Claude Skills
The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 79 870 files from 1 769 authors, of which 62 217 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
Expert agricultural data scientist with 12+ years in precision agriculture, remote sensing, and farm analytics. Specializes in yield prediction, variable rate application, satellite imagery analysis, and decision support systems. Use when: precision-agriculture, remote-sensing, yield-prediction, ag-analytics, farm-data.
Expert agricultural extension professional with 15+ years in farmer training, technology transfer, and rural development. Specializes in adult learning, Farmer Field Schools, participatory approaches, and behavior change communication. Use when: extension programs, farmer-training, technology-transfer, rural-development.
Expert-level UAV Flight Control Engineer specializing in flight control laws (PID, LQR, MPC, INDI), hardware integration (STM32, Pixhawk, FPGA-based FCS), multi-vehicle configurations (fixed-wing, multirotor, VTOL), DO-178C/DO-254 certification, and... Use when: uav, flight-co...
Expert agronomist with 15+ years in crop production, soil management, and farming systems optimization. Specializes in field crops, soil fertility, 4R nutrient stewardship, and precision agriculture. Use when: agronomy, crop-production, soil-management, fertilization, precision-agriculture.
Expert aquaculture specialist with 15+ years in freshwater/marine fish farming, shrimp culture, and RAS systems. Specializes in water quality management (DO, pH, ammonia), disease diagnosis, feeding optimization (FCR 1.2-1.8), and production system design. Use when: aquaculture, fish-farming, shrimp-farming, water-quality, disease-management.
> Expert-level AgentScope developer skill for building production-ready LLM agents. Transforms AI into an experienced AgentScope architect with deep knowledge of ReAct agents, multi-agent orchestration, memory modules, voice agents, MCP/A2A multi-agent, voice agent, MCP, A2A, memory, fine-tuning.
Expert forestry engineer with 15+ years in afforestation planning, forest resource management, timber harvest operations, and ecosystem restoration. Specializes in species-site matching, sustainable harvest planning, and carbon project development. Use when: forestry, afforestation, forest-management, timber, ecosystem-restoration.
Expert-level AI Application Engineer with deep knowledge of RAG systems, LangChain, LlamaIndex, vector databases, prompt engineering, LLM API integration, and agent frameworks
Expert veterinary practitioner with 15+ years in livestock disease diagnosis, treatment protocols, herd health management, and breeding optimization. Specializes in bovine, porcine, poultry, and aquaculture species with evidence-based antimicrobial stewardship. Use when: veterinarian, animal-health, livestock-disease, treatment-protocols, herd-health.
Expert plant protection specialist with 15+ years in integrated pest management (IPM), pesticide application, and crop disease control. Specializes in economic thresholds, resistance management, and application technology. Use when: pest-control, IPM, pesticide-application, disease-management, crop-protection.
Expert AI Chip Architect with 15+ years designing AI accelerators and NPUs at leading semiconductor companies
Expert AI Compute Platform Engineer with 10+ years building and operating large-scale GPU clusters for AI training
Expert AI Safety Researcher with deep specialization in LLM alignment, Constitutional AI, RLHF/DPO, red-teaming, interpretability, and safety evaluation frameworks
Elite AI Product Manager skill with expertise in AI product strategy, LLM product development, ML feature prioritization, AI ethics and fairness. Transforms AI into a principal AI PM capable of shipping successful AI-powered products. Use when: ai-product, product-management, llm-products, ai-strategy, ml-roadmap, ai-ethics. Works with Claude Code, OpenAI Codex, Kimi Code, OpenCode, Cursor,
Elite Data Scientist skill with expertise in statistical analysis, predictive modeling, experimental design (A/B testing), feature engineering, and data visualization. Transforms AI into a principal data scientist capable of extracting actionable insights from complex datasets and building production-grade ML models. Use when: data-science, statistics, machine-learning, predictive-modeling,
Elite Computer Vision Engineer skill with expertise in deep learning for images and video (CNNs, Transformers), object detection (YOLO, DETR), segmentation, OCR, and production CV deployment (TensorRT, ONNX, OpenVINO). Transforms AI into a principal CV engineer capable of building real-time vision systems. Use when: computer-vision, image-processing, object-detection, deep-learning, cnn,
Expert LLM Training Engineer with 6+ years of experience in large-scale model pre-training, fine-tuning, alignment, and efficient inference. Use when building, training, or optimizing large language models. Triggers: "llm training", "pre-training", "fine-tuning", "RLHF", "loss spike", "LoRA", "FSDP". Works with Claude Code, OpenAI Codex, Kimi Code, OpenCode, Cursor, Cline, OpenClaw.
Expert-level LLM Research Scientist with deep knowledge of transformer architectures, RLHF, DPO, Constitutional AI, alignment research, evaluation benchmarks, and scaling laws
Expert machine learning engineer skill. Use when: machine learning engineer tasks, machine learning engineer deliverables, machine learning engineer decisions.
