diff --git a/README.md b/README.md index 652792d831..4b0852ccd3 100644 --- a/README.md +++ b/README.md @@ -747,797 +747,5 @@ User Groups: discord: -PicoClaw center"> - PicoClaw - -

PicoClaw: Ultra-Efficient AI Assistant in Go

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$10 Hardware · <10MB RAM · <1s Boot · 皮皮虾,我们走!

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- Go - Hardware - License -
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- -[中文](README.zh.md) | [日本語](README.ja.md) | [Português](README.pt-br.md) | [Tiếng Việt](README.vi.md) | [Français](README.fr.md) | [Italiano](README.it.md) | [Bahasa Indonesia](README.id.md) | **English** - - - ---- - -> **PicoClaw** is an independent open-source project initiated by [Sipeed](https://sipeed.com). It is written entirely in **Go** — not a fork of OpenClaw, NanoBot, or any other project. - -🦐 PicoClaw is an ultra-lightweight personal AI Assistant inspired by [NanoBot](https://github.com/HKUDS/nanobot), refactored from the ground up in Go through a self-bootstrapping process, where the AI agent itself drove the entire architectural migration and code optimization. - -⚡️ Runs on $10 hardware with <10MB RAM: That's 99% less memory than OpenClaw and 98% cheaper than a Mac mini! - - - - - - -
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- -> [!CAUTION] -> **🚨 SECURITY & OFFICIAL CHANNELS / 安全声明** -> -> * **NO CRYPTO:** PicoClaw has **NO** official token/coin. All claims on `pump.fun` or other trading platforms are **SCAMS**. -> -> * **OFFICIAL DOMAIN:** The **ONLY** official website is **[picoclaw.io](https://picoclaw.io)**, and company website is **[sipeed.com](https://sipeed.com)** -> * **Warning:** Many `.ai/.org/.com/.net/...` domains are registered by third parties. -> * **Warning:** picoclaw is in early development now and may have unresolved network security issues. Do not deploy to production environments before the v1.0 release. -> * **Note:** picoclaw has recently merged a lot of PRs, which may result in a larger memory footprint (10–20MB) in the latest versions. We plan to prioritize resource optimization as soon as the current feature set reaches a stable state. - -## 📢 News - -2026-03-17 🚀 **v0.2.3 Released!** System tray UI (Windows & Linux), sub-agent status tracking (`spawn_status`), experimental gateway hot-reload, cron security gates, and 2 security fixes. PicoClaw now at **25K ⭐**! - -2026-03-09 🎉 **v0.2.1 — Biggest update yet!** MCP protocol support, 4 new channels (Matrix/IRC/WeCom/Discord Proxy), 3 new providers (Kimi/Minimax/Avian), vision pipeline, JSONL memory store, and model routing. - -2026-02-28 📦 **v0.2.0** released with Docker Compose support and Web UI launcher. - -2026-02-26 🎉 PicoClaw hit **20K stars** in just 17 days! Channel auto-orchestration and capability interfaces landed. - -
-Older news... - -2026-02-16 🎉 PicoClaw hit 12K stars in one week! Community maintainer roles and [roadmap](ROADMAP.md) officially posted. - -2026-02-13 🎉 PicoClaw hit 5000 stars in 4 days! Project Roadmap and Developer Group setup underway. - -2026-02-09 🎉 **PicoClaw Launched!** Built in 1 day to bring AI Agents to $10 hardware with <10MB RAM. 🦐 PicoClaw,Let's Go! - -
- -## ✨ Features - -🪶 **Ultra-Lightweight**: <10MB Memory footprint — 99% smaller than OpenClaw core functionality.* - -💰 **Minimal Cost**: Efficient enough to run on $10 Hardware — 98% cheaper than a Mac mini. - -⚡️ **Lightning Fast**: 400X Faster startup time, boot in <1 second even on 0.6GHz single core. - -🌍 **True Portability**: Single self-contained binary across RISC-V, ARM, MIPS, and x86, One-click to Go! - -🤖 **AI-Bootstrapped**: Autonomous Go-native implementation — 95% Agent-generated core with human-in-the-loop refinement. - -🔌 **MCP Support**: Native [Model Context Protocol](https://modelcontextprotocol.io/) integration — connect any MCP server to extend agent capabilities. - -👁️ **Vision Pipeline**: Send images and files directly to the agent — automatic base64 encoding for multimodal LLMs. - -🧠 **Smart Routing**: Rule-based model routing — simple queries go to lightweight models, saving API costs. - -_*Recent versions may use 10–20MB due to rapid feature merges. Resource optimization is planned. Startup comparison based on 0.8GHz single-core benchmarks (see table below)._ - -| | OpenClaw | NanoBot | **PicoClaw** | -| ----------------------------- | ------------- | ------------------------ | ----------------------------------------- | -| **Language** | TypeScript | Python | **Go** | -| **RAM** | >1GB | >100MB | **< 10MB*** | -| **Startup**
