samuelpkg/skills

Canonical skill-tier monorepo for the Samuel v2 plugin ecosystem.

Each top-level subdirectory is one installable skill plugin; the public registry references them via subpath = "<name>". The layout mirrors anthropics/skills — one repo, one PR queue, one place to land contributions.

The architectural rationale and the cut line versus per-repo hosting for wasm/oci tiers is documented in RFD 0012.

Install a skill

samuel install <skill-name>

samuel install resolves names through samuelpkg/samuel-registry; the registry knows which entries are subpath-vendored here and clones only the relevant subtree.

Skills index

Name	Description
actix-web	Actix-web framework guardrails, patterns, and best practices for AI-assisted development.
android-compose	Jetpack Compose framework guardrails, patterns, and best practices for AI-assisted development.
aspnet-core	ASP.NET Core framework guardrails, patterns, and best practices for AI-assisted development.
assembly-guide	Assembly language guardrails, patterns, and best practices for AI-assisted development.
auto	Autonomous AI coding loop (Ralph Wiggum methodology).
axum	Axum framework guardrails, patterns, and best practices for AI-assisted development.
blazor	Blazor framework guardrails, patterns, and best practices for AI-assisted development.
cleanup-project	Project cleanup and pruning workflow.
code-review	Pre-commit code quality review workflow.
commit-message	Generate descriptive commit messages by analyzing git diffs.
cpp-guide	C/C++ language guardrails, patterns, and best practices for AI-assisted development.
create-prd	Product Requirements Document (PRD) creation workflow.
create-rfd	Request for Discussion (RFD) creation workflow.
create-skill	Agent Skill creation workflow.
csharp-guide	C# language guardrails, patterns, and best practices for AI-assisted development.
cuda-guide	CUDA/GPU computing guardrails, patterns, and best practices for AI-assisted development.
dart-frog	Dart Frog framework guardrails, patterns, and best practices for AI-assisted development.
dart-guide	Dart language guardrails, patterns, and best practices for AI-assisted development.
dependency-update	Safe dependency update workflow.
django	Django 5+ framework guardrails, patterns, and best practices for AI-assisted development.
document-work	Work documentation and pattern capture workflow.
echo	Echo framework guardrails, patterns, and best practices for AI-assisted development.
express	Express.js framework guardrails, patterns, and best practices for AI-assisted development.
fastapi	FastAPI framework guardrails, patterns, and best practices for AI-assisted development.
fiber	Fiber framework guardrails, patterns, and best practices for AI-assisted development.
flask	Flask framework guardrails, patterns, and best practices for AI-assisted development.
flutter	Flutter framework guardrails, patterns, and best practices for AI-assisted development.
generate-agents-md	Cross-tool compatibility workflow.
generate-tasks	Task generation and breakdown workflow.
gin	Gin framework guardrails, patterns, and best practices for AI-assisted development.
go-guide	Go language guardrails, patterns, and best practices for AI-assisted development.
hanami	Hanami 2+ framework guardrails, patterns, and best practices for AI-assisted development.
html-css-guide	HTML and CSS guardrails, patterns, and best practices for AI-assisted development.
java-guide	Java language guardrails, patterns, and best practices for AI-assisted development.
kotlin-guide	Kotlin language guardrails, patterns, and best practices for AI-assisted development.
ktor	Ktor framework guardrails, patterns, and best practices for AI-assisted development.
laravel	Laravel 11+ framework guardrails, patterns, and best practices for AI-assisted development.
lua-guide	Lua language guardrails, patterns, and best practices for AI-assisted development.
micronaut	Micronaut framework guardrails, patterns, and best practices for AI-assisted development.
nextjs	Next.js 14+ framework guardrails, patterns, and best practices for AI-assisted development.
php-guide	PHP language guardrails, patterns, and best practices for AI-assisted development.
python-guide	Python guardrails, patterns, and best practices for AI-assisted development.
quarkus	Quarkus framework guardrails, patterns, and best practices for AI-assisted development.
r-guide	R language guardrails, patterns, and best practices for AI-assisted development.
rails	Rails 7+ framework guardrails, patterns, and best practices for AI-assisted development.
react	React 18+ framework guardrails, patterns, and best practices for AI-assisted development.
refactoring	Technical debt remediation and code restructuring workflow.
rocket	Rocket framework guardrails, patterns, and best practices for AI-assisted development.
ruby-guide	Ruby language guardrails, patterns, and best practices for AI-assisted development.
rust-guide	Rust guardrails, patterns, and best practices for AI-assisted development.
security-audit	Security assessment workflow.
shelf	Shelf framework guardrails, patterns, and best practices for AI-assisted development.
shell-guide	Shell/Bash scripting guardrails, patterns, and best practices for AI-assisted development.
sinatra	Sinatra framework guardrails, patterns, and best practices for AI-assisted development.
