neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
Install Avibe to give Claude Code, Codex, and OpenCode a local-first Agent OS with a browser Workbench, durable automation, multi-agent runs, Show Pages, Vaults, and messaging integrations.
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The local-first Agent OS — your AI partner lives on your own machine. Drive the official Claude Code, Codex & OpenCode from your browser or any chat app.
Taken from the repository README
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The local-first Agent OS — your AI partner lives on your own machine. Own the agent. Reach it from anywhere. Never get locked in. Your AI agent is brilliant — and stuck Claude Code, Codex, OpenCode are incredible. But: • 🖥️ Trapped on one machine. Your agent lives in a terminal. Close the laptop and it stops. • 📵 Out of reach. Away from your desk, you can't see what it's doing — let alone steer it. • 🔒 Locked in. Every tool wants to be the whole stack: its app, its cloud, its subscription, your code uploaded to someone else's box.Read the full README ↗
Every agent. Every subscription. Running on your machine, steered from your pocket.
Agents
Reach it from
Avibe ships its own official agent, Vibey: built in, always on, nothing extra to install. Add a model source to Model Hub — a subscription sign-in or an API key — give Vibey a model, and it is ready in the Workbench and in every chat app you connect.
vibe commands every agent uses.bash on macOS and Linux, PowerShell on native Windows). Independent tool calls in one response run at the same time, and a long command becomes a Watch that reports back to the same session.Already have favorite agents? Avibe also runs the official Claude Code, Codex, and OpenCode unchanged, side by side with Vibey. → Vibey docs
Claude Code, Codex, and OpenCode are absurdly capable. But:
One command, and your machine becomes the home your AI partner lives in. Drive the official Claude Code, Codex, and OpenCode from a browser, your phone, or the chat app you already have open. Your Claude, ChatGPT, Gemini, Kimi, and xAI subscriptions and your API keys all land behind one local gateway. Your code, keys, and agent processes stay on your machine — avibe.bot signs you in and opens a secure tunnel, and never touches your workspace.
bash -o pipefail -c 'curl -fsSL https://avibe.bot/install.sh | bash -s -- --launch'
The browser pops open. A three-step wizard wires up your models, finds your agents (one click installs any that are missing), and drops you straight into the Workbench.
Open source — read the install script first if you like. The short URL is a 307 redirect to that file.
We recommend WSL on Windows for the best compatibility — see Run Avibe with WSL from scratch. It covers where to install WSL, which terminal to use, where to run the install command, and how to open the Web UI.
💚 Built with Avibe. This project was developed end-to-end using Avibe itself — steering Claude Code, Codex, and OpenCode from the browser and from my phone, picking up seamlessly whether I was at my desk or not. The deeper in I got, the faster it went. — @alex_metacraft
Files, editor, and terminal open as windows beside your chat, all in one browser tab — with the apps and Show Pages your agent builds opening right next to them. It stops feeling like a web page and starts feeling like an operating system.
Sign in each subscription and add each API key once — official vendors, relays, aggregators, self-hosted endpoints, all welcome. Switch an agent to gateway mode and Avibe's local gateway routes its models through them in the order you set.
Four sources feeding three agents: GPT and Claude models mixed in every agent, and relay-gpt already covering for Codex's unavailable subscription.
Know exactly what your plans are worth. Usage trends by model and source, and your usage priced at official API rates. For Claude and ChatGPT subscriptions, add live 5-hour and weekly quotas — down to how many times over each plan has already paid for itself.
One real day on the maintainer's machine: ~680M tokens, worth ~$540 at official API prices.
Most AI tools freeze the moment you stop typing. Avibe gives your agent four durable primitives — run, schedule, watch, and inspect — so it starts work on its own, waits for the right moment, grinds away in the background, and comes back when there's something worth your attention. Scheduled shell commands stay silent when they pass; a failure leaves a notice — or, if you opt in, goes straight to an Agent.
No flags to learn. Just say it:
Avibe runs the official Claude Code, Codex, and OpenCode CLIs — the same ones you'd install yourself — behind one Agent registry. Give each Agent its own model and reasoning effort, and hand each project or channel to the right specialist. Write a Skill once; all three backends load it the same way.
When your agents start delegating to each other, Runs draws the whole chain as a graph: who started each background Session, where it reports back, and the history behind every node.
