wehub-resource-sync
448 lines
31 KiB
Markdown
448 lines
31 KiB
Markdown
# Agent Skills
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Agent Skills are modular packages that extend Claude's capabilities with specialized domain knowledge, following Anthropic's [Agent Skills Specification](https://github.com/anthropics/skills/blob/main/agent_skills_spec.md). This plugin ecosystem includes **162 local specialized skills** across 46 plugins, enabling progressive disclosure and efficient token usage.
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## Overview
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Skills provide Claude with deep expertise in specific domains without loading everything into context upfront. Each skill includes:
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- **YAML Frontmatter**: Name and activation criteria
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- **Progressive Disclosure**: Metadata → Instructions → Resources
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- **Activation Triggers**: Clear "Use when" clauses for automatic invocation
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## Skills by Plugin
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### Kubernetes Operations (4 skills)
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| Skill | Description |
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| -------------------------- | ------------------------------------------------------------------------------------------------------------------------ |
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| **k8s-manifest-generator** | Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices |
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| **helm-chart-scaffolding** | Design, organize, and manage Helm charts for templating and packaging Kubernetes applications |
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| **gitops-workflow** | Implement GitOps workflows with ArgoCD and Flux for automated, declarative deployments |
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| **k8s-security-policies** | Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC |
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### LLM Application Development (8 skills)
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| Skill | Description |
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| -------------------------------- | ------------------------------------------------------------------------------------------- |
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| **langchain-architecture** | Design LLM applications using LangChain framework with agents, memory, and tool integration |
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| **prompt-engineering-patterns** | Master advanced prompt engineering techniques for LLM performance and reliability |
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| **rag-implementation** | Build Retrieval-Augmented Generation systems with vector databases and semantic search |
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| **llm-evaluation** | Implement comprehensive evaluation strategies with automated metrics and benchmarking |
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| **embedding-strategies** | Design embedding pipelines for text, images, and multimodal content with optimal chunking |
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| **similarity-search-patterns** | Implement efficient similarity search with ANN algorithms and distance metrics |
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| **vector-index-tuning** | Optimize vector index performance with HNSW, IVF, and hybrid configurations |
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| **hybrid-search-implementation** | Combine vector and keyword search for improved retrieval accuracy |
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### Backend Development (9 skills)
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| Skill | Description |
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| ----------------------------------- | ----------------------------------------------------------------------------------------------------- |
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| **api-design-principles** | Master REST and GraphQL API design for intuitive, scalable, and maintainable APIs |
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| **architecture-patterns** | Implement Clean Architecture, Hexagonal Architecture, and Domain-Driven Design |
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| **microservices-patterns** | Design microservices with service boundaries, event-driven communication, and resilience |
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| **workflow-orchestration-patterns** | Design durable workflows with Temporal for distributed systems, saga patterns, and state management |
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| **temporal-python-testing** | Test Temporal workflows with pytest, time-skipping, and mocking strategies for comprehensive coverage |
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| **event-store-design** | Design event stores with optimized schemas, snapshots, and stream partitioning |
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| **cqrs-implementation** | Implement CQRS with separate read/write models and eventual consistency patterns |
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| **projection-patterns** | Build efficient projections from event streams for read-optimized views |
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| **saga-orchestration** | Design distributed sagas with compensation logic and failure handling |
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### Developer Essentials (11 skills)
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| Skill | Description |
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| -------------------------------- | ----------------------------------------------------------------------------------------------- |
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| **git-advanced-workflows** | Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog |
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| **sql-optimization-patterns** | Optimize SQL queries, indexing strategies, and EXPLAIN analysis for database performance |
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| **error-handling-patterns** | Implement robust error handling with exceptions, Result types, and graceful degradation |
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| **code-review-excellence** | Provide effective code reviews with constructive feedback and systematic analysis |
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| **e2e-testing-patterns** | Build reliable E2E test suites with Playwright and Cypress for critical user workflows |
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| **auth-implementation-patterns** | Implement authentication and authorization with JWT, OAuth2, sessions, and RBAC |
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| **debugging-strategies** | Master systematic debugging techniques, profiling tools, and root cause analysis |
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| **monorepo-management** | Manage monorepos with Turborepo, Nx, and pnpm workspaces for scalable multi-package projects |
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| **nx-workspace-patterns** | Configure Nx workspaces with computation caching and affected commands |
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| **turborepo-caching** | Optimize Turborepo builds with remote caching and pipeline configuration |
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| **bazel-build-optimization** | Design Bazel builds with hermetic actions and remote execution |
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### Blockchain & Web3 (4 skills)
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| Skill | Description |
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| --------------------------- | --------------------------------------------------------------------------------------- |
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| **defi-protocol-templates** | Implement DeFi protocols with templates for staking, AMMs, governance, and flash loans |
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| **nft-standards** | Implement NFT standards (ERC-721, ERC-1155) with metadata and marketplace integration |
