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implementation, NFT platforms, and Web3 application architecture", + "version": "1.0.0", + "author": { + "name": "Seth Hobson", + "url": "https://github.com/wshobson" + }, + "homepage": "https://github.com/wshobson/agents", + "repository": "https://github.com/wshobson/agents", + "license": "MIT", + "keywords": [ + "blockchain", + "web3", + "solidity", + "ethereum", + "defi", + "nft", + "smart-contracts", + "dapp", + "crypto" + ], + "category": "blockchain", + "strict": false, + "agents": ["./agents/blockchain-developer.md"] + }, + { + "name": "quantitative-trading", + "source": "./", + "description": "Quantitative analysis, algorithmic trading strategies, financial modeling, portfolio risk management, and backtesting frameworks", + "version": "1.0.0", + "author": { + "name": "Seth Hobson", + "url": "https://github.com/wshobson" + }, + "homepage": "https://github.com/wshobson/agents", + "repository": "https://github.com/wshobson/agents", + "license": "MIT", + "keywords": [ + "fintech", + "quant", + "trading", + "algorithmic-trading", + "financial-modeling", + "risk-management", + "portfolio", + "backtesting" + ], + "category": "finance", + "strict": false, + "agents": ["./agents/quant-analyst.md", "./agents/risk-manager.md"] + }, + { + "name": "payment-processing", + "source": "./", + "description": "Payment gateway integration with Stripe, PayPal, and other processors, checkout flow implementation, subscription billing, and PCI compliance", + "version": "1.0.0", + "author": { + "name": "Seth Hobson", + "url": "https://github.com/wshobson" + }, + "homepage": "https://github.com/wshobson/agents", + "repository": "https://github.com/wshobson/agents", + "license": "MIT", + "keywords": [ + "payments", + "stripe", + "paypal", + "checkout", + "billing", + "subscriptions", + "pci", + "e-commerce" + ], + "category": "payments", + "strict": false, + "agents": ["./agents/payment-integration.md"] + }, + { + "name": "game-development", + "source": "./", + "description": "Unity game development with C# scripting, Minecraft server plugin development with Bukkit/Spigot APIs, and game mechanics implementation", + "version": "1.0.0", + "author": { + "name": "Seth Hobson", + "url": "https://github.com/wshobson" + }, + "homepage": "https://github.com/wshobson/agents", + "repository": "https://github.com/wshobson/agents", + "license": "MIT", + "keywords": [ + "gaming", + "unity", + "minecraft", + "game-dev", + "bukkit", + "spigot", + "csharp", + "game-mechanics" + ], + "category": "gaming", + "strict": false, + "agents": [ + "./agents/unity-developer.md", + "./agents/minecraft-bukkit-pro.md" + ] + }, + { + "name": "accessibility-compliance", + "source": "./", + "description": "WCAG accessibility auditing, compliance validation, UI testing for screen readers, keyboard navigation, and inclusive design implementation", + "version": "1.0.0", + "author": { + "name": "Seth Hobson", + "url": "https://github.com/wshobson" + }, + "homepage": "https://github.com/wshobson/agents", + "repository": "https://github.com/wshobson/agents", + "license": "MIT", + "keywords": [ + "accessibility", + "wcag", + "a11y", + "compliance", + "inclusive-design", + "screen-reader", + "keyboard-navigation", + "aria" + ], + "category": "accessibility", + "strict": false, + "commands": ["./tools/accessibility-audit.md"], + "agents": ["./agents/ui-visual-validator.md"] + } + ] +} diff --git a/README.md b/README.md index 2f4eb50..d157b57 100644 --- a/README.md +++ b/README.md @@ -1,16 +1,276 @@ -# Claude Code Subagents Collection +# Claude Code Workflows & Agents -A comprehensive collection of 83 specialized AI subagents for [Claude Code](https://docs.anthropic.com/en/docs/claude-code), providing domain-specific expertise across software development, infrastructure, and business operations. +A comprehensive production-ready system combining **83 specialized AI agents**, **15 multi-agent workflow orchestrators**, and **42 development tools** for [Claude Code](https://docs.anthropic.com/en/docs/claude-code). ## Overview -This repository provides production-ready subagents that extend Claude Code's capabilities with specialized knowledge. Each subagent incorporates: +This unified repository provides everything needed for intelligent automation and multi-agent orchestration across modern software development: -- Current industry best practices and standards (2024/2025) -- Production-ready patterns and enterprise architectures -- Deep domain expertise with 8-12 capability areas per agent -- Modern technology stacks and frameworks -- Optimized model selection based on task complexity +- **83 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 +- **42 Development Tools** - Focused utilities for specific tasks including API scaffolding, security scanning, test automation, and infrastructure setup + +## Installation + +### Quick Start + +```bash +# Add the plugin marketplace +/plugin marketplace add wshobson/agents + +# Browse available plugins +/plugin list + +# Install your first plugin +/plugin install claude-code-essentials +``` + +### Available Plugins + +#### Getting Started + +**claude-code-essentials** - Essential tools for daily development +```bash +/plugin install claude-code-essentials +``` +Includes: Code explanation, debugging, documentation, PR enhancement, git workflows + +#### Complete Workflow Systems + +**full-stack-development** - End-to-end feature implementation +```bash +/plugin install full-stack-development +``` +Multi-agent coordination: Backend API → Frontend UI → Mobile → Testing → Security → Deployment + +**security-hardening** - Security auditing and compliance +```bash +/plugin install security-hardening +``` +OWASP scanning, penetration testing, code review, SOC2/HIPAA/GDPR compliance + +**data-ml-pipeline** - ML/AI development and MLOps +```bash +/plugin install data-ml-pipeline +``` +Data engineering → Model training → MLOps → LangChain/RAG → Deployment + +**incident-response** - Production debugging and SRE +```bash +/plugin install incident-response +``` +Diagnostics → Root cause analysis → Rollback → Post-mortem documentation + +**performance-optimization** - System profiling and optimization +```bash +/plugin install performance-optimization +``` +Profiling → Query optimization → Caching → Scalability assessment + +**code-quality-review** - Multi-perspective code analysis +```bash +/plugin install code-quality-review +``` +Architecture → Security → Performance → Test coverage analysis + +**legacy-modernization** - Codebase modernization workflows +```bash +/plugin install legacy-modernization +``` +Framework migration → Dependency updates → Refactoring → Compatibility testing + +**multi-platform-apps** - Cross-platform development +```bash +/plugin install multi-platform-apps +``` +Web (React/Next.js) → iOS (Swift) → Android (Kotlin) → Desktop coordination + +**cicd-automation** - CI/CD pipeline configuration +```bash +/plugin install cicd-automation +``` +GitHub Actions/GitLab CI → Progressive deployment → Canary releases → Monitoring + +**agent-optimization** - AI agent performance tuning +```bash +/plugin install agent-optimization +``` +Prompt engineering → Multi-agent coordination → Context management + +**documentation-generation** - Technical documentation automation +```bash +/plugin install documentation-generation +``` +OpenAPI specs → Mermaid diagrams → Tutorials → API references + +#### Focused Development Kits + +**api-development-kit** - REST/GraphQL API development +```bash +/plugin install api-development-kit +``` +API scaffolding → OpenAPI docs → Security scanning → Mocking → Validation + +**testing-quality-suite** - Comprehensive testing workflows +```bash +/plugin install testing-quality-suite +``` +TDD workflows → Test generation → Unit/integration/e2e → Quality gates + +**infrastructure-devops** - Container orchestration deployment +```bash +/plugin install infrastructure-devops +``` +Kubernetes manifests → Docker optimization → Terraform IaC → Cost analysis + +**development-utilities** - Daily productivity tools +```bash +/plugin install development-utilities +``` +Refactoring → Dependency auditing → Error analysis → Standup automation + +#### Infrastructure & Operations + +**cloud-infrastructure** - AWS/Azure/GCP architecture +```bash +/plugin install cloud-infrastructure +``` +Cloud design → Kubernetes → Terraform IaC → Hybrid cloud → Cost optimization + +**database-operations** - Database optimization and administration +```bash +/plugin install database-operations +``` +Schema design → Query optimization → Migrations → PostgreSQL/MySQL/MongoDB + +#### Marketing & Business + +**seo-content-suite** - SEO optimization toolkit +```bash +/plugin install seo-content-suite +``` +Content analysis → Keyword research → Meta optimization → E-E-A-T signals + +**business-analytics** - Business intelligence and metrics +```bash +/plugin install business-analytics +``` +KPI tracking → Financial reporting → Data-driven decision making + +**hr-legal-compliance** - HR and legal documentation +```bash +/plugin install hr-legal-compliance +``` +HR policies → Legal templates → GDPR/SOC2/HIPAA compliance → Employment contracts + +**customer-sales-automation** - Customer relationship workflows +```bash +/plugin install customer-sales-automation +``` +Support automation → Sales pipeline → Email campaigns → CRM integration + +#### Specialized Domains + +**blockchain-web3** - Blockchain and smart contract development +```bash +/plugin install blockchain-web3 +``` +Solidity → Smart contracts → DeFi protocols → NFT platforms → Web3 apps + +**quantitative-trading** - Financial modeling and algorithmic trading +```bash +/plugin install quantitative-trading +``` +Quant analysis → Trading strategies → Portfolio risk → Backtesting + +**payment-processing** - Payment gateway integration +```bash +/plugin install payment-processing +``` +Stripe/PayPal integration → Checkout flows → Subscription billing → PCI compliance + +**game-development** - Unity and Minecraft development +```bash +/plugin install game-development +``` +Unity C# scripting → Minecraft Bukkit/Spigot plugins → Game mechanics + +**accessibility-compliance** - WCAG accessibility auditing +```bash +/plugin install accessibility-compliance +``` +WCAG validation → Screen reader testing → Keyboard navigation → Inclusive design + +### Manual Installation + +```bash +cd ~/.claude +git clone https://github.com/wshobson/agents.git +``` + +All agents, workflows, and tools will be automatically available to Claude Code. + +## Repository Structure + +``` +agents/ +├── agents/ # 83 specialized AI agents +│ ├── backend-architect.md +│ ├── frontend-developer.md +│ └── ... (all agent definitions) +├── workflows/ # 15 multi-agent orchestrators +│ ├── feature-development.md +│ ├── full-stack-feature.md +│ ├── security-hardening.md +│ └── ... (workflow commands) +├── tools/ # 42 development utilities +│ ├── api-scaffold.md +│ ├── security-scan.md +│ └── ... (tool commands) +└── README.md +``` + +## Usage + +### Agent Invocation + +After installing plugins, agents are automatically available. Invoke them explicitly in natural language: + +``` +"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. + +### Multi-Agent Orchestration Examples + +Plugins provide pre-configured multi-agent workflows that coordinate complex operations: + +**Full-Stack Development Plugin** +``` +"Implement user dashboard with real-time analytics" +``` +→ backend-architect → graphql-architect → frontend-developer → mobile-developer → test-automator → security-auditor → performance-engineer → deployment-engineer + +**Security Hardening Plugin** +``` +"Perform security audit and implement OWASP best practices" +``` +→ security-auditor → backend-security-coder → frontend-security-coder → mobile-security-coder → test-automator + +**Data/ML Pipeline Plugin** +``` +"Build customer churn prediction model with deployment" +``` +→ data-scientist → data-engineer → ml-engineer → mlops-engineer → ai-engineer → performance-engineer + +**Incident Response Plugin** +``` +"Debug production memory leak and create runbook" +``` +→ incident-responder → devops-troubleshooter → debugger → error-detective → observability-engineer ## Agent Categories @@ -186,15 +446,6 @@ This repository provides production-ready subagents that extend Claude Code's ca | [hr-pro](agents/hr-pro.md) | opus | HR operations, policies, employee relations | | [legal-advisor](agents/legal-advisor.md) | opus | Privacy policies, terms of service, legal documentation | -### Specialized Domains - -| Agent | Model | Description | -|-------|-------|-------------| -| [blockchain-developer](agents/blockchain-developer.md) | sonnet | Web3 apps, smart contracts, DeFi protocols | -| [payment-integration](agents/payment-integration.md) | sonnet | Payment processor integration (Stripe, PayPal) | -| [legacy-modernizer](agents/legacy-modernizer.md) | sonnet | Legacy code refactoring and modernization | -| [context-manager](agents/context-manager.md) | haiku | Multi-agent context management | - ### SEO & Content Optimization | Agent | Model | Description | @@ -210,6 +461,15 @@ This repository provides production-ready subagents that extend Claude Code's ca | [seo-content-writer](agents/seo-content-writer.md) | sonnet | SEO-optimized content creation | | [seo-content-planner](agents/seo-content-planner.md) | haiku | Content planning and topic clusters | +### Specialized Domains + +| Agent | Model | Description | +|-------|-------|-------------| +| [blockchain-developer](agents/blockchain-developer.md) | sonnet | Web3 apps, smart contracts, DeFi protocols | +| [payment-integration](agents/payment-integration.md) | sonnet | Payment processor integration (Stripe, PayPal) | +| [legacy-modernizer](agents/legacy-modernizer.md) | sonnet | Legacy code refactoring and modernization | +| [context-manager](agents/context-manager.md) | haiku | Multi-agent context management | + ## Model Configuration Agents are assigned to specific Claude models based on task complexity and computational requirements. The system uses three model tiers: @@ -249,111 +509,16 @@ Agents are assigned to specific Claude models based on task complexity and compu | AI/ML Complex | 5 | `ai-engineer`, `ml-engineer`, `mlops-engineer`, `data-scientist`, `prompt-engineer` | | Business Critical | 4 | `docs-architect`, `hr-pro`, `legal-advisor`, `quant-analyst` | -## Installation +## Contributing -Clone the repository to the Claude agents directory: +To add new agents, workflows, or tools: -```bash -cd ~/.claude -git clone https://github.com/wshobson/agents.git -``` +1. Create a new `.md` file in the appropriate directory with frontmatter +2. Use lowercase, hyphen-separated naming convention +3. Write clear activation criteria in the description +4. Define comprehensive system prompt with expertise areas -The subagents will be automatically available to Claude Code once placed in the `~/.claude/agents/` directory. - -## Usage - -### Automatic Delegation -Claude Code automatically selects the appropriate subagent based on task context and requirements. The system analyzes your request and delegates to the most suitable specialist. - -### Explicit Invocation -Specify a subagent by name to use a particular specialist: - -``` -"Use code-reviewer to analyze the recent changes" -"Have security-auditor scan for vulnerabilities" -"Get performance-engineer to optimize this bottleneck" -``` - -## Usage Examples - -### Code Quality & Security -``` -code-reviewer: Analyze component for best practices -security-auditor: Check for OWASP compliance -tdd-orchestrator: Implement feature with test-first approach -performance-engineer: Profile and optimize bottlenecks -``` - -### Development & Architecture -``` -backend-architect: Design authentication API -frontend-developer: Create responsive dashboard -graphql-architect: Design federated GraphQL schema -mobile-developer: Build cross-platform mobile app -``` - -### Infrastructure & Operations -``` -devops-troubleshooter: Analyze production logs -cloud-architect: Design scalable AWS architecture -network-engineer: Debug SSL certificate issues -database-admin: Configure backup and replication -terraform-specialist: Write infrastructure modules -``` - -### Data & Machine Learning -``` -data-scientist: Analyze customer behavior dataset -ai-engineer: Build RAG system for document search -mlops-engineer: Set up experiment tracking -ml-engineer: Deploy model to production -``` - -### Business & Documentation -``` -business-analyst: Create metrics dashboard -docs-architect: Generate technical documentation -api-documenter: Write OpenAPI specifications -content-marketer: Create SEO-optimized content -``` - -## Multi-Agent Workflows - -Subagents coordinate automatically for complex tasks. The system intelligently sequences multiple specialists based on task requirements. - -### 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: @@ -374,145 +539,6 @@ 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 -Agents execute in sequence, passing context forward: -``` -backend-architect → frontend-developer → test-automator → security-auditor -``` - -### Parallel Execution -Multiple agents work simultaneously on different aspects: -``` -performance-engineer + database-optimizer → Merged analysis -``` - -### Conditional Routing -Dynamic agent selection based on analysis: -``` -debugger → [backend-architect | frontend-developer | devops-troubleshooter] -``` - -### Validation Pipeline -Primary work followed by specialized review: -``` -payment-integration → security-auditor → Validated implementation -``` - -## Agent Selection Guide - -### 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 a new subagent: - -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. diff --git a/tools/accessibility-audit.md b/tools/accessibility-audit.md index a1b088b..c29ba24 100644 --- a/tools/accessibility-audit.md +++ b/tools/accessibility-audit.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Accessibility Audit and Testing diff --git a/tools/ai-assistant.md b/tools/ai-assistant.md index abdc631..3357cb2 100644 --- a/tools/ai-assistant.md +++ b/tools/ai-assistant.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # AI Assistant Development diff --git a/tools/ai-review.md b/tools/ai-review.md index 00b96d4..6d5558a 100644 --- a/tools/ai-review.md +++ b/tools/ai-review.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # AI/ML Code Review diff --git a/tools/api-mock.md b/tools/api-mock.md index d469020..f540a0f 100644 --- a/tools/api-mock.md +++ b/tools/api-mock.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # API Mocking Framework diff --git a/tools/api-scaffold.md b/tools/api-scaffold.md index e3e419e..b0e6f17 100644 --- a/tools/api-scaffold.md +++ b/tools/api-scaffold.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # API Scaffold Generator diff --git a/tools/code-explain.md b/tools/code-explain.md index 5af64dd..4dddee5 100644 --- a/tools/code-explain.md +++ b/tools/code-explain.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Code Explanation and Analysis diff --git a/tools/code-migrate.md b/tools/code-migrate.md index 0f80bb5..9be22f4 100644 --- a/tools/code-migrate.md +++ b/tools/code-migrate.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Code Migration Assistant diff --git a/tools/compliance-check.md b/tools/compliance-check.md index 836106d..90c5ae3 100644 --- a/tools/compliance-check.md +++ b/tools/compliance-check.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Regulatory Compliance Check diff --git a/tools/config-validate.md b/tools/config-validate.md index 92869b1..3d81f60 100644 --- a/tools/config-validate.md +++ b/tools/config-validate.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Configuration Validation diff --git a/tools/context-restore.md b/tools/context-restore.md index 47b25ab..4019a26 100644 --- a/tools/context-restore.md +++ b/tools/context-restore.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Restore saved project context for agent coordination: diff --git a/tools/context-save.md b/tools/context-save.md index 97cb4a2..59f2f4a 100644 --- a/tools/context-save.md +++ b/tools/context-save.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Save current project context for future agent coordination: diff --git a/tools/cost-optimize.md b/tools/cost-optimize.md index ed14be0..ca06560 100644 --- a/tools/cost-optimize.md +++ b/tools/cost-optimize.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Cloud Cost Optimization diff --git a/tools/data-pipeline.md b/tools/data-pipeline.md index 2377591..4674285 100644 --- a/tools/data-pipeline.md +++ b/tools/data-pipeline.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Data Pipeline Architecture diff --git a/tools/data-validation.md b/tools/data-validation.md index f90691d..750f535 100644 --- a/tools/data-validation.md +++ b/tools/data-validation.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Data Validation Pipeline diff --git a/tools/db-migrate.md b/tools/db-migrate.md index 5e68fe5..81c208c 100644 --- a/tools/db-migrate.md +++ b/tools/db-migrate.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Database Migration Strategy and Implementation diff --git a/tools/debug-trace.md b/tools/debug-trace.md index 2fb67df..302c285 100644 --- a/tools/debug-trace.md +++ b/tools/debug-trace.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Debug and Trace Configuration diff --git a/tools/deploy-checklist.md b/tools/deploy-checklist.md index 50e450b..61ee9ad 100644 --- a/tools/deploy-checklist.md +++ b/tools/deploy-checklist.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Deployment Checklist and Configuration diff --git a/tools/deps-audit.md b/tools/deps-audit.md index 68adf6f..273363c 100644 --- a/tools/deps-audit.md +++ b/tools/deps-audit.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Dependency Audit and Security Analysis diff --git a/tools/deps-upgrade.md b/tools/deps-upgrade.md index 3f17d16..2254599 100644 --- a/tools/deps-upgrade.md +++ b/tools/deps-upgrade.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Dependency Upgrade Strategy diff --git a/tools/doc-generate.md b/tools/doc-generate.md index 52f1f96..09c5078 100644 --- a/tools/doc-generate.md +++ b/tools/doc-generate.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Automated Documentation Generation diff --git a/tools/docker-optimize.md b/tools/docker-optimize.md index e5ec6ec..5a7eadf 100644 --- a/tools/docker-optimize.md +++ b/tools/docker-optimize.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Docker Optimization diff --git a/tools/error-analysis.md b/tools/error-analysis.md index 09c825c..7ac49d6 100644 --- a/tools/error-analysis.md +++ b/tools/error-analysis.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Error Analysis and Resolution diff --git a/tools/error-trace.md b/tools/error-trace.md index b0905c4..a6ae800 100644 --- a/tools/error-trace.md +++ b/tools/error-trace.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Error Tracking and Monitoring diff --git a/tools/issue.md b/tools/issue.md index 6638026..a2b5f01 100644 --- a/tools/issue.md +++ b/tools/issue.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Please analyze and fix the GitHub issue: $ARGUMENTS. diff --git a/tools/k8s-manifest.md b/tools/k8s-manifest.md index 0b49612..677a2db 100644 --- a/tools/k8s-manifest.md +++ b/tools/k8s-manifest.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Kubernetes Manifest Generation diff --git a/tools/langchain-agent.md b/tools/langchain-agent.md index 5223e94..fe45c97 100644 --- a/tools/langchain-agent.md +++ b/tools/langchain-agent.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # LangChain/LangGraph Agent Scaffold diff --git a/tools/monitor-setup.md b/tools/monitor-setup.md index 7bd0a4c..771afc4 100644 --- a/tools/monitor-setup.md +++ b/tools/monitor-setup.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Monitoring and Observability Setup diff --git a/tools/multi-agent-optimize.md b/tools/multi-agent-optimize.md index 9704986..5499c33 100644 --- a/tools/multi-agent-optimize.md +++ b/tools/multi-agent-optimize.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Optimize application stack using specialized optimization agents: diff --git a/tools/multi-agent-review.md b/tools/multi-agent-review.md index 849685b..2f59a86 100644 --- a/tools/multi-agent-review.md +++ b/tools/multi-agent-review.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Perform comprehensive multi-agent code review with specialized reviewers: diff --git a/tools/onboard.md b/tools/onboard.md index e0a53b4..a40371d 100644 --- a/tools/onboard.md +++ b/tools/onboard.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Onboard diff --git a/tools/pr-enhance.md b/tools/pr-enhance.md index 713f955..3e2eef6 100644 --- a/tools/pr-enhance.md +++ b/tools/pr-enhance.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Pull Request Enhancement diff --git a/tools/prompt-optimize.md b/tools/prompt-optimize.md index ce4148f..e2d7f39 100644 --- a/tools/prompt-optimize.md +++ b/tools/prompt-optimize.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # AI Prompt Optimization diff --git a/tools/refactor-clean.md b/tools/refactor-clean.md index b66fbd8..2be5e73 100644 --- a/tools/refactor-clean.md +++ b/tools/refactor-clean.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Refactor and Clean Code diff --git a/tools/security-scan.md b/tools/security-scan.md index 71f59c4..ef8ec3a 100644 --- a/tools/security-scan.md +++ b/tools/security-scan.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Security Scan and Vulnerability Assessment diff --git a/tools/slo-implement.md b/tools/slo-implement.md index 39c870c..7f752b8 100644 --- a/tools/slo-implement.md +++ b/tools/slo-implement.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # SLO Implementation Guide diff --git a/tools/smart-debug.md b/tools/smart-debug.md index a507d0d..f849dd4 100644 --- a/tools/smart-debug.md +++ b/tools/smart-debug.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Debug complex issues using specialized debugging agents: diff --git a/tools/standup-notes.md b/tools/standup-notes.md index f7ee031..a4fa8fa 100644 --- a/tools/standup-notes.md +++ b/tools/standup-notes.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Standup Notes Generator diff --git a/tools/tdd-green.md b/tools/tdd-green.md index d36c60a..1204aee 100644 --- a/tools/tdd-green.md +++ b/tools/tdd-green.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Implement minimal code to make failing tests pass in TDD green phase: diff --git a/tools/tdd-red.md b/tools/tdd-red.md index ecd0557..b576f24 100644 --- a/tools/tdd-red.md +++ b/tools/tdd-red.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- Write comprehensive failing tests following TDD red phase principles: diff --git a/tools/tdd-refactor.md b/tools/tdd-refactor.md index 76aaa9b..b29b699 100644 --- a/tools/tdd-refactor.md +++ b/tools/tdd-refactor.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Refactor code with confidence using comprehensive test safety net: diff --git a/tools/tech-debt.md b/tools/tech-debt.md index 2718b29..d289333 100644 --- a/tools/tech-debt.md +++ b/tools/tech-debt.