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.
This unified repository provides everything needed for intelligent automation and multi-agent orchestration across modern software development:
- 62 Focused Plugins - Granular, single-purpose plugins optimized for minimal token usage and composability
- 84 Specialized Agents - Domain experts with deep knowledge across architecture, languages, infrastructure, quality, data/AI, documentation, business operations, and SEO
- 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
- Granular Plugin Architecture: 62 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
- 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)
Each plugin is completely isolated with its own agents and commands:
- Install only what you need - Each plugin loads only its specific agents and tools
- 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
Example: Installing python-development
loads only 3 Python agents and 1 scaffolding tool (~300 tokens), not the entire marketplace.
Add this marketplace to Claude Code:
/plugin marketplace add wshobson/agents
This makes all 62 plugins available for installation, but does not load any agents or tools into your context.
Browse available plugins:
/plugin
Install only the plugins you need:
/plugin install python-development
/plugin install backend-development
Each installed plugin loads only its specific agents and commands into Claude's context.
💡 Getting Started? Install these popular plugins for immediate productivity gains.
code-documentation - Documentation and technical writing
/plugin install code-documentation
Automated doc generation, code explanation, and tutorial creation for comprehensive technical documentation.
debugging-toolkit - Smart debugging and developer experience
/plugin install debugging-toolkit
Interactive debugging, error analysis, and DX optimization for faster problem resolution.
git-pr-workflows - Git automation and PR enhancement
/plugin install git-pr-workflows
Git workflow automation, pull request enhancement, and team onboarding processes.
backend-development - Backend API design and architecture
/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
/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
/plugin install full-stack-orchestration
Multi-agent coordination from backend → frontend → testing → security → deployment.
unit-testing - Automated test generation
/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
/plugin install code-review-ai
Architectural analysis, security assessment, and code quality review with actionable feedback.
cloud-infrastructure - Cloud architecture design
/plugin install cloud-infrastructure
AWS/Azure/GCP architecture, Kubernetes setup, Terraform IaC, and multi-cloud cost optimization.
incident-response - Production incident management
/plugin install incident-response
Rapid incident triage, root cause analysis, and automated resolution workflows for production systems.
python-development - Python project scaffolding
/plugin install python-development
FastAPI/Django project initialization with modern tooling (uv, ruff) and production-ready architecture.
javascript-typescript - JavaScript/TypeScript scaffolding
/plugin install javascript-typescript
Next.js, React + Vite, and Node.js project setup with pnpm and TypeScript best practices.
📋 All 62 Plugins - Browse by category to find specialized plugins for your workflow.
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 |
multi-platform-apps | Cross-platform app coordination (web/iOS/Android) | /plugin install multi-platform-apps |
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 |
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 |
Plugin | Description | Install |
---|---|---|
unit-testing | Automated unit test generation (Python/JavaScript) | /plugin install unit-testing |
tdd-workflows | Test-driven development methodology | /plugin install tdd-workflows |
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 |
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 |
team-collaboration | Team workflows and standup automation | /plugin install team-collaboration |
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 |
machine-learning-ops | ML training pipelines and MLOps | /plugin install machine-learning-ops |
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 |