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| **solidity-security** | Master smart contract security to prevent vulnerabilities and implement secure patterns |
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| **web3-testing** | Test smart contracts using Hardhat and Foundry with unit tests and mainnet forking |
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### CI/CD Automation (4 skills)
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| Skill | Description |
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| ------------------------------ | ----------------------------------------------------------------------------------------- |
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| **deployment-pipeline-design** | Design multi-stage CI/CD pipelines with approval gates and security checks |
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| **github-actions-templates** | Create production-ready GitHub Actions workflows for testing, building, and deploying |
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| **gitlab-ci-patterns** | Build GitLab CI/CD pipelines with multi-stage workflows and distributed runners |
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| **secrets-management** | Implement secure secrets management using Vault, AWS Secrets Manager, or native solutions |
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### Cloud Infrastructure (8 skills)
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| Skill | Description |
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| ------------------------------ | ------------------------------------------------------------------------- |
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| **terraform-module-library** | Build reusable Terraform modules for AWS, Azure, and GCP infrastructure |
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| **multi-cloud-architecture** | Design multi-cloud architectures avoiding vendor lock-in |
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| **hybrid-cloud-networking** | Configure secure connectivity between on-premises and cloud platforms |
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| **cost-optimization** | Optimize cloud costs through rightsizing, tagging, and reserved instances |
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| **istio-traffic-management** | Configure Istio traffic routing, load balancing, and canary deployments |
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| **linkerd-patterns** | Implement Linkerd service mesh with automatic mTLS and traffic splitting |
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| **mtls-configuration** | Design zero-trust mTLS architectures with certificate management |
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| **service-mesh-observability** | Build comprehensive observability with distributed tracing and metrics |
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### Framework Migration (4 skills)
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| Skill | Description |
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| ----------------------- | ----------------------------------------------------------------------------- |
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| **react-modernization** | Upgrade React apps, migrate to hooks, and adopt concurrent features |
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| **angular-migration** | Migrate from AngularJS to Angular using hybrid mode and incremental rewriting |
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| **database-migration** | Execute database migrations with zero-downtime strategies and transformations |
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| **dependency-upgrade** | Manage major dependency upgrades with compatibility analysis and testing |
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### Observability & Monitoring (4 skills)
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| Skill | Description |
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| ---------------------------- | ----------------------------------------------------------------------- |
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| **prometheus-configuration** | Set up Prometheus for comprehensive metric collection and monitoring |
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| **grafana-dashboards** | Create production Grafana dashboards for real-time system visualization |
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| **distributed-tracing** | Implement distributed tracing with Jaeger and Tempo to track requests |
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| **slo-implementation** | Define SLIs and SLOs with error budgets and alerting |
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### Payment Processing (4 skills)
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| Skill | Description |
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| ---------------------- | ----------------------------------------------------------------------------- |
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| **stripe-integration** | Implement Stripe payment processing for checkout, subscriptions, and webhooks |
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| **paypal-integration** | Integrate PayPal payment processing with express checkout and subscriptions |
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| **pci-compliance** | Implement PCI DSS compliance for secure payment card data handling |
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| **billing-automation** | Build automated billing systems for recurring payments and invoicing |
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### Python Development (16 skills)
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| Skill | Description |
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| ----------------------------------- | ------------------------------------------------------------------------------------- |
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| **async-python-patterns** | Master Python asyncio, concurrent programming, and async/await patterns |
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| **python-testing-patterns** | Implement comprehensive testing with pytest, fixtures, and mocking |
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| **python-packaging** | Create distributable Python packages with proper structure and PyPI publishing |
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| **python-performance-optimization** | Profile and optimize Python code using cProfile and performance best practices |
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| **uv-package-manager** | Master the uv package manager for fast dependency management and virtual environments |
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### JavaScript/TypeScript (4 skills)
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| Skill | Description |
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| ------------------------------- | ------------------------------------------------------------------------------------- |
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| **typescript-advanced-types** | Master TypeScript's advanced type system including generics and conditional types |
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| **nodejs-backend-patterns** | Build production-ready Node.js services with Express/Fastify and best practices |
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| **javascript-testing-patterns** | Implement comprehensive testing with Jest, Vitest, and Testing Library |
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| **modern-javascript-patterns** | Master ES6+ features including async/await, destructuring, and functional programming |
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### API Scaffolding (1 skill)
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| Skill | Description |
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| --------------------- | ------------------------------------------------------------------------------- |
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| **fastapi-templates** | Create production-ready FastAPI projects with async patterns and error handling |
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### Machine Learning Operations (1 skill)