solidity-guide	Solidity/Ethereum guardrails, patterns, and best practices for AI-assisted development.
spring-boot-java	Spring Boot (Java) framework guardrails, patterns, and best practices.
spring-boot-kotlin	Spring Boot with Kotlin framework guardrails, patterns, and best practices.
sql-guide	SQL language guardrails, patterns, and best practices for AI-assisted development.
swift-guide	Swift language guardrails, patterns, and best practices for AI-assisted development.
swiftui	SwiftUI framework guardrails, patterns, and best practices for AI-assisted development.
symfony	Symfony 7+ framework guardrails, patterns, and best practices for AI-assisted development.
sync-claude-md	Sync per-folder CLAUDE.md and AGENTS.md files with context-aware content.
testing-strategy	Test planning and coverage strategy workflow.
troubleshooting	Debugging and problem-solving workflow.
typescript-guide	TypeScript/JavaScript guardrails, patterns, and best practices for AI-assisted development.
uikit	UIKit framework guardrails, patterns, and best practices for AI-assisted development.
unity	Unity game engine guardrails, patterns, and best practices for AI-assisted development.
vapor	Vapor framework guardrails, patterns, and best practices for AI-assisted development.
wordpress	WordPress framework guardrails, patterns, and best practices for AI-assisted development.
zig-guide	Zig language guardrails, patterns, and best practices for AI-assisted development.
auto	Autonomous AI coding loop (Ralph Wiggum methodology).
cleanup-project	Project cleanup and pruning workflow.
code-review	Pre-commit code quality review workflow.
commit-message	Generate descriptive commit messages by analyzing git diffs.
cpp-guide	C/C++ language guardrails, patterns, and best practices for AI-assisted development.
create-prd	Product Requirements Document (PRD) creation workflow.
create-rfd	Request for Discussion (RFD) creation workflow.
create-skill	Agent Skill creation workflow.
csharp-guide	C# language guardrails, patterns, and best practices for AI-assisted development.
cuda-guide	CUDA/GPU computing guardrails, patterns, and best practices for AI-assisted development.
dart-guide	Dart language guardrails, patterns, and best practices for AI-assisted development.
dependency-update	Safe dependency update workflow.
document-work	Work documentation and pattern capture workflow.
generate-agents-md	Cross-tool compatibility workflow.
generate-tasks	Task generation and breakdown workflow.
go-guide	Go language guardrails, patterns, and best practices for AI-assisted development.
html-css-guide	HTML and CSS guardrails, patterns, and best practices for AI-assisted development.
java-guide	Java language guardrails, patterns, and best practices for AI-assisted development.
kotlin-guide	Kotlin language guardrails, patterns, and best practices for AI-assisted development.
lua-guide	Lua language guardrails, patterns, and best practices for AI-assisted development.
php-guide	PHP language guardrails, patterns, and best practices for AI-assisted development.
python-guide	Python guardrails, patterns, and best practices for AI-assisted development.
r-guide	R language guardrails, patterns, and best practices for AI-assisted development.
react	React 18+ framework guardrails, patterns, and best practices for AI-assisted development.
refactoring	Technical debt remediation and code restructuring workflow.
ruby-guide	Ruby language guardrails, patterns, and best practices for AI-assisted development.
rust-guide	Rust guardrails, patterns, and best practices for AI-assisted development.
security-audit	Security assessment workflow.
shell-guide	Shell/Bash scripting guardrails, patterns, and best practices for AI-assisted development.
solidity-guide	Solidity/Ethereum guardrails, patterns, and best practices for AI-assisted development.
sql-guide	SQL language guardrails, patterns, and best practices for AI-assisted development.
swift-guide	Swift language guardrails, patterns, and best practices for AI-assisted development.
sync-claude-md	Sync per-folder CLAUDE.md and AGENTS.md files with context-aware content.
testing-strategy	Test planning and coverage strategy workflow.
troubleshooting	Debugging and problem-solving workflow.
typescript-guide	TypeScript/JavaScript guardrails, patterns, and best practices for AI-assisted development.
zig-guide	Zig language guardrails, patterns, and best practices for AI-assisted development.
assembly-guide	Assembly language guardrails, patterns, and best practices for AI-assisted development.
cpp-guide	C/C++ language guardrails, patterns, and best practices for AI-assisted development.
csharp-guide	C# language guardrails, patterns, and best practices for AI-assisted development.
cuda-guide	CUDA/GPU computing guardrails, patterns, and best practices for AI-assisted development.
dart-frog	Dart Frog framework guardrails, patterns, and best practices for AI-assisted development.
dart-guide	Dart language guardrails, patterns, and best practices for AI-assisted development.
django	Django 5+ framework guardrails, patterns, and best practices for AI-assisted development.
echo	Echo framework guardrails, patterns, and best practices for AI-assisted development.
express	Express.js framework guardrails, patterns, and best practices for AI-assisted development.
