mirror of
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Add plugin marketplace installation and clean up README structure
Major Updates: - Add Plugin Marketplace as primary installation method (Available Oct 9, 2025) - Show /plugin commands for installing workflow-based collections - Reorganize structure: Installation → Agent Categories → Model Config → Usage - Remove Migration section (not relevant for this PR) - Fix heading hierarchy issues from merge - Preserve all 83 agent details in comprehensive tables - Add workflow and tool invocation examples with proper syntax The README now highlights the new plugin marketplace feature while maintaining complete agent documentation and technical specifications.
This commit is contained in:
Seth Hobson
483
README.md
483
README.md
@@ -6,11 +6,65 @@ A comprehensive production-ready system combining **83 specialized AI agents**,
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This unified repository provides everything needed for intelligent automation and multi-agent orchestration across modern software development:
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- **83 Specialized Agents** - Domain experts with deep knowledge (architecture, languages, infrastructure, quality, data/AI, business)
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- **15 Workflow Orchestrators** - Multi-agent coordination systems for complex operations
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- **42 Development Tools** - Focused utilities for specific tasks
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- **83 Specialized Agents** - Domain experts with deep knowledge across architecture, languages, infrastructure, quality, data/AI, documentation, business operations, and SEO
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- **15 Workflow Orchestrators** - Multi-agent coordination systems for complex operations like full-stack development, security hardening, ML pipelines, and incident response
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- **42 Development Tools** - Focused utilities for specific tasks including API scaffolding, security scanning, test automation, and infrastructure setup
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## System Requirements
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## Installation
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### Plugin Marketplace (Recommended - Available October 9, 2025)
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Install workflow-based plugin collections directly from the Claude Code plugin marketplace:
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```bash
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# Add the marketplace
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/plugin marketplace add wshobson/agents
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# Browse available plugins
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/plugin list
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# Install workflow-based plugins
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/plugin install full-stack-development
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/plugin install security-hardening
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/plugin install data-ml-pipeline
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/plugin install incident-response
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# Install infrastructure/specialist plugins
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/plugin install cloud-infrastructure
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/plugin install language-specialists
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/plugin install seo-content-suite
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```
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### Manual Installation
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```bash
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cd ~/.claude
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git clone https://github.com/wshobson/agents.git
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```
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All agents, workflows, and tools will be automatically available to Claude Code.
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## Repository Structure
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```
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agents/
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├── agents/ # 83 specialized AI agents
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│ ├── backend-architect.md
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│ ├── frontend-developer.md
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│ └── ... (all agent definitions)
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├── workflows/ # 15 multi-agent orchestrators
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│ ├── feature-development.md
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│ ├── full-stack-feature.md
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│ ├── security-hardening.md
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│ └── ... (workflow commands)
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├── tools/ # 42 development utilities
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│ ├── api-scaffold.md
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│ ├── security-scan.md
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│ └── ... (tool commands)
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└── README.md
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```
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## Agent Categories
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### Architecture & System Design
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@@ -184,15 +238,6 @@ This unified repository provides everything needed for intelligent automation an
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| [hr-pro](agents/hr-pro.md) | opus | HR operations, policies, employee relations |
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| [legal-advisor](agents/legal-advisor.md) | opus | Privacy policies, terms of service, legal documentation |
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### Specialized Domains
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| Agent | Model | Description |
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|-------|-------|-------------|
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| [blockchain-developer](agents/blockchain-developer.md) | sonnet | Web3 apps, smart contracts, DeFi protocols |
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| [payment-integration](agents/payment-integration.md) | sonnet | Payment processor integration (Stripe, PayPal) |
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| [legacy-modernizer](agents/legacy-modernizer.md) | sonnet | Legacy code refactoring and modernization |
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| [context-manager](agents/context-manager.md) | haiku | Multi-agent context management |
