OpenAgents Control (OAC)

Control your AI patterns. Get repeatable results.

AI agents that learn YOUR coding patterns and generate matching code every time.

🎯 Pattern Control - Define your patterns once, AI uses them forever ✋ Approval Gates - Review and approve before execution 🔁 Repeatable Results - Same patterns = Same quality code 📝 Editable Agents - Full control over AI behavior 👥 Team-Ready - Everyone uses the same patterns

Multi-language: TypeScript • Python • Go • Rust • C# • Any language Model Agnostic:* Claude • GPT • Gemini • MiniMax • Local models

](https://github.com/darrenhinde/OpenAgentsControl/stargazers) [ ](https://opensource.org/licenses/MIT) [

🚀 Quick Start • 💻 Show Me Code • 🗺️ Roadmap • 💬 Community

Built on [OpenCode](https://opencode.ai) - An open-source AI coding framework. OAC extends OpenCode with specialized agents, context management, and team workflows.

The Problem

Most AI agents are like hiring a developer who doesn't know your codebase. They write generic code. You spend hours rewriting, refactoring, and fixing inconsistencies. Tokens burned. Time wasted. No actual work done.

Example:

// What AI gives you (generic)
export async function POST(request: Request) {
  const data = await request.json();
  return Response.json({ success: true });
}

// What you actually need (your patterns)
export async function POST(request: Request) {
  const body = await request.json();
  const validated = UserSchema.parse(body);  // Your Zod validation
  const result = await db.users.create(validated);  // Your Drizzle ORM
  return Response.json(result, { status: 201 });  // Your response format
}

The Solution

OpenAgentsControl teaches agents your patterns upfront. They understand your coding standards, your architecture, your security requirements. They propose plans before implementing. They execute incrementally with validation.

The result: Production-ready code that ships without heavy rework.

What Makes OAC Different

🎯 Context-Aware (Your Secret Weapon) Agents load YOUR patterns before generating code. Code matches your project from the start. No refactoring needed.

📝 Editable Agents (Not Baked-In Plugins) Full control over agent behavior. Edit markdown files directly—no compilation, no vendor lock-in. Change workflows, add constraints, customize for your team.

✋ Approval Gates (Human-Guided AI) Agents ALWAYS request approval before execution. Propose → Approve → Execute. You stay in control. No "oh no, what did the AI just do?" moments.