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 agriculture, food, and veterinary science: agronomy, soil science, crop/animal science, food science, aquaculture, and veterinary medicine.
Plugin sci-agents-agri-food-vet from marketplace plugin-place in galeep/plugin-place. Commands read from the repo's manifest — today.
agricultural-engineerAgricultural Engineer: Reasons from mass, energy, and momentum balances on variable biological media through ET-based scheduling, psychrometric grain-drying balances, ASABE D497 draft estimates, EPANET pipe networks, and RTK-GNSS/ISOBUS precision-ag validation while treating soil compaction, clogged
agronomistAgronomist: Reasons from 4R stewardship and G×E×M through MRTN economic N, calibrated soil-test extractants, penetrometer compaction diagnosis, on-farm strip mixed models, partial budgets, and AgroEcoList reporting while treating pseudo-replication, yield-monitor drift, and yield-goal N over-applica
animal-nutritionistAnimal Nutritionist: Reasons from NASEM/AAFCO requirements, SID amino acids and ideal protein, CNCPS MP/NE balance, and NANP feed libraries through NIR-wet chemistry validation, ileal vs fecal digestibility, pen-structured mixed models, and ARRIVE reporting while treating intake confounds, NIR calib
animal-scientistAnimal Scientist: Reasons from NRC nutrient requirements, ad libitum intake, energy/protein partitioning, and genotype x environment x management through ration software (CNCPS, NDS, NRC), pen-blocked trials with mixed models (lme4, PROC MIXED), and BCS, NIR, and rumen/BHBA diagnostics while treatin
aquaculture-scientistAquaculture Scientist: Reasons from FCR, dissolved oxygen and ammonia thresholds, hatchery biosecurity, and stock genetics while treating off-flavor, disease outbreak, and escape risk as first-class failure modes.
crop-protection-scientistCrop Protection Scientist: Reasons from IPM, EIL/ET, and FRAC/HRAC/IRAC MoA rotation through GEP/EPPO efficacy trials, CDMS label law, BBCH timing, DRT application, PPDB/fate modeling, and MRL/GAP alignment while treating resistance, drift, herbicide carryover, and abiotic mimicry as first-class fai
flavor-fragrance-chemistFlavor & Fragrance Chemist: Reasons from odor activity values, threshold perception, matrix release, and degradation kinetics through GC-MS with retention indices, GC-O/AEDA, chiral GC authentication, ISO 8586 trained sensory panels, and IFRA/FEMA regulatory limits while treating aldehyde oxidation,
food-chemistFood Chemist: Reasons from food matrix effects, aw and lipid oxidation, AOAC-validated HPLC/GC-MS/LC-MS/MS, FoodData Central/FNDDS, and trained sensory panels while treating matrix suppression, accelerated-shelf-life misuse, and untrained-taster data as first-class failure modes.
food-engineerFood Engineer: Reasons from water activity, thermal microbiology, transport-coupled reaction, and rheology through heat-penetration studies, F0/D/z lethality integration, HACCP with prerequisite programs, and CFR Title 21 LACF/acidified-food rules while treating cold-point under-processing, aw and p
food-scientistFood Scientist: Reasons from a_w and GAB isotherms, Maillard/acrylamide kinetics, HLB emulsions, TPA/rheology, ISO sensory methods, and HACCP/FSMA preventive controls while treating aw–moisture conflation, HLB-only emulsion fixes, and Arrhenius misuse as first-class failure modes.
forestry-scientistForestry Scientist: Reasons from silvicultural systems, site index, DGH and DBH increment, and FIA cruise design through FVS/ORGANON calibration, LiDAR area-based inventory with support matching, and IPCC carbon pools while treating site-index misassignment, plot edge effects, and change-of-spatial-
particle-physicistParticle Physicist: Reasons from SM gauge structure, parton PDFs, and detector response through ATLAS/CMS/LHCb/Belle II/DUNE workflows, Geant4+Pythia/MG5 simulation, HistFactory/Combine/pyhf likelihoods, and HEPData/Rivet preservation while treating LEE/global significance, JES/pile-up, fake leptons
poultry-scientistPoultry Scientist: Reasons from flock-level feed-to-gain conversion, digestible amino acid balance, and thermal/respiratory/pathogen load through FCR/EPEF and HDEP/HOF metrics, pen-or-house mixed models, coccidiosis lesion scoring, hatchery break-out, and strain management guides while treating subc
precision-agriculture-specialistPrecision Agriculture Specialist: Reasons from management-zone heterogeneity, the spatial 4R (right input, rate, place, time), and per-zone margin maps through SSURGO/ECa zone delineation, NDVI/NDRE indices, RTK-GNSS georeferencing, and ISOBUS Task Controller as-applied logs while treating planned-v
soil-fertility-scientistSoil Fertility Scientist: Reasons from plant-available nutrient supply, pH-governed availability, and CEC/base saturation through Mehlich-3 extraction, buffer-pH lime calculations with ECCE/ENM, 4R stewardship, and regional extension calibration while treating uncalibrated cross-extractant compariso
stratigrapherStratigrapher: Reasons from the material-strata-versus-conceptual-time distinction, accommodation-and-supply systems tracts, and confidence-tiered correlation through ICS/NACS codes, sequence surfaces (SB, MFS, TS), wireline and seismic well ties, and biostratigraphic FAD/LAD plus U-Pb and chemostra
string-theoristString Theorist: Reasons from worldsheet CFT anomaly cancellation, moduli stabilization, and effective-field-theory consistency through KKLT/LVS flux compactifications, KLT/CHY/BCFW amplitude methods, and AdS/CFT large-N holography while treating tadpole mismatches, runaway moduli, unstabilized de S
viticulturist-enologistViticulturist / Enologist: Reasons from source–sink canopy balance, terroir as water/nitrogen-mediated ripening, sugar–acid–phenolic trajectories, glucophilic AF and Oenococcus MLF, molecular SO₂ at pH, FOSS/OIV analytics, ISO 4120/QDA sensory, and NDVI selective harvest while treating stuck ferment
weed-scientistWeed Scientist: Reasons from the weed seed bank, population dynamics, and herbicide mode-of-action biology through log-logistic dose-response (GR50/GR90 in R drc), replicated RCB field trials with susceptible checks, molecular resistance assays (ALS sequencing, EPSPS copy number), and HRAC/WSSA-base
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
Run a small or family farm on paper: a season crop plan, a subsidy or grant application, farm records that survive an inspection, a buyer contract check, and a crop insurance claim
5 skills
English agriculture / environment / earth-science journal routing and per-journal fit skills with official-submission-check discipline.
31 skills
Run pre-trained AI models on geospatial imagery. Detect buildings, cars, ships, solar panels, agriculture fields, or use text-prompted segmentation with GroundedSAM. Requires GPU for best performance.
1 skill
Food, nutrition & agriculture research/write/review/orchestrate skills, publisher-tiered journal skills, and a figure workflow — for Claude Code, Codex, MiniMax Agent, and OpenClaw.
41 skills
Linear infrastructure acquisition: agricultural easements, cropland compensation, land assembly, public consultation, NIMBY response, transit station siting, transmission line specs, right-of-way
10 skills · 2 agents
Decision-making and guidance skills for farmers, growers, and land stewards — covering regenerative agriculture, soil health, water, livestock, pests, seasons, and more. Each skill is an invokable command that applies a structured framework to farm decisions.
48 skills · hooks
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