A comprehensive collection of 102 specialized AI agents designed to accelerate and enhance every aspect of rapid development. Each agent is an expert in their domain, ready to be invoked when their expertise is needed.

Covering 9 departments with agents for engineering, marketing, design, business operations, security, data science, testing, and more.

based on contains-studio/agents & wshobson/agents

1. Download this repository:

   git clone https://github.com/contains-studio/agents.git

2. Copy to your chat modes agents directory:

   # Linux
   cp modes/* ~/.config/Code/User/prompts
   # OSX
   cp modes/* ~/Library/Application\ Support/Code/User/prompts
   # Windows
   xcopy modes %APPDATA%\Code\User\prompts

   Or manually copy all the agent files to your vscode ~/.config/Code/User/prompts directory.

1. Use the install link provided in the agent list bellow.

Chat modes Agents are automatically available in vs code. Select the agent and provide a task.

📚 Learn more: vs code chat modes Documentation

• "Create a new app for tracking meditation habits" → rapid-prototyper
• "What's trending on TikTok that we could build?" → trend-researcher
• "Our app reviews are dropping, what's wrong?" → feedback-synthesizer
• "Make this loading screen more fun" → whimsy-injector
• "Review this code for security vulnerabilities" → security-auditor
• "Optimize this slow database query" → database-optimizer
• "Debug this intermittent production issue" → debugger
• "Write SEO content for our new feature" → seo-content-writer
• "Create a Python API for user management" → python-pro
• "Design a GraphQL schema for our app" → graphql-architect

• [engineering] ai-engineer (install link): Integrate AI/ML features that actually ship
• [engineering] architect-reviewer (install link): Maintain architectural integrity with SOLID principles
• [engineering] backend-architect (install link): Design scalable APIs and server systems
• [engineering] c-pro (install link): Write efficient C code with proper memory management
• [engineering] code-reviewer (install link): Expert code review with security and reliability focus
• [engineering] cpp-pro (install link): Modern C++ with RAII, smart pointers, and STL algorithms
• [engineering] csharp-pro (install link): Build robust .NET applications with C# best practices
• [engineering] data-engineer (install link): Build ETL pipelines and analytics infrastructure
• [engineering] database-optimizer (install link): Optimize database performance and queries
• [engineering] debugger (install link): Expert debugging with systematic root cause analysis
• [engineering] deployment-engineer (install link): Automate deployments and infrastructure
• [engineering] devops-automator (install link): Deploy continuously without breaking things
• [engineering] devops-troubleshooter (install link): Troubleshoot production issues and incidents
• [engineering] docs-architect (install link): Create comprehensive technical documentation
• [engineering] dx-optimizer (install link): Optimize developer experience and productivity
• [engineering] elixir-pro (install link): Build concurrent systems with Elixir and OTP
• [engineering] error-detective (install link): Hunt down and fix elusive bugs
• [engineering] flutter-expert (install link): Cross-platform mobile apps with Flutter
• [engineering] frontend-developer (install link): Build blazing-fast user interfaces
• [engineering] golang-pro (install link): High-performance Go applications and microservices
• [engineering] graphql-architect (install link): Design efficient GraphQL APIs and schemas
• [engineering] hr-pro (install link): Technical recruiting and team management
• [engineering] ios-developer (install link): Native iOS development with Swift
• [engineering] java-pro (install link): Enterprise Java with Spring Boot and modern patterns
• [engineering] javascript-pro (install link): Advanced JavaScript and Node.js development
• [engineering] legacy-modernizer (install link): Modernize and refactor legacy codebases
• [engineering] minecraft-bukkit-pro (install link): Minecraft plugin development with Bukkit
• [engineering] ml-engineer (install link): Machine learning model development and deployment
• [engineering] mlops-engineer (install link): MLOps pipelines and model lifecycle management
• [engineering] mobile-app-builder (install link): Create native iOS/Android experiences
• [engineering] mobile-developer (install link): Cross-platform mobile development
• [engineering] network-engineer (install link): Network architecture and infrastructure
• [engineering] performance-engineer (install link): Optimize application performance and scalability
• [engineering] php-pro (install link): Modern PHP development with frameworks
• [engineering] prompt-engineer (install link): Design effective prompts for AI systems
• [engineering] python-pro (install link): Clean, performant Python with advanced features
• [engineering] rapid-prototyper (install link): Build MVPs in days, not weeks
• [engineering] reference-builder (install link): Create technical references and documentation
• [engineering] ruby-pro (install link): Elegant Ruby development with Rails
• [engineering] rust-pro (install link): Systems programming with Rust safety and performance
• [engineering] sales-automator (install link): Automate sales processes and workflows
• [engineering] scala-pro (install link): Functional programming with Scala and ecosystem
• [engineering] seo-structure-architect (install link): Technical SEO and site architecture
• [engineering] sql-pro (install link): Advanced SQL and database development
• [engineering] test-automator (install link): Comprehensive test automation frameworks
• [engineering] test-writer-fixer (install link): Write tests that catch real bugs
• [engineering] tutorial-engineer (install link): Create engaging technical tutorials
• [engineering] typescript-pro (install link): Type-safe JavaScript with TypeScript
• [engineering] unity-developer (install link): Game development with Unity engine

• [marketing] app-store-optimizer (install link): Dominate app store search results
• [marketing] content-creator (install link): Generate content across all platforms
• [marketing] content-marketer (install link): SEO-optimized content and campaigns
• [marketing] growth-hacker (install link): Find and exploit viral growth loops
• [marketing] instagram-curator (install link): Master the visual content game
• [marketing] reddit-community-builder (install link): Win Reddit without being banned
• [marketing] seo-authority-builder (install link): Build domain authority and backlinks
• [marketing] seo-cannibalization-detector (install link): Identify and fix keyword cannibalization
• [marketing] seo-content-auditor (install link): Audit and optimize existing content
• [marketing] seo-content-planner (install link): Strategic content planning for SEO
• [marketing] seo-content-refresher (install link): Update and refresh content for rankings
• [marketing] seo-content-writer (install link): Write SEO-optimized content that converts
• [marketing] seo-keyword-strategist (install link): Research and strategy for keyword targeting
• [marketing] seo-meta-optimizer (install link): Optimize meta tags and SERP snippets
• [marketing] seo-snippet-hunter (install link): Optimize for featured snippets and rich results
• [marketing] tiktok-strategist (install link): Create shareable marketing moments
• [marketing] twitter-engager (install link): Ride trends to viral engagement

• [design] brand-guardian (install link): Keep visual identity consistent everywhere
• [design] ui-designer (install link): Design interfaces developers can actually build
• [design] ux-researcher (install link): Turn user insights into product improvements
• [design] visual-storyteller (install link): Create visuals that convert and share
• [design] whimsy-injector (install link): Add delight to every interaction

• [business] context-manager (install link): Manage context across multi-agent workflows
• [business] customer-support (install link): Handle support tickets and customer communications
• [business] legal-advisor (install link): Draft legal documents and compliance materials
• [business] quant-analyst (install link): Financial modeling and quantitative analysis
• [business] risk-manager (install link): Portfolio risk management and trading strategies
• [business] search-specialist (install link): Expert web research and information gathering

• [product] feedback-synthesizer (install link): Transform complaints into features
• [product] sprint-prioritizer (install link): Ship maximum value in 6 days
• [product] trend-researcher (install link): Identify viral opportunities

• [project-management] experiment-tracker (install link): Data-driven feature validation
• [project-management] project-shipper (install link): Launch products that don't crash
• [project-management] studio-producer (install link): Keep teams shipping, not meeting

• [studio-operations] analytics-reporter (install link): Turn data into actionable insights
• [studio-operations] finance-tracker (install link): Keep the studio profitable
• [studio-operations] infrastructure-maintainer (install link): Scale without breaking the bank
• [studio-operations] legal-compliance-checker (install link): Stay legal while moving fast
• [studio-operations] support-responder (install link): Turn angry users into advocates

• [security] security-auditor (install link): Comprehensive security audits and vulnerability assessment

• [data] mermaid-expert (install link): Create visual diagrams and flowcharts with Mermaid

• [testing] api-tester (install link): Ensure APIs work under pressure
• [testing] performance-benchmarker (install link): Make everything faster
• [testing] test-results-analyzer (install link): Find patterns in test failures
• [testing] tool-evaluator (install link): Choose tools that actually help
• [testing] workflow-optimizer (install link): Eliminate workflow bottlenecks

• [misc] incident-responder (install link): Handle production incidents and outages
• [misc] payment-integration (install link): Integrate payment systems and handle transactions
• [misc] terraform-specialist (install link): Infrastructure as code with Terraform
• [misc] studio-coach (install link): Rally the AI troops to excellence
• [misc] joker (install link): Lighten the mood with tech humor

1. Be specific - Clear task descriptions help agents perform better.
2. Trust the expertise - Agents are designed for their specific domains.
3. Iterate quickly - Agents support the 6-day sprint philosophy.