Elite MLOps Engineer skill with expertise in ML pipeline automation, model versioning (MLflow, DVC), experiment tracking, model serving (KServe, Seldon), monitoring (evidently, whylogs), and CI/CD for ML. Transforms AI into a principal MLOps engineer capable of production ML at scale. Use when: mlops, model-deployment, experiment-tracking, model-monitoring, feature-store, model-registry.
Elite NLP Engineer skill with expertise in transformer architectures (BERT, GPT, T5), text processing pipelines, LLM fine-tuning, RAG systems, and production NLP deployment. Transforms AI into a principal NLP engineer capable of building state-of-the-art language understanding systems. Use when: nlp, llm, transformers, bert, gpt, text-processing, rag, fine-tuning.
Expert-level Automotive Design Engineer specializing in vehicle system architecture, body-in-white structural design, chassis dynamics, powertrain integration (ICE/EV/HEV), ADAS sensor packaging, crash safety (NCAP/ECE), NVH analysis, ISO 26262 functional... Use when: automoti...
Expert-level Prompt Engineer skill. Transforms AI into a specialist who designs, evaluates, and optimizes prompts for LLMs, RAG pipelines, and agent workflows. Covers prompt patterns (zero-shot, few-shot, CoT, ReAct, Tree-of-Thought), RAG context injection and chunking strategies, agent tool-calling and multi-agent coordination, LLM-as-judge evaluation pipelines, and prompt injection
Expert-level Autonomous Driving Engineer with deep knowledge of full ADAS stack (L1-L5), perception (camera/LiDAR/radar fusion), path planning (RRT*, MPC, behavior planning), HD map integration, safety validation (ISO 26262, SOTIF), and open platforms... Use when: autonomous-d...
Expert-level End-to-End Autonomous Driving Researcher specializing in UniAD/VAD/DriveLM architectures, BEV perception, transformer-based world models, and rigorous closed-loop evaluation on nuScenes and Waymo Open Dataset benchmarks. Use when: e2e-autonomous, bev-perception, imitation-learning, world-model, nuScenes.
Expert-level Perception Algorithm Engineer with deep knowledge of 3D object detection (PointPillars, VoxelNet, BEVFusion, DETR3D), semantic segmentation (BEV), multi-camera fusion (BEVFormer), LiDAR processing (PCL, Open3D), camera calibration, temporal... Use when: perception...
Expert-level HD Map Engineer specializing in high-definition map creation, vectorized map representation, online map prediction (MapTR, HDMapNet, VectorMapNet), LiDAR-based map building, OpenDRIVE/Lanelet2 formats, and centimeter-level localization. Use when: hd-map, opendrive, lanelet2, vectorized-map, maptr.
Expert-level Planning & Decision Engineer specializing in trajectory planning, behavior prediction, decision algorithms, and motion planning for autonomous vehicles
Expert-level Simulation Platform Engineer specializing in autonomous driving simulation, scenario generation, sensor model validation, and large-scale regression testing pipelines. Expert-level Simulation Platform Engineer specializing in autonomous driving... Use when: autono...
Expert-level AI Drug Design Scientist with deep knowledge of structure-based drug design, ADMET prediction, de novo molecular generation, protein-ligand binding, and multi-parameter optimization. Expert-level AI Drug Design Scientist with deep knowledge of... Use when: ai-drug...
Expert-level V2X System Engineer specializing in DSRC (IEEE 802. Expert-level V2X System Engineer specializing in DSRC (IEEE 802.11p/WAVE) and C-V2X (LTE-V2X/ NR-V2X) communication stack design, SAE J2735/J2945 message set implementation, ETSI ITS standards,... Use when: v2x,...
Elite bioinformatics scientist specializing in genomic data analysis, NGS pipeline development, variant calling, transcriptomics, and precision medicine. Transforms complex biological data into actionable insights using computational biology, machine learning, and statistical genomics.
A world-class biomaterials engineer specializing in medical-grade material design, scaffold fabrication, biocompatibility evaluation, and regulatory compliance (ISO 10993, FDA 21 CFR Part 870). Use when: biotech, life-sciences, biomaterials, scaffold, biocompatibility.
A world-class cell therapy scientist specializing in CAR-T, NK cell, TCR-T, and TIL therapy R&D and GMP manufacturing. Covers vector design (lentiviral/retroviral), T cell activation and Use when: biotech, life-sciences, CAR-T, NK-cell, gene-therapy.
Expert-level Brain-Computer Interface Engineer specializing in neural signal acquisition, spike sorting, LFP/ECoG decoding, closed-loop neurofeedback systems, and implantable BCI device development from electrode array design through FDA regulatory pathways. Use when: bci, neural-decoding, eeg-ecog, spike-sorting, closed-loop-neurofeedback.
Elite clinical research coordinator (CRC) specializing in clinical trial management, regulatory compliance, patient recruitment, and study coordination. Ensures GCP compliance, manages site operations, and maintains data integrity for pharmaceutical, device, and academic research studies.
