AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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neuralblitz Skill Physical Chemistry 3Physical chemistry including quantum chemistry, molecular structure, spectroscopy, thermodynamics, and reaction kinetics for chemistry research applications.
1 - neuralblitz Skill GRAPHQL 3
GraphQL
1 - neuralblitz Skill Solidjs
SolidJS
1 - neuralblitz Bundle Mobile UI 3
Mobile UI
1 - neuralblitz Skill Kotlin 5
Kotlin
1 - neuralblitz Skill Event Sourcing 2
Event Sourcing
1 - neuralblitz Skill Linux 2
Linux operating system administration and scripting
1 - neuralblitz Skill Inorganic Chemistry 3
Inorganic chemistry fundamentals including coordination compounds, organometallic chemistry, crystal field theory, transition metal chemistry, and spectroscopy for chemistry applications.
1 - neuralblitz Skill Mobile Security 3
Security practices and implementations for mobile applications
1 - neuralblitz Skill Civil Engineering 3
Civil engineering fundamentals including structural analysis, geotechnics, hydraulics, transportation, and construction management for infrastructure applications.
1 - neuralblitz Skill Signal Processing 3
Signal processing fundamentals including Fourier analysis, filter design, sampling theory, spectral estimation, and adaptive filtering for engineering applications.
1 - neuralblitz Skill Computational Physics 3
Numerical methods for physics including finite difference, Monte Carlo, molecular dynamics, finite element analysis, and chaos theory for simulation applications.
1 - neuralblitz Skill Statistical Mechanics 3
Statistical mechanics fundamentals including ensembles, partition functions, phase transitions, Monte Carlo methods, and non-equilibrium dynamics for physics applications.
1 - neuralblitz Skill Analytical Chemistry 3
Quantitative and qualitative analysis of chemical substances using laboratory techniques and instrumentation
1 - neuralblitz Skill Network Security 2
Protect network infrastructure and data transmission from unauthorized access, attacks, and breaches
1 - neuralblitz Skill Formal Methods 2
Application of mathematical reasoning to software and hardware systems including model checking, theorem proving, specification languages, and verification techniques for correctness guarantees
1 - neuralblitz Skill Incident Response 2
Security incident handling, containment, eradication, recovery, and lessons learned
1 - neuralblitz Skill Security Auditing 2
Systematic evaluation of security controls, compliance assessments, and audit reporting
1 - neuralblitz Skill Data Visualization 4
Design patterns and architectural approaches for Data Visualization
1 - neuralblitz Skill Automata Theory
Study of abstract machines and computation models including finite automata, pushdown automata, Turing machines, regular languages, context-free languages, and computational limits
1 - neuralblitz Skill Chemical Engineering 3
Chemical engineering fundamentals including reaction engineering, separation processes, thermodynamics, process control, and plant design for industrial applications.
1 - neuralblitz Skill Embedded Systems 2
Design and programming of resource-constrained computing systems including microcontrollers, bare-metal programming, peripheral interfaces, low-power optimization, and embedded Linux systems
1 - neuralblitz Skill Penetration Testing 2
Ethical hacking, exploit development, security assessment techniques, and vulnerability exploitation
1 - neuralblitz Skill Threat Intelligence 2
Collecting, analyzing, and applying threat data to improve security posture
1 - neuralblitz Skill Aerospace Engineering 3
Aerospace engineering fundamentals including aerodynamics, propulsion, flight dynamics, spacecraft dynamics, and structural analysis for aerospace applications.
1 - neuralblitz Skill Automation 2
Infrastructure automation and configuration management
1 - neuralblitz Skill Monitoring 2
Application monitoring and observability best practices
1 - neuralblitz Skill Powershell 3
PowerShell scripting and automation for Windows and cross-platform
1 - neuralblitz Skill Operating Systems 2
Design and implementation of operating system kernels, process management, memory management, file systems, device drivers, and system-level programming for resource allocation and hardware abstraction
1 - neuralblitz Skill Real Time Systems 2
Design and implementation of time-critical computing systems with guaranteed response times, scheduling theory, resource management, and safety certification requirements
1 - neuralblitz Skill Application Security 3
Secure software development practices, vulnerability remediation, and secure coding techniques
1 - neuralblitz Skill Electrical Engineering 3
Circuit analysis including analog and digital circuits, signal processing, control systems, power electronics, and electromagnetic compatibility for engineering applications.
1 - neuralblitz Skill Mechanical Engineering 3
Mechanical engineering fundamentals including statics, dynamics, machine design, heat transfer, fluid mechanics, and manufacturing processes for engineering applications.
1 - neuralblitz Skill Information Theory 2
Quantitative study of information including entropy, channel capacity, compression, error-correcting codes, and information-theoretic security
1 - neuralblitz Skill Distributed Systems 2
Design and implementation of fault-tolerant, scalable distributed computing systems including consensus algorithms, distributed transactions, CAP theorem trade-offs, and node communication patterns
1 - neuralblitz Skill Scientific Computing 2
Application of computational methods to scientific problems including numerical analysis, simulation, data processing, and visualization for physics, chemistry, biology, and engineering applications
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Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include Scientific Computing, Physical Chemistry, graphql. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.