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https://github.com/wshobson/agents

Intelligent automation and multi-agent orchestration for Claude Code
https://github.com/wshobson/agents

agents ai ai-agents anthropic anthropic-claude automation claude claude-code claude-code-cli claude-code-commands claude-code-plugin claude-code-plugins claude-code-subagents claudecode claudecode-config claudecode-subagents orchestration sub-agents subagents workflows

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Intelligent automation and multi-agent orchestration for Claude Code

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README 

          
# Claude Code Plugins: Orchestration and Automation



> **⚡ Updated for Sonnet 4.5 & Haiku 4.5** — All agents optimized for latest models with hybrid orchestration

>

> **🎯 Agent Skills Enabled** — 47 specialized skills extend Claude's capabilities across plugins with progressive disclosure



A comprehensive production-ready system combining **85 specialized AI agents**, **15 multi-agent workflow orchestrators**, **47 agent skills**, and **44 development tools** organized into **63 focused, single-purpose plugins** for [Claude Code](https://docs.claude.com/en/docs/claude-code/overview).



## Overview



This unified repository provides everything needed for intelligent automation and multi-agent orchestration across modern software development:



- **63 Focused Plugins** - Granular, single-purpose plugins optimized for minimal token usage and composability

- **85 Specialized Agents** - Domain experts with deep knowledge across architecture, languages, infrastructure, quality, data/AI, documentation, business operations, and SEO

- **47 Agent Skills** - Modular knowledge packages with progressive disclosure for specialized expertise

- **15 Workflow Orchestrators** - Multi-agent coordination systems for complex operations like full-stack development, security hardening, ML pipelines, and incident response

- **44 Development Tools** - Optimized utilities including project scaffolding, security scanning, test automation, and infrastructure setup



### Key Features



- **Granular Plugin Architecture**: 63 focused plugins optimized for minimal token usage

- **Comprehensive Tooling**: 44 development tools including test generation, scaffolding, and security scanning

- **100% Agent Coverage**: All plugins include specialized agents

- **Agent Skills**: 47 specialized skills following for progressive disclosure and token efficiency

- **Clear Organization**: 23 categories with 1-6 plugins each for easy discovery

- **Efficient Design**: Average 3.4 components per plugin (follows Anthropic's 2-8 pattern)



### How It Works



Each plugin is completely isolated with its own agents, commands, and skills:



- **Install only what you need** - Each plugin loads only its specific agents, commands, and skills

- **Minimal token usage** - No unnecessary resources loaded into context

- **Mix and match** - Compose multiple plugins for complex workflows

- **Clear boundaries** - Each plugin has a single, focused purpose

- **Progressive disclosure** - Skills load knowledge only when activated



**Example**: Installing `python-development` loads 3 Python agents, 1 scaffolding tool, and makes 5 skills available (~300 tokens), not the entire marketplace.



## Quick Start



### Step 1: Add the Marketplace



Add this marketplace to Claude Code:



```bash

/plugin marketplace add wshobson/agents

```



This makes all 63 plugins available for installation, but **does not load any agents or tools** into your context.



### Step 2: Install Plugins



Browse available plugins:



```bash

/plugin

```



Install the plugins you need:



```bash

# Essential development plugins

/plugin install python-development          # Python with 5 specialized skills

/plugin install javascript-typescript       # JS/TS with 4 specialized skills

/plugin install backend-development         # Backend APIs with 3 architecture skills



# Infrastructure & operations

/plugin install kubernetes-operations       # K8s with 4 deployment skills

/plugin install cloud-infrastructure        # AWS/Azure/GCP with 4 cloud skills



# Security & quality

/plugin install security-scanning           # SAST with security skill

/plugin install code-review-ai             # AI-powered code review



# Full-stack orchestration

/plugin install full-stack-orchestration   # Multi-agent workflows

```



Each installed plugin loads **only its specific agents, commands, and skills** into Claude's context.



