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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A multi-agent workflow system for GitHub Copilot in VS Code that brings structure, quality gates, and long-term memory to AI-assisted development with Flowbaby.
| Date | Stars |
|---|---|
| 2026-07-31 | 283 |
| 2026-08-06 | 283 |
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# Flowbaby Agent Team
> A multi-agent workflow system for GitHub Copilot in VS Code that brings structure, quality gates, and long-term memory to AI-assisted development.
[](https://opensource.org/licenses/MIT)
## What This Is
The Flowbaby Agent Team is the **reference implementation** for Flowbaby’s persistent memory system.
These agents are intentionally designed to take advantage of long-term, workspace-scoped memory. They demonstrate what agent workflows look like when memory is treated as infrastructure rather than chat history.
## The Problem
AI coding assistants are powerful but chaotic:
- They forget context between sessions
- They try to do everything at once (plan, code, test, review)
- They skip quality gates and security reviews
- They lose track of decisions made earlier
## The Solution
This repository provides **specialized AI agents** that each own a specific part of your development workflow:
| Agent | Role |
|-------|------|
| **Roadmap** | Product vision and epics |
| **Planner** | Implementation-ready plans (WHAT, not HOW) |
| **Analyst** | Deep technical research |
| **Architect** | System design and patterns |
| **Critic** | Plan quality review |
| **Security** | Comprehensive security assessment |
| **Implementer** | Code and tests |
| **Code Reviewer** | Code quality gate before QA |
| **QA** | Test strategy and verification |
| **UAT** | Business value validation |
| **DevOps** | Packaging and releases |
| **Retrospective** | Lessons learned |
| **ProcessImprovement** | Workflow evolution |
Each agent has **clear constraints** (Planner can't write code, Implementer can't redesign) and produces **structured documents** that create an audit trail.
Use as many or as few as you need, in any order. They are designed to know their own role and work together with other agents in this repo. They are designed to work together to create a structured and auditable development process. They are also designed to challenge each other to ensure the best possible outcome.
## Quick Start
### 1. Get the Agents
```bash
git clone https://github.com/groupzer0/agents.git
```
### 2. Add to Your Project
Copy agents to your workspace (per-repo, recommended):
```text
your-project/
└── .github/
└── agents/
├── planner.agent.md
├── implementer.agent.md
└── ... (others you need)
```
Or install them at the **user level** so they are available across all VS Code workspaces. User-level agents are stored in your [VS Code profile folder](https://code.visualstudio.com/docs/configure/profiles):
- **Linux**: `~/.config/Code/User/`
- **macOS**: `~/Library/Application Support/Code/User/`
- **Windows**: `%APPDATA%\Code\User\`
> [!TIP]
> The easiest way to create a user-level agent is via the Command Palette: **Chat: New Custom Agent** → select **User profile**. VS Code will place it in the correct location automatically.
### 3. Use in Copilot Chat
In VS Code, select your agent from the **agents dropdown** at the top of the Chat panel, then type your prompt:
```text
Create a plan for adding user authentication
```
> [!NOTE]
> Unlike built-in participants (e.g., `@workspace`), custom agents are **not** invoked with the `@` symbol. You must select them from the dropdown or use the Command Palette.
### 4. Flowbaby Requirement
These agents require Flowbaby to function correctly.
Flowbaby provides the persistent memory layer that allows agents to remember decisions, constraints, and prior work across sessions. Without Flowbaby, the agents fall back to stateless behavior and lose most of their intended value.
Install [Flowbaby](https://marketplace.visualstudio.com/items?itemName=flowbaby.flowbaby) for cross-session memory:
1. VS Code Extensions → Search "Flowbaby" → Install
2. Command Palette → "Flowbaby: Initialize Workspace"
3. Command Palette → "Flowbaby: Set API Key"
Flowbaby governs memory usage and evaluation limits foExcerpt of 15,452 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:d22d69a96687c0de, llm:description: 'A multi-agent workflow system for GitHub Copilot in VS Code that brings structure, quality gates, and long-term memory to AI-assisted development with Flowbaby.'
matched fp:d22d69a96687c0de, llm:description: 'A multi-agent workflow system for GitHub Copilot in VS Code that brings structure, quality gates, and long-term memory to AI-assisted development with Flowbaby.'
matched fp:d22d69a96687c0de, llm:description: 'A multi-agent workflow system for GitHub Copilot in VS Code that brings structure, quality gates, and long-term memory to AI-assisted development with Flowbaby.'