Plugin | Description | Install |
---|---|---|
database-design | Database architecture and schema design | /plugin install database-design |
database-migrations | Database migration automation | /plugin install database-migrations |
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 |
observability-monitoring | Metrics, logging, tracing, and SLO | /plugin install observability-monitoring |
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 |
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 |
cloud-infrastructure | AWS/Azure/GCP cloud architecture | /plugin install cloud-infrastructure |
cicd-automation | CI/CD pipeline configuration | /plugin install cicd-automation |
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 |
frontend-mobile-security | XSS/CSRF prevention and mobile security | /plugin install frontend-mobile-security |
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 |
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 |
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 |
content-marketing | Content strategy and web research | /plugin install content-marketing |
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 |
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 |
jvm-languages | Java, Scala, C# with enterprise patterns | /plugin install jvm-languages |
web-scripting | PHP and Ruby for web applications | /plugin install web-scripting |
functional-programming | Elixir with OTP and Phoenix | /plugin install functional-programming |
Plugin | Description | Install |
---|---|---|
blockchain-web3 | Smart contracts and DeFi protocols | /plugin install blockchain-web3 |
Plugin | Description | Install |
---|---|---|
quantitative-trading | Algorithmic trading and risk management | /plugin install quantitative-trading |
Plugin | Description | Install |
---|---|---|
payment-processing | Stripe/PayPal integration and billing | /plugin install payment-processing |
Plugin | Description | Install |
---|---|---|
game-development | Unity and Minecraft plugin development | /plugin install game-development |
Plugin | Description | Install |
---|---|---|
accessibility-compliance | WCAG auditing and inclusive design | /plugin install accessibility-compliance |
claude-agents/
├── .claude-plugin/
│ └── marketplace.json # Marketplace catalog (62 plugins)
├── plugins/ # Isolated plugin directories
│ ├── python-development/
│ │ ├── agents/ # Python language agents
│ │ │ ├── python-pro.md
│ │ │ ├── django-pro.md
│ │ │ └── fastapi-pro.md
│ │ └── commands/ # Python tooling
│ │ └── python-scaffold.md
│ ├── backend-development/
│ │ ├── agents/
│ │ │ ├── backend-architect.md
│ │ │ ├── graphql-architect.md
│ │ │ └── tdd-orchestrator.md
│ │ └── commands/
│ │ └── feature-development.md
│ ├── security-scanning/
│ │ ├── agents/
│ │ │ └── security-auditor.md
│ │ └── commands/
│ │ ├── security-hardening.md
│ │ ├── security-sast.md
│ │ └── security-dependencies.md
│ └── ... (59 more isolated plugins)
└── README.md # This file
Each plugin contains:
- agents/ - Specialized agents for that domain
- commands/ - Tools and workflows specific to that plugin
After installing plugins, you can invoke their capabilities using slash commands - the primary interface for working with agents and workflows. Each plugin provides namespaced commands that you can run directly:
# List all available slash commands from installed plugins
/plugin
# Run a workflow command with arguments
/backend-development:feature-development user authentication with JWT
# Execute specialized tools
/unit-testing:test-generate src/auth/login.py
# Invoke security scans
/security-scanning:security-sast
Key benefits of slash commands:
- Direct invocation - No need to describe what you want in natural language
- Structured arguments - Pass parameters explicitly for precise control
- Composability - Chain commands together for complex workflows
- Discoverability - Use
/plugin
to see all available commands
Agents can also be invoked through natural language when you need Claude to reason about which specialist to use:
"Use backend-architect to design the authentication API"
"Have security-auditor scan for OWASP vulnerabilities"
"Get performance-engineer to optimize this database query"
Claude Code automatically selects and coordinates the appropriate agents based on your request.
