrative alpha taxonomy & nomenclature): Reasons from nomenclature–taxonomy separation and ICZN/Madrid Code typification (holotype/lectotype/neotype) through integrative…
原文语言：英语
Quick one-page company overview and snapshot
原文语言：英语
Expert-thinking profile for Telecommunications Engineer (RAN/backhaul/core / link budgets / propagation modeling / spectrum compliance (3GPP, ITU-R, FCC Part 47)): Expert profile for telecommunications engineer — see AGENTS.md for field-specific methods and…
原文语言：英语
Provides file paths to language-specific reference files for the test ANALYSIS skills (assertion-quality, test-anti-patterns, test-gap-analysis, test-smell-detection, test-tagging). Call this skill to discover available extension files (e.g., dotnet.md for…
原文语言：英语
Test data visualizations and dashboards. Use when the user needs chart or diagram test strategy, screenshot or image diff testing, visual regression, mocked or synthetic chart data, component or unit tests, E2E dashboard QA, interactive UML-like diagram…
原文语言：英语
Expert-thinking profile for Theoretical Chemist (dynamics theory / PES construction / TST & master-equation kinetics / quantum scattering): Reasons from Hamiltonians, partition functions, and flux through dividing surfaces using validated potential energy…
原文语言：英语
Expert-thinking profile for Theoretical Computer Scientist (theoretical / complexity, algorithms, and formal proof): Reasons from explicit models (TM, circuit, communication, query) and resource measures; audits Karp/parsimonious/gap/fine-grained reductions…
原文语言：英语
Expert-thinking profile for Theoretical Physicist (analytic theory / QFT & EFT / lattice & many-body numerics / RG & critical phenomena / GR & gravitation): Reasons from symmetries, conservation laws, effective field theory, and limiting cases through…
原文语言：英语
Expert-thinking profile for Thermodynamics Engineer (energy-system analysis / cycle modeling / exergy & pinch / heat exchangers / acceptance testing (ASME PTC, AHRI)): Reasons from energy conservation, entropy generation, state properties, and exergy quality…
原文语言：英语
Expert-thinking profile for Thin-Film Scientist (deposition (PVD/CVD/ALD) / thin-film metrology / stress & adhesion / optical coatings / semiconductor fab): Reasons from nucleation and growth modes, film stress, interfacial adhesion, and conformality across…
原文语言：英语
Render WebGL-accelerated data visualizations with Three.js, raw WebGL, deck.gl, luma.gl, PixiJS, Sigma.js, Plotly WebGL traces, ECharts GL, CesiumJS, Babylon.js, or related GPU libraries. Use when the visualization needs true spatial structure, dense 2D or 3D…
原文语言：英语
Expert-thinking profile for Tissue Engineer (wet-lab / regenerative medicine): Reasons from the TE triad, Krogh transport limits, and Engler mechanobiology through perfusion bioreactors, dECM constructive remodeling, ASTM F2150/F1635 characterization, and…
原文语言：英语
Expert-thinking profile for Topologist (proof-based / algebraic topology / low- dimensional & knot theory / TDA (persistent homology)): Reasons from continuity, compactness, connectedness, homotopy, and manifold structure through invariants and tools like π₁…
原文语言：英语