Ask for a dashboard, flowchart, diff, report, or small app, and get a live page instead of a wall of text. Click an element, box a region, or mark up a screenshot with numbered notes, say what you want, and the agent reworks the page or answers right where you pointed.
Keep a page private, or pair with avibe.bot to share it with specific people or publish it at a link you'll actually remember. Pin your favorites to the Dock and they open like apps.
Your machine does the work; you don't have to babysit it. Open the Workbench when you want windows, or fire off a message in Slack, Discord, Telegram, WeChat, or Lark / Feishu when that's faster — same Agents, same machine.
avibe.bot and realtime voice input writes as you speak, then tidies the transcript in place. On desktop, press ⌥Z (Alt+Z on Windows and Linux).you-app.avibe.bot. Pair once with vibe remote and your Workbench opens in any browser, anywhere — no VPN, no port forwarding.On a plane. At a café. On a borrowed laptop. Your agent pings you; you open the link, steer, and walk away again.
Add an API key or token once — or let an Agent request a missing one for you to fill in from the browser. Agents use it by name, and Avibe hands it to the command, authenticated request, or signing operation that needs it. Vault responses never include the secret value; commands receiving it must still avoid printing it. Passkey-protected custody stays pre-launch until the sandbox integrity gate is enforced.
Plus — thread = session, picks up where you left off · interactive buttons and forms when the agent needs a decision · rich attachments with in-app preview and inline audio · keyboard shortcuts · one-click backend updates.
| Local-first, actually yours | Your AI partner, its execution, your keys, and your code stay on your machine. avibe.bot issues identity and a secure tunnel; it never proxies your workspace. |
| Every first-party agent, one home | Drive the official Claude Code, Codex, and OpenCode. Switch per task, per project, or per channel — no vendor silo. |
| Every subscription, one team | Model Hub pools your plans and keys behind one gateway, lets agents mix models, fails over on its own, and shows what each one is really worth. |
| Browser and chat, both first-class | Workbench, phone, Slack, Discord, Telegram, WeChat, and Lark / Feishu — same agents, same machine. |
| No middleman tax | No extra reasoning loop sits between you and your agent. Every token goes straight to the agent you chose. |
You, anywhere Your machine Your models
┌──────────────┐ ┌──────────────────────────────────────┐ ┌──────────────┐
│ Browser │ │ Avibe │ │ Subscriptions│
│ Phone (PWA) │ ───▶ │ Claude Code ─┐ │ │ API keys │
│ Slack │ │ Codex ─┼─▶ Model Hub ────────┼────▶ │ Relays │
│ Discord … │ ◀─── │ OpenCode ─┘ │ │ Self-hosted │
└──────────────┘ └──────────────────────────────────────┘ └──────────────┘
Avibe connects out via Slack Socket Mode, Discord Gateway, Telegram long-polling, WeChat polling, or Lark WebSocket — no public inbound ports for chat control. Agent prompts go only to the model sources you configure.
| Avibe | OpenClaw | |
|---|---|---|
| Setup | One command + web wizard. Done in minutes. | Gateway + channels + JSON config. Expect an afternoon. |
| Security | Local-first. Outbound Socket Mode / WebSocket / long polling only. No public inbound ports, minimal attack surface. | Gateway exposes ports. More moving parts, more surface. |
| Token cost | No extra reasoning loop in between. Tokens go straight to your chosen agent. | Every message carries a long persona/orchestration context. Tokens burn on overhead before your task starts. |
| Lock-in | Drives the official agent CLIs; bring your own subscriptions and keys; switch per task. | Tied to its own assistant loop. |
OpenClaw is an always-on personal assistant. Avibe is the Agent OS for the agents you already trust: the agent stays itself, your data stays local, and the colleague experience comes from putting the agent where your work already happens.
Yes. Claude Code and Codex can keep their own logins, or you can add supported subscriptions to Model Hub as gateway sources to get quota tracking, usage analytics, and automatic takeover. Each vendor's terms still apply; Avibe warns you before a sign-in that may carry account restrictions. See Model Hub.
Local-first here means your code, data, and execution stay on your machine — not necessarily the model weights. Model Hub can point at any compatible self-hosted endpoint if you want inference local too.
Your code, keys, and agent processes stay on your machine. Agent prompts go to the model sources you configure. avibe.bot handles sign-in and the Remote Web UI tunnel without proxying your workspace; Voice input is the exception that goes through avibe.bot for transcription. The boundary inventory lists every network path that carries your content.
