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uloop-hello-world

Sample hello world tool via uloop CLI. Use when you need to test the MCP tool system or see an example of custom tool implementation.

hatayama
hatayama
13613

uloop-execute-dynamic-code

Execute C# code dynamically in Unity Editor via uloop CLI. Use for editor automation: (1) Prefab/material wiring and AddComponent operations, (2) Reference wiring with SerializedObject, (3) Scene/hierarchy edits and batch operations. NOT for file I/O or script authoring.

hatayama
hatayama
13613

uloop-get-logs

Check Unity Console logs. Use when: checking logs, debugging errors, investigating failures, or when user asks about console output. Key options: --log-type (Error/Warning/Log/All), --max-count, --search-text. Retrieves errors, warnings, and Debug.Log messages.

hatayama
hatayama
13613

uloop-get-hierarchy

Get Unity Hierarchy structure. Use when: inspecting scene structure, exploring GameObjects, checking parent-child relationships, or when user asks about hierarchy. Returns the scene's GameObject tree with components.

hatayama
hatayama
13613

uloop-execute-menu-item

Execute Unity MenuItem via uloop CLI. Use when you need to: (1) Trigger menu commands programmatically, (2) Automate editor actions (save, build, refresh), (3) Run custom menu items defined in scripts.

hatayama
hatayama
13613

uloop-focus-window

Bring Unity Editor window to front via uloop CLI. Use when you need to: (1) Focus Unity Editor before capturing screenshots, (2) Ensure Unity window is visible for visual checks, (3) Bring Unity to foreground for user interaction.

hatayama
hatayama
13613

uloop-get-version

Get Unity and project information via uloop CLI. Use when you need to verify Unity version, check project settings (ProductName, CompanyName, Version), or troubleshoot environment issues.

hatayama
hatayama
13613

uloop-get-project-info

Get Unity project information via uloop CLI. Use when you need to check project settings, Unity version, platform, or other project metadata.

hatayama
hatayama
13613

uloop-launch

Launch Unity project with matching Editor version via uloop CLI. Use when you need to: (1) Open a Unity project with the correct Editor version, (2) Restart Unity to apply changes, (3) Switch build target when launching.

hatayama
hatayama
13613

uloop-unity-search

Search Unity project for assets. Use when: finding scenes, prefabs, scripts, materials, or other assets by name/type, or when user asks to search project files. Returns asset paths and metadata.

hatayama
hatayama
13613

uloop-screenshot

Take a screenshot of Unity Editor windows and save as PNG image. Use when you need to: (1) Screenshot the Game View, Scene View, Console, Inspector, or other windows, (2) Capture current visual state for debugging or documentation, (3) Save what the Editor looks like as an image file.

hatayama
hatayama
13613

uloop-run-tests

Execute Unity Test Runner and get detailed results. Use when: (1) running unit tests (EditMode/PlayMode), (2) verifying code changes, (3) diagnosing test failures — NUnit XML with error messages and stack traces is auto-saved when tests fail.

hatayama
hatayama
13613

uloop-get-menu-items

Retrieve Unity MenuItems via uloop CLI. Use when you need to: (1) Discover available menu commands in Unity Editor, (2) Find menu paths for automation, (3) Prepare for executing menu items programmatically.

hatayama
hatayama
13613

uloop-get-provider-details

Get Unity Search provider details via uloop CLI. Use when you need to: (1) Discover available search providers, (2) Understand search capabilities and filters, (3) Configure searches with specific provider options.

hatayama
hatayama
13613

code-refactor-master

Code refactoring expert for improving code quality, readability, maintainability, and performance. Specializes in Java and Python refactoring patterns, eliminating code smells, and applying clean code principles. Use when refactoring code, improving existing implementations, or cleaning up technical debt.

yennanliu
yennanliu
13353

system-architecture

System design and architecture expert for creating scalable distributed systems. Covers system design interviews, architecture patterns, and real-world case studies like Netflix, Twitter, Uber. Use when designing systems, writing architecture docs, or preparing for system design interviews.

yennanliu
yennanliu
13353

java-developer

Expert Java developer for implementing LeetCode problems, data structures, and algorithms. Helps write clean, efficient Java code following best practices for competitive programming and interview preparation. Use when writing or implementing Java solutions.

