ml-pipeline-workflow
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
distributed-tracing
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.
grafana-dashboards
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.
prometheus-configuration
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
slo-implementation
Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.
billing-automation
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.
paypal-integration
Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.
pci-compliance
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.
convert-elm-erlang
Bidirectional conversion between Elm and Erlang. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Elm↔Erlang specific patterns.
swift-charts
Building data visualizations in SwiftUI using Apple's Swift Charts framework
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design-tokens-extraction
Extract design tokens (colors, typography, spacing, shadows) from Figma, Sketch, and Penpot design files via MCP servers and normalize to W3C format
cicd-bitbucket-pipelines-dev
Develop and troubleshoot Bitbucket Pipelines. Use when creating pipelines, debugging build failures, understanding Bitbucket-specific features like pipes and deployments, or optimizing pipeline performance.
cicd-bitbucket-pipes-dev
Develop custom Bitbucket Pipes for reusable CI/CD components. Use when creating pipes for organization-wide use, building Docker-based automation steps, packaging pipes for the Atlassian Marketplace, or designing reusable pipeline components.
cicd-gitea-actions-dev
Develop custom Gitea Actions (composite or Docker-based). Use when creating reusable actions for Gitea, building action.yml files, packaging actions for distribution, or porting GitHub Actions to Gitea.
cicd-gitea-workflows-dev
Develop and troubleshoot Gitea Actions workflows. Use when creating workflow YAML files, debugging CI failures, understanding Gitea-specific syntax differences from GitHub Actions, or migrating workflows between platforms.
cicd-github-workflow-dev
Develop and troubleshoot GitHub Actions workflows and CI configurations. Use when creating workflows, debugging CI failures, understanding job logs, or optimizing CI pipelines.
cicd-github-workflow-ops
Systematic review and debugging of GitHub Actions workflows. Use when reviewing PRs, debugging failed actions, analyzing workflow efficiency, or making decisions about which actions to use.
cicd-gitlab-components-dev
Develop reusable GitLab CI/CD components and templates. Use when creating CI/CD component libraries, building include templates, packaging components for the CI/CD Catalog, or designing organization-wide pipeline templates.
cicd-gitlab-pipelines-dev
Develop and troubleshoot GitLab CI/CD pipelines. Use when creating pipeline YAML files, debugging job failures, understanding GitLab-specific features like DAG, rules, and includes, or optimizing pipeline performance.
cicd-tekton-pipelines-dev
Develop and troubleshoot Tekton Pipelines on Kubernetes. Use when creating cloud-native CI/CD pipelines, debugging TaskRuns and PipelineRuns, understanding Tekton CRDs, or building reusable Tasks and Pipelines.
cicd-tekton-tasks-dev
Develop custom Tekton Tasks and reusable pipeline components. Use when creating Tasks for Tekton Hub, building ClusterTasks, designing parameterized Task libraries, or packaging Tekton components for distribution.
cloud-cloudflare-workers-dev
Cloudflare Workers development guide for building serverless edge applications. Use this skill when creating Workers, configuring wrangler.toml, using D1/KV/R2 storage, implementing Durable Objects, deploying to Cloudflare, or building edge functions with TypeScript.
convert-c-cpp
Convert C code to idiomatic C++. Use when migrating C projects to C++, translating C patterns to modern C++ idioms, or refactoring C codebases into C++. Extends meta-convert-dev with C-to-C++ specific patterns covering all 8 pillars (Module, Error, Concurrency, Metaprogramming, Zero/Default, Serialization, Build, Testing).
convert-c-rust
Convert C code to idiomatic Rust. Use when migrating C projects to Rust, translating C patterns to idiomatic Rust, or refactoring C codebases. Extends meta-convert-dev with C-to-Rust specific patterns covering manual memory management to ownership, pointer safety, type system enhancements, and modernization strategies.
convert-clojure-elixir
Bidirectional conversion between Clojure and Elixir. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Elixir specific patterns. Use when migrating Clojure/JVM applications to Elixir/BEAM, translating functional Lisp patterns to Elixir, or refactoring immutable data processing to leverage Elixir's actor model and OTP. Extends meta-convert-dev with Clojure-to-Elixir specific patterns.
convert-clojure-elm
Bidirectional conversion between Clojure and Elm. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Elm specific patterns. Use when migrating Clojure projects to Elm, translating functional patterns from JVM to browser, or building type-safe frontends from Clojure logic. Extends meta-convert-dev with Clojure-to-Elm specific patterns for handling dynamic-to-static typing, REPL-driven to TEA architecture, and side effects to managed effects.
convert-clojure-erlang
Bidirectional conversion between Clojure and Erlang. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Erlang specific patterns. Use when migrating Clojure projects to Erlang, translating JVM-based functional code to BEAM, or refactoring Clojure codebases to leverage Erlang's fault tolerance and actor model. Extends meta-convert-dev with Clojure-to-Erlang specific patterns.
convert-clojure-fsharp
Bidirectional conversion between Clojure and Fsharp. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Fsharp specific patterns.
convert-clojure-haskell
Bidirectional conversion between Clojure and Haskell. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Haskell specific patterns. Use when migrating Clojure projects to Haskell, translating Clojure patterns to idiomatic Haskell, or refactoring Clojure codebases. Extends meta-convert-dev with Clojure-to-Haskell specific patterns.
convert-clojure-roc
Bidirectional conversion between Clojure and Roc. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Roc specific patterns. Use when migrating Clojure applications to Roc's platform model, translating dynamic functional code to static functional style, or refactoring REPL-driven code to compile-time verified patterns. Extends meta-convert-dev with Clojure-to-Roc specific patterns.