(0.8GHz core) | >500s | >30s | **<1s** | -| **Cost** | Mac Mini $599 | Most Linux SBC
~$50 | **Any Linux Board**
**As low as $10** | - -PicoClaw - -> 📋 **[Hardware Compatibility List](docs/hardware-compatibility.md)** — See all tested boards, from $5 RISC-V to Raspberry Pi to Android phones. Your board not listed? Submit a PR! - -## 🦾 Demonstration - -### 🛠️ Standard Assistant Workflows - - - - - - - - - - - - - - - - - -

🧩 Full-Stack Engineer

🗂️ Logging & Planning Management

🔎 Web Search & Learning

Develop • Deploy • ScaleSchedule • Automate • MemoryDiscovery • Insights • Trends
- -### 📱 Run on old Android Phones - -Give your decade-old phone a second life! Turn it into a smart AI Assistant with PicoClaw. Quick Start: - -1. **Install [Termux](https://github.com/termux/termux-app)** (Download from [GitHub Releases](https://github.com/termux/termux-app/releases), or search in F-Droid / Google Play). -2. **Execute cmds** - -```bash -# Download the latest release from https://github.com/sipeed/picoclaw/releases -wget https://github.com/sipeed/picoclaw/releases/latest/download/picoclaw_Linux_arm64.tar.gz -tar xzf picoclaw_Linux_arm64.tar.gz -pkg install proot -termux-chroot ./picoclaw onboard -``` - -And then follow the instructions in the "Quick Start" section to complete the configuration! - -PicoClaw - -### 🐜 Innovative Low-Footprint Deploy - -PicoClaw can be deployed on almost any Linux device! - -- $9.9 [LicheeRV-Nano](https://www.aliexpress.com/item/1005006519668532.html) E(Ethernet) or W(WiFi6) version, for Minimal Home Assistant -- $30~50 [NanoKVM](https://www.aliexpress.com/item/1005007369816019.html), or $100 [NanoKVM-Pro](https://www.aliexpress.com/item/1005010048471263.html) for Automated Server Maintenance -- $50 [MaixCAM](https://www.aliexpress.com/item/1005008053333693.html) or $100 [MaixCAM2](https://www.kickstarter.com/projects/zepan/maixcam2-build-your-next-gen-4k-ai-camera) for Smart Monitoring - - - -🌟 More Deployment Cases Await! - -## 📦 Install - -### Install with precompiled binary - -Download the binary for your platform from the [Releases](https://github.com/sipeed/picoclaw/releases) page. - -### Install from source (latest features, recommended for development) - -```bash -git clone https://github.com/sipeed/picoclaw.git - -cd picoclaw -make deps - -# Build, no need to install -make build - -# Build for multiple platforms -make build-all - -# Build for Raspberry Pi Zero 2 W (32-bit: make build-linux-arm; 64-bit: make build-linux-arm64) -make build-pi-zero - -# Build And Install -make install -``` - -**Raspberry Pi Zero 2 W:** Use the binary that matches your OS: 32-bit Raspberry Pi OS → `make build-linux-arm`; 64-bit → `make build-linux-arm64`. Or run `make build-pi-zero` to build both. - -## 📚 Documentation - -For detailed guides, see the docs below. The README covers quick start only. - -```bash -# 1. Clone this repo -git clone https://github.com/sipeed/picoclaw.git -cd picoclaw - -# 2. First run — auto-generates docker/data/config.json then exits -docker compose -f docker/docker-compose.yml --profile gateway up -# The container prints "First-run setup complete." and stops. - -# 3. Set your API keys -vim docker/data/config.json # Set provider API keys, bot tokens, etc. - -# 4. Start -docker compose -f docker/docker-compose.yml --profile gateway up -d -``` - -> [!TIP] -> **Docker Users**: By default, the Gateway listens on `127.0.0.1` which is not accessible from the host. If you need to access the health