yennanliu
yennanliu
13353

java-python-code-reviewer

Comprehensive code reviewer for Java and Python implementations focusing on correctness, efficiency, code quality, and algorithmic optimization. Reviews LeetCode solutions, data structures, and algorithm implementations. Use when reviewing code, checking solutions, or providing feedback on implementations.

yennanliu
yennanliu
13353

markdown-doc-writer

Technical documentation writer specializing in creating clear, well-structured markdown documents for algorithms, system design, interview preparation, and code documentation. Use when writing README files, algorithm explanations, system design docs, or technical guides.

yennanliu
yennanliu
13353

setup

Personalized setup and onboarding wizard. Use when setting up OrchestKit for a new project, configuring plugins, or generating a readiness score and improvement plan.

yonatangross
yonatangross
13314

configure

Configures OrchestKit plugin settings, MCP servers, hook permissions, and keybindings. Use when customizing plugin behavior or managing settings.

yonatangross
yonatangross
13314

architecture-patterns

Architecture validation and patterns for clean architecture, backend structure enforcement, project structure validation, test standards, and context-aware sizing. Use when designing system boundaries, enforcing layered architecture, validating project structure, defining test standards, or choosing the right architecture tier for project scope.

yonatangross
yonatangross
13314

ascii-visualizer

ASCII diagram patterns for architecture, workflows, file trees, and data visualizations. Use when creating terminal-rendered diagrams, box-drawing layouts, progress bars, swimlanes, or blast radius visualizations.

yonatangross
yonatangross
13314

assess

Assesses and rates quality 0-10 with pros/cons analysis. Use when evaluating code, designs, or approaches.

yonatangross
yonatangross
13314

async-jobs

Async job processing patterns for background tasks, Celery workflows, task scheduling, retry strategies, and distributed task execution. Use when implementing background job processing, task queues, or scheduled task systems.

yonatangross
yonatangross
13314

audit-full

Full-codebase audit using 1M context window. Security, architecture, and dependency analysis in a single pass. Use when you need whole-project analysis.

yonatangross
yonatangross
13314

audit-skills

Audits all OrchestKit skills for quality, completeness, and compliance with authoring standards. Use when checking skill health, before releases, or after bulk skill edits to surface SKILL.md files that are too long, have missing frontmatter, lack rules/references, or are unregistered in manifests.

yonatangross
yonatangross
13314

bare-eval

Run isolated eval and grading calls using CC 2.1.81 --bare mode. Constructs claude -p --bare invocations for skill evaluation, trigger testing, and LLM grading without plugin/hook interference. Use when running eval pipelines, grading skill outputs, benchmarking prompt quality, or testing trigger accuracy in isolation.

yonatangross
yonatangross
13314

brainstorm

Design exploration with parallel agents. Use when brainstorming ideas, exploring solutions, or comparing alternatives.

yonatangross
yonatangross
13314

browser-tools

OrchestKit security wrapper for browser automation. Adds URL blocklisting, rate limiting, robots.txt enforcement, and ethical scraping guardrails on top of the upstream agent-browser skill. Use when automating browser workflows that need safety guardrails.

yonatangross
yonatangross
13314

business-case

Business case analysis with ROI, NPV, IRR, payback period, and TCO calculations for investment decisions. Use when building financial justification, cost-benefit analysis, build-vs-buy comparisons, or sensitivity analysis.

yonatangross
yonatangross
13314

chain-patterns

Chain patterns for CC 2.1.71 pipelines — MCP detection, handoff files, checkpoint-resume, worktree agents, CronCreate monitoring. Use when building multi-phase pipeline skills. Loaded via skills: field by pipeline skills (fix-issue, implement, brainstorm, verify). Not user-invocable.

yonatangross
yonatangross
13314

checkpoint-resume

Rate-limit-resilient pipeline with checkpoint/resume for long multi-phase sessions. Saves progress to .claude/pipeline-state.json after each phase. Use when starting a complex multi-phase task that risks hitting rate limits, when resuming an interrupted session, or when orchestrating work spanning commits, GitHub issues, and large file changes.

yonatangross
yonatangross
13314

code-review-playbook

Use this skill when conducting or improving code reviews. Provides structured review processes, conventional comments patterns, language-specific checklists, and feedback templates. Use when reviewing PRs or standardizing review practices.

yonatangross
yonatangross
13314

commit

Creates commits with conventional format and validation. Use when committing changes or generating commit messages.