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### SEO & Content Optimization
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| Agent | Model | Description |
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@@ -208,6 +253,15 @@ This unified repository provides everything needed for intelligent automation an
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| [seo-content-writer](agents/seo-content-writer.md) | sonnet | SEO-optimized content creation |
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| [seo-content-planner](agents/seo-content-planner.md) | haiku | Content planning and topic clusters |
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### Specialized Domains
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| Agent | Model | Description |
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|-------|-------|-------------|
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| [blockchain-developer](agents/blockchain-developer.md) | sonnet | Web3 apps, smart contracts, DeFi protocols |
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| [payment-integration](agents/payment-integration.md) | sonnet | Payment processor integration (Stripe, PayPal) |
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| [legacy-modernizer](agents/legacy-modernizer.md) | sonnet | Legacy code refactoring and modernization |
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| [context-manager](agents/context-manager.md) | haiku | Multi-agent context management |
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## Model Configuration
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Agents are assigned to specific Claude models based on task complexity and computational requirements. The system uses three model tiers:
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@@ -247,58 +301,103 @@ Agents are assigned to specific Claude models based on task complexity and compu
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| AI/ML Complex | 5 | `ai-engineer`, `ml-engineer`, `mlops-engineer`, `data-scientist`, `prompt-engineer` |
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| Business Critical | 4 | `docs-architect`, `hr-pro`, `legal-advisor`, `quant-analyst` |
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## Installation
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## Usage
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### Plugin Marketplace (Recommended - Available October 9, 2025)
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Install workflow-based plugin collections directly from the Claude Code plugin marketplace:
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### Workflow Invocation
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```bash
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# Add the marketplace
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/plugin marketplace add wshobson/agents
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# Full-stack feature development
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/workflows:feature-development implement OAuth2 authentication
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# Browse available plugins
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/plugin list
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# Security hardening
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/workflows:security-hardening perform security audit and remediation
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# Install workflow-based plugins
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/plugin install full-stack-development
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/plugin install security-hardening
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/plugin install data-ml-pipeline
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/plugin install incident-response
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# ML pipeline
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/workflows:ml-pipeline build recommendation system with monitoring
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# Install infrastructure/specialist plugins
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/plugin install cloud-infrastructure
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/plugin install language-specialists
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/plugin install seo-content-suite
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# Incident response
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/workflows:incident-response debug production memory leak
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```
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### Manual Installation
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### Tool Invocation
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```bash
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cd ~/.claude
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git clone https://github.com/wshobson/agents.git
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# API scaffolding
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/tools:api-scaffold create user management endpoints
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# Security scanning
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/tools:security-scan perform vulnerability assessment
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# Documentation generation
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/tools:doc-generate create API documentation
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```
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All agents, workflows, and tools will be automatically available to Claude Code.
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### Direct Agent Access
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## Repository Structure
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Agents are automatically available and can be explicitly invoked:
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```bash
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"Use backend-architect to design the authentication API"
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"Have security-auditor scan for OWASP vulnerabilities"
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"Get performance-engineer to optimize this bottleneck"
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```
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agents/
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├── agents/ # 83 specialized AI agents
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│ ├── backend-architect.md
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│ ├── frontend-developer.md
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│ └── ... (all agent definitions)
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├── workflows/ # 15 multi-agent orchestrators
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│ ├── feature-development.md
