wehub-resource-sync
380 lines
29 KiB
Markdown
380 lines
29 KiB
Markdown
# Agent Reference
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Complete reference for all **199 local specialized AI agents** organized by category with model assignments.
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## Agent Categories
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### Architecture & System Design
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#### Core Architecture
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| Agent | Model | Description |
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| --------------------------------------------------------------------------------------------- | ------ | ---------------------------------------------------------------------- |
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| [backend-architect](../plugins/backend-development/agents/backend-architect.md) | opus | RESTful API design, microservice boundaries, database schemas |
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| [frontend-developer](../plugins/multi-platform-apps/agents/frontend-developer.md) | sonnet | React components, responsive layouts, client-side state management |
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| [graphql-architect](../plugins/backend-development/agents/graphql-architect.md) | opus | GraphQL schemas, resolvers, federation architecture |
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| [architect-reviewer](../plugins/comprehensive-review/agents/architect-review.md) | opus | Architectural consistency analysis and pattern validation |
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| [cloud-architect](../plugins/cloud-infrastructure/agents/cloud-architect.md) | opus | AWS/Azure/GCP infrastructure design and cost optimization |
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| [hybrid-cloud-architect](../plugins/cloud-infrastructure/agents/hybrid-cloud-architect.md) | opus | Multi-cloud strategies across cloud and on-premises environments |
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| [kubernetes-architect](../plugins/kubernetes-operations/agents/kubernetes-architect.md) | opus | Cloud-native infrastructure with Kubernetes and GitOps |
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| [service-mesh-expert](../plugins/cloud-infrastructure/agents/service-mesh-expert.md) | opus | Istio/Linkerd service mesh architecture, mTLS, and traffic management |
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| [event-sourcing-architect](../plugins/backend-development/agents/event-sourcing-architect.md) | opus | Event sourcing, CQRS patterns, event stores, and saga orchestration |
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| [monorepo-architect](../plugins/developer-essentials/agents/monorepo-architect.md) | opus | Monorepo tooling with Nx, Turborepo, Bazel, and workspace optimization |
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#### UI/UX & Mobile
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| Agent | Model | Description |
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| ---------------------------------------------------------------------------------------- | ------ | ------------------------------------------------------- |
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| [ui-designer](../plugins/ui-design/agents/ui-designer.md) | opus | UI/UX design for mobile and web with modern patterns |
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| [accessibility-expert](../plugins/ui-design/agents/accessibility-expert.md) | opus | WCAG compliance, accessibility audits, inclusive design |
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| [design-system-architect](../plugins/ui-design/agents/design-system-architect.md) | opus | Design tokens, component libraries, theming systems |
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| [ui-ux-designer](../plugins/multi-platform-apps/agents/ui-ux-designer.md) | sonnet | Interface design, wireframes, design systems |
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| [ui-visual-validator](../plugins/accessibility-compliance/agents/ui-visual-validator.md) | sonnet | Visual regression testing and UI verification |
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| [mobile-developer](../plugins/multi-platform-apps/agents/mobile-developer.md) | sonnet | React Native and Flutter application development |
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| [ios-developer](../plugins/multi-platform-apps/agents/ios-developer.md) | sonnet | Native iOS development with Swift/SwiftUI |
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| [flutter-expert](../plugins/multi-platform-apps/agents/flutter-expert.md) | sonnet | Advanced Flutter development with state management |
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### Programming Languages
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#### Systems & Low-Level
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| Agent | Model | Description |
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| ----------------------------------------------------------------- | ------ | ----------------------------------------------------------- |
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| [c-pro](../plugins/systems-programming/agents/c-pro.md) | sonnet | System programming with memory management and OS interfaces |
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| [cpp-pro](../plugins/systems-programming/agents/cpp-pro.md) | sonnet | Modern C++ with RAII, smart pointers, STL algorithms |
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| [rust-pro](../plugins/systems-programming/agents/rust-pro.md) | sonnet | Memory-safe systems programming with ownership patterns |
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| [golang-pro](../plugins/systems-programming/agents/golang-pro.md) | sonnet | Concurrent programming with goroutines and channels |
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#### Web & Application
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| Agent | Model | Description |
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| ----------------------------------------------------------------------------------- | ------ | --------------------------------------------------------------------------------- |
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| [javascript-pro](../plugins/javascript-typescript/agents/javascript-pro.md) | sonnet | Modern JavaScript with ES6+, async patterns, Node.js |
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| [typescript-pro](../plugins/javascript-typescript/agents/typescript-pro.md) | sonnet | Advanced TypeScript with type systems and generics |
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| [python-pro](../plugins/python-development/agents/python-pro.md) | sonnet | Python development with advanced features and optimization |