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| Skill | Description |
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| ------------------------ | ------------------------------------------------------------------------- |
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| **ml-pipeline-workflow** | Build end-to-end MLOps pipelines from data preparation through deployment |
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### Security Scanning (5 skills)
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| Skill | Description |
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| ----------------------------------- | ------------------------------------------------------------------------------- |
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| **sast-configuration** | Configure Static Application Security Testing tools for vulnerability detection |
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| **stride-analysis-patterns** | Apply STRIDE methodology to identify spoofing, tampering, and other threats |
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| **attack-tree-construction** | Build attack trees mapping threat scenarios to vulnerabilities |
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| **security-requirement-extraction** | Derive security requirements from threat models with acceptance criteria |
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| **threat-mitigation-mapping** | Map threats to mitigations with prioritized remediation plans |
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### Accessibility Compliance (2 skills)
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| Skill | Description |
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| ------------------------- | ----------------------------------------------------------------------- |
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| **wcag-audit-patterns** | Conduct WCAG 2.2 accessibility audits with automated and manual testing |
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| **screen-reader-testing** | Test screen reader compatibility across NVDA, JAWS, and VoiceOver |
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### Business Analytics (2 skills)
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| Skill | Description |
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| ------------------------ | ---------------------------------------------------------------------------- |
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| **kpi-dashboard-design** | Design executive dashboards with actionable KPIs and drill-down capabilities |
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| **data-storytelling** | Transform data insights into compelling narratives for stakeholders |
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### Before You Build (1 skill)
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| Skill | Description |
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| -------------------- | ------------------------------------------------------------------------------------------------------------------------------ |
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| **before-you-build** | Review demand, positioning, monetization, retention, trust, distribution, and feature-adoption risk before implementation starts |
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### Data Engineering (4 skills)
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| Skill | Description |
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| ------------------------------- | --------------------------------------------------------------------------- |
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| **spark-optimization** | Optimize Apache Spark jobs with partitioning, caching, and broadcast joins |
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| **dbt-transformation-patterns** | Build dbt models with incremental strategies and testing |
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| **airflow-dag-patterns** | Design Airflow DAGs with proper dependencies and error handling |
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| **data-quality-frameworks** | Implement data quality checks with Great Expectations and custom validators |
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### Documentation Generation (3 skills)
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| Skill | Description |
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| **openapi-spec-generation** | Generate OpenAPI 3.1 specifications from code with complete schemas |
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| **changelog-automation** | Automate changelog generation from conventional commits |
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| **architecture-decision-records** | Write ADRs documenting architectural decisions and trade-offs |
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### Frontend Mobile Development (4 skills)
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| Skill | Description |
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| ------------------------------ | --------------------------------------------------------------- |
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| **react-state-management** | Implement state management with Zustand, Jotai, and React Query |
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| **nextjs-app-router-patterns** | Build Next.js 14+ apps with App Router, RSC, and streaming |
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| **tailwind-design-system** | Create design systems with Tailwind CSS and component libraries |
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| **react-native-architecture** | Architect React Native apps with navigation and native modules |
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### UI Design (9 skills)
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| Skill | Description |
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| **design-system-patterns** | Build scalable design systems with tokens, components, and theming |
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| **accessibility-compliance** | Implement WCAG 2.1/2.2 compliance with proper ARIA and keyboard nav |
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| **responsive-design** | Create fluid layouts with CSS Grid, Flexbox, and container queries |
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| **mobile-ios-design** | Design iOS apps following Human Interface Guidelines |
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| **mobile-android-design** | Design Android apps following Material Design 3 guidelines |
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| **react-native-design** | Cross-platform design patterns for React Native applications |
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| **web-component-design** | Build accessible, reusable web components with Shadow DOM |
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| **interaction-design** | Create micro-interactions, animations, and gesture-based interfaces |
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| **visual-design-foundations** | Apply typography, color theory, spacing, and visual hierarchy |
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### Game Development (2 skills)
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| Skill | Description |
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| --------------------------- | -------------------------------------------------------------------- |
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| **unity-ecs-patterns** | Implement Unity ECS for high-performance game systems |
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| **godot-gdscript-patterns** | Build Godot games with GDScript best practices and scene composition |
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### HR Legal Compliance (2 skills)
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| Skill | Description |
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| --------------------------------- | ---------------------------------------------------------------- |
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| **gdpr-data-handling** | Implement GDPR-compliant data processing with consent management |
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| **employment-contract-templates** | Generate employment contracts with jurisdiction-specific clauses |