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│ ├── full-stack-feature.md
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│ ├── security-hardening.md
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│ └── ... (workflow commands)
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├── tools/ # 42 development utilities
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│ ├── api-scaffold.md
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│ ├── security-scan.md
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│ └── ... (tool commands)
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└── README.md
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## Multi-Agent Orchestration Examples
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### Full-Stack Development
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```bash
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/workflows:full-stack-feature implement user dashboard with analytics
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```
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**Orchestrates**: backend-architect → graphql-architect → frontend-developer → mobile-developer → test-automator → security-auditor → performance-engineer → deployment-engineer
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### Security Hardening
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```bash
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/workflows:security-hardening implement security best practices
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```
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**Orchestrates**: security-auditor → backend-security-coder → frontend-security-coder → mobile-security-coder → test-automator
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### Data/ML Pipeline
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```bash
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/workflows:ml-pipeline build customer churn prediction model
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```
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**Orchestrates**: data-scientist → data-engineer → ml-engineer → mlops-engineer → ai-engineer → performance-engineer
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### Incident Response
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```bash
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/workflows:incident-response debug high CPU usage in production
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```
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**Orchestrates**: incident-responder → devops-troubleshooter → debugger → error-detective → observability-engineer
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### Common Workflow Patterns
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|
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**Feature Development**
|
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```
|
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"Implement user authentication"
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→ backend-architect → frontend-developer → test-automator → security-auditor
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```
|
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|
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**Performance Optimization**
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```
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"Optimize checkout process"
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→ performance-engineer → database-optimizer → frontend-developer
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```
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**Production Incidents**
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```
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"Debug high memory usage"
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→ incident-responder → devops-troubleshooter → error-detective → performance-engineer
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```
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**Infrastructure Setup**
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```
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"Set up disaster recovery"
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→ database-admin → database-optimizer → terraform-specialist
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```
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**ML Pipeline Development**
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```
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"Build ML pipeline with monitoring"
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→ mlops-engineer → ml-engineer → data-engineer → performance-engineer
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```
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## Workflow Commands
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@@ -372,151 +471,16 @@ Focused, single-purpose utilities for specific development operations:
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### And 20+ more tools for debugging, documentation, data validation, cost optimization, and developer workflows
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## Usage
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## Contributing
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### Workflow Invocation
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To add new agents, workflows, or tools:
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```bash
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# Full-stack feature development
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/workflows:feature-development implement OAuth2 authentication
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1. Create a new `.md` file in the appropriate directory with frontmatter
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2. Use lowercase, hyphen-separated naming convention
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3. Write clear activation criteria in the description
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4. Define comprehensive system prompt with expertise areas
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# Security hardening
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/workflows:security-hardening perform security audit and remediation
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|
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# ML pipeline
|
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/workflows:ml-pipeline build recommendation system with monitoring
|
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|
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# Incident response
|
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/workflows:incident-response debug production memory leak
|
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```
|
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|
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### Tool Invocation
|
