Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Use OpenMetadata UI for data discovery, governance, and collaboration. Use when searching for data assets, managing descriptions and ownership, creating glossary terms, setting up data contracts, or tracking da...
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, optimizing for cost or latency, implementing long-running agent systems, agents exhaust m...
Kotlin-specific library development patterns. Use when creating Kotlin libraries, designing idiomatic Kotlin APIs with extension functions and DSLs, configuring Gradle Kotlin DSL (build.gradle.kts), managing mu...
Foundational C# patterns covering LINQ, async/await, nullable types, records, and pattern matching. Use when writing C# code or needing guidance on C# features. This is the entry point for C# development.
Scala-specific library development patterns. Use when creating Scala libraries, designing public APIs with immutability, configuring sbt/Mill build tools, managing cross-Scala version builds, publishing to Mave...
Guide for translating code between programming languages. Use when converting code from one language to another, planning language migrations, understanding conversion challenges, asking about type mappings, id...
Convert Elixir code to idiomatic Roc. Use when migrating Elixir projects to Roc, translating BEAM/OTP patterns to platform-based architecture, or refactoring Elixir codebases. Extends meta-convert-dev with Elix...
C library development patterns covering API design, header organization, memory management for libraries, ABI stability, build system integration, documentation with Doxygen, testing frameworks, and packaging....
Convert Elixir code to idiomatic F#. Use when migrating Elixir projects to F#, translating BEAM actor patterns to .NET MailboxProcessor, or refactoring Elixir codebases for static typing and .NET integration. E...
Convert Roc code to idiomatic Erlang. Use when migrating Roc projects to Erlang/OTP, translating functional patterns to process-based architectures, or refactoring Roc codebases. Extends meta-convert-dev with R...
Foundational Kotlin patterns covering null safety, coroutines, data classes, extension functions, and Kotlin idioms. Use when writing Kotlin code or needing guidance on Kotlin development. This is the entry poi...
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 pipeli...
Roc-specific library and platform development patterns. Use when creating reusable Roc packages, developing custom platforms, organizing package modules, exposing public APIs, managing platform interfaces, or p...
Administer OpenMetadata platform including users, teams, bots, roles, policies, and security. Use when managing access control, configuring SSO, creating service accounts, setting up team hierarchies, or troubl...
Convert Clojure code to idiomatic Haskell. Use when migrating Clojure projects to Haskell, translating Clojure patterns to idiomatic Haskell, or refactoring Clojure codebases. Extends meta-convert-dev with Cloj...
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 writin...
.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...
Foundational F# patterns covering functional-first programming, type providers, computation expressions, and domain modeling. Use when writing F# code, understanding functional patterns, working with type provi...
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 we...
Convert Elm code to idiomatic Elixir. Use when migrating Elm frontend applications to Elixir (Phoenix LiveView), translating Elm's functional patterns to Elixir, or refactoring Elm codebases to leverage OTP. Ex...
Convert Elixir code to idiomatic Erlang. 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 s...
Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested.
Convert Erlang code to idiomatic Elixir. Use when migrating Erlang/OTP applications to Elixir, translating gen_server behaviors to GenServer, or refactoring BEAM VM code to leverage Elixir's modern syntax and t...
Elixir-specific library development patterns covering Hex package creation, OTP application design, Mix configuration, ExDoc documentation, typespecs, Dialyzer integration, and publishing best practices. Use wh...
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