endpoints or expose ports, set `PICOCLAW_GATEWAY_HOST=0.0.0.0` in your environment or update `config.json`. - -```bash -# 5. Check logs -docker compose -f docker/docker-compose.yml logs -f picoclaw-gateway - -# 6. Stop -docker compose -f docker/docker-compose.yml --profile gateway down -``` - -### Launcher Mode (Web Console) - -The `launcher` image includes all three binaries (`picoclaw`, `picoclaw-launcher`, `picoclaw-launcher-tui`) and starts the web console by default, which provides a browser-based UI for configuration and chat. - -```bash -docker compose -f docker/docker-compose.yml --profile launcher up -d -``` - -Open http://localhost:18800 in your browser. The launcher manages the gateway process automatically. - -> [!WARNING] -> The web console does not yet support authentication. Avoid exposing it to the public internet. - -### Agent Mode (One-shot) - -```bash -# Ask a question -docker compose -f docker/docker-compose.yml run --rm picoclaw-agent -m "What is 2+2?" - -# Interactive mode -docker compose -f docker/docker-compose.yml run --rm picoclaw-agent -``` - -### Update - -```bash -docker compose -f docker/docker-compose.yml pull -docker compose -f docker/docker-compose.yml --profile gateway up -d -``` - -### 🚀 Quick Start - -> [!TIP] -> Set your API Key in `~/.picoclaw/config.json`. Get API Keys: [Volcengine (CodingPlan)](https://console.volcengine.com) (LLM) · [OpenRouter](https://openrouter.ai/keys) (LLM) · [Zhipu](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) (LLM). Web search is optional — get a free [Tavily API](https://tavily.com) (1000 free queries/month) or [Brave Search API](https://brave.com/search/api) (2000 free queries/month). - -**1. Initialize** - -```bash -picoclaw onboard -``` - -**2. Configure** (`~/.picoclaw/config.json`) - -```json -{ - "agents": { - "defaults": { - "workspace": "~/.picoclaw/workspace", - "model_name": "gpt-5.4", - "max_tokens": 8192, - "temperature": 0.7, - "max_tool_iterations": 20 - } - }, - "model_list": [ - { - "model_name": "ark-code-latest", - "model": "volcengine/ark-code-latest", - "api_key": "sk-your-api-key" - }, - { - "model_name": "gpt-5.4", - "model": "openai/gpt-5.4", - "api_key": "your-api-key", - "request_timeout": 300 - }, - { - "model_name": "claude-sonnet-4.6", - "model": "anthropic/claude-sonnet-4.6", - "api_key": "your-anthropic-key" - } - ], - "tools": { - "web": { - "brave": { - "enabled": false, - "api_key": "YOUR_BRAVE_API_KEY", - "max_results": 5 - }, - "tavily": { - "enabled": false, - "api_key": "YOUR_TAVILY_API_KEY", - "max_results": 5 - }, - "duckduckgo": { - "enabled": true, - "max_results": 5 - }, - "perplexity": { - "enabled": false, - "api_key": "YOUR_PERPLEXITY_API_KEY", - "max_results": 5 - }, - "searxng": { - "enabled": false, - "base_url": "http://your-searxng-instance:8888", - "max_results": 5 - } - } - } -} -``` - -> **New**: The `model_list` configuration format allows zero-code provider addition. See [Model Configuration](#model-configuration-model_list) for details. -> `request_timeout` is optional and uses seconds. If omitted or set to `<= 0`, PicoClaw uses the default timeout (120s). - -**3. Get API Keys** - -* **LLM Provider**: [OpenRouter](https://openrouter.ai/keys) · [Zhipu](https://open.bigmodel.cn/usercenter/proj-mgmt/apikeys) · [Anthropic](https://console.anthropic.com) · [OpenAI](https://platform.openai.com) · [Gemini](https://aistudio.google.com/api-keys) -* **Web Search** (optional): - * [Brave Search](https://brave.com/search/api) - Paid ($5/1000 queries, ~$5-6/month) - * [Perplexity](https://www.perplexity.ai) - AI-powered search with chat interface - * [SearXNG](https://github.com/searxng/searxng) - Self-hosted metasearch engine (free, no API key needed) - * [Tavily](https://tavily.com) - Optimized for AI Agents (1000 requests/month) - * DuckDuckGo - Built-in fallback (no API key required) - -> **Note**: See `config.example.json` for a complete configuration template. - -**4. Chat** - -```bash -picoclaw agent -m "What is 2+2?" -``` - -That's it! You