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|
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```bash
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# API scaffolding
|
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/tools:api-scaffold create user management endpoints
|
||||
|
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# Security scanning
|
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/tools:security-scan perform vulnerability assessment
|
||||
|
||||
# Documentation generation
|
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/tools:doc-generate create API documentation
|
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```
|
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|
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### Direct Agent Access
|
||||
|
||||
Agents are automatically available and can be explicitly invoked:
|
||||
|
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```bash
|
||||
"Use backend-architect to design the authentication API"
|
||||
"Have security-auditor scan for OWASP vulnerabilities"
|
||||
"Get performance-engineer to optimize this bottleneck"
|
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```
|
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|
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## Agent Categories
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### Architecture & System Design (7 agents)
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backend-architect, cloud-architect, kubernetes-architect, hybrid-cloud-architect, graphql-architect, terraform-specialist, architect-review
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### Programming Languages (15 agents)
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javascript-pro, typescript-pro, python-pro, golang-pro, rust-pro, java-pro, csharp-pro, c-pro, cpp-pro, ruby-pro, php-pro, scala-pro, elixir-pro, django-pro, fastapi-pro
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### Infrastructure & Operations (9 agents)
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devops-troubleshooter, deployment-engineer, database-admin, database-optimizer, database-architect, network-engineer, incident-responder, performance-engineer, observability-engineer
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### Security & Quality (9 agents)
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code-reviewer, security-auditor, backend-security-coder, frontend-security-coder, mobile-security-coder, test-automator, tdd-orchestrator, debugger, error-detective
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### Frontend & Mobile (7 agents)
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frontend-developer, ui-ux-designer, ui-visual-validator, mobile-developer, ios-developer, flutter-expert, unity-developer
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### Data & AI (6 agents)
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data-scientist, data-engineer, ml-engineer, mlops-engineer, ai-engineer, prompt-engineer
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### Documentation (5 agents)
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docs-architect, api-documenter, reference-builder, tutorial-engineer, mermaid-expert
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### Business & Operations (6 agents)
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business-analyst, hr-pro, legal-advisor, customer-support, sales-automator, content-marketer
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### SEO & Content (10 agents)
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seo-content-writer, seo-content-auditor, seo-keyword-strategist, seo-meta-optimizer, seo-structure-architect, seo-snippet-hunter, seo-content-refresher, seo-cannibalization-detector, seo-authority-builder, seo-content-planner
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### Specialized Domains (7 agents)
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blockchain-developer, quant-analyst, risk-manager, payment-integration, minecraft-bukkit-pro, legacy-modernizer, context-manager
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### Utilities (3 agents)
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search-specialist, dx-optimizer, sql-pro
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## Multi-Agent Orchestration Examples
|
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|
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### Full-Stack Development
|
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```bash
|
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/workflows:full-stack-feature implement user dashboard with analytics
|
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```
|
||||
**Orchestrates**: backend-architect → graphql-architect → frontend-developer → mobile-developer → test-automator → security-auditor → performance-engineer → deployment-engineer
|
||||
|
||||
### Security Hardening
|
||||
```bash
|
||||
/workflows:security-hardening implement security best practices
|
||||
```
|
||||
**Orchestrates**: security-auditor → backend-security-coder → frontend-security-coder → mobile-security-coder → test-automator
|
||||
|
||||
### Data/ML Pipeline
|
||||
```bash
|
||||
/workflows:ml-pipeline build customer churn prediction model
|
||||
```
|
||||
**Orchestrates**: data-scientist → data-engineer → ml-engineer → mlops-engineer → ai-engineer → performance-engineer
|
||||
|
||||
### Incident Response
|
||||
```bash
|
||||
/workflows:incident-response debug high CPU usage in production
|
||||
```
|
||||
**Orchestrates**: incident-responder → devops-troubleshooter → debugger → error-detective → observability-engineer
|
||||
|
||||
## Model Configuration
|
||||
|
||||
Agents are assigned to specific Claude models based on task complexity:
|
||||
|
||||
| Model | Count | Use Cases |
|
||||
|-------|-------|-----------|
|
||||
| **Opus** | 22 | Complex architecture, critical analysis, security audits, business operations |
|
||||
| **Sonnet** | 50 | Standard development, engineering tasks, quality assurance |
|
||||
| **Haiku** | 11 | Quick focused tasks, SEO optimization, reference building |
|
||||
|
||||
### Common Workflow Patterns
|
||||
|
||||
**Feature Development**
|
||||
```
|
||||
"Implement user authentication"
|
||||
→ backend-architect → frontend-developer → test-automator → security-auditor
|
||||
```
|
||||
|
||||
**Performance Optimization**
|
||||
```
|
||||
"Optimize checkout process"
|
||||
→ performance-engineer → database-optimizer → frontend-developer
|
||||
```
|
||||
|
||||
**Production Incidents**
|
||||
```
|
||||
"Debug high memory usage"
|
||||
→ incident-responder → devops-troubleshooter → error-detective → performance-engineer
|
||||
```
|
||||
|
||||
**Infrastructure Setup**
|
||||
```
|
||||
"Set up disaster recovery"
|
||||
→ database-admin → database-optimizer → terraform-specialist
|
||||
```
|
||||
|
||||
**ML Pipeline Development**
|
||||
```
|
||||
"Build ML pipeline with monitoring"
|
||||
→ mlops-engineer → ml-engineer → data-engineer → performance-engineer
|
||||
```
|
||||
|
||||