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Technical Debt Analysis and Remediation diff --git a/tools/test-harness.md b/tools/test-harness.md index e71a316..2580a2f 100644 --- a/tools/test-harness.md +++ b/tools/test-harness.md @@ -1,5 +1,5 @@ --- -model: claude-sonnet-4-0 +model: sonnet --- # Comprehensive Test Harness Generator diff --git a/workflows/data-driven-feature.md b/workflows/data-driven-feature.md index 6256e1c..9bc7f07 100644 --- a/workflows/data-driven-feature.md +++ b/workflows/data-driven-feature.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Build data-driven features with integrated pipelines and ML capabilities using specialized agents: diff --git a/workflows/feature-development.md b/workflows/feature-development.md index d13ed0d..8580939 100644 --- a/workflows/feature-development.md +++ b/workflows/feature-development.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Implement a new feature using specialized agents with explicit Task tool invocations: diff --git a/workflows/full-review.md b/workflows/full-review.md index 22128f7..b5df74c 100644 --- a/workflows/full-review.md +++ b/workflows/full-review.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Perform a comprehensive review using multiple specialized agents with explicit Task tool invocations: diff --git a/workflows/full-stack-feature.md b/workflows/full-stack-feature.md index 22cfa7d..f480ef3 100644 --- a/workflows/full-stack-feature.md +++ b/workflows/full-stack-feature.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Implement a full-stack feature across multiple platforms with coordinated agent orchestration: diff --git a/workflows/git-workflow.md b/workflows/git-workflow.md index 0da2b0f..e96974e 100644 --- a/workflows/git-workflow.md +++ b/workflows/git-workflow.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Complete Git workflow using specialized agents: diff --git a/workflows/improve-agent.md b/workflows/improve-agent.md index 958c980..cab0ba5 100644 --- a/workflows/improve-agent.md +++ b/workflows/improve-agent.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Improve an existing agent based on recent performance: diff --git a/workflows/incident-response.md b/workflows/incident-response.md index 5311dee..63c0c74 100644 --- a/workflows/incident-response.md +++ b/workflows/incident-response.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Respond to production incidents with coordinated agent expertise for rapid resolution: diff --git a/workflows/legacy-modernize.md b/workflows/legacy-modernize.md index 8e00d6a..96bf7a3 100644 --- a/workflows/legacy-modernize.md +++ b/workflows/legacy-modernize.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Modernize legacy code using expert agents: diff --git a/workflows/ml-pipeline.md b/workflows/ml-pipeline.md index 5612732..68b234b 100644 --- a/workflows/ml-pipeline.md +++ b/workflows/ml-pipeline.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- # Machine Learning Pipeline diff --git a/workflows/multi-platform.md b/workflows/multi-platform.md index e404e21..96e6ca0 100644 --- a/workflows/multi-platform.md +++ b/workflows/multi-platform.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Build the same feature across multiple platforms: diff --git a/workflows/performance-optimization.md b/workflows/performance-optimization.md index 5ece6dc..5c1c709 100644 --- a/workflows/performance-optimization.md +++ b/workflows/performance-optimization.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Optimize application performance end-to-end using specialized performance and optimization agents: diff --git a/workflows/security-hardening.md b/workflows/security-hardening.md index bb0cfe1..12d3256 100644 --- a/workflows/security-hardening.md +++ b/workflows/security-hardening.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Implement security-first architecture and hardening measures with coordinated agent orchestration: diff --git a/workflows/smart-fix.md b/workflows/smart-fix.md index 3f36a60..463a5af 100644 --- a/workflows/smart-fix.md +++ b/workflows/smart-fix.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Intelligently fix the issue using automatic agent selection with explicit Task tool invocations: diff --git a/workflows/tdd-cycle.md b/workflows/tdd-cycle.md index 5102cd6..be85861 100644 --- a/workflows/tdd-cycle.md +++ b/workflows/tdd-cycle.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- Execute a comprehensive Test-Driven Development (TDD) workflow with strict red-green-refactor discipline: diff --git a/workflows/workflow-automate.md b/workflows/workflow-automate.md index 234c32b..8af8862 100644 --- a/workflows/workflow-automate.md +++ b/workflows/workflow-automate.md @@ -1,5 +1,5 @@ --- -model: claude-opus-4-1 +model: sonnet --- # Workflow Automation