ar4mirez
83 verified skills632 total stars
r-guide
R language guardrails, patterns, and best practices for AI-assisted development. Use when working with R files (.R, .Rmd, .qmd), DESCRIPTION, or when the user mentions R/RStudio. Provides tidyverse conventions, vectorization patterns, R Markdown guidelines, and testing standards specific to this project's coding standards.
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symfony
Symfony 7+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Symfony projects, or when the user mentions Symfony. Provides Doctrine ORM, Twig templates, bundles, services, and security guidelines.
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zig-guide
Zig language guardrails, patterns, and best practices for AI-assisted development. Use when working with Zig files (.zig), build.zig, or when the user mentions Zig. Provides comptime patterns, allocator conventions, C interop guidelines, and testing standards specific to this project's coding standards.
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typescript-guide
TypeScript/JavaScript guardrails, patterns, and best practices for AI-assisted development. Use when working with TypeScript (.ts, .tsx) or JavaScript (.js, .jsx) files, package.json, or tsconfig.json. Provides strict mode conventions, async patterns, testing standards, and module system guidelines.
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unity
Unity game engine guardrails, patterns, and best practices for AI-assisted development. Use when working with Unity projects, or when the user mentions Unity game development. Provides MonoBehaviour patterns, component architecture, physics, UI, and scripting guidelines.
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axum
Axum framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Axum projects, or when the user mentions Axum framework. Provides Tower integration, async handlers, extractors, and type-safe routing guidelines.
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actix-web
Actix-web framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Actix-web projects, or when the user mentions Actix-web. Provides actor patterns, async handlers, extractors, and high-performance web guidelines.
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algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
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android-compose
Jetpack Compose framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Android Compose projects, or when the user mentions Jetpack Compose. Provides composable patterns, state management, Material 3, navigation, and lifecycle guidelines.
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aspnet-core
ASP.NET Core framework guardrails, patterns, and best practices for AI-assisted development. Use when working with ASP.NET Core projects, or when the user mentions ASP.NET Core. Provides Minimal APIs, EF Core, authentication, middleware, and deployment guidelines.
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assembly-guide
Assembly language guardrails, patterns, and best practices for AI-assisted development. Use when working with assembly files (.asm, .s, .S), or when the user mentions Assembly/x86/ARM. Provides calling convention guidelines, register usage patterns, and debugging techniques specific to this project's coding standards.
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cleanup-project
Project cleanup and pruning workflow. Use when removing unused guides, cleaning up stale components, or streamlining an Samuel installation to match actual project needs.
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code-review
Pre-commit code quality review workflow. Use before committing changes to verify code quality, security, testing coverage, and adherence to project conventions. Supports both automated checking and interactive review modes.
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commit-message
Generate descriptive commit messages by analyzing git diffs. Use when the user asks for help writing commit messages, reviewing staged changes, or wants to commit with a well-formatted message following conventional commits format.
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cpp-guide
C/C++ language guardrails, patterns, and best practices for AI-assisted development. Use when working with C/C++ files (.c, .cpp, .h, .hpp), CMakeLists.txt, or when the user mentions C/C++. Provides RAII patterns, smart pointer guidelines, move semantics, and testing standards specific to this project's coding standards.
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create-rfd
Request for Discussion (RFD) creation workflow. Use when exploring technical options, building consensus on architecture decisions, or documenting design rationale before implementation begins. Creates structured documents that capture problem context, evaluate alternatives, and preserve decision-making rationale.
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cuda-guide
CUDA/GPU computing guardrails, patterns, and best practices for AI-assisted development. Use when working with CUDA files (.cu, .cuh), or when the user mentions CUDA/GPU programming. Provides kernel design patterns, memory hierarchy guidelines, and occupancy optimization specific to this project's coding standards.
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dart-guide
Dart language guardrails, patterns, and best practices for AI-assisted development. Use when working with Dart files (.dart), pubspec.yaml, or when the user mentions Dart/Flutter. Provides null safety patterns, async/await guidelines, Flutter integration conventions, and testing standards specific to this project's coding standards.
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dependency-update
Safe dependency update workflow. Use when upgrading packages, resolving vulnerability alerts, updating major versions, or auditing dependency health across project ecosystems.
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echo
Echo framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Echo projects, or when the user mentions Echo framework. Provides middleware patterns, routing, context handling, and REST API guidelines.
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express
Express.js framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Express.js projects, or when the user mentions Express. Provides middleware patterns, routing, error handling, and REST API guidelines.
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fastapi
FastAPI framework guardrails, patterns, and best practices for AI-assisted development. Use when working with FastAPI projects, or when the user mentions FastAPI. Provides async patterns, Pydantic models, dependency injection, and OpenAPI guidelines.
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frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use when the user asks to build web components, pages, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
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generate-agents-md
Cross-tool compatibility workflow. Use when generating AGENTS.md files for compatibility with other AI coding tools, or creating tool-specific instruction files from CLAUDE.md.
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generate-tasks
Task generation and breakdown workflow. Use when decomposing a PRD or complex feature into implementable subtasks with clear acceptance criteria and dependencies.
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java-guide
Java language guardrails, patterns, and best practices for AI-assisted development. Use when working with Java files (.java), pom.xml, build.gradle, or when the user mentions Java. Provides modern Java patterns (records, sealed classes, streams), testing standards, and Spring conventions specific to this project's coding standards.
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kotlin-guide
Kotlin language guardrails, patterns, and best practices for AI-assisted development. Use when working with Kotlin files (.kt, .kts), build.gradle.kts, or when the user mentions Kotlin. Provides null safety patterns, coroutine guidelines, data class conventions, and testing standards specific to this project's coding standards.
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ktor
Ktor framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Ktor projects, or when the user mentions Ktor. Provides coroutine-based routing, plugins, serialization, and server/client guidelines.
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micronaut
Micronaut framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Micronaut projects, or when the user mentions Micronaut. Provides compile-time DI, HTTP server/client, data access, and cloud-native guidelines.
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python-guide
Python guardrails, patterns, and best practices for AI-assisted development. Use when working with Python files (.py), requirements.txt, pyproject.toml, or when the user mentions Python. Provides type hint conventions, virtual environment standards, testing with pytest, and async patterns.
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rocket
Rocket framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Rocket projects, or when the user mentions Rocket framework. Provides type-safe routing, request guards, fairings, and macro-based handler guidelines.
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security-audit
Security assessment workflow. Use when reviewing code for vulnerabilities, performing OWASP checks, auditing authentication/authorization logic, or validating security controls before deployment.
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shell-guide
Shell/Bash scripting guardrails, patterns, and best practices for AI-assisted development. Use when working with shell scripts (.sh, .bash), Makefiles, or when the user mentions Bash/Shell. Provides POSIX compliance guidelines, error handling patterns, and ShellCheck rules specific to this project's coding standards.
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spring-boot-kotlin
Spring Boot with Kotlin framework guardrails, patterns, and best practices. Use when working with Spring Boot Kotlin projects, or when the user mentions Spring Boot with Kotlin. Provides coroutine patterns, WebFlux, JPA, security, and idiomatic Kotlin-Spring guidelines.
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sql-guide
SQL language guardrails, patterns, and best practices for AI-assisted development. Use when working with SQL files (.sql), database migrations, or when the user mentions SQL/databases. Provides query optimization patterns, indexing guidelines, transaction management, and migration standards specific to this project's coding standards.
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testing-strategy
Test planning and coverage strategy workflow. Use when designing test suites, establishing coverage targets, planning TDD approaches, or assessing testing gaps in existing codebases.
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theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact, or generate a new theme on-the-fly.
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troubleshooting
Debugging and problem-solving workflow. Use when stuck on an issue for more than 30 minutes, encountering cryptic errors, or needing a systematic approach to diagnose and fix problems.
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update-framework
Samuel version update workflow. Use when upgrading to a new Samuel version, migrating framework configurations, or applying upstream template changes while preserving local customizations.
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vapor
Vapor framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Vapor projects, or when the user mentions Vapor. Provides Fluent ORM, async Swift, routing, middleware, and server-side Swift guidelines.
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webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. Use when testing web apps, automating browser interactions, or debugging frontend issues.
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web-artifacts-builder
Suite of tools for creating elaborate, multi-component web applications using modern frontend technologies (React, Tailwind CSS, shadcn/ui). Use for complex projects requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX pages.