Plugins provide pre-configured multi-agent workflows accessible via slash commands:
# Command-based workflow invocation
/full-stack-orchestration:full-stack-feature "user dashboard with real-time analytics"
# Natural language alternative
"Implement user dashboard with real-time analytics"
Orchestration: backend-architect → database-architect → frontend-developer → test-automator → security-auditor → deployment-engineer → observability-engineer
What happens:
- Database schema design with migrations
- Backend API implementation (REST/GraphQL)
- Frontend components with state management
- Comprehensive test suite (unit/integration/E2E)
- Security audit and hardening
- CI/CD pipeline setup with feature flags
- Observability and monitoring configuration
# Comprehensive security assessment and remediation
/security-scanning:security-hardening --level comprehensive
# Natural language alternative
"Perform security audit and implement OWASP best practices"
Orchestration: security-auditor → backend-security-coder → frontend-security-coder → mobile-security-coder → test-automator
# ML feature development with production deployment
/machine-learning-ops:ml-pipeline "customer churn prediction model"
# Natural language alternative
"Build customer churn prediction model with deployment"
Orchestration: data-scientist → data-engineer → ml-engineer → mlops-engineer → performance-engineer
# Smart debugging with root cause analysis
/incident-response:smart-fix "production memory leak in payment service"
# Natural language alternative
"Debug production memory leak and create runbook"
Orchestration: incident-responder → devops-troubleshooter → debugger → error-detective → observability-engineer
Many slash commands support arguments for precise control:
# Test generation for specific files
/unit-testing:test-generate src/api/users.py
# Feature development with methodology specification
/backend-development:feature-development OAuth2 integration with social login
# Security dependency scanning
/security-scanning:security-dependencies
# Component scaffolding
/frontend-mobile-development:component-scaffold UserProfile component with hooks
# TDD workflow cycle
/tdd-workflows:tdd-red User can reset password
/tdd-workflows:tdd-green
/tdd-workflows:tdd-refactor
# Smart debugging
/debugging-toolkit:smart-debug memory leak in checkout flow
# Python project scaffolding
/python-development:python-scaffold fastapi-microservice
You can mix both approaches for optimal flexibility:
# Start with a command for structured workflow
/full-stack-orchestration:full-stack-feature "payment processing"
# Then provide natural language guidance
"Ensure PCI-DSS compliance and integrate with Stripe"
"Add retry logic for failed transactions"
"Set up fraud detection rules"
Use these commands to explore available functionality:
# List all installed plugins and their commands
/plugin
# Install a specific plugin
/plugin install python-development
# View available commands in a plugin
# After installation, commands will be listed with the format:
# /plugin-name:command-name
Development & Features:
/backend-development:feature-development
- End-to-end backend feature development/full-stack-orchestration:full-stack-feature
- Complete full-stack feature implementation/multi-platform-apps:multi-platform
- Cross-platform app development coordination
Testing & Quality:
/unit-testing:test-generate
- Generate comprehensive unit tests/tdd-workflows:tdd-cycle
- Complete TDD red-green-refactor cycle/tdd-workflows:tdd-red
- Write failing tests first/tdd-workflows:tdd-green
- Implement code to pass tests/tdd-workflows:tdd-refactor
- Refactor with passing tests
Code Quality & Review:
/code-review-ai:ai-review
- AI-powered code review/comprehensive-review:full-review
- Multi-perspective analysis/comprehensive-review:pr-enhance
- Enhance pull requests
Debugging & Troubleshooting:
/debugging-toolkit:smart-debug
- Interactive smart debugging/incident-response:incident-response
- Production incident management/incident-response:smart-fix
- Automated incident resolution/error-debugging:error-analysis
- Deep error analysis/error-debugging:error-trace
- Stack trace debugging/error-diagnostics:smart-debug
- Smart diagnostic debugging/distributed-debugging:debug-trace
- Distributed system tracing
Security:
/security-scanning:security-hardening
- Comprehensive security hardening/security-scanning:security-sast
- Static application security testing/security-scanning:security-dependencies
- Dependency vulnerability scanning/security-compliance:compliance-check
