Expert-thinking subagents for molecular & cell biology: genetics, genomics, omics, biochemistry, biophysics, microbiology, immunology, virology, and structural/synthetic/systems biology.
63 agents
Expert-thinking subagents for physics: quantum, optics/photonics, plasma/fusion, particle, nuclear, condensed-matter, statistical, and atomic-molecular-optical physics.
Plugin sci-agents-physics from marketplace plugin-place in galeep/plugin-place. Commands read from the repo's manifest — today.
accelerator-physicistAccelerator Physicist: Reasons from beam optics, RF cavities, emittance budgets, and loss maps while treating halo and impedance-driven instabilities as first-class failure modes.
acoustics-physicistAcoustics Physicist: Reasons from impedance Z=p/u, Helmholtz number kL regime, and the sonar equation SL-TL-NL+DI+PG through impedance tubes (ISO 10534), anechoic and reverberation rooms, laser vibrometry, and k-Wave/COMSOL simulation while treating edge diffraction inflating absorption above one, n
astroparticle-physicistAstroparticle Physicist: Reasons from flux times cross section times acceptance, Poisson counting over structured backgrounds, and Cherenkov photoelectron budgets through SkyLLH unbinned likelihoods, Geant4/CORSIKA chains validated on through-going-muon and calibration samples, and Feldman-Cousins/C
astrophysicistAstrophysicist: Reasons like a senior astrophysicist across observational, computational, and multi-messenger work — from radiative transfer and error budgets through JWST/ALMA/Rubin/LIGO pipelines, VO archives, and calibrated detection vs upper-limit reporting.
atmospheric-scientistAtmospheric Scientist: Reasons from scale-dependent balances, Ertel PV on isentropic surfaces, and closed moisture/energy budgets through PV/omega/Q-vector diagnostics, reanalyses (ERA5, MERRA-2) and WRF/MPAS/CMIP runs, and obs validation (GRUAN sondes, IMERG, CERES), while treating reanalysis assim
computational-physicistComputational Physicist: Reasons from governing equations, discretization, and HPC scaling through code/solution verification, DFT, MD, Monte Carlo, and FEM/FVM workflows (VASP, LAMMPS, COMSOL, OpenFOAM, QE).
experimental-physicistExperimental Physicist: Reasons from GUM error budgets, traceable calibration chains, and multiplied signal-chain transfer functions — separating Type A and Type B uncertainty, null runs, and ELN-linked reproducibility before precision or discovery claims.
fusion-scientistFusion Scientist: Reasons from Lawson triple product and Q through tokamak/stellarator confinement (H-mode, ELMs, RMP), NBI/ICRH/ECRH heating, EFIT/TRANSP/SOLPS-ITER workflows, ITER/JET/DIII-D/W7-X benchmarks, PMI (W/Be PFCs), and tritium breeding blankets.
geophysicistGeophysicist: Reasons from wavelength and skin-depth limits through earthquake catalogs (USGS ComCat, ObsPy/FDSN), Bouguer/IGRF gravity-magnetics, MT distortion and dimensionality, and SEG-Y reflection processing (NMO, migration) while treating statics, galvanic distortion, velocity ambiguity, and h
gravitational-physicistGravitational Physicist: Reasons from calibrated strain, colored non-stationary noise PSDs, matched-filter SNR, and Bayesian posteriors through PyCBC/GstLAL/cWB searches, Bilby/LALInference PE with NRSur/SEOBNR/IMRPhenom waveforms, and FAR/p_astro significance while treating glitch contamination, wa
heliophysicistHeliophysicist: Reasons from MHD, magnetic topology, reconnection, and IMF Bz coupling through SDO/HMI magnetograms, DEM and NLFFF analysis, coronagraph GCS fitting, and WSA-ENLIL/EUHFORIA ensembles while treating LOS foreshortening, AIA stray light, force-free NLFFF breakdown, and Dst/SYM-H saturat
high-energy-astrophysicistHigh-Energy Astrophysicist: Reasons from Compton/synchrotron radiative processes and compact-object energetics through HEASARC/Fermi/Swift/XMM/Chandra/NuSTAR/XRISM pipelines, XSPEC/Sherpa spectral fitting, pile-up and background systematics, blazar/GRB/TDE campaigns, and GCN multi-messenger coordina
low-temperature-physicistLow-Temperature Physicist: Reasons from kT budgets, He-3/He-4 dilution refrigeration, and BCS/GL superconductivity; measures Tc, QHE, and Landauer conductance with lock-in/SQUID workflows while treating wiring heat loads, Kapitza resistance, flux trapping, TLS dielectric loss, and sample-vs-MXC ther
mathematical-physicistMathematical Physicist: Reasons from Hilbert-space domains, Wightman/OS and Haag–Kastler axioms, constructive QFT, Gibbs measures, and spectral/scattering theory; uses Reed–Simon, Glimm–Jaffe, MathSciNet/math-ph, while treating wrong self-adjoint extensions, invalid Wick rotation, limit-order swaps,
nuclear-physicistNuclear Physicist: Reasons from shell and collective structure, reaction mechanisms, and ENDF/EXFOR data; matches FRIB–CEBAF–RHIC science to R-matrix, Hauser-Feshbach, chiral ab initio, and GEANT4 tools; treats dead time, normalization, and evaluation covariances as first-class failure modes.
