Senior Java & Spring Boot 4 / Spring Framework 7 architect skill for 2026-standard development. Use when the user asks to build, scaffold, design, review, or explain Java applications using Spring Boot 4.x, Spring Framework 7.x, Spring Modulith, or any related Spring ecosystem project. Triggers include: creating REST…
A workflow for moving internationalized text from CopyTuner, a centralized translation-management service, into Rails' local YAML translation files one key prefix at a time.
Migrates Maven projects to Gradle Kotlin DSL (build.gradle.kts) with version catalogs (libs.versions.toml). Covers single-module and multi-module projects, Spring Boot starter-parent conversion, dependency-scope and BOM mapping, Maven plugin to Gradle plugin translation, and Maven profile equivalents. Also supports a…
Use this skill when the user asks about Clean Architecture in Python — not generic theory, but the specific layer conventions (l1entities, l2usecases, l3interfaceadapters, l4frameworksanddrivers), folder patterns, boundary interfaces, and .importlinter.ini contracts from CJHwong/py-clean-architecture-examples. Fetches…
Write TypeScript code using the Thinkwell framework. Covers the @JSONSchema syntax, Plan fluent API, agent lifecycle, tools, skills, thought streams, and the thinkwell CLI.
Generate NuClaw-compliant Rust code. Use when: create a new module, add a new provider, implement a channel handler, write database operations, add configuration, write tests. Triggers: write rust code for nuclaw, implement this feature in nuclaw, add a new channel/provider, generate tests for nuclaw module. Output…
Samurai scoped testing framework for Go (github.com/zerosixty/samurai). MUST use when writing, modifying, reviewing, or debugging Go tests that import samurai, or reference samurai.Run, samurai.RunWith, samurai.Scope, samurai.TestScope, samurai.W, or samurai.BaseContext.
A command-line tool for managing iKuai routers through their local HTTP API. It covers monitoring, network settings, users, security rules, and system administration, with output suited to scripts and AI agents.
Spring Boot version upgrade paths from v2.x through v4.0. javax to jakarta migration, Spring Security 5 to 7, RestTemplate to RestClient, virtual threads, OpenRewrite recipes, and progressive migration strategies.
Version: 1.0.0 Target: .NET 8.0+ with Blazor Server/WebAssembly UI Library: Microsoft Fluent UI Blazor Components Purpose: Fast lookup for common Blazor patterns and best practices.
A Chinese-language skill for iterating on Solution.cpp, the C++ program for an NSLB leaf-spine network load-balancing challenge, to improve its online evaluation score.
Tool-neutral CLI agent rules for TI MSPM0 development with SysConfig, DriverLib, CCS, Keil/uVision, CMake/GCC/OpenOCD, and supported board references. Use when an agent needs to inspect or modify MSPM0 projects, validate SysConfig output, package examples, or work on NUEDC embedded firmware.
Build and debug Pydantic AI v2 agents using best practices for dependencies, instructions, tools, capabilities, hooks, and structured output validation. Use when the user wants to: (1) Create a new Pydantic AI agent, (2) Debug or fix an existing agent, (3) Add features like tools, validators, capabilities, hooks, or…
A testing and quality-checking toolkit for running an application, finding bugs, and creating automated tests. It supports API tests and browser-based UI tests in Python or Java.
Guide for training PyTorch models using this template's config-driven pipeline. Use this skill whenever the user wants to: train a model, create experiment configs (run.yaml / opt.yaml / best.yaml), run hyperparameter optimization (HPO) with Optuna, extract best parameters from an HPO study, set up a new experiment…
Plan, implement, audit, and review C#/.NET SwiftlyS2 plugins. Use when working with Commands, Core Events, Game Events, GameHooks Pre/Post, raw native hooks, Modules, Workers, Services, high-frequency runtime loops, NetMessages, Schema access, entity handling, thread safety, performance, or IPlayer lifecycle behavior.
C/C++/CAPL best practices for automotive embedded systems. This skill should be used when writing, reviewing, or refactoring embedded C/C++ code or CAPL scripts targeting automotive ECUs, following MISRA, AUTOSAR, ISO 26262, and ISO 21434 guidelines. Triggers on tasks involving embedded firmware, CAN/CAN…
Build or modify Django and Django REST Framework applications using the user's preferred service-oriented structure. Use when working on Django settings, Pydantic environment validation, PostgreSQL, DRF APIs without viewsets, serializers, services, schemas, constants, media/static storage, Docker, tests, migrations…
Error handling patterns for Go including error wrapping, custom errors, sentinel errors, and error checking best practices. Use when implementing error handling, defining error types, or working with error flows.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: