Peter Steinberger
@steipete ↗Polyagentmorous ClawFather. Came back from retirement to mess with AI and help a lobster take over the world.
This is becoming my favorite way to read Twitter.
这正在成为我最喜欢的阅读 Twitter 的方式。
People here discussing what happened with OpenClaw. The hype died down. We improved quality and grew a team. We created a non-profit whereas competiors are VC funded and have other agendas. This is our strongest week so far.
这里的人们正在讨论 OpenClaw 发生了什么。热度已经消退了。我们提升了质量，也壮大了团队。我们创建了一家 non-profit（非营利组织），而竞争对手则由 VC（风险投资）资助，并且还有其他议程。这是我们迄今为止表现最强的一周。
I was skeptical about the multi-model routing. Seems my hinch was right.
我之前对 multi-model routing（多模型路由）持怀疑态度。看来我的直觉是对的。
If you are in Japan🇯🇵 or do business there, here's your chance to get lots of tokens!
如果你在 Japan🇯🇵，或者在那里做生意，那么现在就是你获得大量 token（代币）的机会！
Hannes speaks both developer and agents. Blessed to have him on the team!
Hannes 既懂 developer（开发者）的语言，也懂 agents（智能体）的语言。很幸运他能加入团队！
Everything’s either a fast or slow API now.
现在，几乎所有东西都成了 fast API（快速 API）或 slow API（慢速 API）。
Wanted to buy a new Mac Studio for San Francisco. We don’t even know how to make these anymore.
本来想为 San Francisco 买一台新的 Mac Studio。我们甚至已经不知道这些东西现在该怎么做了。
Whenever you create an issue on one of oure open source projects, @clawsweeper will review it, and *if* it fits the VISION.md file, will pick it up and create+autoreview a PR. e.g.:
每当你在我们的某个 open source（开源）项目上创建一个 issue，@clawsweeper 都会进行审查，并且*如果*它符合 VISION.md 文件，就会接手处理并创建+自动审查一个 PR。例如：
Mosh + tmux/zellij is a lifesaver for bad in-flight internet. (i prefer zellij but either works)
对于飞机上糟糕的网络来说，Mosh + tmux/zellij 简直是救命神器。（我更喜欢 zellij，不过两者都能用）
Got a PayPal verification text and thought I been hacked, but it was just codex signing up for a web service it needed.
我收到了一条 PayPal 验证短信，还以为自己被黑了，但其实只是 codex 在注册它所需的一个 web service（网络服务）时触发的。
I can barely keep up with implementing/testing/landing all the Issues/PRs folks submit to Codex runs INSIDE crabbox while it is building crabbox. This is becoming essential infra for my work. Codex been looping nonstop for the last 4 days in multiple trees. Since all of it is e2e verifiable it basically builds itself. Codex even signs up for the services automatically via browser/computer use. My main job is adding credit card details and closing things that I don't see as a fit.
我几乎快跟不上大家给 Codex 提交的、用于让它在构建 crabbox 的同时于 crabbox 内部运行的所有 Issues/PRs 的实现、测试和合并进度了。这正在成为我工作中至关重要的 infra（基础设施）。过去 4 天里，Codex 一直在多个代码树中不停 loop（循环）运行。由于这一切都可以做端到端（e2e）验证，它基本上已经是在自我构建了。Codex 甚至还会通过 browser/computer use 自动注册这些服务。我的主要工作就是补充信用卡信息，以及关掉那些我觉得不合适的东西。
“not consistently candid in their communications” is my fav new americanism.
“not consistently candid in their communications” 是我最近最喜欢的新式 americanism（美式说法）。
codex -C ~/projects/openclaw -m gpt-5.5-cyber time
codex -C ~/projects/openclaw -m gpt-5.5-cyber time
Part of the OpenClaw hardening work is reducing surface risk; for some media conversion we had to shell out to ffmpeg. In the next release that can now be done via wasm, with similar performance for our use cases.
OpenClaw 加固工作的一部分是降低表面风险；对于某些媒体转换，我们之前不得不通过 shell 调用 ffmpeg。在下一个版本中，这些操作现在可以通过 wasm 来完成，并且对我们的使用场景来说，性能相近。
Here’s your monthly reminder that you shouldn’t be prompting coding agents anymore. You should be designing loops that prompt your agents.
这是每月一次提醒你：你不该再去直接 prompt 编码 agent 了。你应该去设计那些会为你的 agent 生成 prompt 的循环。
Here’s the video of my talk at MS Build: Build the thing that builds the thing.
这是我在 MS Build 上演讲的视频：Build the thing that builds the thing.
We have over 1300 people on the waitlist for today's OpenClaw event - will be livestreamed on Twitch and Discord tho!
今天的 OpenClaw 活动候补名单上已经有超过 1300 人——不过会在 Twitch 和 Discord 上进行 livestream（直播）！
We never had more npm downloads than this week on @openclaw - comined with Docker, GitHub, company-internal deployments and the numerous forks, real number is more in the 10-20 million downloads/week.
