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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...
Swift package development with SPM. Use for Package.swift, public APIs, DocC, XCTest, XCFrameworks, and library publishing. Extends meta-library-dev.
Convert Java code to idiomatic Rust. Use when migrating Java projects to Rust, translating Java patterns to idiomatic Rust, or refactoring Java codebases. Extends meta-convert-dev with Java-to-Rust specific pat...
Convert Go code to idiomatic Rust. Use when migrating Go projects to Rust, translating Go patterns to idiomatic Rust, or refactoring Go codebases. Extends meta-convert-dev with Go-to-Rust specific patterns.
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 perfo...
F#-specific library development patterns. Use when creating F# libraries, designing functional APIs, configuring .fsproj and NuGet packages, writing XML documentation, ensuring C# interop, or publishing to NuGe...
Configure and manage data quality tests, profiling, alerts, and incidents in OpenMetadata. Use when setting up quality tests, configuring profiler workflows, creating observability alerts, or triaging data qual...
Convert Python code to idiomatic Clojure. Use when migrating Python projects to Clojure, translating Python patterns to idiomatic Clojure, or refactoring Python codebases to leverage functional programming. Ext...
Foundational Haskell patterns covering pure functional programming, type system, type classes, monads, and common idioms. Use when writing Haskell code, understanding pure functions, working with Maybe/Either,...
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.
Foundational Swift development patterns covering modern Swift syntax, SwiftUI, protocol-oriented programming, and Cocoa Touch frameworks. Use when writing Swift code, building iOS/macOS/watchOS/tvOS application...
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 designi...
Convert Python code to idiomatic Erlang. Use when migrating Python projects to Erlang, translating Python patterns to idiomatic Erlang, or refactoring Python codebases for fault-tolerance, distributed computing...
Convert Roc code to idiomatic Clojure. Use when migrating Roc projects to Clojure, translating Roc patterns to idiomatic Clojure, or refactoring Roc codebases into Clojure. Extends meta-convert-dev with Roc-to-...
Convert Clojure code to idiomatic F#. Use when migrating Clojure projects to F#, translating Clojure patterns to idiomatic F#, or refactoring Clojure codebases to the .NET platform. Extends meta-convert-dev wit...
Foundational C programming patterns covering type system, memory management, pointers, arrays, preprocessor, compilation, concurrency (pthreads, mutexes, atomics), serialization (binary, JSON, struct packing),...
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