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wordpress
WordPress framework guardrails, patterns, and best practices for AI-assisted development. Use when working with WordPress projects, or when the user mentions WordPress. Provides theme development, plugin architecture, REST API, blocks, and security guidelines.
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solidity-guide
Solidity/Ethereum guardrails, patterns, and best practices for AI-assisted development. Use when working with Solidity files (.sol), or when the user mentions Solidity/Ethereum/smart contracts. Provides gas optimization patterns, reentrancy prevention, upgradeable contract guidelines, and testing standards specific to this project's coding standards.
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django
Django 5+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Django projects, or when the user mentions Django. Provides ORM patterns, views, templates, DRF, admin, and security guidelines.
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auto
Autonomous AI coding loop (Ralph Wiggum methodology). Use when running AI agents in unattended/autonomous mode to independently select and complete tasks from a structured task list (prd.json). Enables AFK development across multiple context windows.
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create-skill
Agent Skill creation workflow. Use when creating new reusable AI agent skills, scaffolding skill directories, or converting existing guides into the portable Agent Skills standard format.
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document-work
Work documentation and pattern capture workflow. Use after completing significant work to capture patterns, decisions, and learnings in project memory files for future reference.
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flask
Flask framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Flask projects, or when the user mentions Flask. Provides blueprint patterns, extensions, Jinja2 templates, and REST API guidelines.
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gin
Gin framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Gin projects, or when the user mentions Gin framework. Provides middleware patterns, routing, validation, error handling, and REST API guidelines.
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hanami
Hanami 2+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Hanami projects, or when the user mentions Hanami. Provides clean architecture, dry-rb integration, ROM, and modular design guidelines.
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initialize-project
Project initialization and setup workflow. Use when starting a new project, setting up AI-assisted development environment, or bootstrapping an existing codebase with Samuel framework structure.
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laravel
Laravel 11+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Laravel projects, or when the user mentions Laravel. Provides Eloquent ORM, Blade templates, routing, middleware, and queue guidelines.
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nextjs
Next.js 14+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Next.js projects, or when the user mentions Next.js/Next. Provides App Router patterns, server components, data fetching, and deployment guidelines.
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quarkus
Quarkus framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Quarkus projects, or when the user mentions Quarkus. Provides CDI, RESTEasy, Panache, GraalVM native, and reactive guidelines.
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react
React 18+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with React projects (.jsx/.tsx files), or when the user mentions React. Provides component patterns, hooks, state management, testing, and performance guidelines.
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rust-guide
Rust guardrails, patterns, and best practices for AI-assisted development. Use when working with Rust files (.rs), Cargo.toml, or when the user mentions Rust. Provides ownership conventions, error handling with Result/Option, testing standards, and unsafe code guidelines.
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shelf
Shelf framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Shelf (Dart HTTP server) projects, or when the user mentions Shelf. Provides middleware patterns, request handling, pipeline composition, and server guidelines.
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sinatra
Sinatra framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Sinatra projects, or when the user mentions Sinatra. Provides lightweight Ruby web patterns, routing DSL, middleware, and REST API guidelines.
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spring-boot-java
Spring Boot (Java) framework guardrails, patterns, and best practices. Use when working with Spring Boot Java projects, or when the user mentions Spring Boot. Provides JPA, Security, REST, WebFlux, and enterprise Java guidelines.
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swift-guide
Swift language guardrails, patterns, and best practices for AI-assisted development. Use when working with Swift files (.swift), Package.swift, or when the user mentions Swift. Provides optionals handling, protocol-oriented patterns, concurrency with async/await, and testing standards specific to this project's coding standards.
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uikit
UIKit framework guardrails, patterns, and best practices for AI-assisted development. Use when working with UIKit projects, or when the user mentions UIKit. Provides view controller patterns, Auto Layout, table/collection views, and navigation guidelines.
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go-guide
Go language guardrails, patterns, and best practices for AI-assisted development. Use when working with Go files (.go), go.mod, or when the user mentions Go/Golang. Provides project structure conventions, error handling patterns, testing standards, and concurrency guidelines specific to this project's coding standards.
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create-prd
Product Requirements Document (PRD) creation workflow. Use when defining implementation requirements for complex features, new subsystems, or any task affecting more than 10 files.
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flutter
Flutter framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Flutter projects, or when the user mentions Flutter. Provides widget patterns, state management (Riverpod), navigation, and cross-platform guidelines.