本周 @openclaw 的 npm 下载量创下了历史新高——再加上 Docker、GitHub、公司内部部署以及大量 fork，真实数字更接近每周 1000 万到 2000 万次下载。
It’s been great working with Omar to get observability and verifiable workspaces into OpenClaw.
很高兴能与 Omar 合作，把 observability（可观测性）和 verifiable workspaces（可验证工作空间）引入 OpenClaw。
Such a privilege to work with Microsoft to bring claws to enterprises!
非常荣幸能与 Microsoft 合作，把 claws 带给企业！
Been teaching codex to be my QA assistant. For every commit it creates a user-test scenario and uses webVNC (crabbox), computer/browser use (peekaboo/mcporter) to test OpenClaw like a user/QA person would. This runs in the background and opens PRs with fixes.
我一直在教 codex 做我的 QA 助手。对于每次 commit，它都会创建一个用户测试场景，并使用 webVNC (crabbox)、computer/browser use（peekaboo/mcporter）像真实用户或 QA 人员那样测试 OpenClaw。这个流程会在后台运行，并打开带有修复内容的 PR。
Haven't seen codex writing ad-hoc codemods before, but it just did for a bigger TypeScript migration. Impressed.
我之前还没见过 codex 编写 ad-hoc codemod，但它刚刚为一次更大型的 TypeScript 迁移这么做了。令人印象深刻。
The idea of OpenClaw is always that it should be yours. It's modular and lean, only add what you need. Fewer skills, fewer tools = your agent can work more efficiently.
OpenClaw 的理念一直是：它应该属于你自己。它是模块化且精简的，只添加你需要的东西。技能越少、工具越少，你的 agent 就能工作得越高效。
With GPT 5.5, /goal, autoreview and crabbox my prompts moved from ~30-60min to often 4-10h tasks and my confidence that it’s ready is much much higher. Yielding agents is a skill.
有了 GPT 5.5、/goal、autoreview 和 crabbox，我的 prompts（提示词）所对应的工作，已经从大约 30–60 分钟推进到常常是 4–10 小时的任务，而且我对它已经准备就绪的信心也高了非常非常多。产出 agents（智能体）是一项技能。
I do this with codex all the time. Ask it to review code for bugs and it will tell you all good, tell it there is a bug and it will LOOP AND LOOP and will find issues.
我一直都在用 codex 这样做。让它审查代码里有没有 bug，它会告诉你一切正常；但如果你告诉它里面有 bug，它就会一遍又一遍地 LOOP AND LOOP，最后还真能找出问题。
Couldn’t be more excited to have Vince on board. 🦞 Very few people understand the new ways, how software is built. He gets it.
非常高兴 Vince 能加入。🦞 真正理解这些新方法、理解软件是如何被构建出来的人，少之又少。他懂。
I smell a takedown in 3...2...1
我闻到一场下架 / 封杀要在 3...2...1... 后发生了。
autoreview is the most impactful skill I've added to my stack (next to It automatically reviews your code before landing a PR. Finds so many edge cases. Sometimes it runs for hours.
autoreview 是我加入自己技术栈中最有影响力的能力之一（仅次于它会在 PR 合入前自动审查你的代码。它能发现非常多的边缘情况（edge cases）。有时候它甚至会连续运行好几个小时。
Also extracted our image-logic into a separate library. Especially useful if you want to ensure small hacked images don't explode your process. Rastermill - Portable image processing for Node agents. Uses Wasm+Rust to be fast.
另外，我还把我们的 image-logic 拆分成了一个独立的 library。尤其适合你想确保那些小型、被魔改过的图片不会把你的进程搞崩的时候。Rastermill —— 面向 Node agents 的可移植图像处理工具。它使用 Wasm + Rust 来获得高性能。
All the deps around opus are old or terrible, so vibed my own and replaced octoscript and opus-native. Performance of modern wasm on node/V8 is ~equivalent to native. Your claw now automatically takes meetings notes and you can talk to it in meetings.
opus 周边的所有 deps 都很老或者很糟，所以我干脆自己随手做了一套，并替换掉了 octoscript 和 opus-native。现代 wasm 在 node/V8 上的性能大致与 native 相当。你的 claw 现在会自动记录会议笔记，而且你在开会时还可以直接和它对话。
Can't recommend @cotypist enough. Autocomplete everywhere.
强烈推荐 @cotypist。到处都能自动补全。
my brain: don't read the hacker news comments, don't read the hacker news comments me: reads the hacker news comments
我的大脑：别去看 Hacker News 的评论，别去看 Hacker News 的评论；我：还是去看了 Hacker News 的评论
deslop your Claude code if you haven’t yet switched to Codex.
如果你还没切换到 Codex，就把你的 Claude code 去糙化（deslop）一下。
BlackBar 0.2.0 is live for @useblacksmith 📈 24h vCPU + workflow graphs 🔔 opt-in status/job notifications 🧰 richer Blacksmith job rows 🟢 compact status badge Tiny menu bar, less CI guesswork.
