The library

Everything we index — ranked by what works, never by stars.

works · untested / no effect · hurts — every rank is measured against a no-skill baseline
untested
Build accessible web componentsskillProductEngineeringL1
accessibility-patterns · When using accessibility patterns in skill contexts.
untested
Design GraphQL schemas and federationskillEngineeringL1
graphql-architect · When using graphql architect in skill contexts.
untested
Create agent skills and hooksskillEngineeringL1
kit · When using kit in skill contexts.
untested
Design REST APIs and endpointsskillEngineeringL1
api-design · designing APIs, choosing status codes, or creating endpoints
untested
Build Spring Boot enterprise applicationsskillEngineeringL1
java-architect · building, configuring, or debugging enterprise Java applications with Spring Boot 3
untested
Setup automated CI/CD pipelinesskillEngineeringOpsL2
ci-cd-patterns · CI/CD pipeline best practices for GitHub Actions, deployment strategies, and pipeline optimization
untested
Write modern JavaScript applicationsskillEngineeringL1
javascript-pro · building vanilla JavaScript applications, implementing Promise-based async flows, optimising browser or Node
untested
Build Kotlin multiplatform applicationsskillEngineeringL1
kotlin-specialist · idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture, Compose UI co...
untested
Audit dependencies for securityskillEngineeringOpsL2
dependency-audit · dependency management and supply chain security practices for auditing vulnerabilities, checking licenses, assessing dependency health, a...
untested
Deploy and manage Kubernetes workloadsskillEngineeringOpsL3
kubernetes-specialist · deploying or managing Kubernetes workloads
untested
Optimize Docker containers and buildsskillEngineeringOpsL2
docker-patterns · Best for building production Docker images with multi-stage builds and security hardening.
untested
Build Laravel applications with EloquentskillEngineeringL1
laravel-specialist · Best for developing Laravel 10+ applications with Eloquent models, API resources, and queues.
untested
Configure environment and secretsskillOpsEngineeringL1
env-setup · Best for securing environment configurations and preventing secrets from leaking into version control.
untested
Modernize legacy systems incrementallyskillEngineeringL3
legacy-modernizer · Best for incrementally modernizing legacy systems without disrupting production operations.
untested
Execute safe bulk file operationsskillOpsEngineeringL1
file-operation-patterns · Best for writing deployment scripts that safely handle bulk file operations.
untested
Build and debug MCP serversskillEngineeringL2
mcp-developer · Best for building MCP servers that connect Claude to external tools and data sources.
untested
Design distributed microservicesskillEngineeringL3
microservices-architect · Best for designing distributed microservices with resilience patterns and observability.
untested
Setup GitOps with ArgoCD or FluxskillEngineeringOpsL3
gitops-patterns · Best for implementing GitOps workflows with ArgoCD or Flux on Kubernetes.
untested
Build production ML pipelinesskillEngineeringDataL4
ml-pipeline · Best for designing end-to-end ML infrastructure with experiment tracking and pipelines.
untested
Configure Claude Code hooksskillEngineeringOpsL1
hook-recipes · Best for configuring deployment hooks and automating post-deployment tasks.
untested
Monitor and alert on systemsskillOpsEngineeringL3
monitoring-expert · Best for designing observability systems with metrics, logs, and distributed tracing.
untested
Automate release versioning and tagsskillEngineeringL1
dev-release · Best for managing development releases and coordinating deployment cycles.
untested
Configure cloud infrastructure with codeskillEngineeringOpsL3
infrastructure-as-code · Best for defining infrastructure as code across major cloud providers.
untested
Build enterprise NestJS backendsskillEngineeringL2
nestjs-expert · Best for building backend services with NestJS, TypeORM, and advanced patterns.
untested
Monitor and debug application errorsskillEngineeringOpsL2
using-sentry · Best for configuring error tracking and crash reporting with Sentry.
untested
Manage Kubernetes clusters and deploymentsskillEngineeringOpsL4
kubernetes-patterns · Best for deploying and operating applications on Kubernetes clusters.