## Documentation



### Core Guides



- **[Plugin Reference](docs/plugins.md)** - Complete catalog of all 63 plugins

- **[Agent Reference](docs/agents.md)** - All 85 agents organized by category

- **[Agent Skills](docs/agent-skills.md)** - 47 specialized skills with progressive disclosure

- **[Usage Guide](docs/usage.md)** - Commands, workflows, and best practices

- **[Architecture](docs/architecture.md)** - Design principles and patterns



### Quick Links



- [Installation](#quick-start) - Get started in 2 steps

- [Essential Plugins](docs/plugins.md#quick-start---essential-plugins) - Top plugins for immediate productivity

- [Command Reference](docs/usage.md#command-reference-by-category) - All slash commands organized by category

- [Multi-Agent Workflows](docs/usage.md#multi-agent-workflow-examples) - Pre-configured orchestration examples

- [Model Configuration](docs/agents.md#model-configuration) - Haiku/Sonnet hybrid orchestration



## What's New



### Agent Skills (47 skills across 14 plugins)



Specialized knowledge packages following Anthropic's progressive disclosure architecture:



**Language Development:**

- **Python** (5 skills): async patterns, testing, packaging, performance, UV package manager

- **JavaScript/TypeScript** (4 skills): advanced types, Node.js patterns, testing, modern ES6+



**Infrastructure & DevOps:**

- **Kubernetes** (4 skills): manifests, Helm charts, GitOps, security policies

- **Cloud Infrastructure** (4 skills): Terraform, multi-cloud, hybrid networking, cost optimization

- **CI/CD** (4 skills): pipeline design, GitHub Actions, GitLab CI, secrets management



**Development & Architecture:**

- **Backend** (3 skills): API design, architecture patterns, microservices

- **LLM Applications** (4 skills): LangChain, prompt engineering, RAG, evaluation



**Blockchain & Web3** (4 skills): DeFi protocols, NFT standards, Solidity security, Web3 testing



**And more:** Framework migration, observability, payment processing, ML operations, security scanning



[→ View complete skills documentation](docs/agent-skills.md)



### Hybrid Model Orchestration



Strategic model assignment for optimal performance and cost:

- **47 Haiku agents** - Fast execution for deterministic tasks

- **97 Sonnet agents** - Complex reasoning and architecture



Orchestration patterns combine models for efficiency:

```

Sonnet (planning) → Haiku (execution) → Sonnet (review)

```



[→ View model configuration details](docs/agents.md#model-configuration)



## Popular Use Cases



### Full-Stack Feature Development



```bash

/full-stack-orchestration:full-stack-feature "user authentication with OAuth2"

```



Coordinates 7+ agents: backend-architect → database-architect → frontend-developer → test-automator → security-auditor → deployment-engineer → observability-engineer



[→ View all workflow examples](docs/usage.md#multi-agent-workflow-examples)



### Security Hardening



```bash

/security-scanning:security-hardening --level comprehensive

```



Multi-agent security assessment with SAST, dependency scanning, and code review.



### Python Development with Modern Tools



```bash

/python-development:python-scaffold fastapi-microservice

```



Creates production-ready FastAPI project with async patterns, activating skills:

- `async-python-patterns` - AsyncIO and concurrency

- `python-testing-patterns` - pytest and fixtures

- `uv-package-manager` - Fast dependency management



### Kubernetes Deployment



```bash

# Activates k8s skills automatically

"Create production Kubernetes deployment with Helm chart and GitOps"

```



Uses kubernetes-architect agent with 4 specialized skills for production-grade configs.