Each agent includes:

• description: When to use the agent with examples
• tools: Specific tools the agent can access
• System prompt: Detailed expertise and instructions

1. Create a new .chatmode.md file with the appropriate name [department]
2. Follow the existing format with YAML frontmatter
3. Include 3-4 detailed usage examples
4. Write comprehensive system prompt (500+ words)
5. Test the agent with real tasks

Track agent effectiveness through:

• Task completion time
• User satisfaction
• Error rates
• Feature adoption
• Development velocity

• ✅ Active: Fully functional and tested
• 🚧 Coming Soon: In development
• 🧪 Beta: Testing with limited functionality

Use this checklist when creating or modifying agents for your specific needs:

• YAML Frontmatter
  • description: When to use + 3-4 detailed examples with context/commentary
  • tools: Specific tools the agent can access (Write, Read, MultiEdit, Bash, etc.)

• Agent Identity: Clear role definition and expertise area
• Core Responsibilities: 5-8 specific primary duties
• Domain Expertise: Technical skills and knowledge areas
• Studio Integration: How agent fits into 6-day sprint workflow
• Best Practices: Specific methodologies and approaches
• Constraints: What the agent should/shouldn't do
• Success Metrics: How to measure agent effectiveness

Engineering Agents need examples for:

• Feature implementation requests
• Bug fixing scenarios
• Code refactoring tasks
• Architecture decisions

Design Agents need examples for:

• New UI component creation
• Design system work
• User experience problems
• Visual identity tasks

Marketing Agents need examples for:

• Campaign creation requests
• Platform-specific content needs
• Growth opportunity identification
• Brand positioning tasks

Product Agents need examples for:

• Feature prioritization decisions
• User feedback analysis
• Market research requests
• Strategic planning needs

Operations Agents need examples for:

• Process optimization
• Tool evaluation
• Resource management
• Performance analysis

• Trigger Testing: Agent activates correctly for intended use cases
• Tool Access: Agent can use all specified tools properly
• Output Quality: Responses are helpful and actionable
• Edge Cases: Agent handles unexpected or complex scenarios
• Integration: Works well with other agents in multi-agent workflows
• Performance: Completes tasks within reasonable timeframes
• Documentation: Examples accurately reflect real usage patterns

---
description: Use this agent when [scenario]. This agent specializes in [expertise]. Examples:\n\n<example>\nContext: [situation]\nuser: "[user request]"\nassistant: "[response approach]"\n<commentary>\n[why this example matters]\n</commentary>\n</example>\n\n[3 more examples...]
tools: Tool1, Tool2, Tool3
---

You are a [role] who [primary function]. Your expertise spans [domains]. You understand that in 6-day sprints, [sprint constraint], so you [approach].

Your primary responsibilities:
1. [Responsibility 1]
2. [Responsibility 2]
...

[Detailed system prompt content...]

Your goal is to [ultimate objective]. You [key behavior traits]. Remember: [key philosophy for 6-day sprints].

Engineering (engineering/): Focus on implementation speed, code quality, testing Design (design/): Emphasize user experience, visual consistency, rapid iteration
Marketing (marketing/): Target viral potential, platform expertise, growth metrics Product (product/): Prioritize user value, data-driven decisions, market fit Operations (studio-operations/): Optimize processes, reduce friction, scale systems Testing (testing/): Ensure quality, find bottlenecks, validate performance Project Management (project-management/): Coordinate teams, ship on time, manage scope

Modify these elements for your needs:

• Adjust examples to reflect your product types
• Add specific tools agents have access to
• Modify success metrics for your KPIs
• Update department structure if needed
• Customize agent colors for your brand

To improve existing agents or suggest new ones:

1. Use the customization checklist above
2. Test thoroughly with real projects
3. Document performance improvements
4. Share successful patterns with the community