fastapi	FastAPI framework guardrails, patterns, and best practices for AI-assisted development.
fiber	Fiber framework guardrails, patterns, and best practices for AI-assisted development.
flask	Flask framework guardrails, patterns, and best practices for AI-assisted development.
flutter	Flutter framework guardrails, patterns, and best practices for AI-assisted development.
gin	Gin framework guardrails, patterns, and best practices for AI-assisted development.
go-guide	Go language guardrails, patterns, and best practices for AI-assisted development.
hanami	Hanami 2+ framework guardrails, patterns, and best practices for AI-assisted development.
html-css-guide	HTML and CSS guardrails, patterns, and best practices for AI-assisted development.
java-guide	Java language guardrails, patterns, and best practices for AI-assisted development.
kotlin-guide	Kotlin language guardrails, patterns, and best practices for AI-assisted development.
ktor	Ktor framework guardrails, patterns, and best practices for AI-assisted development.
laravel	Laravel 11+ framework guardrails, patterns, and best practices for AI-assisted development.
lua-guide	Lua language guardrails, patterns, and best practices for AI-assisted development.
micronaut	Micronaut framework guardrails, patterns, and best practices for AI-assisted development.
nextjs	Next.js 14+ framework guardrails, patterns, and best practices for AI-assisted development.
php-guide	PHP language guardrails, patterns, and best practices for AI-assisted development.
python-guide	Python guardrails, patterns, and best practices for AI-assisted development.
quarkus	Quarkus framework guardrails, patterns, and best practices for AI-assisted development.
r-guide	R language guardrails, patterns, and best practices for AI-assisted development.
rails	Rails 7+ framework guardrails, patterns, and best practices for AI-assisted development.
react	React 18+ framework guardrails, patterns, and best practices for AI-assisted development.
rocket	Rocket framework guardrails, patterns, and best practices for AI-assisted development.
react	React 18+ framework guardrails and patterns.
react	React 18+ framework guardrails and patterns.
refactoring	Technical debt remediation and code restructuring workflow.
security-audit	Security assessment workflow.
sync-claude-md	Sync per-folder CLAUDE.md and AGENTS.md files with context-aware content.
testing-strategy	Test planning and coverage strategy workflow.
troubleshooting	Debugging and problem-solving workflow.
ruby-guide	Ruby language guardrails, patterns, and best practices for AI-assisted development.
rust-guide	Rust guardrails, patterns, and best practices for AI-assisted development.
shelf	Shelf framework guardrails, patterns, and best practices for AI-assisted development.
shell-guide	Shell/Bash scripting guardrails, patterns, and best practices for AI-assisted development.
sinatra	Sinatra framework guardrails, patterns, and best practices for AI-assisted development.
solidity-guide	Solidity/Ethereum guardrails, patterns, and best practices for AI-assisted development.
spring-boot-java	Spring Boot (Java) framework guardrails, patterns, and best practices.
spring-boot-kotlin	Spring Boot with Kotlin framework guardrails, patterns, and best practices.
sql-guide	SQL language guardrails, patterns, and best practices for AI-assisted development.
swift-guide	Swift language guardrails, patterns, and best practices for AI-assisted development.
swiftui	SwiftUI framework guardrails, patterns, and best practices for AI-assisted development.
symfony	Symfony 7+ framework guardrails, patterns, and best practices for AI-assisted development.
typescript-guide	TypeScript/JavaScript guardrails, patterns, and best practices for AI-assisted development.
uikit	UIKit framework guardrails, patterns, and best practices for AI-assisted development.
unity	Unity game engine guardrails, patterns, and best practices for AI-assisted development.
vapor	Vapor framework guardrails, patterns, and best practices for AI-assisted development.
wordpress	WordPress framework guardrails, patterns, and best practices for AI-assisted development.
zig-guide	Zig language guardrails, patterns, and best practices for AI-assisted development.

The table grows one row per migrated skill; the full plan for fanning out the remaining samuelpkg/samuel-* skill repos is tracked in RFD 0012.

Contributing a new skill

See CONTRIBUTING.md for the full workflow. The short version:

1. Create a top-level directory matching your skill's name (kebab-case).
2. Add SKILL.md (the human-and-agent-readable body) and samuel-plugin.toml (the manifest).
3. Open a PR. CODEOWNERS scopes review to the affected subpath.
4. After merge, open a second PR against samuelpkg/samuel-registry adding the registry entry.

When this repo is wrong for your plugin

• You need versioned releases. The monorepo's tag namespace is shared; a skill that wants vX.Y.Z tagged releases belongs in its own repo until RFD 0012 §2c lands a prefixed-tag convention.
• Your plugin is wasm or oci tier. Those keep per-repo hosting to preserve the cosign identity boundary. See the plugin authors guide for the right scaffold.

License

MIT — see LICENSE. Plugins that vendor third-party content carry their own attribution in the subdirectory's samuel-plugin.toml authors field; the monorepo license covers Samuel-original contributions only.