All 45 domain skills available in copilot-kit — loaded on-demand based on request context.
| Skill | Category | Description |
|---|---|---|
ai-engineering | AI/ML | ML, DL, RL, DRL principles. Framework selection, model architecture, training, evaluation, deployment, MLOps. |
api-patterns | Backend | REST vs GraphQL vs tRPC, response formats, versioning, pagination. |
app-builder | Architecture | Full-stack app orchestrator. Creates applications from natural language. Coordinates agents. |
architecture | Architecture | Architectural decision-making, requirements analysis, trade-off evaluation, ADR documentation. |
bash-linux | Ops | Bash/Linux terminal patterns, piping, error handling, scripting. |
behavioral-modes | Core | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). |
brainstorming | Core | Socratic questioning protocol + user communication. For complex requests or unclear requirements. |
clean-code | Quality | Pragmatic coding standards — concise, direct, no over-engineering. |
code-review-checklist | Quality | Code review guidelines covering code quality, security, and best practices. |
control-systems | Robotics | PID control, fuzzy logic, LQR, MPC, sliding mode control system design. |
conventional-commits | DX | Conventional Commits v1.0.0 spec, commit types, scope, breaking changes. |
database-design | Backend | Schema design, indexing strategy, ORM selection, serverless databases. |
deployment-procedures | Ops | Safe deployment workflows, rollback strategies, verification. |
documentation-templates | DX | README, API docs, code comments, AI-friendly documentation templates. |
find-skills | Core | Helps discover and install agent skills dynamically. |
frontend-design | Frontend | Design thinking for web UI, components, layouts, color, typography. |
game-development | Specialized | Game development orchestrator, routes to platform-specific skills. |
geo-fundamentals | SEO | Generative Engine Optimization for AI search engines. |
i18n-localization | DX | Internationalization patterns, translation management, RTL support. |
intelligent-routing | Core | Automatic agent selection and intelligent task routing. |
iot-solutions | Specialized | IoT architecture, hardware selection, communication protocols, cloud platforms. |
lint-and-validate | Quality | Automatic quality control, linting, and static analysis procedures. |
mcp-builder | Architecture | Model Context Protocol server building, tool design, resource patterns. |
mobile-design | Mobile | Mobile-first design for iOS/Android. Touch interaction, platform conventions. |
nodejs-best-practices | Backend | Node.js framework selection, async patterns, security, architecture. |
parallel-agents | Core | Multi-agent orchestration patterns for independent tasks. |
performance-profiling | Quality | Measurement, analysis, and optimization techniques. |
plan-writing | Architecture | Structured task planning with breakdowns, dependencies, verification. |
powershell-windows | Ops | PowerShell Windows patterns, operator syntax, error handling. |
python-patterns | Backend | Python framework selection, async patterns, type hints, project structure. |
red-team-tactics | Security | Red team tactics based on MITRE ATT&CK, attack phases, detection evasion. |
robotics-automation | Robotics | Robot types, locomotion, sensor integration, PLC/SCADA, industrial automation. |
ros2-humble | Robotics | ROS2 Humble nodes, topics, services, actions, lifecycle, simulation. |
rust-pro | Backend | Rust 1.75+ modern async patterns, advanced type system. |
seo-fundamentals | SEO | SEO fundamentals, E-E-A-T, Core Web Vitals, Google algorithm principles. |
server-management | Ops | Process management, monitoring strategy, scaling decisions. |
systematic-debugging | Quality | 4-phase debugging methodology with root cause analysis and evidence-based verification. |
tailwind-patterns | Frontend | Tailwind CSS v4 principles, CSS-first config, container queries, design tokens. |
tdd-workflow | Quality | Test-Driven Development RED-GREEN-REFACTOR cycle. |
testing-patterns | Quality | Unit, integration, E2E testing patterns and mocking strategies. |
vercel-react-best-practices | Frontend | React and Next.js performance optimization. 57 rules across 8 categories. |
vulnerability-scanner | Security | OWASP 2025, supply chain security, attack surface mapping, risk prioritization. |
web-design-guidelines | Frontend | Web Interface Guidelines compliance, accessibility, UX audit. |
webapp-testing | Quality | Web application testing, E2E, Playwright, deep audit strategies. |