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| [temporal-python-pro](../plugins/backend-development/agents/temporal-python-pro.md) | sonnet | Temporal workflow orchestration with Python SDK, durable workflows, saga patterns |
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| [ruby-pro](../plugins/web-scripting/agents/ruby-pro.md) | sonnet | Ruby with metaprogramming, Rails patterns, gem development |
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| [php-pro](../plugins/web-scripting/agents/php-pro.md) | sonnet | Modern PHP with frameworks and performance optimization |
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#### Enterprise & JVM
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| Agent | Model | Description |
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| ----------------------------------------------------------- | ------ | -------------------------------------------------------------------- |
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| [java-pro](../plugins/jvm-languages/agents/java-pro.md) | sonnet | Modern Java with streams, concurrency, JVM optimization |
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| [scala-pro](../plugins/jvm-languages/agents/scala-pro.md) | sonnet | Enterprise Scala with functional programming and distributed systems |
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| [csharp-pro](../plugins/jvm-languages/agents/csharp-pro.md) | sonnet | C# development with .NET frameworks and patterns |
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#### Specialized Platforms
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| Agent | Model | Description |
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| ---------------------------------------------------------------------------------- | ------ | ----------------------------------------------------------------------------------------- |
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| [elixir-pro](../plugins/functional-programming/agents/elixir-pro.md) | sonnet | Elixir with OTP patterns and Phoenix frameworks |
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| [django-pro](../plugins/api-scaffolding/agents/django-pro.md) | sonnet | Django development with ORM and async views |
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| [fastapi-pro](../plugins/api-scaffolding/agents/fastapi-pro.md) | sonnet | FastAPI with async patterns and Pydantic |
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| [haskell-pro](../plugins/functional-programming/agents/haskell-pro.md) | sonnet | Strongly typed functional programming with purity, advanced type systems, and concurrency |
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| [unity-developer](../plugins/game-development/agents/unity-developer.md) | sonnet | Unity game development and optimization |
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| [minecraft-bukkit-pro](../plugins/game-development/agents/minecraft-bukkit-pro.md) | sonnet | Minecraft server plugin development |
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| [sql-pro](../plugins/database-design/agents/sql-pro.md) | sonnet | Complex SQL queries and database optimization |
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### Infrastructure & Operations
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#### DevOps & Deployment
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| Agent | Model | Description |
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| -------------------------------------------------------------------------------------- | ------ | ------------------------------------------------------------------ |
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| [devops-troubleshooter](../plugins/incident-response/agents/devops-troubleshooter.md) | sonnet | Production debugging, log analysis, deployment troubleshooting |
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| [deployment-engineer](../plugins/cloud-infrastructure/agents/deployment-engineer.md) | sonnet | CI/CD pipelines, containerization, cloud deployments |
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| [terraform-specialist](../plugins/cloud-infrastructure/agents/terraform-specialist.md) | sonnet | Infrastructure as Code with Terraform modules and state management |
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| [dx-optimizer](../plugins/team-collaboration/agents/dx-optimizer.md) | sonnet | Developer experience optimization and tooling improvements |
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#### Database Management
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| Agent | Model | Description |
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| -------------------------------------------------------------------------------------- | ------ | ------------------------------------------------------------------- |
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| [database-optimizer](../plugins/observability-monitoring/agents/database-optimizer.md) | sonnet | Query optimization, index design, migration strategies |
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| [database-admin](../plugins/database-migrations/agents/database-admin.md) | sonnet | Database operations, backup, replication, monitoring |
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| [database-architect](../plugins/database-design/agents/database-architect.md) | opus | Database design from scratch, technology selection, schema modeling |
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#### Incident Response & Network
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| Agent | Model | Description |
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| ---------------------------------------------------------------------------------- | ------ | --------------------------------------------------- |
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| [incident-responder](../plugins/incident-response/agents/incident-responder.md) | opus | Production incident management and resolution |
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| [network-engineer](../plugins/observability-monitoring/agents/network-engineer.md) | sonnet | Network debugging, load balancing, traffic analysis |
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#### Project Management
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| Agent | Model | Description |
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| ----------------------------------------------------------------- | ----- | ------------------------------------------------------------------------------------ |
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| [conductor-validator](../plugins/conductor/agents/conductor-validator.md) | opus | Validates Conductor project artifacts for completeness, consistency, and correctness |
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### Quality Assurance & Security
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#### Code Quality & Review
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| Agent | Model | Description |