yonatangross
yonatangross
13314

competitive-analysis

Porter's Five Forces, SWOT analysis, and competitive landscape mapping. Use when analyzing market position, evaluating competitive threats, building battlecards, or assessing industry dynamics.

yonatangross
yonatangross
13314

component-search

Search 21st.dev component registry for production-ready React components. Finds components by natural language description, filters by framework and style system, returns ranked results with install instructions. Use when looking for UI components, finding alternatives to existing components, or sourcing design system building blocks.

yonatangross
yonatangross
13314

cover

Generate and run comprehensive test suites — unit tests, integration tests with real services (testcontainers/docker-compose), and Playwright E2E tests. Analyzes coverage gaps, spawns parallel test-generator agents per tier, runs tests, and heals failures (max 3 iterations). Use when generating tests for existing code, improving coverage after implementation, or creating a full test suite from scratch. Chains naturally after /ork:implement. Do NOT use for verifying/grading existing tests (use /ork:verify) or running tests without generation (use npm test directly).

yonatangross
yonatangross
13314

create-pr

Creates GitHub pull requests with validation. Use when opening PRs or submitting code for review.

yonatangross
yonatangross
13314

database-patterns

Database design and migration patterns for Alembic migrations, schema design (SQL/NoSQL), and database versioning. Use when creating migrations, designing schemas, normalizing data, managing database versions, or handling schema drift.

yonatangross
yonatangross
13314

demo-producer

Creates polished demo videos for skills, tutorials, and CLI demonstrations. Use when producing video showcases, marketing content, or terminal recordings.

yonatangross
yonatangross
13314

design-context-extract

Extract design DNA from existing app screenshots or live URLs using Google Stitch. Produces color palettes, typography specs, spacing tokens, and component patterns as design-tokens.json or Tailwind config. Use when auditing an existing design, creating a design system from a live app, or ensuring new pages match an established visual identity.

yonatangross
yonatangross
13314

design-system-tokens

Design token management with W3C Design Token Community Group specification, three-tier token hierarchy (global/alias/component), OKLCH color spaces, Style Dictionary transformation, and dark mode theming. Use when creating design token files, implementing theme systems, managing token versioning, or building design-to-code pipelines.

yonatangross
yonatangross
13314

design-to-code

Mockup-to-component pipeline using Google Stitch, 21st.dev, and Storybook MCP. Accepts screenshots, descriptions, or URLs as input and produces production-ready React components. Checks existing Storybook components before generating, orchestrates design extraction via Stitch MCP, component matching via 21st.dev registry, adaptation to project design tokens, and self-healing verification via run-story-tests. Use when converting visual designs to code, implementing UI from mockups, or building components from screenshots.

yonatangross
yonatangross
13314

devops-deployment

Use when setting up CI/CD pipelines, containerizing applications, deploying to Kubernetes, or writing infrastructure as code. DevOps & Deployment covers GitHub Actions, Docker, Helm, and Terraform patterns.

yonatangross
yonatangross
13314

distributed-systems

Distributed systems patterns for locking, resilience, idempotency, and rate limiting. Use when implementing distributed locks, circuit breakers, retry policies, idempotency keys, token bucket rate limiters, or fault tolerance patterns.

yonatangross
yonatangross
13314

doctor

OrchestKit doctor for health diagnostics. Use when running checks on plugin health, diagnosing problems, or troubleshooting issues.

yonatangross
yonatangross
13314

documentation-patterns

Technical documentation patterns for READMEs, ADRs, API docs (OpenAPI 3.1), changelogs, and writing style guides. Use when creating project documentation, writing architecture decisions, documenting APIs, or maintaining changelogs.

yonatangross
yonatangross
13314

domain-driven-design

Domain-Driven Design tactical patterns for complex business domains. Use when modeling entities, value objects, domain services, repositories, or establishing bounded contexts.

yonatangross
yonatangross
13314

emulate-seed

Generate emulate seed configs for stateful API emulation. Wraps Vercel's emulate tool for GitHub, Vercel, Google OAuth, Slack, Apple Auth, Microsoft Entra, AWS (S3/SQS/IAM), and MongoDB Atlas APIs. Not mocks — full state machines where create-a-PR-and-it-appears-in-the-list. Use when setting up test environments, CI pipelines, integration tests, or offline development.

yonatangross
yonatangross
13314

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.