## Subagent Format
|
||||
### Subagent Format
|
||||
|
||||
Each subagent is defined as a Markdown file with frontmatter:
|
||||
|
||||
@@ -537,141 +501,6 @@ System prompt defining the subagent's expertise and behavior
|
||||
- **sonnet**: Standard development and engineering tasks
|
||||
- **opus**: Complex analysis, architecture, and critical operations
|
||||
|
||||
## Agent Orchestration Patterns
|
||||
|
||||
### Sequential Processing
|
||||
```
|
||||
backend-architect → frontend-developer → test-automator → security-auditor
|
||||
```
|
||||
|
||||
### Parallel Execution
|
||||
```
|
||||
performance-engineer + database-optimizer → Merged optimization
|
||||
```
|
||||
|
||||
### Conditional Routing
|
||||
```
|
||||
debugger → [backend-architect | frontend-developer | devops-troubleshooter]
|
||||
```
|
||||
|
||||
### Validation Pipeline
|
||||
```
|
||||
feature-development → security-auditor → performance-engineer → Validated release
|
||||
```
|
||||
|
||||
## Migration from Commands Repository
|
||||
|
||||
### Architecture & Planning
|
||||
|
||||
| Task | Recommended Agent | Key Capabilities |
|
||||
|------|------------------|------------------|
|
||||
| API Design | `backend-architect` | RESTful APIs, microservices, database schemas |
|
||||
| Cloud Infrastructure | `cloud-architect` | AWS/Azure/GCP design, scalability planning |
|
||||
| UI/UX Design | `ui-ux-designer` | Interface design, wireframes, design systems |
|
||||
| System Architecture | `architect-reviewer` | Pattern validation, consistency analysis |
|
||||
|
||||
### Development by Language
|
||||
|
||||
| Language Category | Agents | Primary Use Cases |
|
||||
|-------------------|--------|-------------------|
|
||||
| Systems Programming | `c-pro`, `cpp-pro`, `rust-pro`, `golang-pro` | OS interfaces, embedded systems, high performance |
|
||||
| Web Development | `javascript-pro`, `typescript-pro`, `python-pro`, `ruby-pro`, `php-pro` | Full-stack web applications, APIs, scripting |
|
||||
| Enterprise | `java-pro`, `csharp-pro`, `scala-pro` | Large-scale applications, enterprise systems |
|
||||
| Mobile | `ios-developer`, `flutter-expert`, `mobile-developer` | Native and cross-platform mobile apps |
|
||||
| Specialized | `elixir-pro`, `django-pro`, `fastapi-pro`, `unity-developer`, `minecraft-bukkit-pro` | Domain-specific development |
|
||||
|
||||
### Operations & Infrastructure
|
||||
|
||||
| Task | Recommended Agent | Key Capabilities |
|
||||
|------|------------------|------------------|
|
||||
| Production Issues | `devops-troubleshooter` | Log analysis, deployment debugging |
|
||||
| Critical Incidents | `incident-responder` | Outage response, immediate mitigation |
|
||||
| Database Performance | `database-optimizer` | Query optimization, indexing strategies |
|
||||
| Database Operations | `database-admin` | Backup, replication, disaster recovery |
|
||||
| Infrastructure as Code | `terraform-specialist` | Terraform modules, state management |
|
||||
| Network Issues | `network-engineer` | Network debugging, load balancing |
|
||||
|
||||
### Quality & Security
|
||||
|
||||
| Task | Recommended Agent | Key Capabilities |
|
||||
|------|------------------|------------------|
|
||||
| Code Review | `code-reviewer` | Security focus, best practices |
|
||||
| Security Audit | `security-auditor` | Vulnerability scanning, OWASP compliance |
|
||||
| Test Creation | `test-automator` | Unit, integration, E2E test suites |
|
||||
| Performance Issues | `performance-engineer` | Profiling, optimization |
|
||||
| Bug Investigation | `debugger` | Error resolution, root cause analysis |
|
||||
|
||||
### Data & Machine Learning
|
||||
|
||||
| Task | Recommended Agent | Key Capabilities |
|
||||
|------|------------------|------------------|
|
||||
| Data Analysis | `data-scientist` | SQL queries, statistical analysis |
|
||||
| LLM Applications | `ai-engineer` | RAG systems, prompt pipelines |
|
||||
| ML Development | `ml-engineer` | Model training, feature engineering |
|
||||
| ML Operations | `mlops-engineer` | ML infrastructure, experiment tracking |
|
||||
|
||||
### Documentation & Business
|
||||
|
||||
| Task | Recommended Agent | Key Capabilities |
|
||||
|------|------------------|------------------|
|
||||
| Technical Docs | `docs-architect` | Comprehensive documentation generation |
|
||||
| API Documentation | `api-documenter` | OpenAPI/Swagger specifications |
|
||||
| Business Metrics | `business-analyst` | KPI tracking, reporting |
|
||||
| Legal Compliance | `legal-advisor` | Privacy policies, terms of service |
|
||||
|
||||
## Best Practices
|
||||
|
||||
### Task Delegation
|
||||
1. **Automatic selection** - Let Claude Code analyze context and select optimal agents
|
||||
2. **Clear requirements** - Specify constraints, tech stack, and quality standards
|
||||
3. **Trust specialization** - Each agent is optimized for their specific domain
|
||||
|
||||
### Multi-Agent Workflows
|
||||
1. **High-level requests** - Allow agents to coordinate complex multi-step tasks
|
||||
2. **Context preservation** - Ensure agents have necessary background information
|
||||
3. **Integration review** - Verify how different agents' outputs work together
|
||||
|
||||
### Explicit Control
|
||||
1. **Direct invocation** - Specify agents when you need particular expertise
|
||||
2. **Strategic combination** - Use multiple specialists for validation
|
||||
3. **Review patterns** - Request specific review workflows (e.g., "security-auditor reviews API design")
|
||||
|
||||
### Performance Optimization
|
||||
1. **Monitor effectiveness** - Track which agents work best for your use cases
|
||||
2. **Iterative refinement** - Use agent feedback to improve requirements
|
||||
3. **Complexity matching** - Align task complexity with agent capabilities
|
||||
|
||||
## Contributing
|
||||
|
||||
To add new agents, workflows, or tools:
|
||||
|
||||
1. Create a new `.md` file in the `agents/` directory with appropriate frontmatter
|
||||
2. Use lowercase, hyphen-separated naming convention
|
||||
3. Write clear activation criteria in the description
|
||||
4. Define comprehensive system prompt with expertise areas
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
### Agent Not Activating
|
||||
- Ensure request clearly indicates the domain
|
||||
- Be specific about task type and requirements
|
||||
- Use explicit invocation if automatic selection fails
|
||||
|
||||
### Unexpected Agent Selection
|
||||
- Provide more context about tech stack
|
||||
- Include specific requirements in request
|
||||
- Use direct agent naming for precise control
|
||||
|
||||
### Conflicting Recommendations
|
||||
- Normal behavior - specialists have different priorities
|
||||
- Request reconciliation between specific agents
|
||||
- Consider trade-offs based on project requirements
|
||||
|
||||
### Missing Context
|
||||
- Include background information in requests
|
||||
- Reference previous work or patterns
|
||||
- Provide project-specific constraints
|
||||
|
||||
## License
|
||||
|
||||
MIT License - see [LICENSE](LICENSE) file for details.
|
||||
|
||||
Reference in New Issue
Block a user