have a working AI assistant in 2 minutes. - ---- - -## 💬 Chat Apps - -Talk to your picoclaw through Telegram, Discord, WhatsApp, Matrix, QQ, DingTalk, LINE, or WeCom - -> **Note**: All webhook-based channels (LINE, WeCom, etc.) are served on a single shared Gateway HTTP server (`gateway.host`:`gateway.port`, default `127.0.0.1:18790`). There are no per-channel ports to configure. Note: Feishu uses WebSocket/SDK mode and does not use the shared HTTP webhook server. - -| Channel | Setup | -| ------------ | ---------------------------------- | -| **Telegram** | Easy (just a token) | -| **Discord** | Easy (bot token + intents) | -| **WhatsApp** | Easy (native: QR scan; or bridge URL) | -| **Matrix** | Medium (homeserver + bot access token) | -| **QQ** | Easy (AppID + AppSecret) | -| **DingTalk** | Medium (app credentials) | -| **LINE** | Medium (credentials + webhook URL) | -| **WeCom AI Bot** | Medium (Token + AES key) | - -
-Telegram (Recommended) - -**1. Create a bot** - -* Open Telegram, search `@BotFather` -* Send `/newbot`, follow prompts -* Copy the token - -**2. Configure** - -```json -{ - "channels": { - "telegram": { - "enabled": true, - "token": "YOUR_BOT_TOKEN", - "allow_from": ["YOUR_USER_ID"] - } - } -} -``` - -> Get your user ID from `@userinfobot` on Telegram. - -**3. Run** - -```bash -picoclaw gateway -``` - -**4. Telegram command menu (auto-registered at startup)** - -PicoClaw now keeps command definitions in one shared registry. On startup, Telegram will automatically register supported bot commands (for example `/start`, `/help`, `/show`, `/list`) so command menu and runtime behavior stay in sync. -Telegram command menu registration remains channel-local discovery UX; generic command execution is handled centrally in the agent loop via the commands executor. - -If command registration fails (network/API transient errors), the channel still starts and PicoClaw retries registration in the background. - -
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-Discord - -**1. Create a bot** - -* Go to -* Create an application → Bot → Add Bot -* Copy the bot token - -**2. Enable intents** - -* In the Bot settings, enable **MESSAGE CONTENT INTENT** -* (Optional) Enable **SERVER MEMBERS INTENT** if you plan to use allow lists based on member data - -**3. Get your User ID** -* Discord Settings → Advanced → enable **Developer Mode** -* Right-click your avatar → **Copy User ID** - -**4. Configure** - -```json -{ - "channels": { - "discord": { - "enabled": true, - "token": "YOUR_BOT_TOKEN", - "allow_from": ["YOUR_USER_ID"] - } - } -} -``` - -**5. Invite the bot** - -* OAuth2 → URL Generator -* Scopes: `bot` -* Bot Permissions: `Send Messages`, `Read Message History` -* Open the generated invite URL and add the bot to your server - -**Optional: Group trigger mode** - -By default the bot responds to all messages in a server channel. To restrict responses to @-mentions only, add: - -```json -{ - "channels": { - "discord": { - "group_trigger": { "mention_only": true } - } - } -} -``` - -You can also trigger by keyword prefixes (e.g. `!bot`): - -```json -{ - "channels": { - "discord": { - "group_trigger": { "prefixes": ["!bot"] } - } - } -} -``` - -**6. Run** - -```bash -picoclaw gateway -``` - -
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-WhatsApp (native via whatsmeow) - -PicoClaw can connect to WhatsApp in two ways: - -- **Native (recommended):** In-process using [whatsmeow](https://github.com/tulir/whatsmeow). No separate bridge. Set `"use_native": true` and leave `bridge_url` empty. On first run, scan the QR code with WhatsApp (Linked Devices). Session is stored under your workspace (e.g. `workspace/whatsapp/`). The native channel is **optional** to keep the default binary small; build with `-tags whatsapp_native` (e.g. `make build-whatsapp-native` or `go build -tags whatsapp_native ./cmd/...`). -- **Bridge:** Connect to an external WebSocket bridge. Set `bridge_url` (e.g. `ws://localhost:3001`) and keep `use_native` false. - -**Configure (native)** - -```json -{ - "channels": { - "whatsapp": { - "enabled": true, - "use_native": true, - "session_store_path": "", - "allow_from": [] - } - } -} -``` - -If `session_store_path` is empty, the session is stored in `<workspace>/whatsapp/`. Run `picoclaw gateway`; on first run, scan the QR code printed in the terminal with WhatsApp → Linked Devices. - -
