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Physical and earth sciences
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Discovers and evaluates scientific datasets, models, methodology posts, and Spaces through the Hugging Science catalog. | K-Dense-AI/ | 48k | 1 repo | ~2.9k | Automated safety check: Notes | MIT | 5 days ago |
| 50 | 50.Tamarind Provides access to a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP server — no local GPUs required. | K-Dense-AI/ | 48k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | 5 days ago |
| 51 | 51.Gromacs A skill your agent uses when working on biomolecular molecular dynamics with GROMACS, including system setup, equilibration, production runs, trajectory analysis, or MM/PBSA-style post-processing. | ZimoLiao/ | 577 | — | ~848 | Automated safety check: Pass | MIT | 15 days ago |
| 52 | Create and modify physics simulations using the Elodin Python SDK. | elodin-sys/ | 547 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 53 | Generate auditable candidate crystal structures with the project's pinned MatterGen runtime, including request construction, model/conditioning selection, GPU-cost bounds, workspace-safe output… | Tai609/ | 100 | — | ~1.9k | Automated safety check: Pass | Unknown | 1 mo ago |
| 54 | Parse, navigate, and query materials science ontology structure (classes, properties, hierarchy). | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Notes | No licence | 2 mo ago |
| 55 | 55.Xtb Prepare and explain xTB semiempirical quantum-chemistry workflows for single-point energy, forces, charges, dipole, geometry optimization, and molecular dynamics. | jinzhezenggroup/ | 148 | — | ~1.2k | Automated safety check: Pass | LGPL-3.0-or-later | yesterday |
| 56 | Define and prioritize features with strategic traceability during PRD v0.3 Commercial Model. | mattgierhart/ | 180 | — | ~2.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 57 | 57.Chem DB Qmof Query the Quantum MOF (QMOF) database via Materials Project's MPContribs platform for DFT-computed properties (bandgap) and optimized crystal structures of Metal-Organic Frameworks. | learningmatter-mit/ | 176 | — | ~670 | Automated safety check: Pass | MIT | 3 days ago |
| 58 | Runs and analyzes molecular dynamics simulations with OpenMM and MDAnalysis. | K-Dense-AI/ | 48k | 1 repo | ~4.7k | Automated safety check: Pass | MIT | 5 days ago |
| 59 | Map materials science terms, crystal structures, and sample descriptions to ontology classes and properties. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.9k | Automated safety check: Notes | No licence | 2 mo ago |
| 60 | Assess competitor defensibility and define our own moat strategy during PRD v0.3 Commercial Model. | mattgierhart/ | 180 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 61 | Generate atmospheric sound-design / SFX (NOT speech, NOT the front-of-blog BGM) via OpenRouter using Google Lyria 3 Pro. | QinghongLin/ | 155 | — | ~618 | Automated safety check: Pass | MIT | 3 mo ago |
| 62 | 62.Aurora UI Web and App implementation guide for Aurora UI. An agent skill from sickn33/agentic-awesome-skills. | sickn33/ | 47k | 1 repo | ~2.6k | Automated safety check: Pass | MIT | yesterday |
| 63 | Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains | Cai-aa/ | 1k | 1 repo | ~1.4k | Automated safety check: Notes | MIT | 10 days ago |
| 64 | Create or redesign SaaS and AI product landing pages where a real workflow, interface, or deterministic demo is the central proof. | boraoztunc/ | 398 | 2 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 65 | 65.Geomaster Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. | agent-skills-hub/ | 112 | 1 repo | ~5.2k | Automated safety check: Pass | MIT | 8 days ago |
| 66 | 66.Weatherkit Fetch WeatherKit current, minute, hourly, and daily forecasts; weather alerts; iOS 18+ changes, historical comparisons, summaries, and statistics; and required Apple Weather attribution. | dpearson2699/ | 1.2k | — | ~3.5k | Automated safety check: Pass | Unknown | 2 mo ago |
| 67 | Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. | LeonChaoX/ | 944 | 2 repos | ~3.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 68 | Manage ownership, retention, and cleanup of downloaded weather data across one-shot jobs, interactive viewers, caches, failures, and cancellation. | sickn33/ | 47k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 69 | Record and verify provenance manifests for weather-data inputs and derived artifacts, including object identity, selections, software versions, transformations, and hashes. | sickn33/ | 47k | 1 repo | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 70 | Diagnose slow weather-data workflows by measuring discovery, transfer, parsing, scientific processing, and rendering separately before changing code. | sickn33/ | 47k | 1 repo | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 71 | 71.Fenics Fem A skill your agent uses to solve PDEs with the finite element method using FEniCS/dolfinx: weak form formulation, mesh generation with gmsh, Poisson/elasticity problems, boundary conditions, and… | Cai-aa/ | 1k | — | ~4.8k | Automated safety check: Pass | MIT | 10 days ago |