- SOC2/HIPAA/GDPR compliance/frontend-mobile-security:xss-scan
- XSS vulnerability scanning
Infrastructure & Deployment:
/observability-monitoring:monitor-setup
- Setup monitoring infrastructure/observability-monitoring:slo-implement
- Implement SLO/SLI metrics/deployment-validation:config-validate
- Pre-deployment validation/cicd-automation:workflow-automate
- CI/CD pipeline automation
Data & ML:
/machine-learning-ops:ml-pipeline
- ML training pipeline orchestration/data-engineering:data-pipeline
- ETL/ELT pipeline construction/data-engineering:data-driven-feature
- Data-driven feature development
Documentation:
/code-documentation:doc-generate
- Generate comprehensive documentation/code-documentation:code-explain
- Explain code functionality/documentation-generation:doc-generate
- OpenAPI specs, diagrams, tutorials
Refactoring & Maintenance:
/code-refactoring:refactor-clean
- Code cleanup and refactoring/code-refactoring:tech-debt
- Technical debt management/codebase-cleanup:deps-audit
- Dependency auditing/codebase-cleanup:tech-debt
- Technical debt reduction/framework-migration:legacy-modernize
- Legacy code modernization/framework-migration:code-migrate
- Framework migration/framework-migration:deps-upgrade
- Dependency upgrades
Database:
/database-migrations:sql-migrations
- SQL migration automation/database-migrations:migration-observability
- Migration monitoring/database-cloud-optimization:cost-optimize
- Database and cloud optimization
Git & PR Workflows:
/git-pr-workflows:pr-enhance
- Enhance pull request quality/git-pr-workflows:onboard
- Team onboarding automation/git-pr-workflows:git-workflow
- Git workflow automation
Project Scaffolding:
/python-development:python-scaffold
- FastAPI/Django project setup/javascript-typescript:typescript-scaffold
- Next.js/React + Vite setup/systems-programming:rust-project
- Rust project scaffolding
AI & LLM Development:
/llm-application-dev:langchain-agent
- LangChain agent development/llm-application-dev:ai-assistant
- AI assistant implementation/llm-application-dev:prompt-optimize
- Prompt engineering optimization/agent-orchestration:multi-agent-optimize
- Multi-agent optimization/agent-orchestration:improve-agent
- Agent improvement workflows
Testing & Performance:
/performance-testing-review:ai-review
- Performance analysis/application-performance:performance-optimization
- App optimization
Team Collaboration:
/team-collaboration:issue
- Issue management automation/team-collaboration:standup-notes
- Standup notes generation
Accessibility:
/accessibility-compliance:accessibility-audit
- WCAG compliance auditing
API Development:
/api-testing-observability:api-mock
- API mocking and testing
Context Management:
/context-management:context-save
- Save conversation context/context-management:context-restore
- Restore previous context
Agent | Model | Description |
---|---|---|
backend-architect | opus | RESTful API design, microservice boundaries, database schemas |
frontend-developer | sonnet | React components, responsive layouts, client-side state management |
graphql-architect | opus | GraphQL schemas, resolvers, federation architecture |
architect-reviewer | opus | Architectural consistency analysis and pattern validation |
cloud-architect | opus | AWS/Azure/GCP infrastructure design and cost optimization |
hybrid-cloud-architect | opus | Multi-cloud strategies across cloud and on-premises environments |
kubernetes-architect | opus | Cloud-native infrastructure with Kubernetes and GitOps |
Agent | Model | Description |
---|---|---|
ui-ux-designer | sonnet | Interface design, wireframes, design systems |
ui-visual-validator | sonnet | Visual regression testing and UI verification |
mobile-developer | sonnet | React Native and Flutter application development |
ios-developer | sonnet | Native iOS development with Swift/SwiftUI |
flutter-expert | sonnet | Advanced Flutter development with state management |
Agent | Model | Description |
---|---|---|
c-pro | sonnet | System programming with memory management and OS interfaces |
cpp-pro | sonnet | Modern C++ with RAII, smart pointers, STL algorithms |
rust-pro | sonnet | Memory-safe systems programming with ownership patterns |
golang-pro | sonnet | Concurrent programming with goroutines and channels |
Agent | Model | Description |
---|---|---|
javascript-pro | sonnet | Modern JavaScript with ES6+, async patterns, Node.js |
typescript-pro | sonnet | Advanced TypeScript with type systems and generics |
python-pro | sonnet | Python development with advanced features and optimization |
ruby-pro | sonnet | Ruby with metaprogramming, Rails patterns, gem development |
php-pro | sonnet | Modern PHP with frameworks and performance optimization |
Agent | Model | Description |
---|---|---|
java-pro | sonnet | Modern Java with streams, concurrency, JVM optimization |
scala-pro | sonnet | Enterprise Scala with functional programming and distributed systems |
csharp-pro | sonnet | C# development with .NET frameworks and patterns |
Agent | Model | Description |
---|---|---|
elixir-pro | sonnet | Elixir with OTP patterns and Phoenix frameworks |
django-pro | sonnet | Django development with ORM and async views |
fastapi-pro | sonnet | FastAPI with async patterns and Pydantic |
unity-developer | sonnet | Unity game development and optimization |
minecraft-bukkit-pro | sonnet | Minecraft server plugin development |
sql-pro | sonnet | Complex SQL queries and database optimization |
Agent | Model | Description |
---|---|---|
devops-troubleshooter | sonnet | Production debugging, log analysis, deployment troubleshooting |
deployment-engineer | sonnet | CI/CD pipelines, containerization, cloud deployments |
terraform-specialist | sonnet | Infrastructure as Code with Terraform modules and state management |
dx-optimizer | sonnet | Developer experience optimization and tooling improvements |
Agent | Model | Description |
---|---|---|
database-optimizer | sonnet | Query optimization, index design, migration strategies |
database-admin | sonnet | Database operations, backup, replication, monitoring |
database-architect | opus | Database design from scratch, technology selection, schema modeling |
Agent | Model | Description |
---|---|---|
incident-responder | opus | Production incident management and resolution |
network-engineer | sonnet | Network debugging, load balancing, traffic analysis |
Agent | Model | Description |
---|---|---|
code-reviewer | opus | Code review with security focus and production reliability |
security-auditor | opus | Vulnerability assessment and OWASP compliance |
backend-security-coder | opus | Secure backend coding practices, API security implementation |
frontend-security-coder | opus | XSS prevention, CSP implementation, client-side security |
mobile-security-coder | opus | Mobile security patterns, WebView security, biometric auth |
Agent | Model | Description |
---|---|---|
test-automator | sonnet | Comprehensive test suite creation (unit, integration, e2e) |
tdd-orchestrator | sonnet | Test-Driven Development methodology guidance |
debugger | sonnet | Error resolution and test failure analysis |
error-detective | sonnet | Log analysis and error pattern recognition |
Agent | Model | Description |
---|---|---|
performance-engineer | opus | Application profiling and optimization |
observability-engineer | opus | Production monitoring, distributed tracing, SLI/SLO management |
search-specialist | haiku | Advanced web research and information synthesis |
Agent | Model | Description |
---|---|---|
data-scientist | opus | Data analysis, SQL queries, BigQuery operations |
data-engineer | sonnet | ETL pipelines, data warehouses, streaming architectures |
Agent | Model | Description |
---|---|---|
ai-engineer | opus | LLM applications, RAG systems, prompt pipelines |
ml-engineer | opus | ML pipelines, model serving, feature engineering |
mlops-engineer | opus | ML infrastructure, experiment tracking, model registries |
prompt-engineer | opus | LLM prompt optimization and engineering |
Agent | Model | Description |
---|---|---|
docs-architect | opus | Comprehensive technical documentation generation |
api-documenter | sonnet | OpenAPI/Swagger specifications and developer docs |
reference-builder | haiku | Technical references and API documentation |
tutorial-engineer | sonnet | Step-by-step tutorials and educational content |
mermaid-expert | sonnet | Diagram creation (flowcharts, sequences, ERDs) |
Agent | Model | Description |
---|---|---|
business-analyst | sonnet | Metrics analysis, reporting, KPI tracking |
quant-analyst | opus | Financial modeling, trading strategies, market analysis |
risk-manager | sonnet | Portfolio risk monitoring and management |
Agent | Model | Description |
---|---|---|
content-marketer | sonnet | Blog posts, social media, email campaigns |
sales-automator | haiku | Cold emails, follow-ups, proposal generation |
Agent | Model | Description |
---|---|---|
customer-support | sonnet | Support tickets, FAQ responses, customer communication |
hr-pro | opus | HR operations, policies, employee relations |
legal-advisor | opus | Privacy policies, terms of service, legal documentation |
Agent | Model | Description |
