neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
코딩 에이전트를 하나의 팀으로 실행하고, 채팅 맥락 공유·병렬 실행·내장 멤버·팀 프리셋·로컬 워크스페이스 제어를 지원한다
Run coding agents as one team with shared chat context, parallel execution, built-in members, team presets, and local workspace control.
개발 도구TypeScript · RustGitHub @openteams-lab온라인운영자 미확인
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Plan, Build, and Ship — with a team of AI agents instead of one
저장소 README에서 가져옴
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Plan, Build, and Ship — with a team of AI agents instead of one
openteams is an open-source, local-first AI desktop app that helps indie developers plan, build, and ship software faster with an AI team they can control, supporting 16 coding agents including Claude Code, Codex, Gemini CLI, and the bundled openteams-cli.
Quick Start |
DocsREADME 전문 보기 ↗You already run Claude Code, Codex, Gemini CLI, or another coding agent. Each one works well on its own. Then you open a second terminal, and a third. You repeat the same context, carry results from one window to another, and keep track of who is changing what. Before long, you are managing the agents instead of the work: changes are scattered across sessions, project priorities live elsewhere, and token usage is disconnected from what actually shipped.
openteams is what is missing around those agents: one shared room where they can talk and hand off work, a plan you can see and control, and a lightweight local record that connects project work to agent output without giving agents control of the roadmap.
| openteams is | openteams is not |
|---|---|
| a local-first workspace for the coding agents you already use | another model or a replacement for Claude Code, Codex, or Gemini CLI |
| a shared session where agents can talk, hand off work, and keep the same context | a pile of separate chat windows that you have to coordinate yourself |
| a developer-owned issue list linked to agent sessions | a full project-management suite or a roadmap that agents rewrite themselves |
| a workflow you can inspect, review, interrupt, and retry step by step | one large prompt that disappears into a black box until it finishes |
| isolated worktrees you can review, merge, or discard separately | multiple agents changing the same workspace and interfering with each other |
| build statistics that show what agents delivered, the resources they used, and what it cost | a token counter with no record of what was built |
Concretely, installing it gives you: chat sessions for lightweight collaboration and planned execution, ready-to-use team workflow templates, developer-controlled Issues that link work to sessions, independent workspaces for isolating parallel tasks, and complete build statistics.
without openteams with openteams
Claude ─ terminal A ─┐ Claude ─┐
Codex ── terminal B ─┼─ you relay Codex ──┼─ shared session
Gemini ─ terminal C ─┘ Gemini ─┘
plan: somewhere else issues ── sessions ── build results
AI coding agents can produce plenty of code. The harder part is keeping their work organized: sharing context, seeing what is happening, stopping parallel tasks from overwriting each other, deciding what comes next, and knowing what the work cost.
openteams keeps agents and their conversations in one session. For larger tasks, Workflow mode shows the steps and dependencies before and during execution, so you can review or retry one step without starting everything again. If several sessions are working at once, each can use its own Git worktree, keeping unfinished changes separate until you choose to merge or discard them.
The project direction stays with the developer. Issues hold the work you have chosen and link it to the sessions where agents carry it out; agents do the work, but they do not rewrite the plan. Build statistics then show what was delivered alongside the tokens and cost used to deliver it.
openteams is not trying to give you more agents. It is trying to make sure you always know what is being built, where the changes are, what comes next, and what it cost.
Download the latest release for your platform from GitHub Releases.
macOS: The current macOS release is not signed or notarized by Apple. Browsers add a quarantine attribute to apps downloaded from the internet, so Gatekeeper may report that openteams is “damaged” even when the download is intact. After dragging openteams.app to /Applications, and only if you trust that it came from the official openteams GitHub Release, run:
xattr -dr com.apple.quarantine /Applications/openteams.app
This removes the quarantine attribute only from openteams; it does not disable Gatekeeper globally.
npx openteams-web
openteams includes a built-in openteams CLI agent. Configure your model providers in the app under Settings → Provider Config → Add Provider.