| 72 | Evidence-first LAMMPS molecular-dynamics workflow for input decks, potentials, minimization, equilibration, deformation, thermo logs, trajectories, restart/data files, stress-strain extraction, and… | Cai-aa/ | 1k | — | ~476 | Automated safety check: Pass | MIT | 10 days ago |
| 73 | Evidence-first OVITO atomistic postprocessing for LAMMPS trajectories and other particle data, including pipeline construction, modifiers, coloring, clipping, camera setup, images, animations… | Cai-aa/ | 1k | — | ~468 | Automated safety check: Pass | MIT | 10 days ago |
| 74 | Provide real-time weather forecasts for any city worldwide. An agent skill from MagicCube/agentara. | MagicCube/ | 516 | — | ~594 | Automated safety check: Pass | No licence | 5 mo ago |
| 75 | 75.Openfoam A skill your agent uses when working on CFD cases with OpenFOAM, including solver selection, dictionary setup, mesh workflows, turbulence models, or flow and heat-transfer verification. | ZimoLiao/ | 577 | — | ~1.3k | Automated safety check: Notes | MIT | 15 days ago |
| 76 | Predict CRISPR off-target sites using Cas-OFFinder and CFD scoring algorithms. | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Pass | No licence | 2 mo ago |
| 77 | 77.Abaqus Master skill for Abaqus FEA scripting. An agent skill from Cai-aa/CAE-Agent-Hub. | Cai-aa/ | 1k | — | ~1.5k | Automated safety check: Pass | MIT | 10 days ago |
| 78 | 78.Abaqus Mesh Generate finite element meshes. An agent skill from Cai-aa/CAE-Agent-Hub. | Cai-aa/ | 1k | — | ~1.2k | Automated safety check: Pass | MIT | 10 days ago |
| 79 | 79.Antechamber A command-line tool in AmberTools for preparing small molecules or non-standard residues within GAFF/AMBER-compatible chemical space for molecular mechanics simulations, by automating atom/bond… | jinzhezenggroup/ | 148 | — | ~3.2k | Automated safety check: Pass | LGPL-3.0-or-later | yesterday |
| 80 | Bridge CAD, Mesh, and 3DGS representations via the SLAT unified encode-decode framework. | jaccen/ | 161 | — | ~5.8k | Automated safety check: Pass | Apache-2.0 | today |
| 81 | Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. | mattgierhart/ | 180 | — | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 82 | Establish channels and processes for capturing and processing post-launch feedback during PRD v0.9 Go-to-Market. | mattgierhart/ | 180 | — | ~3.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 83 | 83.Materials Materials Project lookup and structure analysis (pymatgen, ASE) | lamm-mit/ | 246 | — | ~444 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 84 | Prepares a deposited or predicted structure for docking, molecular dynamics, or electrostatics by adding hydrogens, assigning protonation and tautomer states, and filling missing atoms and short… | GPTomics/ | 1.2k | 1 repo | ~4.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 85 | Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, datapipe, or example for a SciML/AI4Science task (surrogates, forecasting, downscaling, physics-informed, inverse… | NVIDIA/ | 3.6k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 86 | A skill your agent uses when the user wants to generate or edit images with Google's Nanobanana/Gemini image models using the official Gemini API shape, or when they need publication-style… | LeoYeAI/ | 2.2k | — | ~4.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 87 | Discovers a periodic signal of UNKNOWN period in time-series omics data and puts a defensible significance on it, especially when sampling is IRREGULAR (dropped timepoints, pooled harvests) so… | GPTomics/ | 1.2k | 1 repo | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 88 | Run OWID's monthly climate data update. An agent skill from owid/etl. | owid/ | 159 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 89 | Update OWID's GWIS weekly wildfires data (climate//weeklywildfires) on its own, outside the monthly climate batch. | owid/ | 159 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 90 | Hyperlocal weather data - precipitation, temperature, wind, soil moisture and more | gooseworks-ai/ | 1.2k | 1 repo | ~3.8k | Automated safety check: Pass | MIT | yesterday |
| 91 | Build customer case studies as marketing and chasm-crossing reference assets during PRD v1.0 Market Adoption. | mattgierhart/ | 180 | — | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 92 | Establish weekly customer-discovery cadence and Opportunity Solution Tree practice using Teresa Torres's Continuous Discovery Habits framework during PRD v1.0 Market Adoption. | mattgierhart/ | 180 | — | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 93 | Apply Rob Fitzpatrick's Mom Test discipline to customer interviews during PRD v1.0 Market Adoption. | mattgierhart/ | 180 | — | ~2.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 94 | Systematically harvest short testimonials from customers via NPS, milestones, post-purchase, and email during PRD v1.0 Market Adoption. | mattgierhart/ | 180 | — | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 95 | Work with hyperspectral and multispectral images in MATLAB. An agent skill from matlab/matlab-agentic-toolkit. | matlab/ | 1.1k | — | ~3.7k | Automated safety check: Pass | Unknown | 2 days ago |
| 96 | Run LAMMPS molecular dynamics with DeePMD-kit machine learning potentials. | Hello-QM/ | 205 | — | ~1k | Automated safety check: Pass | AGPL-3.0 | 18 days ago |