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| ------------------------------------------------------------------------------------------------ | ----- | --------------------------------------------------------------- |
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| [code-reviewer](../plugins/comprehensive-review/agents/code-reviewer.md) | opus | Code review with security focus and production reliability |
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| [security-auditor](../plugins/comprehensive-review/agents/security-auditor.md) | opus | Vulnerability assessment and OWASP compliance |
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| [backend-security-coder](../plugins/data-validation-suite/agents/backend-security-coder.md) | opus | Secure backend coding practices, API security implementation |
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| [frontend-security-coder](../plugins/frontend-mobile-security/agents/frontend-security-coder.md) | opus | XSS prevention, CSP implementation, client-side security |
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| [mobile-security-coder](../plugins/frontend-mobile-security/agents/mobile-security-coder.md) | opus | Mobile security patterns, WebView security, biometric auth |
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| [threat-modeling-expert](../plugins/security-scanning/agents/threat-modeling-expert.md) | opus | STRIDE threat modeling, attack trees, and security requirements |
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#### Testing & Debugging
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| Agent | Model | Description |
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| ----------------------------------------------------------------------------- | ------ | ---------------------------------------------------------- |
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| [test-automator](../plugins/codebase-cleanup/agents/test-automator.md) | sonnet | Comprehensive test suite creation (unit, integration, e2e) |
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| [tdd-orchestrator](../plugins/backend-development/agents/tdd-orchestrator.md) | sonnet | Test-Driven Development methodology guidance |
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| [debugger](../plugins/error-debugging/agents/debugger.md) | sonnet | Error resolution and test failure analysis |
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| [error-detective](../plugins/error-debugging/agents/error-detective.md) | sonnet | Log analysis and error pattern recognition |
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#### Performance & Observability
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| Agent | Model | Description |
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| ---------------------------------------------------------------------------------------------- | ----- | -------------------------------------------------------------- |
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| [performance-engineer](../plugins/observability-monitoring/agents/performance-engineer.md) | opus | Application profiling and optimization |
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| [observability-engineer](../plugins/observability-monitoring/agents/observability-engineer.md) | opus | Production monitoring, distributed tracing, SLI/SLO management |
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| [search-specialist](../plugins/content-marketing/agents/search-specialist.md) | haiku | Advanced web research and information synthesis |
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### Data & AI
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#### Data Engineering & Analytics
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| Agent | Model | Description |
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| -------------------------------------------------------------------------- | ------ | ------------------------------------------------------- |
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| [data-scientist](../plugins/machine-learning-ops/agents/data-scientist.md) | opus | Data analysis, SQL queries, BigQuery operations |
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| [data-engineer](../plugins/data-engineering/agents/data-engineer.md) | sonnet | ETL pipelines, data warehouses, streaming architectures |
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#### Machine Learning & AI
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| Agent | Model | Description |
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| --------------------------------------------------------------------------------------------- | ----- | --------------------------------------------------------------------- |
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| [ai-engineer](../plugins/llm-application-dev/agents/ai-engineer.md) | opus | LLM applications, RAG systems, prompt pipelines |
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| [ml-engineer](../plugins/machine-learning-ops/agents/ml-engineer.md) | opus | ML pipelines, model serving, feature engineering |
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| [mlops-engineer](../plugins/machine-learning-ops/agents/mlops-engineer.md) | opus | ML infrastructure, experiment tracking, model registries |
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| [prompt-engineer](../plugins/llm-application-dev/agents/prompt-engineer.md) | opus | LLM prompt optimization and engineering |
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| [vector-database-engineer](../plugins/llm-application-dev/agents/vector-database-engineer.md) | opus | Vector databases, embeddings, similarity search, and hybrid retrieval |
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### Documentation & Technical Writing
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| Agent | Model | Description |
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| ------------------------------------------------------------------------------------ | ------ | --------------------------------------------------------------------- |
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| [docs-architect](../plugins/code-documentation/agents/docs-architect.md) | opus | Comprehensive technical documentation generation |
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| [api-documenter](../plugins/api-testing-observability/agents/api-documenter.md) | sonnet | OpenAPI/Swagger specifications and developer docs |
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| [reference-builder](../plugins/documentation-generation/agents/reference-builder.md) | haiku | Technical references and API documentation |
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| [tutorial-engineer](../plugins/code-documentation/agents/tutorial-engineer.md) | sonnet | Step-by-step tutorials and educational content |
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| [mermaid-expert](../plugins/documentation-generation/agents/mermaid-expert.md) | sonnet | Diagram creation (flowcharts, sequences, ERDs) |
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| [c4-code](../plugins/c4-architecture/agents/c4-code.md) | haiku | C4 Code-level documentation with function signatures and dependencies |
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| [c4-component](../plugins/c4-architecture/agents/c4-component.md) | sonnet | C4 Component-level architecture synthesis and documentation |
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| [c4-container](../plugins/c4-architecture/agents/c4-container.md) | sonnet | C4 Container-level architecture with API documentation |
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| [c4-context](../plugins/c4-architecture/agents/c4-context.md) | sonnet | C4 Context-level system documentation with personas and user journeys |
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### Business & Operations
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#### Business Analysis & Finance
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| Agent | Model | Description |
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| ---------------------------------------------------------------------------- | ------ | ------------------------------------------------------- |
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| [business-analyst](../plugins/business-analytics/agents/business-analyst.md) | sonnet | Metrics analysis, reporting, KPI tracking |
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| [quant-analyst](../plugins/quantitative-trading/agents/quant-analyst.md) | opus | Financial modeling, trading strategies, market analysis |
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| [risk-manager](../plugins/quantitative-trading/agents/risk-manager.md) | sonnet | Portfolio risk monitoring and management |
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#### Marketing & Sales
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| Agent | Model | Description |
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| --------------------------------------------------------------------------------- | ------ | -------------------------------------------- |
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| [content-marketer](../plugins/content-marketing/agents/content-marketer.md) | sonnet | Blog posts, social media, email campaigns |
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| [social-publishing-publisher](../plugins/social-publishing/agents/social-publishing-publisher.md) | haiku | Multi-platform social media publishing via SocialClaw |
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| [sales-automator](../plugins/customer-sales-automation/agents/sales-automator.md) | haiku | Cold emails, follow-ups, proposal generation |
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#### Support & Legal
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| Agent | Model | Description |
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| ----------------------------------------------------------------------------------- | ------ | ------------------------------------------------------- |
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| [customer-support](../plugins/customer-sales-automation/agents/customer-support.md) | sonnet | Support tickets, FAQ responses, customer communication |
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| [hr-pro](../plugins/hr-legal-compliance/agents/hr-pro.md) | opus | HR operations, policies, employee relations |
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| [legal-advisor](../plugins/hr-legal-compliance/agents/legal-advisor.md) | opus | Privacy policies, terms of service, legal documentation |
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### SEO & Content Optimization
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| Agent | Model | Description |
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| --------------------------------------------------------------------------------------------------------- | ------ | ---------------------------------------------------- |
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| [seo-content-auditor](../plugins/seo-content-creation/agents/seo-content-auditor.md) | sonnet | Content quality analysis, E-E-A-T signals assessment |
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| [seo-meta-optimizer](../plugins/seo-technical-optimization/agents/seo-meta-optimizer.md) | haiku | Meta title and description optimization |
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| [seo-keyword-strategist](../plugins/seo-technical-optimization/agents/seo-keyword-strategist.md) | haiku | Keyword analysis and semantic variations |
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| [seo-structure-architect](../plugins/seo-technical-optimization/agents/seo-structure-architect.md) | haiku | Content structure and schema markup |
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| [seo-snippet-hunter](../plugins/seo-technical-optimization/agents/seo-snippet-hunter.md) | haiku | Featured snippet formatting |
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| [seo-content-refresher](../plugins/seo-analysis-monitoring/agents/seo-content-refresher.md) | haiku | Content freshness analysis |
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| [seo-cannibalization-detector](../plugins/seo-analysis-monitoring/agents/seo-cannibalization-detector.md) | haiku | Keyword overlap detection |
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| [seo-authority-builder](../plugins/seo-analysis-monitoring/agents/seo-authority-builder.md) | sonnet | E-E-A-T signal analysis |
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| [seo-content-writer](../plugins/seo-content-creation/agents/seo-content-writer.md) | sonnet | SEO-optimized content creation |
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| [seo-content-planner](../plugins/seo-content-creation/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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| [arm-cortex-expert](../plugins/arm-cortex-microcontrollers/agents/arm-cortex-expert.md) | sonnet | ARM Cortex-M firmware and peripheral driver development |
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| [blockchain-developer](../plugins/blockchain-web3/agents/blockchain-developer.md) | sonnet | Web3 apps, smart contracts, DeFi protocols |
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| [payment-integration](../plugins/payment-processing/agents/payment-integration.md) | sonnet | Payment processor integration (Stripe, PayPal) |
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| [legacy-modernizer](../plugins/framework-migration/agents/legacy-modernizer.md) | sonnet | Legacy code refactoring and modernization |
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| [context-manager](../plugins/agent-orchestration/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.