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blazor
Blazor framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Blazor projects, or when the user mentions Blazor. Provides WebAssembly/Server patterns, component lifecycle, SignalR, and state management guidelines.
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csharp-guide
C# language guardrails, patterns, and best practices for AI-assisted development. Use when working with C# files (.cs, .csx), .csproj, .sln, or when the user mentions C#/.NET. Provides nullable reference types, async/await patterns, LINQ guidelines, and testing standards specific to this project's coding standards.
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doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar tasks.
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dart-frog
Dart Frog framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Dart Frog projects, or when the user mentions Dart Frog. Provides file-based routing, middleware, dependency injection, and server-side Dart guidelines.
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fiber
Fiber framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Fiber projects, or when the user mentions Fiber framework. Provides Express-style routing, middleware, high-performance patterns, and REST API guidelines.
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html-css-guide
HTML and CSS guardrails, patterns, and best practices for AI-assisted development. Use when working with HTML/CSS files (.html, .css, .scss, .less), or when the user mentions HTML/CSS. Provides semantic HTML guidelines, accessibility standards, modern CSS patterns, and responsive design conventions specific to this project's coding standards.
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mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
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php-guide
PHP language guardrails, patterns, and best practices for AI-assisted development. Use when working with PHP files (.php), composer.json, or when the user mentions PHP. Provides type declaration patterns, Composer conventions, PSR standards, and testing guidelines specific to this project's coding standards.
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lua-guide
Lua language guardrails, patterns, and best practices for AI-assisted development. Use when working with Lua files (.lua), or when the user mentions Lua/LuaJIT/Neovim/Love2D. Provides table patterns, metatable guidelines, coroutine usage, and embedding conventions specific to this project's coding standards.
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sync-claude-md
Sync per-folder CLAUDE.md and AGENTS.md files with context-aware content. Use after structural changes, adding new directories, refactoring, or periodic maintenance to keep folder-level AI instructions current.
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rails
Rails 7+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Rails projects, or when the user mentions Ruby on Rails. Provides ActiveRecord, Hotwire/Turbo, Action Cable, and convention-over-configuration guidelines.
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ruby-guide
Ruby language guardrails, patterns, and best practices for AI-assisted development. Use when working with Ruby files (.rb), Gemfile, Rakefile, or when the user mentions Ruby. Provides block/proc patterns, metaprogramming guidelines, Bundler conventions, and testing standards specific to this project's coding standards.
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refactoring
Technical debt remediation and code restructuring workflow. Use when improving code structure, reducing complexity, extracting abstractions, or paying down accumulated technical debt.
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swiftui
SwiftUI framework guardrails, patterns, and best practices for AI-assisted development. Use when working with SwiftUI projects, or when the user mentions SwiftUI. Provides declarative UI patterns, state management, Combine, navigation, and accessibility guidelines.
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ralph
Ralph methodology — Samuel's default iteration loop. Plan, edit, verify, reflect; repeat until quality checks pass or max iterations is reached. Use when the user asks Samuel to "drive" a task autonomously, run a TDD loop, or apply the default methodology body. Bodies arrive in Milestone 4 (PRD 0004); this placeholder exists so the embedded built-ins directory is non-empty after `samuel init`.
testing
create-skill
Scaffold a new Agent Skill for Samuel. Generates the directory layout, SKILL.md frontmatter, and the manifest entries required for the skill to load via Samuel's plugin loader. Use when the user asks to "create a skill", "add a new skill", or "scaffold an Agent Skill".
tools
sync
Per-folder AGENTS.md generator. Walks the project tree, analyzes each directory's languages and key files, and writes AGENTS.md (only) into every folder that lacks a user-customized one. Drop-in replacement for v1's per-folder context sync; tool-specific context files now belong to translator plugins instead of the core framework. Use when the user asks to "sync the project", "regenerate AGENTS.md", or "refresh the per-folder context".
tools
generate-agents-md
Generate a root AGENTS.md for a project from `samuel.toml` defaults (default methodology, guardrails, plugin list). Internally folded into `samuel sync` — kept as a discrete built-in so legacy invokers that reach for "generate-agents-md" still resolve to a manifest. Use when the user explicitly says "generate the root AGENTS.md" or a tool installer needs the pre-v2 name.
tools