convert-clojure-scala
Bidirectional conversion between Clojure and Scala. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Clojure↔Scala specific patterns. Use when migrating Clojure projects to Scala, translating Clojure patterns to idiomatic Scala, or refactoring Clojure codebases. Extends meta-convert-dev with Clojure-to-Scala specific patterns.
convert-cpp-rust
Convert C++ code to idiomatic Rust. Use when migrating C++ projects to Rust, translating C++ patterns to idiomatic Rust, or refactoring C++ codebases. Extends meta-convert-dev with C++-to-Rust specific patterns, including FFI-based gradual migration.
convert-elixir-elm
Bidirectional conversion between Elixir and Elm. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Elixir↔Elm specific patterns. Use when migrating server-side Elixir logic to frontend applications, translating BEAM concurrency patterns to The Elm Architecture, or refactoring Elixir codebases for browser-based UI. Extends meta-convert-dev with Elixir-to-Elm specific patterns.
convert-elixir-erlang
Bidirectional conversion between Elixir and Erlang. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Elixir↔Erlang specific patterns. Use when migrating Elixir projects to Erlang, translating Elixir patterns to Erlang idioms, or refactoring Elixir codebases to Erlang. Both run on the BEAM VM with the same OTP framework, making this conversion primarily syntactic with semantic preservation. Extends meta-convert-dev with Elixir-to-Erlang specific patterns.
convert-elixir-fsharp
Bidirectional conversion between Elixir and Fsharp. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Elixir↔Fsharp specific patterns.
convert-elixir-haskell
Bidirectional conversion between Elixir and Haskell. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Elixir↔Haskell specific patterns. Use when migrating Elixir projects to Haskell, translating BEAM actor patterns to pure functional programming with IO monad, or refactoring dynamic OTP behaviors to static typed equivalents. Extends meta-convert-dev with Elixir-to-Haskell specific patterns.
convert-elixir-roc
Bidirectional conversion between Elixir and Roc. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Elixir↔Roc specific patterns. Use when migrating Elixir projects to Roc, translating BEAM/OTP patterns to platform-based architecture, or refactoring Elixir codebases. Extends meta-convert-dev with Elixir-to-Roc specific patterns.
convert-elixir-scala
Bidirectional conversion between Elixir and Scala. Use when migrating projects between these languages in either direction. Extends meta-convert-dev with Elixir↔Scala specific patterns. Use when migrating Elixir/Phoenix applications to Scala, translating BEAM OTP patterns to Akka actors, or refactoring dynamic concurrency to statically-typed JVM patterns. Extends meta-convert-dev with Elixir-to-Scala specific patterns.
lang-cypher-dev
Foundational Cypher (Neo4j) patterns covering graph pattern matching, MATCH/CREATE/MERGE/DELETE operations, relationships, path patterns, aggregation, filtering, and common graph query patterns. Use when writing Cypher queries, modeling graph data, or needing guidance on graph database operations. This is the entry point for Cypher development.
lang-dotnet-dev
Foundational .NET patterns covering runtime, project structure, dependency injection, configuration, metaprogramming, and cross-platform development. Use when working with .NET projects or CLI tools. This is the entry point for .NET development.
lang-dotnet-library-dev
.NET/C#-specific library development patterns. Use when creating NuGet packages, configuring .csproj for libraries, implementing multi-targeting, designing public APIs, generating XML documentation, publishing to NuGet, or applying .NET library best practices. Extends meta-library-dev with .NET tooling and ecosystem patterns.
lang-elixir-dev
Foundational Elixir patterns covering modules, pattern matching, processes, OTP behaviors (GenServer, Supervisor), Phoenix framework basics, and functional programming idioms. Use when writing Elixir code, building concurrent systems, working with Phoenix, or needing guidance on Elixir development patterns. This is the entry point for Elixir development.
lang-elixir-library-dev
Elixir-specific library development patterns covering Hex package creation, OTP application design, Mix configuration, ExDoc documentation, typespecs, Dialyzer integration, and publishing best practices. Use when creating Elixir libraries, designing public APIs with OTP principles, managing dependencies, or publishing to Hex.pm. Extends meta-library-dev with Elixir ecosystem tooling.
elixir-architect
Use when designing or architecting Elixir/Phoenix applications, creating comprehensive project documentation, planning OTP supervision trees, defining domain models with Ash Framework, structuring multi-app projects with path-based dependencies, or preparing handoff documentation for Director/Implementor AI collaboration
lang-elm-dev
Foundational Elm development patterns covering The Elm Architecture (TEA), type-safe frontend development, and core language features. Use when building Elm applications, understanding functional patterns in web development, working with union types and Maybe/Result, or needing guidance on Elm tooling and ecosystem.
lang-elm-library-dev
Elm-specific library/package development patterns. Use when creating Elm packages, designing pure functional APIs, configuring elm.json for libraries, writing documentation comments, publishing to package.elm-lang.org, or managing semantic versioning in pure functional context. Extends meta-library-dev with Elm tooling and ecosystem patterns.
lang-erlang-dev
Foundational Erlang patterns covering OTP behaviors, fault-tolerant systems, distributed computing, pattern matching, processes, and supervision trees. Use when writing Erlang code, building concurrent systems, working with OTP frameworks, or developing distributed fault-tolerant applications. This is the entry point for Erlang development.
lang-erlang-library-dev
Erlang-specific library development patterns. Use when creating OTP libraries, designing public APIs with process patterns, configuring rebar3, managing application resources, publishing to Hex, or writing EDoc. Extends meta-library-dev with Erlang/OTP tooling and idioms.
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