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### Model Distribution Summary
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| Model | Agent Count | Use Case |
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| ------- | ----------- | --------------------------------------------------------------- |
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| Fable | 0 | Longest-horizon autonomous work (tier above Opus; see criteria) |
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| Opus | 54 | Critical architecture, security, code review, production coding |
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| Sonnet | 68 | Complex tasks, support with intelligence |
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| Haiku | 25 | Fast operational tasks |
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| Inherit | 52 | Complex tasks where the user chooses the model at runtime |
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### Model Selection Criteria
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#### Haiku - Fast Execution & Deterministic Tasks
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**Use when:**
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- Generating code from well-defined specifications
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- Creating tests following established patterns
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- Writing documentation with clear templates
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- Executing infrastructure operations
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- Performing database query optimization
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- Handling customer support responses
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- Processing SEO optimization tasks
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- Managing deployment pipelines
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#### Sonnet - Complex Reasoning & Architecture
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**Use when:**
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- Designing system architecture
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- Making technology selection decisions
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- Performing security audits
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- Reviewing code for architectural patterns
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- Creating complex AI/ML pipelines
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- Providing language-specific expertise
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- Orchestrating multi-agent workflows
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- Handling business-critical legal/HR matters
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#### Fable - Longest-Horizon Autonomous Work
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Claude Fable 5 (`model: fable`) is the tier above Opus. It is opt-in in Claude Code
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(v2.1.170+, never the default) and carries roughly 2.6× the effective cost of Opus
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($10/$50 per MTok plus a ~30% heavier tokenizer), so reserve it for agents where Opus
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demonstrably needs multiple attempts.
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**Use when:**
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- Running multi-hour autonomous sessions (large codebase migrations, overnight refactors)
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- Executing end-to-end work from a single well-specified goal
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- Coordinating long-lived parallel sub-agent workstreams
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**Avoid for:**
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- Security-analysis agents — Fable 5's cyber/bio safety classifiers fall back to
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Opus 4.8 on that content anyway
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- Anything Sonnet or Opus already completes in one pass
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Other harnesses map `fable` to their top available model (see
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[authoring.md](authoring.md#model-aliases)). Fable-tier agent bodies should state goals
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and constraints rather than step-by-step scaffolding, and must not ask the model to echo
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its internal reasoning.
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### Hybrid Orchestration Patterns
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The plugin ecosystem leverages Sonnet + Haiku orchestration for optimal performance and cost efficiency:
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#### Pattern 1: Planning → Execution
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```
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Sonnet: backend-architect (design API architecture)
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↓
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Haiku: Generate API endpoints following spec
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↓
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Haiku: test-automator (generate comprehensive tests)
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↓
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Sonnet: code-reviewer (architectural review)
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```
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#### Pattern 2: Reasoning → Action (Incident Response)
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```
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Sonnet: incident-responder (diagnose issue, create strategy)
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↓
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Haiku: devops-troubleshooter (execute fixes)
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↓
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Haiku: deployment-engineer (deploy hotfix)
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↓
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Haiku: Implement monitoring alerts
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```
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#### Pattern 3: Complex → Simple (Database Design)
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```
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Sonnet: database-architect (schema design, technology selection)
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↓
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Haiku: sql-pro (generate migration scripts)
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↓
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Haiku: database-admin (execute migrations)
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↓
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Haiku: database-optimizer (tune query performance)
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```
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#### Pattern 4: Multi-Agent Workflows
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```
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Full-Stack Feature Development:
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Sonnet: backend-architect + frontend-developer (design components)
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↓
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Haiku: Generate code following designs
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↓
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Haiku: test-automator (unit + integration tests)
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↓
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Sonnet: security-auditor (security review)
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↓
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Haiku: deployment-engineer (CI/CD setup)
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↓
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Haiku: Setup observability stack
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```
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## Agent Invocation
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### Natural Language
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Agents can be invoked through natural language when you need Claude to reason about which specialist to use:
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```
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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 database query"
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```
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### Slash Commands
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Many agents are accessible through plugin slash commands for direct invocation:
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|
||
```bash
|
||
/backend-development:feature-development user authentication
|
||
/security-scanning:security-sast
|
||
/incident-response:smart-fix "memory leak in payment service"
|
||
```
|
||
|
||
## Contributing
|
||
|
||
To add a new agent:
|
||
|
||
1. Create `plugins/{plugin-name}/agents/{agent-name}.md`
|
||
2. Add frontmatter with name, description, and model assignment
|
||
3. Write comprehensive system prompt
|
||
4. Update plugin definition in `.claude-plugin/marketplace.json`
|
||
|
||
See [Contributing Guide](../CONTRIBUTING.md) for details.
|