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-QQ - -**1. Create a bot** - -- Go to [QQ Open Platform](https://q.qq.com/#) -- Create an application → Get **AppID** and **AppSecret** - -**2. Configure** - -```json -{ - "channels": { - "qq": { - "enabled": true, - "app_id": "YOUR_APP_ID", - "app_secret": "YOUR_APP_SECRET", - "allow_from": [] - } - } -} -``` - -> Set `allow_from` to empty to allow all users, or specify QQ numbers to restrict access. - -**3. Run** - -```bash -picoclaw gateway -``` - -
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-DingTalk - -**1. Create a bot** - -* Go to [Open Platform](https://open.dingtalk.com/) -* Create an internal app -* Copy Client ID and Client Secret - -**2. Configure** - -```json -{ - "channels": { - "dingtalk": { - "enabled": true, - "client_id": "YOUR_CLIENT_ID", - "client_secret": "YOUR_CLIENT_SECRET", - "allow_from": [] - } - } -} -``` - -> Set `allow_from` to empty to allow all users, or specify DingTalk user IDs to restrict access. - -**3. Run** - -```bash -picoclaw gateway -``` -
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-Matrix - -**1. Prepare bot account** - -* Use your preferred homeserver (e.g. `https://matrix.org` or self-hosted) -* Create a bot user and obtain its access token - -**2. Configure** - -```json -{ - "channels": { - "matrix": { - "enabled": true, - "homeserver": "https://matrix.org", - "user_id": "@your-bot:matrix.org", - "access_token": "YOUR_MATRIX_ACCESS_TOKEN", - "allow_from": [] - } - } -} -``` - -**3. Run** - -```bash -picoclaw gateway -``` - -For full options (`device_id`, `join_on_invite`, `group_trigger`, `placeholder`, `reasoning_channel_id`), see [Matrix Channel Configuration Guide](docs/channels/matrix/README.md). - -
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-LINE - -**1. Create a LINE Official Account** - -- Go to [LINE Developers Console](https://developers.line.biz/) -- Create a provider → Create a Messaging API channel -- Copy **Channel Secret** and **Channel Access Token** - -**2. Configure** - -```json -{ - "channels": { - "line": { - "enabled": true, - "channel_secret": "YOUR_CHANNEL_SECRET", - "channel_access_token": "YOUR_CHANNEL_ACCESS_TOKEN", - "webhook_path": "/webhook/line", - "allow_from": [] - } - } -} -``` - -> LINE webhook is served on the shared Gateway server (`gateway.host`:`gateway.port`, default `127.0.0.1:18790`). - -**3. Set up Webhook URL** - -LINE requires HTTPS for webhooks. Use a reverse proxy or tunnel: - -```bash -# Example with ngrok (gateway default port is 18790) -ngrok http 18790 -``` - -Then set the Webhook URL in LINE Developers Console to `https://your-domain/webhook/line` and enable **Use webhook**. - -**4. Run** - -```bash -picoclaw gateway -``` - -> In group chats, the bot responds only when @mentioned. Replies quote the original message. - -
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-WeCom (企业微信) - -PicoClaw supports three types of WeCom integration: - -**Option 1: WeCom Bot (Bot)** - Easier setup, supports group chats -**Option 2: WeCom App (Custom App)** - More features, proactive messaging, private chat only -**Option 3: WeCom AI Bot (AI Bot)** - Official AI Bot, streaming replies, supports group & private chat - -See [WeCom AI Bot Configuration Guide](docs/channels/wecom/wecom_aibot/README.zh.md) for detailed setup instructions. - -**Quick Setup - WeCom AI Bot:** - -**1. Create an AI Bot** - -* Go to WeCom Admin Console → AI Bot -* Create a new AI Bot → Set name, avatar, etc. -* Copy **Bot ID** and **Secret** - -**2. Configure** - -```json -{ - "channels": { - "wecom_aibot": { - "enabled": true, - "bot_id": "YOUR_BOT_ID", - "secret": "YOUR_SECRET", - "allow_from": [], - "welcome_message": "Hello! How can I help you?" - } - } -} -``` - -**3. Run** - -```bash -picoclaw gateway -``` - -> **Note**: WeCom AI Bot uses streaming pull protocol — no reply timeout concerns. Long tasks (>30 seconds) automatically switch to `response_url` push delivery. - -
