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# Claude Code Workflows & Agents
# Claude Code Plugins for Agents, Commands, and Workflows
A comprehensive production-ready system combining **84 specialized AI agents**, **15 multi-agent workflow orchestrators**, and **44 development tools** organized into **62 focused, single-purpose plugins** for [Claude Code](https://docs.claude.com/en/docs/claude-code/overview).
@@ -66,83 +66,107 @@ Each installed plugin loads **only its specific agents and commands** into Claud
### Development Essentials
**code-documentation** - Documentation and technical writing
```bash
/plugin install code-documentation
```
Automated doc generation, code explanation, and tutorial creation for comprehensive technical documentation.
**debugging-toolkit** - Smart debugging and developer experience
```bash
/plugin install debugging-toolkit
```
Interactive debugging, error analysis, and DX optimization for faster problem resolution.
**git-pr-workflows** - Git automation and PR enhancement
```bash
/plugin install git-pr-workflows
```
Git workflow automation, pull request enhancement, and team onboarding processes.
### Full-Stack Development
**backend-development** - Backend API design and architecture
```bash
/plugin install backend-development
```
RESTful and GraphQL API design with test-driven development and modern backend architecture patterns.
**frontend-mobile-development** - UI and mobile development
```bash
/plugin install frontend-mobile-development
```
React/React Native component development with automated scaffolding and cross-platform implementation.
**full-stack-orchestration** - End-to-end feature development
```bash
/plugin install full-stack-orchestration
```
Multi-agent coordination from backend → frontend → testing → security → deployment.
### Testing & Quality
**unit-testing** - Automated test generation
```bash
/plugin install unit-testing
```
Generate pytest (Python) and Jest (JavaScript) unit tests automatically with comprehensive edge case coverage.
**code-review-ai** - AI-powered code review
```bash
/plugin install code-review-ai
```
Architectural analysis, security assessment, and code quality review with actionable feedback.
### Infrastructure & Operations
**cloud-infrastructure** - Cloud architecture design
```bash
/plugin install cloud-infrastructure
```
AWS/Azure/GCP architecture, Kubernetes setup, Terraform IaC, and multi-cloud cost optimization.
**incident-response** - Production incident management
```bash
/plugin install incident-response
```
Rapid incident triage, root cause analysis, and automated resolution workflows for production systems.
### Language Support
**python-development** - Python project scaffolding
```bash
/plugin install python-development
```
FastAPI/Django project initialization with modern tooling (uv, ruff) and production-ready architecture.
**javascript-typescript** - JavaScript/TypeScript scaffolding
```bash
/plugin install javascript-typescript
```
Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best practices.
---
@@ -154,7 +178,7 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 🎨 Development (4 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------------- | ------------------------------------------------- | --------------------------------------------- |
| **debugging-toolkit** | Interactive debugging and DX optimization | `/plugin install debugging-toolkit` |
| **backend-development** | Backend API design with GraphQL and TDD | `/plugin install backend-development` |
| **frontend-mobile-development** | Frontend UI and mobile development | `/plugin install frontend-mobile-development` |
@@ -163,14 +187,14 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 📚 Documentation (2 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ---------------------------- | --------------------------------------------- | ------------------------------------------ |
| **code-documentation** | Documentation generation and code explanation | `/plugin install code-documentation` |
| **documentation-generation** | OpenAPI specs, Mermaid diagrams, tutorials | `/plugin install documentation-generation` |
### 🔄 Workflows (3 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ---------------------------- | ----------------------------------- | ------------------------------------------ |
| **git-pr-workflows** | Git automation and PR enhancement | `/plugin install git-pr-workflows` |
| **full-stack-orchestration** | End-to-end feature orchestration | `/plugin install full-stack-orchestration` |
| **tdd-workflows** | Test-driven development methodology | `/plugin install tdd-workflows` |
@@ -178,13 +202,13 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### ✅ Testing (1 plugin)
| Plugin | Description | Install |
|--------|-------------|---------|
| ---------------- | -------------------------------------------------- | ------------------------------ |
| **unit-testing** | Automated unit test generation (Python/JavaScript) | `/plugin install unit-testing` |
### 🔍 Quality (3 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------------ | --------------------------------------------- | -------------------------------------------- |
| **code-review-ai** | AI-powered architectural review | `/plugin install code-review-ai` |
| **comprehensive-review** | Multi-perspective code analysis | `/plugin install comprehensive-review` |
| **performance-testing-review** | Performance analysis and test coverage review | `/plugin install performance-testing-review` |
@@ -192,7 +216,7 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 🛠️ Utilities (4 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------- | ------------------------------------------ | --------------------------------------- |
| **code-refactoring** | Code cleanup and technical debt management | `/plugin install code-refactoring` |
| **dependency-management** | Dependency auditing and version management | `/plugin install dependency-management` |
| **error-debugging** | Error analysis and trace debugging | `/plugin install error-debugging` |
@@ -201,7 +225,7 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 🤖 AI & ML (4 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------ | ----------------------------------- | -------------------------------------- |
| **llm-application-dev** | LLM apps and prompt engineering | `/plugin install llm-application-dev` |
| **agent-orchestration** | Multi-agent system optimization | `/plugin install agent-orchestration` |
| **context-management** | Context persistence and restoration | `/plugin install context-management` |
@@ -210,21 +234,21 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 📊 Data (2 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------- | ---------------------------------- | --------------------------------------- |
| **data-engineering** | ETL pipelines and data warehouses | `/plugin install data-engineering` |
| **data-validation-suite** | Schema validation and data quality | `/plugin install data-validation-suite` |
### 🗄️ Database (2 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ----------------------- | --------------------------------------- | ------------------------------------- |
| **database-design** | Database architecture and schema design | `/plugin install database-design` |
| **database-migrations** | Database migration automation | `/plugin install database-migrations` |
### 🚨 Operations (4 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ---------------------------- | ------------------------------------- | ------------------------------------------ |
| **incident-response** | Production incident management | `/plugin install incident-response` |
| **error-diagnostics** | Error tracing and root cause analysis | `/plugin install error-diagnostics` |
| **distributed-debugging** | Distributed system tracing | `/plugin install distributed-debugging` |
@@ -233,14 +257,14 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### ⚡ Performance (2 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------------- | ------------------------------------------ | --------------------------------------------- |
| **application-performance** | Application profiling and optimization | `/plugin install application-performance` |
| **database-cloud-optimization** | Database query and cloud cost optimization | `/plugin install database-cloud-optimization` |
### ☁️ Infrastructure (5 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------- | ------------------------------------------- | --------------------------------------- |
| **deployment-strategies** | Deployment patterns and rollback automation | `/plugin install deployment-strategies` |
| **deployment-validation** | Pre-deployment checks and validation | `/plugin install deployment-validation` |
| **kubernetes-operations** | K8s manifests and GitOps workflows | `/plugin install kubernetes-operations` |
@@ -250,7 +274,7 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 🔒 Security (4 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ---------------------------- | ---------------------------------------- | ------------------------------------------ |
| **security-scanning** | SAST analysis and vulnerability scanning | `/plugin install security-scanning` |
| **security-compliance** | SOC2/HIPAA/GDPR compliance | `/plugin install security-compliance` |
| **backend-api-security** | API security and authentication | `/plugin install backend-api-security` |
@@ -259,21 +283,21 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 🔄 Modernization (2 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ----------------------- | ----------------------------------------- | ------------------------------------- |
| **framework-migration** | Framework upgrades and migration planning | `/plugin install framework-migration` |
| **codebase-cleanup** | Technical debt reduction and cleanup | `/plugin install codebase-cleanup` |
### 🌐 API (2 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ----------------------------- | --------------------------- | ------------------------------------------- |
| **api-scaffolding** | REST/GraphQL API generation | `/plugin install api-scaffolding` |
| **api-testing-observability** | API testing and monitoring | `/plugin install api-testing-observability` |