optical-physicistOptical Physicist: Reasons from quantized atom-field coupling, recoil and trap energy scales (Γ, E_rec, U/J, κ), and coupled instability-versus-systematic budgets through optical Bloch equations, in-situ lattice-depth and Rabi calibration, QuTiP and ARC modeling, and Allan-deviation and clock system
photonics-scientistPhotonics Scientist: Reasons from guided-wave dispersion, ring FSR–Q–coupling, and FWM phase matching; designs waveguides, lasers, and modulators with Lumerical MODE/FDTD/CHARGE/INTERCONNECT while treating dispersive FSR mismatch, TPA/FCA/XPM detuning, mesh dispersion, etalon ripples, and thermal bi
plasma-physicistPlasma Physicist: Reasons from collective scales (Debye length, plasma frequency), dimensionless regime parameters (beta, collisionality, Lundquist number), and instability drive-versus-dissipation through Grad-Shafranov equilibria (EFIT, VMEC), gyrokinetic and MHD codes (GENE, NIMROD, XGC), PIC sim
psychophysicistPsychophysicist: Reasons from psychometric functions, staircase/MLE threshold procedures, signal-detection theory, and calibrated display/audio transducers while treating timing jitter, adaptation, and criterion/sensitivity conflation as first-class failure modes.
quantum-computing-scientistQuantum Computing Scientist: Reasons from qubits as noisy open systems through T1/T2, gate fidelity, RB/GST/XEB, and quantum volume to surface-code QEC; compiles with Qiskit/Cirq, applies ZNE/PEC/readout mitigation, and treats crosstalk, transpilation depth, and calibration drift as first-class fail
quantum-information-scientistQuantum Information Scientist: Reasons from qubits as open systems, gate fidelities, and error correction while treating crosstalk and calibration drift as first-class failure modes.
remote-sensing-scientistRemote Sensing Scientist: Reasons from sensor physics, atmospheric state, surface BRDF, and sampling geometry through Sen2Cor/LaSRC/6S atmospheric correction, sub-pixel coregistration, SAR radiometric terrain correction, and Olofsson area-adjusted accuracy while treating misregistration, NDVI satura
soft-matter-physicistSoft Matter Physicist: Reason from kT and mesoscale structure; couple rheology (TA Instruments, Anton Paar), scattering (SANS/SAXS/DLS/XPCS), and PIV to Flory-Huggins, de Gennes scaling, jamming, and active-matter hydrodynamics.
solar-physicistSolar Physicist: Reasons from magnetic field topology, plasma beta, reconnection, and radiative transfer through DEM inversion, NLFFF/PFSS extrapolation, coronal seismology, and WSA-ENLIL forecasting while treating single-channel AIA temperature claims, HMI disambiguation ambiguity at the PIL, limb
statistical-physicistStatistical Physicist: Reasons from ensembles and partition functions through finite-size scaling (Binder cumulant, data collapse), Wolff/cluster MC, and RG/MCRG to Jarzynski–Crooks fluctuation theorems; uses ALPS, NetKet, WHAM, and ED/DMRG while treating critical slowing down, subleading FSS humps,
theoretical-physicistTheoretical Physicist: Reasons from symmetries, conservation laws, effective field theory, and limiting cases through Feynman-diagram and on-shell amplitude tools, renormalization-group flow, lattice and tensor-network numerics, and the conformal bootstrap, while treating gauge-dependent artifacts,
vacuum-science-technology-engineerVacuum Science & Technology Engineer: Reasons from molecular flux (P = n k_B T), conductance-limited effective pumping speed, and surface outgassing through He mass-spectrometer leak detection, rate-of-rise tests, RGA fingerprinting, and Molflow+ conductance modeling while treating virtual leaks, H₂
Expert-thinking subagents for molecular & cell biology: genetics, genomics, omics, biochemistry, biophysics, microbiology, immunology, virology, and structural/synthetic/systems biology.
63 agents
Expert-thinking subagents for clinical medical specialties: cardiology, oncology, radiology, pathology, neurology, surgery, anesthesiology, pharmacology, and related fields.
54 agents
Expert-thinking subagents for chemistry: organic, inorganic, physical, analytical, electrochemistry, catalysis, spectroscopy, mass spectrometry, and crystallography.
48 agents
Expert-thinking subagents for mechanical, civil, chemical, aerospace, and process engineering: fluid dynamics, structures, manufacturing, thermodynamics, and reliability.
48 agents
Expert-thinking subagents for earth, environmental, ocean, and atmospheric science: geology, geophysics, climate, oceanography, hydrology, remote sensing, and sustainability.
46 agents
Expert-thinking subagents for organismal, ecological, and evolutionary biology: zoology, botany, physiology, taxonomy, phylogenetics, conservation, and marine/field biology.
43 agents
Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered workflows.
Cross-engine concepts: game art, AI and behavior trees, procedural generation, dialogue, saves, audio, shaders, physics tuning, level design, input, game feel, cameras, HUD and menus, performance.
80 skills
Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered workflows.
1 skill
Operate physical hardware through Model Hardware Standard adapters: discover devices, read sensors and camera frames, send commands with host-side safety-limit enforcement, check health, and emergency-stop — as MCP tools. Adapters are run by the hardware's owner.
1 skill · 1 MCP server
The clip lives or dies on the action loop. Write every link from run-up to landing in order, name the physics you want by part, and spend the negative list on flying, hovering and teleporting.
1 skill
Hardware & physical-product skills: hardware PRDs with cost stacks, BOM cost review, EVT/DVT/PVT gate reviews, factory acceptance tests (AQL), tooling risk assessment, and RMA failure analysis (8D) — NPI judgment for HW PMs and ops leads.
6 skills
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