532 projects whose own agent configuration covers scientific. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| steven-jzt/MCM-AI-Assistant An AI assistant system for mathematical modeling competitions based on Claude Code + DeepS | 5 | Claude Code | 6 | 381 tok |
| dungnotnull/arid-region-water-saving-irrigation-agent-skill 🌾💧 Arid-Region Water-Saving Irrigation System Design Engine | Production-grade Claude Co | 5 | Claude Code | 1 | 1,306 tok |
| dungnotnull/black-garlic-fermentation-optimization-agent-skill 🧄 Production-grade multi-agent Claude Skill for black garlic fermentation & functional fo | 5 | Claude Code | 1 | 1,284 tok |
| boettiger-lab/data-workflows Dataset processing workflows for cloud-native geospatial data on NRP Kubernetes | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 12 | 9,216 tok |
| dungnotnull/shan-snow-tea-production-agent-skill 🍃⛰️ Shan Tuyết Ancient-Tree Tea Processing Optimization Engine | Production-grade Claude | 5 | Claude Code | 1 | 1,274 tok |
| hgaddipati1118/slop-index The Slop Index: a benchmark ranking frontier LLMs by how much AI slop their writing contai | 5 | Claude Code, Codex, OpenCode | 2 | 1,981 tok |
| brainets/braina Brain Interaction Analysis | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,362 tok |
| yy6768/tiny-cutlass | 5 | Claude Code, Codex, OpenCode | 3 | 811 tok |
| UI-Research/urbnindicators ui-research.github.io Out of the Box Social Science Indicators from the American Community Survey (ACS) | 5 | Claude Code | 1 | 4,584 tok |
| dungnotnull/black-soldier-fly-waste-processing-agent-skill 🪰 Production-grade multi-agent Claude Skill for Black Soldier Fly (Hermetia illucens) org | 5 | Claude Code | 1 | 1,372 tok |
| dungnotnull/rc-boat-hydrodynamics-design-agent-skill 🚤⚓ RC Boat Hydrodynamics & Naval Architecture Engine | Production-grade Claude Code harne | 5 | Claude Code | 1 | 1,456 tok |
| dungnotnull/ancient-costume-mural-reconstruction-agent-skill 🏛️👘 Ancient Costume & Mural Textile Reconstruction Engine | skill & Python architecture | 5 | Claude Code | 1 | 1,535 tok |
| dungnotnull/custom-water-cooling-loop-design-agent-skill 🖥️💧 Custom PC Liquid Cooling Loop Design Engine | Production-grade Claude Code skill & P | 5 | Claude Code | 1 | 1,265 tok |
| dungnotnull/rare-book-manuscript-conservation-agent-skill 📜🏛️ Rare Book & Manuscript Conservation Science Engine | Production-grade Claude Code ha | 5 | Claude Code | 1 | 1,257 tok |
| dungnotnull/ai-coastal-erosion-monitoring-agent-skill 🌊 Multi-agent AI framework for coastal shoreline risk prediction & storm damage modeling. | 5 | Claude Code | 1 | 1,311 tok |
| dungnotnull/historical-cadastral-map-restoration-agent-skill 🗺️📜 Historical Cadastral Map Restoration & GIS Digitization Engine | Production-grade Cl | 5 | Claude Code | 1 | 1,311 tok |
| dungnotnull/ocean-plastic-satellite-detection-agent-skill 🌊🛰️ Ocean Plastic Hyperspectral Satellite Detection & Recovery Routing Engine | Producti | 5 | Claude Code | 1 | 1,341 tok |
| dungnotnull/biosafety-lab-risk-assessment-agent-skill ☣️🔬 Microbiology Laboratory Biosafety & Risk Assessment Engine | Production-grade Claude | 5 | Claude Code | 1 | 1,497 tok |
| dungnotnull/used-cooking-oil-biodiesel-agent-skill 🛢️ Multi-agent AI framework for waste grease collection supply chains & renewable diesel | 5 | Claude Code | 1 | 1,285 tok |
| dungnotnull/iot-satellite-forest-fire-early-warning-agent-skill 🔥 Multi-agent AI framework for automated forest fire detection & disaster alert dispatch. | 5 | Claude Code | 1 | 2,708 tok |
| dungnotnull/Mycology-Mushroom-Cultivation-Advisor-agent-skill 🍄 Research-backed mushroom cultivation advisor covering saprophytic fungal biology, medic | 5 | Claude Code | 1 | 698 tok |
| dungnotnull/standalone-solar-deep-station-agent-skill ☀️ Production-grade multi-agent Claude Skill for off-grid solar power design in remote dee | 5 | Claude Code | 1 | 1,275 tok |
| dungnotnull/greywater-recycling-constructed-wetland-agent-skill 🌾💧 Greywater Treatment & Constructed Wetland Design Engine | Production-grade ecological | 5 | Claude Code | 1 | 1,355 tok |
| dungnotnull/home-spirulina-farming-system-agent-skill 🌿 Claude Code harness for home microalgae & spirulina farming systems. Covers DIY raceway | 5 | Claude Code | 1 | 1,311 tok |