[→ View complete usage guide](docs/usage.md)



## Plugin Categories



**23 categories, 63 plugins:**



- 🎨 **Development** (4) - debugging, backend, frontend, multi-platform

- 📚 **Documentation** (2) - code docs, API specs, diagrams

- 🔄 **Workflows** (3) - git, full-stack, TDD

- ✅ **Testing** (2) - unit testing, TDD workflows

- 🔍 **Quality** (3) - code review, comprehensive review, performance

- 🤖 **AI & ML** (4) - LLM apps, agent orchestration, context, MLOps

- 📊 **Data** (2) - data engineering, data validation

- 🗄️ **Database** (2) - database design, migrations

- 🚨 **Operations** (4) - incident response, diagnostics, distributed debugging, observability

- ⚡ **Performance** (2) - application performance, database/cloud optimization

- ☁️ **Infrastructure** (5) - deployment, validation, Kubernetes, cloud, CI/CD

- 🔒 **Security** (4) - scanning, compliance, backend/API, frontend/mobile

- 💻 **Languages** (7) - Python, JS/TS, systems, JVM, scripting, functional, embedded

- 🔗 **Blockchain** (1) - smart contracts, DeFi, Web3

- 💰 **Finance** (1) - quantitative trading, risk management

- 💳 **Payments** (1) - Stripe, PayPal, billing

- 🎮 **Gaming** (1) - Unity, Minecraft plugins

- 📢 **Marketing** (4) - SEO content, technical SEO, SEO analysis, content marketing

- 💼 **Business** (3) - analytics, HR/legal, customer/sales

- And more...



[→ View complete plugin catalog](docs/plugins.md)



## Architecture Highlights



### Granular Design



- **Single responsibility** - Each plugin does one thing well

- **Minimal token usage** - Average 3.4 components per plugin

- **Composable** - Mix and match for complex workflows

- **100% coverage** - All 85 agents accessible across plugins



### Progressive Disclosure (Skills)



Three-tier architecture for token efficiency:

1. **Metadata** - Name and activation criteria (always loaded)

2. **Instructions** - Core guidance (loaded when activated)

3. **Resources** - Examples and templates (loaded on demand)



### Repository Structure



```

claude-agents/

├── .claude-plugin/

│   └── marketplace.json          # 63 plugins

├── plugins/

│   ├── python-development/

│   │   ├── agents/               # 3 Python experts

│   │   ├── commands/             # Scaffolding tool

│   │   └── skills/               # 5 specialized skills

│   ├── kubernetes-operations/

│   │   ├── agents/               # K8s architect

│   │   ├── commands/             # Deployment tools

│   │   └── skills/               # 4 K8s skills

│   └── ... (61 more plugins)

├── docs/                          # Comprehensive documentation

└── README.md                      # This file

```



[→ View architecture details](docs/architecture.md)



## Contributing



To add new agents, skills, or commands:



1. Identify or create the appropriate plugin directory in `plugins/`

2. Create `.md` files in the appropriate subdirectory:

   - `agents/` - For specialized agents

   - `commands/` - For tools and workflows

   - `skills/` - For modular knowledge packages

3. Follow naming conventions (lowercase, hyphen-separated)

4. Write clear activation criteria and comprehensive content

5. Update the plugin definition in `.claude-plugin/marketplace.json`



See [Architecture Documentation](docs/architecture.md) for detailed guidelines.



## Resources



### Documentation

- [Claude Code Documentation](https://docs.claude.com/en/docs/claude-code/overview)

- [Plugins Guide](https://docs.claude.com/en/docs/claude-code/plugins)

- [Subagents Guide](https://docs.claude.com/en/docs/claude-code/sub-agents)

- [Agent Skills Guide](https://docs.claude.com/en/docs/agents-and-tools/agent-skills/overview)

- [Slash Commands Reference](https://docs.claude.com/en/docs/claude-code/slash-commands)



### This Repository

- [Plugin Reference](docs/plugins.md)

- [Agent Reference](docs/agents.md)

- [Agent Skills Guide](docs/agent-skills.md)

- [Usage Guide](docs/usage.md)

- [Architecture](docs/architecture.md)



## License



MIT License - see [LICENSE](LICENSE) file for details.



## Star History



[![Star History Chart](https://api.star-history.com/svg?repos=wshobson/agents&type=date&legend=top-left)](https://www.star-history.com/#wshobson/agents&type=date&legend=top-left)