### 📢 Marketing (4 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------------ | --------------------------------------- | -------------------------------------------- |
| **seo-content-creation** | SEO content writing and planning | `/plugin install seo-content-creation` |
| **seo-technical-optimization** | Meta tags, keywords, and schema markup | `/plugin install seo-technical-optimization` |
| **seo-analysis-monitoring** | Content analysis and authority building | `/plugin install seo-analysis-monitoring` |
@@ -282,7 +306,7 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 💼 Business (3 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| ----------------------------- | ------------------------------------ | ------------------------------------------- |
| **business-analytics** | KPI tracking and financial reporting | `/plugin install business-analytics` |
| **hr-legal-compliance** | HR policies and legal templates | `/plugin install hr-legal-compliance` |
| **customer-sales-automation** | Support and sales automation | `/plugin install customer-sales-automation` |
@@ -290,7 +314,7 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 💻 Languages (6 plugins)
| Plugin | Description | Install |
|--------|-------------|---------|
| -------------------------- | ---------------------------------------- | ---------------------------------------- |
| **python-development** | Python 3.12+ with Django/FastAPI | `/plugin install python-development` |
| **javascript-typescript** | JavaScript/TypeScript with Node.js | `/plugin install javascript-typescript` |
| **systems-programming** | Rust, Go, C, C++ for systems development | `/plugin install systems-programming` |
@@ -301,31 +325,31 @@ Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best p
### 🔗 Blockchain (1 plugin)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------- | ---------------------------------- | --------------------------------- |
| **blockchain-web3** | Smart contracts and DeFi protocols | `/plugin install blockchain-web3` |
### 💰 Finance (1 plugin)
| Plugin | Description | Install |
|--------|-------------|---------|
| ------------------------ | --------------------------------------- | -------------------------------------- |
| **quantitative-trading** | Algorithmic trading and risk management | `/plugin install quantitative-trading` |
### 💳 Payments (1 plugin)
| Plugin | Description | Install |
|--------|-------------|---------|
| ---------------------- | ------------------------------------- | ------------------------------------ |
| **payment-processing** | Stripe/PayPal integration and billing | `/plugin install payment-processing` |
### 🎮 Gaming (1 plugin)
| Plugin | Description | Install |
|--------|-------------|---------|
| -------------------- | -------------------------------------- | ---------------------------------- |
| **game-development** | Unity and Minecraft plugin development | `/plugin install game-development` |
### ♿ Accessibility (1 plugin)
| Plugin | Description | Install |
|--------|-------------|---------|
| ---------------------------- | ---------------------------------- | ------------------------------------------ |
| **accessibility-compliance** | WCAG auditing and inclusive design | `/plugin install accessibility-compliance` |
## Repository Structure
@@ -361,6 +385,7 @@ claude-agents/
```
Each plugin contains:
- **agents/** - Specialized agents for that domain
- **commands/** - Tools and workflows specific to that plugin
@@ -383,27 +408,35 @@ Claude Code automatically selects and coordinates the appropriate agents based o
Plugins provide pre-configured multi-agent workflows that coordinate complex operations:
**Full-Stack Development Plugin**
```
"Implement user dashboard with real-time analytics"
```
→ backend-architect → graphql-architect → frontend-developer → mobile-developer → test-automator → security-auditor → performance-engineer → deployment-engineer
**Security Hardening Plugin**
```
"Perform security audit and implement OWASP best practices"
```
→ security-auditor → backend-security-coder → frontend-security-coder → mobile-security-coder → test-automator
**Data/ML Pipeline Plugin**
```
"Build customer churn prediction model with deployment"
```
→ data-scientist → data-engineer → ml-engineer → mlops-engineer → ai-engineer → performance-engineer
**Incident Response Plugin**
```
"Debug production memory leak and create runbook"
```
→ incident-responder → devops-troubleshooter → debugger → error-detective → observability-engineer
## Agent Categories
@@ -413,7 +446,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Core Architecture
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------------------- | ------ | ------------------------------------------------------------------ |
| [backend-architect](agents/backend-architect.md) | opus | RESTful API design, microservice boundaries, database schemas |
| [frontend-developer](agents/frontend-developer.md) | sonnet | React components, responsive layouts, client-side state management |
| [graphql-architect](agents/graphql-architect.md) | opus | GraphQL schemas, resolvers, federation architecture |
@@ -425,7 +458,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### UI/UX & Mobile
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------------- | ------ | -------------------------------------------------- |
| [ui-ux-designer](agents/ui-ux-designer.md) | sonnet | Interface design, wireframes, design systems |
| [ui-visual-validator](agents/ui-visual-validator.md) | sonnet | Visual regression testing and UI verification |
| [mobile-developer](agents/mobile-developer.md) | sonnet | React Native and Flutter application development |
@@ -437,7 +470,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Systems & Low-Level
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------- | ------ | ----------------------------------------------------------- |
| [c-pro](agents/c-pro.md) | sonnet | System programming with memory management and OS interfaces |
| [cpp-pro](agents/cpp-pro.md) | sonnet | Modern C++ with RAII, smart pointers, STL algorithms |
| [rust-pro](agents/rust-pro.md) | sonnet | Memory-safe systems programming with ownership patterns |
@@ -446,7 +479,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Web & Application
| Agent | Model | Description |
|-------|-------|-------------|
| ------------------------------------------ | ------ | ---------------------------------------------------------- |
| [javascript-pro](agents/javascript-pro.md) | sonnet | Modern JavaScript with ES6+, async patterns, Node.js |
| [typescript-pro](agents/typescript-pro.md) | sonnet | Advanced TypeScript with type systems and generics |
| [python-pro](agents/python-pro.md) | sonnet | Python development with advanced features and optimization |
@@ -456,7 +489,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Enterprise & JVM
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------- | ------ | -------------------------------------------------------------------- |
| [java-pro](agents/java-pro.md) | sonnet | Modern Java with streams, concurrency, JVM optimization |
| [scala-pro](agents/scala-pro.md) | sonnet | Enterprise Scala with functional programming and distributed systems |
| [csharp-pro](agents/csharp-pro.md) | sonnet | C# development with .NET frameworks and patterns |
@@ -464,7 +497,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Specialized Platforms
| Agent | Model | Description |
|-------|-------|-------------|
| ------------------------------------------------------ | ------ | ----------------------------------------------- |
| [elixir-pro](agents/elixir-pro.md) | sonnet | Elixir with OTP patterns and Phoenix frameworks |
| [django-pro](agents/django-pro.md) | sonnet | Django development with ORM and async views |
| [fastapi-pro](agents/fastapi-pro.md) | sonnet | FastAPI with async patterns and Pydantic |
@@ -477,7 +510,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### DevOps & Deployment
| Agent | Model | Description |
|-------|-------|-------------|
| -------------------------------------------------------- | ------ | ------------------------------------------------------------------ |
| [devops-troubleshooter](agents/devops-troubleshooter.md) | sonnet | Production debugging, log analysis, deployment troubleshooting |
| [deployment-engineer](agents/deployment-engineer.md) | sonnet | CI/CD pipelines, containerization, cloud deployments |
| [terraform-specialist](agents/terraform-specialist.md) | sonnet | Infrastructure as Code with Terraform modules and state management |
@@ -486,7 +519,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Database Management
| Agent | Model | Description |
|-------|-------|-------------|
| -------------------------------------------------- | ------ | ------------------------------------------------------------------- |
| [database-optimizer](agents/database-optimizer.md) | sonnet | Query optimization, index design, migration strategies |
| [database-admin](agents/database-admin.md) | sonnet | Database operations, backup, replication, monitoring |
| [database-architect](agents/database-architect.md) | opus | Database design from scratch, technology selection, schema modeling |
@@ -494,7 +527,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Incident Response & Network
| Agent | Model | Description |
|-------|-------|-------------|
| -------------------------------------------------- | ------ | --------------------------------------------------- |
| [incident-responder](agents/incident-responder.md) | opus | Production incident management and resolution |
| [network-engineer](agents/network-engineer.md) | sonnet | Network debugging, load balancing, traffic analysis |
@@ -503,7 +536,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Code Quality & Review
| Agent | Model | Description |
|-------|-------|-------------|
| ------------------------------------------------------------ | ----- | ------------------------------------------------------------ |
| [code-reviewer](agents/code-reviewer.md) | opus | Code review with security focus and production reliability |
| [security-auditor](agents/security-auditor.md) | opus | Vulnerability assessment and OWASP compliance |
| [backend-security-coder](agents/backend-security-coder.md) | opus | Secure backend coding practices, API security implementation |
@@ -513,7 +546,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Testing & Debugging
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------- | ------ | ---------------------------------------------------------- |
| [test-automator](agents/test-automator.md) | sonnet | Comprehensive test suite creation (unit, integration, e2e) |
| [tdd-orchestrator](agents/tdd-orchestrator.md) | sonnet | Test-Driven Development methodology guidance |
| [debugger](agents/debugger.md) | sonnet | Error resolution and test failure analysis |
@@ -522,7 +555,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Performance & Observability
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------------------- | ----- | -------------------------------------------------------------- |
| [performance-engineer](agents/performance-engineer.md) | opus | Application profiling and optimization |
| [observability-engineer](agents/observability-engineer.md) | opus | Production monitoring, distributed tracing, SLI/SLO management |
| [search-specialist](agents/search-specialist.md) | haiku | Advanced web research and information synthesis |
@@ -532,14 +565,14 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Data Engineering & Analytics
| Agent | Model | Description |
|-------|-------|-------------|
| ------------------------------------------ | ------ | ------------------------------------------------------- |
| [data-scientist](agents/data-scientist.md) | opus | Data analysis, SQL queries, BigQuery operations |
| [data-engineer](agents/data-engineer.md) | sonnet | ETL pipelines, data warehouses, streaming architectures |
#### Machine Learning & AI
| Agent | Model | Description |
|-------|-------|-------------|
| -------------------------------------------- | ----- | -------------------------------------------------------- |
| [ai-engineer](agents/ai-engineer.md) | opus | LLM applications, RAG systems, prompt pipelines |
| [ml-engineer](agents/ml-engineer.md) | opus | ML pipelines, model serving, feature engineering |
| [mlops-engineer](agents/mlops-engineer.md) | opus | ML infrastructure, experiment tracking, model registries |
@@ -548,7 +581,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
### Documentation & Technical Writing
| Agent | Model | Description |
|-------|-------|-------------|
| ------------------------------------------------ | ------ | ------------------------------------------------- |
| [docs-architect](agents/docs-architect.md) | opus | Comprehensive technical documentation generation |
| [api-documenter](agents/api-documenter.md) | sonnet | OpenAPI/Swagger specifications and developer docs |
| [reference-builder](agents/reference-builder.md) | haiku | Technical references and API documentation |
@@ -560,7 +593,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Business Analysis & Finance
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------- | ------ | ------------------------------------------------------- |
| [business-analyst](agents/business-analyst.md) | sonnet | Metrics analysis, reporting, KPI tracking |
| [quant-analyst](agents/quant-analyst.md) | opus | Financial modeling, trading strategies, market analysis |
| [risk-manager](agents/risk-manager.md) | sonnet | Portfolio risk monitoring and management |
@@ -568,14 +601,14 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
#### Marketing & Sales
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------- | ------ | -------------------------------------------- |
| [content-marketer](agents/content-marketer.md) | sonnet | Blog posts, social media, email campaigns |
| [sales-automator](agents/sales-automator.md) | haiku | Cold emails, follow-ups, proposal generation |
#### Support & Legal
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------- | ------ | ------------------------------------------------------- |
| [customer-support](agents/customer-support.md) | sonnet | Support tickets, FAQ responses, customer communication |
| [hr-pro](agents/hr-pro.md) | opus | HR operations, policies, employee relations |
| [legal-advisor](agents/legal-advisor.md) | opus | Privacy policies, terms of service, legal documentation |
@@ -583,7 +616,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
### SEO & Content Optimization
| Agent | Model | Description |
|-------|-------|-------------|
| ---------------------------------------------------------------------- | ------ | ---------------------------------------------------- |
| [seo-content-auditor](agents/seo-content-auditor.md) | sonnet | Content quality analysis, E-E-A-T signals assessment |
| [seo-meta-optimizer](agents/seo-meta-optimizer.md) | haiku | Meta title and description optimization |
| [seo-keyword-strategist](agents/seo-keyword-strategist.md) | haiku | Keyword analysis and semantic variations |
@@ -598,7 +631,7 @@ Plugins provide pre-configured multi-agent workflows that coordinate complex ope
### Specialized Domains
| Agent | Model | Description |
|-------|-------|-------------|
| ------------------------------------------------------ | ------ | ---------------------------------------------- |
| [blockchain-developer](agents/blockchain-developer.md) | sonnet | Web3 apps, smart contracts, DeFi protocols |
| [payment-integration](agents/payment-integration.md) | sonnet | Payment processor integration (Stripe, PayPal) |
| [legacy-modernizer](agents/legacy-modernizer.md) | sonnet | Legacy code refactoring and modernization |
@@ -611,7 +644,7 @@ Agents are assigned to specific Claude models based on task complexity and compu
### Model Distribution Summary
| Model | Agent Count | Use Case |
|-------|-------------|----------|
| ------ | ----------- | -------------------------------------------------------- |
| Haiku | 11 | Quick, focused tasks with minimal computational overhead |
| Sonnet | 50 | Standard development and specialized engineering tasks |
| Opus | 23 | Complex reasoning, architecture, and critical analysis |
@@ -619,14 +652,14 @@ Agents are assigned to specific Claude models based on task complexity and compu
### Haiku Model Agents
| Category | Agents |
|----------|--------|
| ------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Context & Reference | `context-manager`, `reference-builder`, `sales-automator`, `search-specialist` |
| SEO Optimization | `seo-meta-optimizer`, `seo-keyword-strategist`, `seo-structure-architect`, `seo-snippet-hunter`, `seo-content-refresher`, `seo-cannibalization-detector`, `seo-content-planner` |
### Sonnet Model Agents
| Category | Count | Agents |
|----------|-------|--------|
| --------------------- | ----- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Programming Languages | 18 | All language-specific agents (JavaScript, Python, Java, C++, etc.) |
| Frontend & UI | 5 | `frontend-developer`, `ui-ux-designer`, `ui-visual-validator`, `mobile-developer`, `ios-developer` |
| Infrastructure | 10 | `devops-troubleshooter`, `deployment-engineer`, `terraform-specialist`, `dx-optimizer`, `database-admin`, `database-optimizer`, `network-engineer`, `flutter-expert`, `api-documenter`, `tutorial-engineer` |
@@ -637,7 +670,7 @@ Agents are assigned to specific Claude models based on task complexity and compu
### Opus Model Agents
| Category | Count | Agents |
|----------|-------|--------|
| --------------------------- | ----- | ----------------------------------------------------------------------------------------------------------------- |
| Architecture & Design | 5 | `backend-architect`, `cloud-architect`, `hybrid-cloud-architect`, `kubernetes-architect`, `database-architect` |
| Security & Code Review | 5 | `code-reviewer`, `security-auditor`, `backend-security-coder`, `frontend-security-coder`, `mobile-security-coder` |
| Performance & Observability | 3 | `performance-engineer`, `observability-engineer`, `incident-responder` |
@@ -649,12 +682,14 @@ Agents are assigned to specific Claude models based on task complexity and compu
This marketplace follows industry best practices with a focus on granularity, composability, and minimal token usage:
### Single Responsibility Principle
- Each plugin does **one thing well** (Unix philosophy)
- Clear, focused purposes (describable in 5-10 words)
- Average plugin size: **3.4 components** (follows Anthropic's 2-8 pattern)
- **Zero bloated plugins** - all plugins focused and purposeful
### Granular Plugin Architecture
- **62 focused plugins** optimized for specific use cases
- **23 clear categories** with 1-6 plugins each for easy discovery
- Organized by domain:
@@ -666,6 +701,7 @@ This marketplace follows industry best practices with a focus on granularity, co
- And 18 more specialized categories
### Tools & Capabilities
- **44 development tools** including:
- `test-generate.md` - Automated unit test generation (pytest/Jest)
- `component-scaffold.md` - React/React Native scaffolding
@@ -677,6 +713,7 @@ This marketplace follows industry best practices with a focus on granularity, co
- **Language-specific plugins** - 6 dedicated plugins for language experts
### Performance & Quality
- **Optimized token usage** - isolated plugins load only what you need
- **Better context efficiency** - granular plugins reduce unnecessary context
- **Clear discoverability** - well-organized categories and focused purposes
@@ -686,26 +723,29 @@ This marketplace follows industry best practices with a focus on granularity, co
### Design Philosophy
**Composability Over Bundling**
- Mix and match plugins based on needs
- Workflow orchestrators compose focused plugins
- No forced feature bundling
**Context Efficiency**
- Smaller tools = faster processing
- Better fit in LLM context windows
- More accurate, focused responses
**Maintainability**
- Single-purpose = easier updates
- Clear boundaries = isolated changes
- Less duplication = simpler maintenance
**Discoverability**
- Clear plugin names convey purpose
- Logical categorization
- Easy to find the right tool
## Contributing
To add new agents or commands:
@@ -720,6 +760,7 @@ To add new agents or commands:
### Plugin Structure
Each plugin must follow this structure:
```
plugins/{plugin-name}/
├── agents/ # Agent definitions (optional)