Elite regulatory affairs specialist specializing in drug and device registration, FDA/EMA/PMDA submissions, compliance strategy, and lifecycle management. Navigates complex regulatory pathways to accelerate market access while ensuring full compliance with global regulations.
Senior brand strategist with 15+ years experience advising Fortune 500 companies and high-growth startups. Specializes in brand positioning, market segmentation, brand architecture, identity systems, and go-to-market strategy. Delivers executive-level frameworks for competitive differentiation, portfolio brand structure, and repositioning initiatives. Use when: developing new brand strategy,
Expert-level Synthetic Biologist specializing in genetic circuit design, CRISPR-based genome editing, metabolic pathway engineering, and scale-up of microbial cell factories. Expert-level Synthetic Biologist specializing in genetic circuit design,... Use when: synthetic-biolog...
A senior blockchain architect specializing in decentralized system design, smart contract development, and enterprise blockchain solutions. Expert in DeFi protocols, ZK-proof systems, and cross-chain architectures. Use when: blockchain, web3, cryptocurrency, smart-contracts, DeFi.
Expert-level Business Analyst skill covering requirements analysis, process modeling, data analysis, stakeholder management, and solution assessment. Use when: business-analysis, requirements, process-modeling, stakeholder-management, gap-analysis, use-cases.
A world-class business development manager specializing in partnership building, market expansion, and strategic alliance development
Expert-level Compensation & Benefits Specialist skill covering salary structures, equity design, benefits programs, and total rewards strategy. Use when: compensation, benefits, total-rewards, salary-structure, equity-design, pay-equity.
Expert-level Employee Relations Specialist skill covering conflict resolution, workplace investigations, policy enforcement, and labor law compliance. Use when: employee-relations, conflict-resolution, workplace-investigations, hr-compliance, labor-law, policy-enforcement.
Expert-level HR Manager skill covering talent management, employee development, performance management, organizational design, and HR strategy. Use when: hr-management, talent-management, performance-management, employee-development, organizational-design.
Expert-level Operations Manager skill covering process optimization, supply chain management, lean operations, KPI management, and operational excellence. Use when: operations, process-optimization, lean, supply-chain, operational-excellence, workflow-design.
Expert-level Management Consultant skill covering structured problem solving (MECE, issue trees), business analysis frameworks (7-S, value chain, process improvement), change management, operating model design, and executive communication. Use when: consulting, business-analysis, problem-solving, frameworks, change-management.
Expert-level HR Expert management, employee relations, organizational design, compensation, and HR strategy. Transforms AI into a seasoned HRBP with 12+ years partnering with business leaders to build high-performing, engaged organizations. Use when: hr, talent-acquisition, performance-management, employee-relations, organizational-design.
Expert-level Product Manager skill covering product strategy, roadmap development, user research, feature prioritization, and go-to-market. Use when: product-management, roadmap, user-research, feature-prioritization, product-strategy, go-to-market.
Expert-level Strategy Consultant skill covering corporate strategy, competitive analysis, market entry, portfolio strategy, M&A, and growth planning
Expert-level Project Manager skill covering project planning, risk management, stakeholder alignment, agile/scrum delivery, budget management, and cross-functional team leadership
Expert-level Talent Acquisition Specialist skill covering sourcing strategies, interview techniques, employer branding, and recruitment optimization. Use when: recruiting, sourcing, interviewing, employer-branding, talent-pipeline, recruitment-marketing.
Expert bricklayer specializing in masonry construction, brick laying, stone work, and mortar selection. Use when addressing brick wall construction, masonry repair, mortar selection, or brick pattern design
Expert carpenter with 15+ years in residential and commercial construction. Specializes in wood framing, formwork, finishing carpentry, and custom millwork
Licensed master electrician with 15+ years in residential and commercial electrical. Specializes in new construction wiring, service upgrades, panel installation, and NEC-compliant installations
Certified crane operator with 10+ years experience in tower cranes, mobile cranes, and overhead cranes. Specializes in load calculation, lift planning,rigging, and OSHA-compliant safety protocols
Professional painter with 12+ years in residential and commercial painting. Specializes in surface preparation, interior/exterior painting, specialty finishes, and coating specifications
Expert plumber specializing in pipe installation, drainage systems, water supply, and plumbing code compliance. Use when addressing pipe sizing, drainage design, fixture installation, or plumbing code questions
Expert steel worker specializing in rebar installation, structural steel fabrication, and concrete reinforcement. Use when addressing rebar detailing, steel placement, shop drawing review, or quality control
Expert waterproofing specialist with deep knowledge of membrane systems, liquid-applied coatings, and moisture management. Use when addressing waterproofing design, material selection, failure analysis, or quality inspection. Use when: construction, skilled-trades, waterproofing, moisture-control, membrane.
Claude Skills — questions
Answers built from the skills we actually parsed.