---|---|---|
seo-content-auditor | sonnet | Content quality analysis, E-E-A-T signals assessment |
seo-meta-optimizer | haiku | Meta title and description optimization |
seo-keyword-strategist | haiku | Keyword analysis and semantic variations |
seo-structure-architect | haiku | Content structure and schema markup |
seo-snippet-hunter | haiku | Featured snippet formatting |
seo-content-refresher | haiku | Content freshness analysis |
seo-cannibalization-detector | haiku | Keyword overlap detection |
seo-authority-builder | sonnet | E-E-A-T signal analysis |
seo-content-writer | sonnet | SEO-optimized content creation |
seo-content-planner | haiku | Content planning and topic clusters |
Agent | Model | Description |
---|---|---|
blockchain-developer | sonnet | Web3 apps, smart contracts, DeFi protocols |
payment-integration | sonnet | Payment processor integration (Stripe, PayPal) |
legacy-modernizer | sonnet | Legacy code refactoring and modernization |
context-manager | haiku | Multi-agent context management |
Agents are assigned to specific Claude models based on task complexity and computational requirements. The system uses three model tiers:
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 |
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 |
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 |
Quality & Testing | 4 | test-automator , tdd-orchestrator , debugger , error-detective |
Business & Support | 6 | business-analyst , risk-manager , content-marketer , customer-support , mermaid-expert , legacy-modernizer |
Data & Content | 5 | data-engineer , payment-integration , seo-content-auditor , seo-authority-builder , seo-content-writer |
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 |
AI/ML Complex | 5 | ai-engineer , ml-engineer , mlops-engineer , data-scientist , prompt-engineer |
Business Critical | 5 | docs-architect , hr-pro , legal-advisor , quant-analyst , risk-manager |
This marketplace follows industry best practices with a focus on granularity, composability, and minimal token usage:
- 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
- 62 focused plugins optimized for specific use cases
- 23 clear categories with 1-6 plugins each for easy discovery
- Organized by domain:
- Development: 4 plugins (debugging, backend, frontend, multi-platform)
- Security: 4 plugins (scanning, compliance, backend-api, frontend-mobile)
- Operations: 4 plugins (incident, diagnostics, distributed, observability)
- Languages: 6 plugins (Python, JS/TS, systems, JVM, scripting, functional)
- Infrastructure: 5 plugins (deployment, validation, K8s, cloud, CI/CD)
- And 18 more specialized categories
- 44 development tools including:
test-generate.md
- Automated unit test generation (pytest/Jest)component-scaffold.md
- React/React Native scaffoldingxss-scan.md
- XSS vulnerability scanner with secure patternspython-scaffold.md
- Python project scaffolding (FastAPI/Django)typescript-scaffold.md
- TypeScript project scaffolding (Next.js/Vite)rust-project.md
- Rust project scaffolding (cargo/Axum)
- 100% agent coverage - all plugins include at least one agent
- Language-specific plugins - 6 dedicated plugins for language experts
- 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
- Isolated dependencies - each plugin contains only its required resources
- 100% component coverage - all 84 agents available across plugins
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
To add new agents or commands:
- Identify or create the appropriate plugin directory in
plugins/
- Create a new
.md
file inplugins/{plugin-name}/agents/
orplugins/{plugin-name}/commands/
- Use lowercase, hyphen-separated naming convention
- Write clear activation criteria in the description
- Define comprehensive system prompt with expertise areas
- Update the plugin definition in
.claude-plugin/marketplace.json
Each plugin must follow this structure:
plugins/{plugin-name}/
├── agents/ # Agent definitions (optional)
│ └── agent-name.md
└── commands/ # Commands/tools (optional)
└── command-name.md
Each subagent is defined as a Markdown file with frontmatter:
---
name: subagent-name
description: Activation criteria for this subagent
model: haiku|sonnet|opus # Optional: Model selection
tools: tool1, tool2 # Optional: Tool restrictions
---
System prompt defining the subagent's expertise and behavior
- haiku: Simple, deterministic tasks with minimal reasoning
- sonnet: Standard development and engineering tasks
- opus: Complex analysis, architecture, and critical operations
MIT License - see LICENSE file for details.