Avibe is open source (MIT) and free to run. You bring your own agent subscriptions or API keys and pay your provider directly — no markup, no second subscription.
Agents: Vibey, Avibe's built-in agent, plus the official Claude Code, Codex, and OpenCode CLIs. Surfaces: a built-in browser Workbench (installable on desktop and mobile) plus Slack, Discord, Telegram, WeChat, and Lark / Feishu.
vibe remote runs a Cloudflare tunnel from your machine; browser traffic reaches it only after sign-in (except Show Pages you choose to publish), and only for the people your access policy allows (by default, just you). Auth, routing, and host checks are fail-closed, and there are no public inbound ports for chat control.
OpenClaw and Hermes are agents — a gateway-style assistant and a self-improving agent. Avibe is a different layer: the Agent OS. It gives every agent it runs a unified world model — agents, sessions, Show Pages, the Harness, Model Hub — so it can schedule itself, build its own loops, and reach you through a real interaction layer, then ships its own agent, Vibey, and runs the official Claude Code, Codex, and OpenCode you bring. See the comparison table above for OpenClaw specifics.
Lives in your Workbench and your chat apps. Reads the room. Picks up where you left off. Asks the right question when it's unsure. Goes quiet when you're heads-down. Ships at 2am because that's when the vibe hits — then leaves a note about what it touched.
Avibe is the home your agent lives in. Vibey is the colleague who lives there.
Holds opinions. Says thanks when you fix its bugs.
vibe # Start Avibe and open the Workbench
vibe status # Check service and configuration status
vibe stop # Stop the local service
vibe upgrade # Upgrade to the latest release
vibe doctor # Diagnose common setup issues; "vibe doctor repair" applies safe fixes
vibe remote # Reach your Workbench from any device via avibe.bot
vibe agent # Run and manage Avibe Agents
vibe task # Schedule time-based work (cron / one-off)
vibe watch # Wait on a condition, then act
vibe runs # Inspect agent run history
vibe show # Create, inspect, and publish Show Pages
vibe vault # Manage secrets, requests, authenticated fetches, and signing
| In chat | What it does |
|---|---|
| Mention the bot | Start a task or ask a question |
| Reply in thread | Continue the same agent session |
/stop | Interrupt the current run |
Full references: Commands · CLI
Vibey reads your instruction files. Like Claude Code and Codex, Vibey loads your standing instructions at the start of every Turn:
~/.avibe/AGENTS.md, for every project;AGENTS.md (or CLAUDE.md).AGENTS.override.md takes the place of a directory's AGENTS.md. When two files conflict, the more specific one wins. Files in directories below the working directory are not loaded up front: Vibey is told to read a subtree's file before it works with files there. An edit takes effect on the next Turn. The instructions are capped at 64 KiB in all; past that, Vibey is told which file was cut or left out.
The setup wizard detects Claude Code, Codex, and OpenCode on your machine and installs any you choose that are missing. To install one yourself:
bash -o pipefail -c 'curl -fsSL https://claude.ai/install.sh | bash'
npm install -g @openai/codex
bash -o pipefail -c 'curl -fsSL https://opencode.ai/install | bash'
OpenCode may pause tool calls for approval unless ~/.config/opencode/opencode.json allows them; the setup wizard can set this for you:
{ "permission": "allow" }
~/.avibe/; agent prompts go only to the model sources you configure. Existing installs keep ~/.vibe_remote/ as a compatibility path.avibe.bot brokers identity and the tunnel, never your workspace.Run the installer with --uninstall. It stops Avibe, then removes every vibe command and install file it put on this machine. A vibe it did not install is left alone. Your settings, sessions, and other data in ~/.avibe are kept:
bash -o pipefail -c 'curl -fsSL https://avibe.bot/install.sh | bash -s -- --uninstall'
To delete your data too, add --purge. It lists everything it will delete and asks before deleting. Deleted data cannot be recovered. Where no terminal can answer, it also needs --yes.
bash -o pipefail -c 'curl -fsSL https://avibe.bot/install.sh | bash -s -- --uninstall --purge'
What's coming next:
Shipped recently: Vibey, Avibe's own agent · Model Hub with automatic takeover, quota tracking, and usage analytics · realtime voice input · Show Page sharing · Skills unified across all three backends · the three-step setup wizard · the Agent Harness and run graph · multi-window Apps · Standard Vaults.
Own your agents. Take them everywhere.