1. update wechat group qrcode 2. publish roadmap
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> * **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 (1020MB) in the latest versions. We plan to prioritize resource optimization as soon as the current feature set reaches a stable state.
## 📢 News
2026-02-16 🎉 PicoClaw hit 12K stars in one week! Thank you all for your support! PicoClaw is growing faster than we ever imagined. Given the high volume of PRs, we urgently need community maintainers. Our volunteer roles and roadmap are officially posted [here](doc/picoclaw_community_roadmap_260216.md) —we cant wait to have you on board!
2026-02-13 🎉 PicoClaw hit 5000 stars in 4days! Thank you for the community! There are so many PRs&issues come in (during Chinese New Year holidays), we are finalizing the Project Roadmap and setting up the Developer Group to accelerate PicoClaw's development.
🚀 Call to Action: Please submit your feature requests in GitHub Discussions. We will review and prioritize them during our upcoming weekly meeting.

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> * **官方域名:** 唯一的官方网站是 **[picoclaw.io](https://picoclaw.io)**,公司官网是 **[sipeed.com](https://sipeed.com)**。
> * **警惕:** 许多 `.ai/.org/.com/.net/...` 后缀的域名被第三方抢注,请勿轻信。
> * **注意:** picoclaw正在初期的快速功能开发阶段可能有尚未修复的网络安全问题在1.0正式版发布前,请不要将其部署到生产环境中
> * **注意:** picoclaw最近合并了大量PRs近期版本可能内存占用较大(10~20MB),我们将在功能较为收敛后进行资源占用优化.
## 📢 新闻 (News)
2026-02-16 🎉 PicoClaw 在一周内突破了12K star! 感谢大家的关注PicoClaw 的成长速度超乎我们预期. 由于PR数量的快速膨胀我们亟需社区开发者参与维护. 我们需要的志愿者角色和roadmap已经发布到了[这里](doc/picoclaw_community_roadmap_260216.md), 期待你的参与!
2026-02-13 🎉 **PicoClaw 在 4 天内突破 5000 Stars** 感谢社区的支持由于正值中国春节假期PR 和 Issue 涌入较多,我们正在利用这段时间敲定 **项目路线图 (Roadmap)** 并组建 **开发者群组**,以便加速 PicoClaw 的开发。
🚀 **行动号召:** 请在 GitHub Discussions 中提交您的功能请求 (Feature Requests)。我们将在接下来的周会上进行审查和优先级排序。

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## 🚀 Join the PicoClaw Journey: Call for Community Volunteers & Roadmap Reveal
**Hello, PicoClaw Community!**
First, a massive thank you to everyone for your enthusiasm and PR contributions. It is because of you that PicoClaw continues to iterate and evolve so rapidly. Thanks to the simplicity and accessibility of the **Go language**, weve seen a non-stop stream of high-quality PRs!
PicoClaw is growing much faster than we anticipated. As we are currently in the midst of the **Chinese New Year holiday**, we are looking to recruit community volunteers to help us maintain this incredible momentum.
This document outlines the specific volunteer roles we need right now and provides a look at our upcoming **Roadmap**.
### 🎁 Community Perks
To show our appreciation, developers who officially join our community operations will receive:
* **Exclusive AI Hardware:** Our upcoming, unreleased AI device.
* **Token Discounts:** Potential discounts on LLM tokens (currently in negotiations with major providers).
### 🎥 Calling All Content Creators!
Not a developer? You can still help! We welcome users to post **PicoClaw reviews or tutorials**.
* **Twitter:** Use the tag **#picoclaw** and mention **@SipeedIO**.
* **Bilibili:** Mention **@Sipeed矽速科技** or send us a DM.
We will be rewarding high-quality content creators with the same perks as our community developers!
---
## 🛠️ Urgent Volunteer Roles
We are looking for experts in the following areas:
1. **Issue/PR Reviewers**
* **The Mission:** With PRs and Issues exploding in volume, we need help with initial triage, evaluation, and merging.
* **Focus:** Preliminary merging and community health. Efficiency optimization and security audits will be handled by specialized roles.
2. **Resource Optimization Experts**
* **The Mission:** Rapid growth has introduced dependencies that are making PicoClaw a bit "heavy." We want to keep it lean.
* **Focus:** Analyzing resource growth between releases and trimming redundancy.
* **Priority:** **RAM usage optimization** > Binary size reduction.
3. **Security Audit & Bug Fixes**
* **The Mission:** Due to the "vibe coding" nature of our early stages, we need a thorough review of network security and AI permission management.
* **Focus:** Auditing the codebase for vulnerabilities and implementing robust fixes.
4. **Documentation & DX (Developer Experience)**
* **The Mission:** Our current README is a bit outdated. We need "step-by-step" guides that even beginners can follow.
* **Focus:** Creating clear, user-friendly documentation for both setup and development.
5. **AI-Powered CI/CD Optimization**
* **The Mission:** PicoClaw started as a "vibe coding" experiment; now we want to use AI to manage it.
* **Focus:** Automating builds with AI and exploring AI-driven issue resolution.
**How to Apply:** > If you are interested in any of the roles above, please send an email to support@sipeed.com with the subject line: [Apply: PicoClaw Expert Volunteer] + Your Desired Role.
Please include a brief introduction and any relevant experience or portfolio links. We will review all applications and grant project permissions to selected contributors!
---
## 📍 The Roadmap
Interested in a specific feature? You can "claim" these tasks and start building:
###
* **Provider:**
* **Provider Refactor:** Currently being handled by **@Daming** (ETA: 5 days)
* You can still submit code; Daming will merge it into the new implementation.
* **Channels:**
* Support for OneBot, additional platforms
* attachments (images, audio, video, files).
* **Skills:**
* Implementing `find_skill` to discover tools via [openclaw/skills](https://github.com/openclaw/skills) and other platforms.
* **Operations:** * MCP Support.
* Android operations (e.g., botdrop).
* Browser automation via CDP or ActionBook.
* **Multi-Agent Ecosystem:**
* **Basic Model-Agnet** S
* **Model Routing:** Small models for easy tasks, large models for hard ones (to save tokens).
* **Swarm Mode.**
* **AIEOS Integration.**
* **Branding:**
* **Logo**: We need a cute logo! Were leaning toward a **Mantis Shrimp**—small, but packs a legendary punch!
We have officially created these tasks as GitHub Issues, all marked with the roadmap tag.
This list will be updated continuously as we progress.
If you would like to claim a task, please feel free to start a conversation by commenting directly on the corresponding issue!
---
## 🤝 How to Join
**Everything is open to your creativity!** If you have a wild idea, just PR it.
1. **The Fast Track:** Once you have at least **one merged PR**, you are eligible to join our **Developer Discord** to help plan the future of PicoClaw.
2. **The Application Track:** If you havent submitted a PR yet but want to dive in, email **support@sipeed.com** with the subject:
> `[Apply Join PicoClaw Dev Group] + Your GitHub Account`
> Include the role you're interested in and any evidence of your development experience.
### Looking Ahead
Powered by PicoClaw, we are crafting a Swarm AI Assistant to transform your environment into a seamless network of personal stewards. By automating the friction of daily life, we empower you to transcend the ordinary and freely explore your creative potential.
**Finally, Happy Chinese New Year to everyone!** May PicoClaw gallop forward in this **Year of the Horse!** 🐎