You can also connect any of these supported coding agents:
| Agent | Example install |
|---|---|
| Claude Code | npm i -g @anthropic-ai/claude-code |
| Codex | npm i -g @openai/codex |
| Gemini CLI | npm i -g @google/gemini-cli |
| Qwen Code | npm i -g @qwen-code/qwen-code |
| OpenCode | npm i -g opencode-ai |
| Amp | npm i -g @sourcegraph/amp |
| GitHub Copilot | npm i -g @github/copilot |
| Cursor | curl https://cursor.com/install -fsS | bash |
| Droid | curl -fsSL https://app.factory.ai/cli | sh |
| Kimi Code | curl -LsSf https://code.kimi.com/install.sh | bash |
| Qoder CLI | curl -fsSL https://qoder.com/install | bash |
| Pi | No install needed (runs via npx) |
| Hermes | pip install hermes-agent |
| Kiro CLI | curl -fsSL https://cli.kiro.dev/install | bash |
| DeepSeek Harness (ACP preview) | Build the official source checkout using the in-app pinned setup commands; OpenTeams launches its ACP server directly with Node (no npx) |
| OpenTeams CLI | Bundled with openteams |
~/.openteams/opencode number and sizeopenteams is under active development. Here is where we are heading:
Vision: Transform token consumption into real productivity.
Have a feature request or want to help shape the direction? Open a discussion.
| Feature | What it means |
|---|---|
| AI employees and AI teams | Turn tokens into real productivity. Each AI employee or team carries domain-specific expertise that elevates general-purpose models into specialists — ready to ship work, not just generate text. |
| Multi-agent workspace | Bring multiple AI agents into one shared session instead of juggling separate windows. |
| Shared context | Agents work from the same conversation and project context. |
| Free Chat | Use @ for direct, lightweight agent collaboration. |
| Workflow mode | Convert complex tasks into structured steps, dependencies, reviews, retries, and acceptance. |
| Visible execution | See what each agent is doing and where the work is blocked. |
| Review and retry | Review a step, retry the right task, and avoid restarting the whole project. |
| Issue management | Record and prioritize developer-controlled work items, sync issues from GitHub, and create or link sessions for execution. |
| Isolated workspaces | Run independent session tasks in separate Git worktrees, then review, merge, or discard each result without interfering with other work. |
| Build statistics | Compare bugs fixed and features delivered with token usage and cost breakdowns across sessions and models. |
| Artifacts and traces | Keep logs, diffs, transcripts, and generated artifacts attached to the work. |
| Local workspace execution | Agents work against your configured workspace, with runtime records kept under .openteams/. |
openteams is for:
It is not just a place to collect more agents. It is a way to turn agents into a working team.
| Layer | Technology |
|---|---|
| Frontend | React, TypeScript, Vite, Tailwind CSS |
| Backend | Rust |
| Desktop | Tauri |
| Database | SQLx-managed relational schema |
| Workflow UI | React Flow |
# Clone the repository
git clone https://github.com/openteams-lab/openteams.git
cd openteams
pnpm i
npm run dev
# build
pnpm run desktop:build
openteams-cli locallyUse the following commands if you need to compile the local openteams-cli binary instead of using the bundled or published build.
the build artifacts will be placed in the binaries directory.
# From the repository root
bun run ./scripts/build-openteams-cli.ts
On Windows, if pnpm run dev reports error: no such command: watch, install cargo-watch and run the development command again. This installation is only needed when that error occurs.
cargo install cargo-watch
Contributions are welcome, including reusable AI team workflows that others can learn from and adapt. Here is how to get started:
pnpm run format
pnpm run check
pnpm run lint
See CONTRIBUTING.md for the full guide.
openteams is released under the Apache License 2.0. In practical terms, you may:
If you redistribute openteams or a modified version, include a copy of the license, keep the relevant copyright and attribution notices, and clearly state which files you changed.
Three other points are worth knowing:
This section is a plain-language summary. The LICENSE file contains the authoritative legal terms.
See LICENSE for the complete legal terms.