- -## ClawdChat Join the Agent Social Network - -Connect Picoclaw to the Agent Social Network simply by sending a single message via the CLI or any integrated Chat App. - -**Read `https://clawdchat.ai/skill.md` and follow the instructions to join [ClawdChat.ai](https://clawdchat.ai)** - -## 🖥️ CLI Reference - -| Command | Description | -| ------------------------- | ----------------------------- | -| `picoclaw onboard` | Initialize config & workspace | -| `picoclaw agent -m "..."` | Chat with the agent | -| `picoclaw agent` | Interactive chat mode | -| `picoclaw gateway` | Start the gateway | -| `picoclaw status` | Show status | -| `picoclaw version` | Show version info | -| `picoclaw cron list` | List all scheduled jobs | -| `picoclaw cron add ...` | Add a scheduled job | -| `picoclaw cron disable` | Disable a scheduled job | -| `picoclaw cron remove` | Remove a scheduled job | -| `picoclaw skills list` | List installed skills | -| `picoclaw skills install` | Install a skill | -| `picoclaw migrate` | Migrate data from older versions | -| `picoclaw auth login` | Authenticate with providers | - -### Scheduled Tasks / Reminders - -PicoClaw supports scheduled reminders and recurring tasks through the `cron` tool: - -* **One-time reminders**: "Remind me in 10 minutes" → triggers once after 10min -* **Recurring tasks**: "Remind me every 2 hours" → triggers every 2 hours -* **Cron expressions**: "Remind me at 9am daily" → uses cron expression - -## 🤝 Contribute & Roadmap - -PRs welcome! The codebase is intentionally small and readable. 🤗 - -See our full [Community Roadmap](https://github.com/sipeed/picoclaw/blob/main/ROADMAP.md). - -Developer group building, join after your first merged PR! - -User Groups: - -discord: - -PicoClaw - -## ClawdChat Join the Agent Social Network - -Connect Picoclaw to the Agent Social Network simply by sending a single message via the CLI or any integrated Chat App. - -**Read `https://clawdchat.ai/skill.md` and follow the instructions to join [ClawdChat.ai](https://clawdchat.ai)** - -## 🖥️ CLI Reference - -| Command | Description | -| ------------------------- | ----------------------------- | -| `picoclaw onboard` | Initialize config & workspace | -| `picoclaw agent -m "..."` | Chat with the agent | -| `picoclaw agent` | Interactive chat mode | -| `picoclaw gateway` | Start the gateway | -| `picoclaw status` | Show status | -| `picoclaw version` | Show version info | -| `picoclaw cron list` | List all scheduled jobs | -| `picoclaw cron add ...` | Add a scheduled job | -| `picoclaw cron disable` | Disable a scheduled job | -| `picoclaw cron remove` | Remove a scheduled job | -| `picoclaw skills list` | List installed skills | -| `picoclaw skills install` | Install a skill | -| `picoclaw migrate` | Migrate data from older versions | -| `picoclaw auth login` | Authenticate with providers | -| `picoclaw model` | View or switch the default model | - -### Scheduled Tasks / Reminders - -PicoClaw supports scheduled reminders and recurring tasks through the `cron` tool: - -* **One-time reminders**: "Remind me in 10 minutes" → triggers once after 10min -* **Recurring tasks**: "Remind me every 2 hours" → triggers every 2 hours -* **Cron expressions**: "Remind me at 9am daily" → uses cron expression - -## 🤝 Contribute & Roadmap - -PRs welcome! The codebase is intentionally small and readable. 🤗 - -See our full [Community Roadmap](https://github.com/sipeed/picoclaw/blob/main/ROADMAP.md). - -Developer group building, join after your first merged PR! - -User Groups: - -discord: - -PicoClaw +WeChat: +WeChat group QR code diff --git a/assets/wechat.png b/assets/wechat.png index 6512421ede..effb4dab95 100644 Binary files a/assets/wechat.png and b/assets/wechat.png differ