untested
Build Next.js applications at scaleskillEngineeringL2
nextjs-developer · Best for building full-stack web applications with Next.js and modern tooling.
untested
Design internal developer platformsskillEngineeringOpsL4
platform-engineering · When scaling developer productivity by abstracting infrastructure complexity into golden paths and self-service workflows.
untested
Plan and execute software projectsskillEngineeringL1
get-shit-done · When running a project through strict phases with verified deliverables and GitHub integration.
untested
Optimize database queries and schemaskillEngineeringDataL2
sql-patterns · When optimizing queries, designing schemas, or ensuring SQL injection prevention via parameterized queries.
untested
Build modern PHP applicationsskillEngineeringL2
php-pro · When developing Laravel or Symfony APIs with type safety, dependency injection, and 80%+ test coverage.
untested
Write end-to-end browser testsskillEngineeringL2
playwright-expert · When building maintainable browser automation that resists flakiness via role-based selectors and proper waits.
untested
Parse and validate project specsskillEngineeringProductL1
ac-spec-parser · When loading structured specs (YAML/JSON/Markdown) and extracting requirements for feature generation.
untested
Optimize PostgreSQL performanceskillEngineeringDataL2
postgres-pro · When tuning PostgreSQL for production performance via indexes, connection pooling, or replication strategy.
untested
Engineer and test LLM promptsskillEngineeringProductL2
prompt-engineer · When tuning LLM behavior via prompt design, few-shot demonstrations, or chain-of-thought guidance.
untested
Write type-safe Python codeskillEngineeringDataL2
python-pro · When building production Python with strict typing, 80%+ test coverage, and async I/O optimization.
untested
Build production RAG systems and vector databasesskillEngineeringProductL3
rag-architect · When building domain-specific QA systems that ground responses in corpus documents via semantic search.
untested
Optimize Rails applications with modern patternsskillEngineeringL1
rails-expert · Building production Rails apps with real-time updates and background job processing.
untested
Build React 18+ applications and componentsskillEngineeringL1
react-expert · Building modern React architectures with Server Components and minimal client-side state.
untested
Apply SQL migrations to Supabase databasesskillEngineeringL2
apply-migration · Applying schema changes to Supabase with transactional safety and verification logging.
untested
Build cross-platform mobile apps with React NativeskillEngineeringL1
react-native-expert · Building production mobile apps with cross-platform code sharing and platform-specific optimization.
untested
Write idiomatic Rust with memory safetyskillEngineeringL1
rust-engineer · Building systems software and libraries that require both safety and zero-cost performance.
untested
Develop Apex and Lightning Web ComponentsskillEngineeringSalesL2
salesforce-developer · Extending Salesforce with custom objects and automation to meet business requirements.
untested
Design Kubernetes and infrastructure patternsskillEngineeringOpsL3
managing-infra · Managing repeatable, observable infrastructure deployments at scale.
untested
Implement authentication and prevent vulnerabilitiesskillEngineeringL2
secure-code-guardian · Finding exploitable code patterns and guiding remediation in production applications.
untested
Handle dates and timezones correctlyskillEngineeringL1
date-timezone · Ensuring correct cross-timezone scheduling and temporal calculations without off-by-one errors.
untested
Audit code and infrastructure for securityskillEngineeringOpsL2
security-reviewer · Building strategic security improvements across engineering teams and infrastructure.
untested
Build and customize Shopify storefrontsskillEngineeringSalesL2
shopify-expert · Building Shopify themes, custom apps, Hydrogen storefronts, or checkout extensions with full stack expertise
untested
Optimize Spark data processing pipelinesskillEngineeringL3
spark-engineer · Large-scale ETL, DataFrame transformations, partitioning, shuffle optimization, or Spark SQL queries
untested
Master experimental physics methodsskillEngineeringL1
experimental-methods · Measurement methodology, uncertainty analysis, experimental design, data validation, or Fermi estimation
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