The library

compliance-governance · compliance, governance, and supply chain security guidance for cloud-native systems

kotlin-specialist · idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture, Compose UI co...

dependency-audit · dependency management and supply chain security practices for auditing vulnerabilities, checking licenses, assessing dependency health, a...

kubernetes-specialist · deploying or managing Kubernetes workloads

docker-patterns · Best for building production Docker images with multi-stage builds and security hardening.

laravel-specialist · Best for developing Laravel 10+ applications with Eloquent models, API resources, and queues.

env-setup · Best for securing environment configurations and preventing secrets from leaking into version control.

legacy-modernizer · Best for incrementally modernizing legacy systems without disrupting production operations.

file-operation-patterns · Best for writing deployment scripts that safely handle bulk file operations.

mcp-developer · Best for building MCP servers that connect Claude to external tools and data sources.

finops-patterns · Best for analyzing cloud spend and recommending rightsizing opportunities.

microservices-architect · Best for designing distributed microservices with resilience patterns and observability.

publish-pac · Best for preparing polished content drafts into publication packages with metadata.

gitops-patterns · Best for implementing GitOps workflows with ArgoCD or Flux on Kubernetes.

ml-pipeline · Best for designing end-to-end ML infrastructure with experiment tracking and pipelines.

beta-status · Best for documenting and communicating beta feature status in projects.

hook-recipes · Best for configuring deployment hooks and automating post-deployment tasks.

monitoring-expert · Best for designing observability systems with metrics, logs, and distributed tracing.

dev-release · Best for managing development releases and coordinating deployment cycles.

infrastructure-as-code · Best for defining infrastructure as code across major cloud providers.

nestjs-expert · Best for building backend services with NestJS, TypeORM, and advanced patterns.

using-sentry · Best for configuring error tracking and crash reporting with Sentry.

kubernetes-patterns · Best for deploying and operating applications on Kubernetes clusters.

nextjs-developer · Best for building full-stack web applications with Next.js and modern tooling.

save-insight · When you need to compound knowledge from a completed project or challenge so future similar work is easier.

platform-engineering · When scaling developer productivity by abstracting infrastructure complexity into golden paths and self-service workflows.

pandas-pro · When manipulating large datasets with grouped aggregations, merges, time series resampling, or memory optimization.

get-shit-done · When running a project through strict phases with verified deliverables and GitHub integration.

sql-patterns · When optimizing queries, designing schemas, or ensuring SQL injection prevention via parameterized queries.

php-pro · When developing Laravel or Symfony APIs with type safety, dependency injection, and 80%+ test coverage.

delivery.release_notes · When shipping a release and need consistent, value-oriented communication for customers or internal teams.

critical-thinking · When analyzing arguments, practicing Socratic questioning, or developing clear thinking under uncertainty.

playwright-expert · When building maintainable browser automation that resists flakiness via role-based selectors and proper waits.

ac-spec-parser · When loading structured specs (YAML/JSON/Markdown) and extracting requirements for feature generation.

epistemology · When evaluating what counts as knowledge, how beliefs are justified, or foundational epistemological questions.

postgres-pro · When tuning PostgreSQL for production performance via indexes, connection pooling, or replication strategy.

ethics · When evaluating AI policy, stakeholder conflicts, or decisions requiring ethical reasoning.

prompt-engineer · When tuning LLM behavior via prompt design, few-shot demonstrations, or chain-of-thought guidance.

video-chunk · When splitting long videos into searchable segments with thumbnails and aligned transcripts.

formal-logic · When checking argument validity via propositional/predicate logic or verifying deductive reasoning.

python-pro · When building production Python with strict typing, 80%+ test coverage, and async I/O optimization.

bio-experimental-design-power-analysis · When planning experiments with statistical power calculations and multiple-comparison corrections.

metaphysics · When evaluating claims about the nature of existence, identity, or what kinds of things are real.

rag-architect · When building domain-specific QA systems that ground responses in corpus documents via semantic search.

political-philosophy · Analyzing legitimacy of power structures and competing justice frameworks.

rails-expert · Building production Rails apps with real-time updates and background job processing.

empathy-mapping · Synthesizing research into stakeholder profiles during empathize phase of design.

cardiovascular-fitness · Designing evidence-based aerobic training units in PE with baseline and progression assessment.

react-expert · Building modern React architectures with Server Components and minimal client-side state.

apply-migration · Applying schema changes to Supabase with transactional safety and verification logging.