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SkillsMP a collecté 580 skills depuis stanfish06/my-skills. Ouvrez un skill pour examiner sa source et ses détails.
stanfish06/my-skillsAffichage de 40 skills collectés sur 580.
Expert-thinking profile for Radio Astronomer (interferometry / uv-plane imaging / spectral-line & polarization / time-domain (pulsars, FRBs)): Expert profile for radio astronomer — see AGENTS.md for field-specific methods and failure modes.
Langue du texte source : anglais
Expert-thinking profile for Radiochemist (tracer synthesis / radiopharmaceutical QC / cyclotron-generator production / dosimetry / GMP release (USP <823>, FDA 21 CFR 212)): Reasons from radionuclide half-life, specific activity, radiochemical purity, and…
Langue du texte source : anglais
Expert-thinking profile for Radiologist (clinical / diagnostic imaging interpretation): Reasons from modality–question fit, contrast kinetics, and ACR Appropriateness Criteria (1–9); applies BI-RADS, LI-RADS, PI-RADS, and Lung-RADS with…
Langue du texte source : anglais
Expert-thinking profile for Reaction Engineering Specialist (kinetics / reactor design / catalysis / RTD & calorimetry / thermal-hazard & scale-up): Reasons from rate laws, stoichiometry, residence-time distributions, and coupled heat-rate balances through…
Langue du texte source : anglais
Expert-thinking profile for Regenerative Medicine Scientist (wet-lab / translational CGT, tissue engineering & ATMP CMC): Reasons from potency assurance, 361 vs 351/ATMP pathways, USP <1043> ancillary tiers, G-Rex/closed CAR-T manufacture, MSC matrix potency,…
Langue du texte source : anglais
Expert-thinking profile for Regulatory Affairs Scientist (regulatory / drug & biologic development (IND–MAA)): Reasons from CTD/eCTD Modules 1–5 traceability, FDA Type B/EOP and EMA PRIME/scientific-advice strategy, ICH Q8–Q12 lifecycle CMC, and expedited…
Langue du texte source : anglais
Expert-thinking profile for Rehabilitation Scientist (clinical / biomechanics lab / implementation-science rehabilitation research): Reasons from ICF/disablement models, COSMIN MCID/MDC triangulation, TIDieR-Rehab/CONSORT 2025 trial design, gait lab and…
Langue du texte source : anglais
Expert-thinking profile for Reinforcement Learning Researcher (computational / deep RL & sim-to-real): Reasons from MDP/POMDP and Bellman operators through DQN/PPO/SAC/TD3, MuJoCo/Atari/Procgen/Brax benchmarks, offline RL (CQL/IQL), reward-hacking…
Langue du texte source : anglais
Expert-thinking profile for Reliability Engineer (physics-of-failure / accelerated life testing (HALT/HASS/ALT) / Weibull & censored field analytics / RCM-FMECA / functional safety (ISO...): Reasons from failure mechanisms, time-to-failure distributions,…
Langue du texte source : anglais
Expert-thinking profile for Remote Sensing Scientist (Earth observation / optical-SAR- LiDAR / atmospheric & geometric correction / change detection / Olofsson validation): Reasons from sensor physics, atmospheric state, surface BRDF, and sampling geometry…
Langue du texte source : anglais
Expert-thinking profile for Renewable Energy Scientist (field measurement / techno- economic modeling / grid-integrated renewables): Reasons from resource-to-energy conversion, P50/P90 yield risk, LCOE/LCA boundaries, IEC monitoring, and grid constraints…
Langue du texte source : anglais
Expert-thinking profile for Reproductive Biologist (clinical / research): Reasons from the HPG axis, gametogenesis, embryo development, and endometrial receptivity through WHO 6th semen analysis, LC-MS/MS hormone assays, EmbryoScope morphokinetics, PGT-A, and…
Langue du texte source : anglais
Expert-thinking profile for Research Software Engineer (computational / research software engineering / HPC): Reasons from Software Carpentry and FAIR4RS through SemVer releases, CITATION.cff/SPDX metadata, pytest/Hypothesis CI gates, Docker/Apptainer on…
Langue du texte source : anglais
Expert-thinking profile for Restoration Ecologist (field / reference-ecosystem planning / native planting & monitoring): Reasons from SER International Standards (reference models, six ecosystem attributes, five-star recovery, restorative continuum),…
Langue du texte source : anglais
Expert-thinking profile for RF / Microwave Engineer (RF/microwave circuit design / S-parameter & EM simulation / VNA bench validation / regulatory masks (FCC, ETSI, 3GPP)): Reasons from power-wave S-parameters, Friis noise-figure cascades, and Rollett/mu…
Langue du texte source : anglais
Expert-thinking profile for RNA Biologist (mixed molecular RNA biology (wet-lab assay design) and computational transcriptomics): Reasons like a senior RNA biologist across transcription and nascent assays, splicing, m6A, CLIP/eCLIP, RNA-seq, ribosome…
Langue du texte source : anglais
Expert-thinking profile for Robotics Engineer (hardware-software integration / manipulation, navigation & perception): Reasons from DH/PoE kinematics, Jacobian singularities, and computed-torque/impedance control through ROS 2, MoveIt/OMPL, Nav2/SLAM/AMCL,…