| dungnotnull/export-pharma-packaging-compliance-agent-skill 💊 Production-grade multi-agent Claude Skill for pharmaceutical export packaging complianc | 5 | Claude Code | 1 | 1,270 tok |
| dungnotnull/pet-hospice-end-of-life-care-agent-skill 🐾 Senior & End-of-Life Pet Hospice Care Engine | Production-grade veterinary palliative c | 5 | Claude Code | 1 | 1,368 tok |
| dungnotnull/workshop-air-pollution-monitoring-agent-skill 🏭 Production-grade multi-agent Claude Skill for workshop indoor air quality & safety moni | 5 | Claude Code | 1 | 1,679 tok |
| dungnotnull/building-rainwater-harvesting-agent-skill 🌧️ Production-grade multi-agent Claude Skill for building rainwater harvesting & water re | 5 | Claude Code | 1 | 1,285 tok |
| dungnotnull/urban-noise-tree-barrier-planning-agent-skill 🌳 Multi-agent AI framework for urban green infrastructure & acoustic barrier engineering. | 5 | Claude Code | 1 | 1,659 tok |
| dungnotnull/small-datacenter-airflow-thermal-optimization-agent-skill 🌡️❄️ Small Data Center Airflow & Thermal Engineering Engine | Production-grade Claude Cod | 5 | Claude Code | 1 | 1,814 tok |
| dungnotnull/water-rescue-drone-design-agent-skill 🚁🌊 Water-Rescue Drone Design & Testing Engine | Production-grade Claude Code skill & Pyt | 5 | Claude Code | 1 | 1,333 tok |
| chayuto/ws-ESP32-S3-CAM Firmware + tooling workspace for the Waveshare ESP32-S3-CAM-GC2145 (ESP32-S3 + GC2145 came | 5 | Claude Code | 10 | 3,559 tok |
| kratsg/rucio-mcp rucio-mcp.readthedocs.io MCP Server for Rucio Clients | 5 | Claude Code | 1 | 6,726 tok |
| broadinstitute/fiss-mcp MCP server for Terra | 5 | Claude Code | 1 | 5,470 tok |
| BoundaryML/baml-skills-demo How to integrate SKILLS.md into a BAML agent | 5 | Claude Code, Codex | 2 | — |
| offtrailstudio/speak-for-the-trees-mcp MCP server for investigating ecosystem health using public environmental data | 5 | Claude Code | 1 | 204 tok |
| Tokeii0/memprocfs-skill MemProcFS Agent Skill | 5 | Claude Code | 1 | — |
| sanshanjianke/scicompute-mcp MCP server for scientific computing with Mathematica, SageMath, Octave, R, and Python..... | 5 | Claude Code | 1 | 246 tok |
| dungnotnull/household-geothermal-heating-agent-skill ♨️🏡 Household Geothermal Heating System Design & Operation Engine | Bulletproof Claude Co | 5 | Claude Code | 1 | 1,255 tok |
| dungnotnull/handmade-paper-agro-waste-agent-skill 🌾 Production-grade multi-agent Claude Skill for handmade paper production from agricultur | 5 | Claude Code | 1 | 1,265 tok |
| dungnotnull/smart-city-ewaste-recycling-agent-skill ♻️🏙️ Smart City E-Waste Management & Recycling Engine | Production-grade Claude Code skil | 5 | Claude Code | 1 | 1,268 tok |
| dungnotnull/mountain-landslide-early-warning-agent-skill ⛰️🚨 Mountain Landslide Early-Warning & Geotechnical Risk Advisor | Production-grade Claud | 5 | Claude Code | 1 | 1,405 tok |
| dungnotnull/mangrove-forest-ai-conservation-agent-skill 🌊🌿 AI Mangrove Forest Monitoring & Conservation Engine | Production-grade Claude Code sk | 5 | Claude Code | 1 | 1,284 tok |
| dungnotnull/portable-emergency-water-filter-agent-skill 💧 Production-grade multi-agent Claude Skill for portable emergency water treatment engine | 5 | Claude Code | 1 | 1,747 tok |
| dungnotnull/fog-water-harvester-design-agent-skill 🌫️ Production-grade multi-agent Claude Skill for fog-water harvester design in arid highl | 5 | Claude Code | 1 | 1,202 tok |
| dungnotnull/industrial-waste-heat-recovery-agent-skill 🏭 Production-grade multi-agent Claude Skill for industrial waste-heat recovery & energy e | 5 | Claude Code | 1 | 1,281 tok |
| dungnotnull/sludge-to-organic-fertilizer-agent-skill 💩 Production-grade multi-agent Claude Skill for sewage sludge-to-organic fertilizer optim | 5 | Claude Code | 1 | 1,307 tok |
| dungnotnull/red-tide-algal-bloom-monitoring-agent-skill 🌊 Production-grade multi-agent Claude Skill for Harmful Algal Bloom (HAB) & Red Tide earl | 5 | Claude Code | 1 | 1,357 tok |
| dungnotnull/organic-honey-forest-beekeeping-agent-skill 🐝 Production-grade multi-agent Claude Skill for organic forest beekeeping & pollinator ec | 5 | Claude Code | 1 | 1,591 tok |
| dungnotnull/lead-free-heat-resistant-ceramics-agent-skill 🏺 Production-grade multi-agent Claude Skill for lead-free, heat-resistant ceramic glaze & | 5 | Claude Code | 1 | 1,303 tok |