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### Incident Response (3 skills)
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| Skill | Description |
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| ------------------------------ | --------------------------------------------------------------------- |
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| **postmortem-writing** | Write blameless postmortems with root cause analysis and action items |
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| **incident-runbook-templates** | Create runbooks for common incident scenarios with escalation paths |
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| **on-call-handoff-patterns** | Design on-call handoffs with context preservation and alert routing |
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### Quantitative Trading (2 skills)
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| Skill | Description |
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| **backtesting-frameworks** | Build backtesting systems with realistic slippage and transaction costs |
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| **risk-metrics-calculation** | Calculate VaR, Sharpe ratio, and drawdown metrics for portfolios |
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### Systems Programming (3 skills)
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| Skill | Description |
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| --------------------------- | --------------------------------------------------------------------------- |
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| **rust-async-patterns** | Implement async Rust with Tokio, futures, and proper error handling |
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| **go-concurrency-patterns** | Design Go concurrency with channels, worker pools, and context cancellation |
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| **memory-safety-patterns** | Write memory-safe code with ownership, bounds checking, and sanitizers |
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### Conductor - Project Management (3 skills)
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| Skill | Description |
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| ------------------------------ | ------------------------------------------------------------------------------------------------------- |
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| **context-driven-development** | Apply Context-Driven Development methodology with product context, specifications, and phased planning |
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| **track-management** | Manage development tracks for features, bugs, chores, and refactors with specs and implementation plans |
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| **workflow-patterns** | Implement TDD workflows, commit strategies, and verification checkpoints for systematic development |
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### Agent Teams (6 skills)
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| Skill | Description |
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| ---------------------------------- | ------------------------------------------------------------------------------------------------------ |
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| **multi-reviewer-patterns** | Coordinate parallel code reviews across quality dimensions with deduplication and severity calibration |
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| **parallel-debugging** | Debug complex issues using competing hypotheses, parallel investigation, and root-cause arbitration |
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| **parallel-feature-development** | Coordinate parallel feature work with file ownership, conflict avoidance, and integration patterns |
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| **task-coordination-strategies** | Decompose complex tasks, design dependency graphs, and balance workload across multi-agent teams |
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| **team-communication-protocols** | Structured messaging for agent teams: message types, plan approval, and shutdown procedures |
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| **team-composition-patterns** | Design optimal team compositions with sizing heuristics, presets, and agent type selection |
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### Reverse Engineering (4 skills)
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| Skill | Description |
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| ---------------------------------- | ---------------------------------------------------------------------------------------------------- |
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| **anti-reversing-techniques** | Understand anti-reversing, obfuscation, and protection techniques encountered during analysis |
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| **binary-analysis-patterns** | Disassembly, decompilation, control flow analysis, and code pattern recognition |
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| **memory-forensics** | Memory acquisition, process analysis, and artifact extraction using Volatility and related tools |
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| **protocol-reverse-engineering** | Network protocol reverse engineering including packet analysis and custom protocol documentation |
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### Startup Business Analyst (5 skills)
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| Skill | Description |
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| ---------------------------------- | ---------------------------------------------------------------------------------------------------- |
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| **competitive-landscape** | Competitive analysis, differentiation, and positioning using Porter's Five Forces and related models |
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| **market-sizing-analysis** | TAM/SAM/SOM calculations using top-down, bottom-up, and value-theory methodologies |
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| **startup-financial-modeling** | 3–5 year financial models with revenue, costs, cash flow, and scenario planning |
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| **startup-metrics-framework** | Track and optimize key SaaS, marketplace, consumer, and B2B startup metrics from seed to Series A |
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| **team-composition-analysis** | Hiring plans, org structures, compensation, and equity allocation for early-stage startups |
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### Shell Scripting (3 skills)
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| Skill | Description |
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| ------------------------------ | -------------------------------------------------------------------------------------------- |
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| **bash-defensive-patterns** | Defensive Bash programming techniques for production-grade scripts |
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| **bats-testing-patterns** | Bash Automated Testing System (Bats) for comprehensive shell script testing |
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| **shellcheck-configuration** | ShellCheck static analysis configuration and usage for shell script quality |
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### Database Design (1 skill)
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| Skill | Description |
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| ----------------------------- | ----------------------------------------------------------------- |
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| **postgresql-table-design** | Design and review PostgreSQL-specific schemas with proper modeling |
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### Documentation Standards (1 skill)
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| Skill | Description |
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| -------- | --------------------------------------------------------------------------------------------- |
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| **hads** | HADS (Human-AI Document Standard) — semantic Markdown tagging for token-efficient AI reading |
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### .NET Contribution (1 skill)
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| Skill | Description |
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| ------------------------------ | --------------------------------------------------------------------------------- |
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| **dotnet-backend-patterns** | C#/.NET backend patterns for robust APIs, MCP servers, and enterprise applications |
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### Plugin Eval (1 skill)
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| Skill | Description |
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| --------------------------- | ------------------------------------------------------------------------------------------ |
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| **evaluation-methodology** | PluginEval quality methodology — dimensions, rubrics, statistical methods, scoring formulas |
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### Block No-Verify (1 skill)
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| Skill | Description |
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| -------------------------- | ------------------------------------------------------------------------------------------------ |
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| **block-no-verify-hook** | PreToolUse hook preventing AI agents from skipping git pre-commit hooks via bypass flags |
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### Protect MCP (1 skill)
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| Skill | Description |
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| ---------------------- | ---------------------------------------------------------------------------------------------------------------------------- |
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| **protect-mcp-setup** | Configure Cedar policy enforcement and Ed25519 signed receipts for tool calls; example policies for research/dev/production |
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### Social Publishing (1 skill)
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| Skill | Description |
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| ---------------------- | ------------------------------------------------------------------------------------------------------------------------ |
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| **social-publishing** | Schedule and publish social media posts across 13 platforms via the SocialClaw API |
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## How Skills Work
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### Activation
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Skills are automatically activated when Claude detects matching patterns in your request:
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```
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User: "Set up Kubernetes deployment with Helm chart"
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→ Activates: helm-chart-scaffolding, k8s-manifest-generator
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User: "Build a RAG system for document Q&A"
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→ Activates: rag-implementation, prompt-engineering-patterns
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User: "Optimize Python async performance"
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→ Activates: async-python-patterns, python-performance-optimization
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```
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### Progressive Disclosure
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Skills use a three-tier architecture for token efficiency:
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1. **Metadata** (Frontmatter): Name and activation criteria (always loaded)
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2. **Instructions**: Core guidance and patterns (loaded when activated)
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3. **Resources**: Examples and templates (loaded on demand)
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### Integration with Agents
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Skills work alongside agents to provide deep domain expertise:
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- **Agents**: High-level reasoning and orchestration
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- **Skills**: Specialized knowledge and implementation patterns
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Example workflow:
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```
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backend-architect agent → Plans API architecture
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↓
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api-design-principles skill → Provides REST/GraphQL best practices
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↓
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fastapi-templates skill → Supplies production-ready templates
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```
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## Specification Compliance
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All 162 skills follow the [Agent Skills Specification](https://agentskills.io/specification):
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- ✓ Required `name` field (hyphen-case)
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- ✓ Required `description` field with "Use when" clause
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- ✓ Descriptions under 1024 characters
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- ✓ Complete, non-truncated descriptions
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- ✓ Proper YAML frontmatter formatting
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## Creating New Skills
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To add a skill to a plugin:
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1. Create `plugins/{plugin-name}/skills/{skill-name}/SKILL.md`
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2. Add YAML frontmatter:
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```yaml
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---
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name: skill-name
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description: What the skill does. Use when [activation trigger].
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---
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```
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3. Write comprehensive skill content using progressive disclosure
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4. Add skill path to `marketplace.json`:
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```json
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{
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"name": "plugin-name",
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"skills": ["./skills/skill-name"]
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}
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```
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### Skill Structure
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```
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plugins/{plugin-name}/
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└── skills/
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└── {skill-name}/
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└── SKILL.md # Frontmatter + content
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||
```
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||
|
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## Benefits
|
||
|
||
- **Token Efficiency**: Load only relevant knowledge when needed
|
||
- **Specialized Expertise**: Deep domain knowledge without bloat
|
||
- **Clear Activation**: Explicit triggers prevent unwanted invocation
|
||
- **Composability**: Mix and match skills across workflows
|
||
- **Maintainability**: Isolated updates don't affect other skills
|
||
|
||
## Resources
|
||
|
||
- [Anthropic Skills Repository](https://github.com/anthropics/skills)
|
||
- [Agent Skills Documentation](https://docs.claude.com/en/docs/claude-code/skills)
|