Langue du texte source : anglais
Expert-thinking profile for Robotics Scientist (hardware validation / kinematics & dynamics / planning & control (MPC, WBC) / SLAM & perception / sim-to-real / safety (ISO 10218, ISO/TS...): Reasons from the closed sensor-to-actuator loop, kinematic…
Langue du texte source : anglais
Expert-thinking profile for Sedimentologist (field logging / facies analysis / granulometry & petrography / core-log-seismic integration / reservoir quality): Reasons from grain-scale hydraulics, facies associations, and base-level accommodation through…
Langue du texte source : anglais
Expert-thinking profile for Seismologist (observational / computational / operational seismology): Reasons from elastic wave theory and Earth models through detection, HypoDD/iLoc location, moment tensors, ambient-noise and receiver-function imaging,…
Langue du texte source : anglais
Expert-thinking profile for Semiconductor Device Engineer (device characterization / TCAD-to-silicon calibration / compact modeling (BSIM-CMG) / wafer-level reliability (NBTI/HCI/TDDB) / FinFET-GAA): Reasons from electrostatics, capacitance-current MOSFET…
Langue du texte source : anglais
Expert-thinking profile for Semiconductor Materials Scientist (bulk & epitaxial growth / defect & transport characterization): Reasons from band structure, defect energetics, and process–structure–property links; grows and characterizes bulk and epitaxial…
Langue du texte source : anglais
Expert-thinking profile for Semiconductor Physicist (theory / transport & defect spectroscopy / heterostructures): Reasons from ε_n(k), effective-mass tensor, and 2D subband DOS through Hall/multiband fits, mobility scattering analysis, Lang DLTS (E_T, σ,…
Langue du texte source : anglais
Expert-thinking profile for Sensor Engineer (MEMS / optical / instrumentation design and characterization): Reasons from transduction physics and error budgets through MEMS IMU Allan variance (ARW, bias instability, rate random walk), six-position and…
Langue du texte source : anglais
Expert-thinking profile for Separation Processes Engineer (process simulation / pilot plant / plant troubleshooting): Reasons from VLE/LLE thermodynamics, FUG shortcuts, and NRTL/PR property packages through Aspen RadFrac, CGCC/pinch integration, membrane…
Langue du texte source : anglais
Expert-thinking profile for Signal Processing Engineer (DSP algorithm design / detection & estimation / spectral analysis / multirate & adaptive filtering / fixed- point bit-true sign-off): Reasons from the sampling theorem, LTI system functions H(z), and…
Langue du texte source : anglais
Expert-thinking profile for Single-Cell Biologist (wet-lab / computational single-cell genomics): Reasons from assay chemistry, sample-level replication, cell-state manifolds, and metadata provenance; treats ambient RNA, doublets, dissociation stress, batch,…
Langue du texte source : anglais
Expert-thinking profile for Sleep Scientist (clinical / polysomnography / circadian & sleep physiology research): Reasons from Borbély Process S/C homeostatic–circadian integration, AASM v3 PSG scoring (1A/1B hypopnea rules), DLMO/forced desynchrony phase…
Langue du texte source : anglais
Expert-thinking profile for Soft Matter Physicist (experimental / computational / condensed matter): Reason from kT and mesoscale structure; couple rheology (TA Instruments, Anton Paar), scattering (SANS/SAXS/DLS/XPCS), and PIV to Flory-Huggins, de Gennes…
Langue du texte source : anglais
Expert-thinking profile for Soil Ecologist (field / lab biogeochemistry / molecular soil ecology): Reasons from soil food webs (nematode EI/SI/CI), PLFA phenotypes, amoA/nirK/nifH qPCR, and 16S/ITS/metagenomics through gross 15N pool dilution and C/N priming…
Langue du texte source : anglais
Expert-thinking profile for Soil Fertility Scientist (soil testing / nutrient management / 4R stewardship / liming & pH / precision-ag VRT): Reasons from plant- available nutrient supply, pH-governed availability, and CEC/base saturation through Mehlich-3…
Langue du texte source : anglais
Expert-thinking profile for Soil Scientist (pedology / soil physics & chemistry / classification (USDA Taxonomy, WRB) / land evaluation): Reasons from CLORPT genetic horizonation, matric-potential water flow, and colloid exchange chemistry through Munsell…
Langue du texte source : anglais
Expert-thinking profile for Solar Physicist (heliophysics / MHD / multi-wavelength remote sensing / space weather (SDO, PSP)): Reasons from magnetic field topology, plasma beta, reconnection, and radiative transfer through DEM inversion, NLFFF/PFSS…
Langue du texte source : anglais
Expert-thinking profile for Space Weather Scientist (observational / computational / operational heliophysics): Reasons from Dungey coupling and prolonged southward Bz through ICME vs. CIR/SIR drivers; uses OMNI/CDAWeb, L1 RTSW, WSA-Enlil, CCMC/CAMEL…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais