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✨ General / Other

🀝 Contributing to The Agency

Guidelines for contributing agents, improving existing ones, and participating in an open-source AI agent repository.

Added Apr 14, 2026
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.

## πŸ“‹ Table of Contents

- [Code of Conduct](#code-of-conduct)
- [How Can I Contribute?](#how-can-i-contribute)
- [Agent Design Guidelines](#agent-design-guidelines)
- [Pull Request Process](#pull-request-process)
- [Style Guide](#style-guide)
- [Community](#community)

---

## πŸ“œ Code of Conduct

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.

---

## 🎯 How Can I Contribute?

### 1. Create a New Agent

Have an idea for a specialized agent? Great! Here's how to add one:

1. **Fork the repository**
2. **Choose the appropriate category** (or propose a new one):
   - `engineering/` - Software development specialists
   - `design/` - UX/UI and creative specialists
   - `marketing/` - Growth and marketing specialists
   - `product/` - Product management specialists
   - `project-management/` - PM and coordination specialists
   - `testing/` - QA and testing specialists
   - `support/` - Operations and support specialists
   - `spatial-computing/` - AR/VR/XR specialists
   - `specialized/` - Unique specialists that don't fit elsewhere

3. **Create your agent file** following the template below
4. **Test your agent** in real scenarios
5. **Submit a Pull Request** with your agent

### 2. Improve Existing Agents

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

### 3. Share Success Stories

Used these agents successfully? Share your story:

- Post in [GitHub Discussions](https://github.com/msitarzewski/agency-agents/discussions)
- Add a case study to the README
- Write a blog post and link it
- Create a video tutorial

### 4. Report Issues

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

---

## 🎨 Agent Design Guidelines

### Agent File Structure

Every agent should follow this structure:

```markdown
---
name: Agent Name
description: One-line description of the agent's specialty and focus
color: colorname or "#hexcode"
emoji: 🎯
vibe: One-line personality hook β€” what makes this agent memorable
services:                              # optional β€” only if the agent requires external services
  - name: Service Name
    url: https://service-url.com
    tier: free                         # free, freemium, or paid
---

# 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

## πŸ“‹ Your Technical Deliverables
Concrete examples of what the agent produces:
- Code samples
- Templates
- Frameworks
- Documents

## πŸ”„ 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

## πŸ’­ Your Communication Style
- How the agent communicates
- Example phrases and patterns
- Tone and approach

## πŸ”„ 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

## πŸš€ Advanced Capabilities
Advanced techniques and approaches the agent masters
```

### Agent Structure

Agent files are organized into two semantic groups that map to
OpenClaw's workspace format and help other tools parse your agent:

#### Persona (who the agent is)
- **Identity & Memory** β€” role, personality, background
- **Communication Style** β€” tone, voice, approach
- **Critical Rules** β€” boundaries and constraints

#### Operations (what the agent does)
- **Core Mission** β€” primary responsibilities
- **Technical Deliverables** β€” concrete outputs and templates
- **Workflow Process** β€” step-by-step methodology
- **Success Metrics** β€” measurable outcomes
- **Advanced Capabilities** β€” specialized techniques

No special formatting is required β€” just keep persona-related sections
(identity, communication, rules) grouped separately from operational
sections (mission, deliverables, workflow, metrics). The `convert.sh`
script uses these section headers to automatically split agents into
tool-specific formats.

### Agent Design Principles

1. **🎭 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)

2. **πŸ“‹ Clear Deliverables**
   - Provide concrete code examples
   - Include templates and frameworks
   - Show real outputs, not vague descriptions

3. **βœ… Success Metrics**
   - Include specific, measurable metrics
   - Example: "Page load times under 3 seconds on 3G"
   - Example: "10,000+ combined karma across accounts"

4. **πŸ”„ Proven Workflows**
   - Step-by-step processes
   - Real-world tested approaches
   - Not theoretical - battle-tested

5. **πŸ’‘ Learning Memory**
   - What patterns the agent recognizes
   - How it improves over time
   - What it remembers between sessions

### External Services

Agents may depend on external services (APIs, platforms, SaaS tools) when
those services are essential to the agent's function. When they do:

1. **Declare dependencies** in frontmatter using the `services` field
2. **The agent must stand on its own** β€” strip the API calls and there
   should still be a useful persona, workflow, and expertise underneath
3. **Don't duplicate vendor docs** β€” reference them, don't reproduce them.
   The agent file should read like an agent, not a getting-started guide
4. **Prefer services with free tiers** so contributors can test the agent

The test: *is this agent for the user, or for the vendor?* An agent that
solves the user's problem using a service belongs here. A service's
quickstart guide wearing an agent costume does not.

### What Makes a Great Agent?

**Great agents have**:
- βœ… Narrow, deep specialization
- βœ… Distinct personality and voice
- βœ… Concrete code/template examples
- βœ… Measurable success metrics
- βœ… Step-by-step workflows
- βœ… 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

---

## πŸ”„ Pull Request Process

### Before Submitting

1. **Test Your Agent**: Use it in real scenarios, iterate on feedback
2. **Follow the Template**: Match the structure of existing agents
3. **Add Examples**: Include at least 2-3 code/template examples
4. **Define Metrics**: Include specific, measurable success criteria
5. **Proofread**: Check for typos, formatting issues, clarity

### Submitting Your PR

1. **Fork** the repository
2. **Create a branch**: `git checkout -b add-agent-name`
3. **Make your changes**: Add your agent file(s)
4. **Commit**: `git commit -m "Add [Agent Name] specialist"`
5. **Push**: `git push origin add-agent-name`
6. **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

### PR Review Process

1. **Community Review**: Other contributors may provide feedback
2. **Iteration**: Address feedback and make improvements
3. **Approval**: Maintainers will approve when ready
4. **Merge**: Your contribution becomes part of The Agency!

### PR Template

```markdown
## 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
```

---

## πŸ“ Style Guide

### Writing Style

- **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

### Formatting

- 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, `code` for technical terms

### Code Examples

```markdown
## 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[];
}
\`\`\`
```

### Tone

- **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

---

## 🌟 Recognition

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

---

## πŸ€” Questions?

- **General Questions**: [GitHub Discussions](https://github.com/msitarzewski/agency-agents/discussions)
- **Bug Reports**: [GitHub Issues](https://github.com/msitarzewski/agency-agents/issues)
- **Feature Requests**: [GitHub Issues](https://github.com/msitarzewski/agency-agents/issues)
- **Community Chat**: [Join our discussions](https://github.com/msitarzewski/agency-agents/discussions)

---

## πŸ“š Resources

### For New Contributors

- [README.md](README.md) - Overview and agent catalog
- [Example: Frontend Developer](engineering/engineering-frontend-developer.md) - Well-structured agent example
- [Example: Reddit Community Builder](marketing/marketing-reddit-community-builder.md) - Great personality example
- [Example: Whimsy Injector](design/design-whimsy-injector.md) - Creative specialist example

### For Agent Design

- Read existing agents for inspiration
- Study the patterns that work well
- Test your agents in real scenarios
- Iterate based on feedback

---

## πŸŽ‰ Thank You!

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!**

---

<div align="center">

**Questions? Ideas? Feedback?**

[Open an Issue](https://github.com/msitarzewski/agency-agents/issues) β€’ [Start a Discussion](https://github.com/msitarzewski/agency-agents/discussions) β€’ [Submit a PR](https://github.com/msitarzewski/agency-agents/pulls)

Made with ❀️ by the community

</div>
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