First off, thank you for considering contributing to The Agency! It's people like you who make this collection of AI agents better for everyone.
- Code of Conduct
- How Can I Contribute?
- Agent Design Guidelines
- Pull Request Process
- Style Guide
- Community
This project and everyone participating in it is governed by our Code of Conduct. By participating, you are expected to uphold this code:
- Be Respectful: Treat everyone with respect. Healthy debate is encouraged, but personal attacks are not tolerated.
- Be Inclusive: Welcome and support people of all backgrounds and identities.
- Be Collaborative: What we create together is better than what we create alone.
- Be Professional: Keep discussions focused on improving the agents and the community.
Have an idea for a specialized agent? Great! Here's how to add one:
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Fork the repository
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Choose the appropriate category (or propose a new one):
engineering/- Software development specialistsdesign/- UX/UI and creative specialistsmarketing/- Growth and marketing specialistsproduct/- Product management specialistsproject-management/- PM and coordination specialiststesting/- QA and testing specialistssupport/- Operations and support specialistsspatial-computing/- AR/VR/XR specialistsspecialized/- Unique specialists that don't fit elsewhere
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Create your agent file following the template below
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Test your agent in real scenarios
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Submit a Pull Request with your agent
Found a way to make an agent better? Contributions welcome:
- Add real-world examples and use cases
- Enhance code samples with modern patterns
- Update workflows based on new best practices
- Add success metrics and benchmarks
- Fix typos, improve clarity, enhance documentation
Used these agents successfully? Share your story:
- Post in GitHub Discussions
- Add a case study to the README
- Write a blog post and link it
- Create a video tutorial
Found a problem? Let us know:
- Check if the issue already exists
- Provide clear reproduction steps
- Include context about your use case
- Suggest potential solutions if you have ideas
Every agent should follow this structure:
---
name: Agent Name
description: One-line description of the agent's specialty and focus
color: colorname or "#hexcode"
---
# Agent Name
## 🧠 Your Identity & Memory
- **Role**: Clear role description
- **Personality**: Personality traits and communication style
- **Memory**: What the agent remembers and learns
- **Experience**: Domain expertise and perspective
## 🎯 Your Core Mission
- Primary responsibility 1 with clear deliverables
- Primary responsibility 2 with clear deliverables
- Primary responsibility 3 with clear deliverables
- **Default requirement**: Always-on best practices
## 🚨 Critical Rules You Must Follow
Domain-specific rules and constraints that define the agent's approach
## 📋 Your Technical Deliverables
Concrete examples of what the agent produces:
- Code samples
- Templates
- Frameworks
- Documents
## 🔄 Your Workflow Process
Step-by-step process the agent follows:
1. Phase 1: Discovery and research
2. Phase 2: Planning and strategy
3. Phase 3: Execution and implementation
4. Phase 4: Review and optimization
## 💭 Your Communication Style
- How the agent communicates
- Example phrases and patterns
- Tone and approach
## 🔄 Learning & Memory
What the agent learns from:
- Successful patterns
- Failed approaches
- User feedback
- Domain evolution
## 🎯 Your Success Metrics
Measurable outcomes:
- Quantitative metrics (with numbers)
- Qualitative indicators
- Performance benchmarks
## 🚀 Advanced Capabilities
Advanced techniques and approaches the agent masters-
🎭 Strong Personality
- Give the agent a distinct voice and character
- Not "I am a helpful assistant" - be specific and memorable
- Example: "I default to finding 3-5 issues and require visual proof" (Evidence Collector)
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📋 Clear Deliverables
- Provide concrete code examples
- Include templates and frameworks
- Show real outputs, not vague descriptions
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✅ Success Metrics
- Include specific, measurable metrics
- Example: "Page load times under 3 seconds on 3G"
- Example: "10,000+ combined karma across accounts"
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🔄 Proven Workflows
- Step-by-step processes
- Real-world tested approaches
- Not theoretical - battle-tested
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💡 Learning Memory
- What patterns the agent recognizes
- How it improves over time
- What it remembers between sessions
Great agents have:
- ✅ Narrow, deep specialization
- ✅ Distinct personality and voice
- ✅ Concrete code/template examples
- ✅ Measurable success metrics
- ✅ Step-by-step workflows
- ✅ Real-world testing and iteration
Avoid:
- ❌ Generic "helpful assistant" personality
- ❌ Vague "I will help you with..." descriptions
- ❌ No code examples or deliverables
- ❌ Overly broad scope (jack of all trades)
- ❌ Untested theoretical approaches
- Test Your Agent: Use it in real scenarios, iterate on feedback
- Follow the Template: Match the structure of existing agents
- Add Examples: Include at least 2-3 code/template examples
- Define Metrics: Include specific, measurable success criteria
- Proofread: Check for typos, formatting issues, clarity
- Fork the repository
- Create a branch:
git checkout -b add-agent-name - Make your changes: Add your agent file(s)
- Commit:
git commit -m "Add [Agent Name] specialist" - Push:
git push origin add-agent-name - Open a Pull Request with:
- Clear title: "Add [Agent Name] - [Category]"
- Description of what the agent does
- Why this agent is needed (use case)
- Any testing you've done
- Community Review: Other contributors may provide feedback
- Iteration: Address feedback and make improvements
- Approval: Maintainers will approve when ready
- Merge: Your contribution becomes part of The Agency!
## Agent Information
**Agent Name**: [Name]
**Category**: [engineering/design/marketing/etc.]
**Specialty**: [One-line description]
## Motivation
[Why is this agent needed? What gap does it fill?]
## Testing
[How have you tested this agent? Real-world use cases?]
## Checklist
- [ ] Follows agent template structure
- [ ] Includes personality and voice
- [ ] Has concrete code/template examples
- [ ] Defines success metrics
- [ ] Includes step-by-step workflow
- [ ] Proofread and formatted correctly
- [ ] Tested in real scenarios- Be specific: "Reduce page load by 60%" not "Make it faster"
- Be concrete: "Create React components with TypeScript" not "Build UIs"
- Be memorable: Give agents personality, not generic corporate speak
- Be practical: Include real code, not pseudo-code
- Use Markdown formatting consistently
- Include emojis for section headers (makes scanning easier)
- Use code blocks for all code examples with proper syntax highlighting
- Use tables for comparing options or showing metrics
- Use bold for emphasis,
codefor technical terms
## Example Code Block
\`\`\`typescript
// Always include:
// 1. Language specification for syntax highlighting
// 2. Comments explaining key concepts
// 3. Real, runnable code (not pseudo-code)
// 4. Modern best practices
interface AgentExample {
name: string;
specialty: string;
deliverables: string[];
}
\`\`\`- Professional but approachable: Not overly formal or casual
- Confident but not arrogant: "Here's the best approach" not "Maybe you could try..."
- Helpful but not hand-holding: Assume competence, provide depth
- Personality-driven: Each agent should have a unique voice
Contributors who make significant contributions will be:
- Listed in the README acknowledgments section
- Highlighted in release notes
- Featured in "Agent of the Week" showcases (if applicable)
- Given credit in the agent file itself
- General Questions: GitHub Discussions
- Bug Reports: GitHub Issues
- Feature Requests: GitHub Issues
- Community Chat: Join our discussions
- README.md - Overview and agent catalog
- Example: Frontend Developer - Well-structured agent example
- Example: Reddit Community Builder - Great personality example
- Example: Whimsy Injector - Creative specialist example
- Read existing agents for inspiration
- Study the patterns that work well
- Test your agents in real scenarios
- Iterate based on feedback
Your contributions make The Agency better for everyone. Whether you're:
- Adding a new agent
- Improving documentation
- Fixing bugs
- Sharing success stories
- Helping other contributors
You're making a difference. Thank you!
Questions? Ideas? Feedback?
Open an Issue • Start a Discussion • Submit a PR
Made with ❤️ by the community