#601

Global Rank · of 601 Skills

mcp-patterns AI Agent Skill

View Source: yonatangross/orchestkit

Medium

Installation

npx skills add yonatangross/orchestkit --skill mcp-patterns

85

Installs

OrchestKit

Stop explaining your stack. Start shipping.

103 skills · 36 agents · 169 hooks

Claude Code
License
GitHub Stars
Community

Explore the Docs → · OrchestKit Users Group →
Skill browser, demo gallery, setup wizard

Quick Start

/plugin marketplace add yonatangross/orchestkit
/plugin install ork

Then start your personalized onboarding:

/ork:setup

The setup wizard scans your codebase, detects your tech stack, recommends skills for your needs, configures MCP servers, and creates a readiness score — all in one command.

Why OrchestKit?

Every Claude Code session starts from zero. You explain your stack, patterns, preferences—again and again.

OrchestKit gives Claude persistent knowledge of production patterns that work automatically:

Without With OrchestKit
"Use FastAPI with async SQLAlchemy 2.0..." "Create an API endpoint" → Done right
"Remember cursor pagination, not offset..." Agents know your patterns
"Don't commit to main branch..." Hooks block bad commits
"Run tests before committing..." /ork:commit runs tests for you

What You Get

One unified plugin, everything included.

Component Details
103 Skills RAG patterns, FastAPI, React 19, testing, security, database design, ML integration — loaded on-demand, zero overhead
36 Agents Specialized personas (backend-architect, frontend-dev, security-auditor) — route tasks to the right expert
169 Hooks Pre-commit checks, git protection, quality gates, browser safety — ship with confidence

All available in a single /plugin install ork. Skills load on-demand. Hooks work automatically.

Browse everything in the Docs →

Key Commands

/ork:setup        # Personalized onboarding wizard
/ork:implement    # Full-stack implementation with parallel agents
/ork:expect       # Diff-aware AI browser testing
/ork:review-pr    # PR review with parallel agents
/ork:verify       # Multi-agent validation
/ork:commit       # Conventional commit with pre-checks
/ork:explore      # Analyze unfamiliar codebase
/ork:remember     # Save to persistent memory
/ork:doctor       # Health check

Configuration

/ork:configure

Recommended MCP Servers

Server Purpose Required?
Context7 Up-to-date library docs Recommended
Memory Knowledge graph persistence Recommended
Sequential Thinking Structured reasoning for subagents Optional
Tavily Web search and extraction Optional

The setup wizard (/ork:setup) will recommend MCPs based on your stack.

Install

/plugin install ork

No tiering. No version confusion. Just one powerful plugin.

Release Channels

Channel Stability Install
Stable Production-ready /plugin install ork
Beta May have rough edges See below
Alpha Experimental, may break See below

To install beta or alpha:

# Beta channel
/plugin marketplace add yonatangross/orchestkit --ref beta --name orchestkit-beta
/plugin install ork@orchestkit-beta

# Alpha channel
/plugin marketplace add yonatangross/orchestkit --ref alpha --name orchestkit-alpha
/plugin install ork@orchestkit-alpha

Run /ork:doctor to check which channel you're on. Full docs.

FAQ

Plugin not found? 
/plugin list
/plugin uninstall ork && /plugin install ork
Hooks not firing?

Run /ork:doctor to diagnose.

Claude Code version?

Requires ≥2.1.86. Check with claude --version.

Development

npm run build      # Build plugins from src/
npm test           # Run all tests

Edit src/ and manifests/, never plugins/ (generated).

See CONTRIBUTING.md for details.

What's New

v7.30.0 — CC 2.1.94 Integration + Skill Hook Unlock

  • 20 dead skill frontmatter hooks activated — CC 2.1.94 fixed silent ignore; context loaders now fire across 15 workflow skills
  • Dynamic session titles — prompt bar shows {branch} · {effort} via hookSpecificOutput.sessionTitle
  • Effort default aligned — high default matches CC 2.1.94+ for API-key/Bedrock/Vertex/Team/Enterprise users
  • 103 skills, 36 agents, 169 hooks, 23 invocable commands

v7.27.0 — shadcn/ui v4 Style System + CC 2.1.90

  • shadcn/ui v4 styles — 6 styles across 7 design skills
  • CC 2.1.90 integration — format-on-save, offline resilience, /powerup onboarding

Full Changelog →

Community

Join the Code with Yonatan community for AI dev tips, OrchestKit support, and connecting with other builders:

Group Link
Community (all channels) Join on WhatsApp
AI Dev (EN) English Group
יש לך AI? Hebrew Group
OrchestKit Users Support & Showcase

Docs · Issues · Discussions · Community

MIT License · @yonatangross

Installs

Installs 85
Global Rank #601 of 601

Security Audit

ath Safe
socket Safe
Alerts: 0 Score: 90
snyk Medium
EU EU-Hosted Inference API

Power your AI Agents with the best open-source models.

Drop-in OpenAI-compatible API. No data leaves Europe.

Explore Inference API

GLM

GLM 5

$1.00 / $3.20

per M tokens

Kimi

Kimi K2.5

$0.60 / $2.80

per M tokens

MiniMax

MiniMax M2.5

$0.30 / $1.20

per M tokens

Qwen

Qwen3.5 122B

$0.40 / $3.00

per M tokens

How to use this skill

1

Install mcp-patterns by running npx skills add yonatangross/orchestkit --skill mcp-patterns in your project directory. Run the install command above in your project directory. The skill file will be downloaded from GitHub and placed in your project.

2

No configuration needed. Your AI agent (Claude Code, Cursor, Windsurf, etc.) automatically detects installed skills and uses them as context when generating code.

3

The skill enhances your agent's understanding of mcp-patterns, helping it follow established patterns, avoid common mistakes, and produce production-ready output.

What you get

Skills are plain-text instruction files — not executable code. They encode expert knowledge about frameworks, languages, or tools that your AI agent reads to improve its output. This means zero runtime overhead, no dependency conflicts, and full transparency: you can read and review every instruction before installing.

Compatibility

This skill works with any AI coding agent that supports the skills.sh format, including Claude Code (Anthropic), Cursor, Windsurf, Cline, Aider, and other tools that read project-level context files. Skills are framework-agnostic at the transport level — the content inside determines which language or framework it applies to.

Data sourced from the skills.sh registry and GitHub. Install counts and security audits are updated regularly.

EU Made in Europe

Chat with 100+ AI Models in one App.

Use Claude, ChatGPT, Gemini alongside with EU-Hosted Models like Deepseek, GLM-5, Kimi K2.5 and many more.

Start for free View pricing
Customer Support