面向 @useblacksmith 的 BlackBar 0.2.0 已上线 📈 24 小时 vCPU + workflow 图表 🔔 可选择加入的 status/job 通知 🧰 更丰富的 Blacksmith job 行 🟢 紧凑的 status 徽章。小巧的菜单栏，更少 CI 猜谜。
People freaking out over my AI spend. What nobody sees: Part of what excites me so much about working on OpenClaw is that I'm trying to answer the question: How would we build software in the future if tokens don't matter? We constant run ~100 codex in the cloud, reviewing every PR, every issue. If a fix on main lands, @clawsweeper will eventually find that 6 month old issue and close it with an exact reference. We run codex on every commit to review for security issues (as it's far too easy to miss). We run codex to de-duplicate issues and find clusters and send reports for the most pressing issues. We have agents that can recreate complex setups, spin up ephemeral machines, log into e.g. Telegram, make a video and post before/after fix on the PR. There's codex that watch new issues and - if it fits our documented vision well, automatically create a PR of it. (that then another codex reviews) We have codex running that scans comments for spam and blocks people. We have codex instances running that verify performance benchmarks and report regressions into Discord. We have agents that listen on our meetings and proactively start work, e.g. create PRs when we discuss new features while we discuss them. We build to split all our projects into functional units to review and find bugs and regresssions. We do the same split for security with Vercel's deepsec and Codex Security to find regressions and vulnerabilities. All that automation allows us to run this project extremely lean.
大家都在对我的 AI 开销大惊小怪。但没人看到的是：让我对参与 OpenClaw 如此兴奋的部分原因，是我在尝试回答这样一个问题：如果 token 不再重要，未来我们会如何构建软件？我们持续在云端运行大约 100 个 codex，审查每一个 PR、每一个 issue。只要 main 上落地了一个修复，@clawsweeper 最终就会找到那个 6 个月前的旧 issue，并用精确引用把它关闭。我们在每一次 commit 上都运行 codex 来审查安全问题（因为这类问题实在太容易漏掉）。我们还运行 codex 来给 issue 去重、发现问题簇，并为最紧急的问题发送报告。我们有一些 agent（智能体）能够复现复杂环境、拉起临时机器、登录例如 Telegram、录制视频，并把修复前/修复后的结果发到 PR 里。还有一些 codex 会监控新 issue——如果它很符合我们文档化的愿景，就会自动为它创建一个 PR。（然后再由另一个 codex 审查。）我们还运行 codex 来扫描评论中的垃圾信息并封禁用户。我们也运行多个 codex 实例来验证性能 benchmark，并把性能回退报告到 Discord。我们有一些 agent 会监听会议，并主动开始工作，比如当我们在讨论新功能时，它们会一边听一边创建 PR。我们构建了一套机制，把所有项目拆分成多个功能单元，以便审查并发现 bug 和回归。我们也为安全做了同样的拆分，结合 Vercel 的 deepsec 和 Codex Security 来发现回归和漏洞。所有这些自动化，让我们能以极度精简的方式运行这个项目。
Been using @sveltejs for a few projects lately, it's quite a nice alternative to React, fewer gotchas and complexity and Codex handles it really well.
最近我在几个项目里一直在用 @sveltejs，它是 React 的一个相当不错的替代方案，坑更少、复杂度更低，而且 Codex 对它的处理也非常好。
🩹 clawpatch 0.1.0 is live: Clawpatch maps codebases into semantic feature slices, reviews them for bugs and quality issues, and records explicit fix attempts with validation. You'll be surprised how much this will find. npm install -g clawpatch
🩹 clawpatch 0.1.0 已上线：Clawpatch 会把代码库映射成按语义划分的功能切片，审查其中的 bug 和质量问题，并记录带有验证结果的明确修复尝试。你会惊讶于它能发现多少问题。npm install -g clawpatch
built a new feature into discrawl (store media), codex said it's done, then I used my codex review skill...
我给 discrawl（存储媒体）做了一个新功能，codex 说已经完成了，然后我用了我的 codex review 技能……
challenged codex to e2e test improvements to the OpenClaw chat completion endpoint WITH openclaw. Used /side to ask more question while it works.
我让 codex 用 openclaw 对 OpenClaw chat completion endpoint 做端到端（e2e）测试改进。在它运行时，我还用 /side 继续多问了一些问题。
Birdclaw has my complete twitter archive, so I can ask Codex for any old weird tweet I ever favorited or bookmarked.
Birdclaw 里有我完整的 Twitter archive，所以我可以让 Codex 帮我找出任何我以前 favorite 或 bookmark 过的奇怪旧 tweet。
Built a browser into RepoBar when I select issues/PRs/shas/workflows to have context when I work. Still a bit vibey but gets the job done. You gotta build yourself the tools to work more efficient.
我在 RepoBar 里内置了一个 browser，这样当我选择 issues / PRs / shas / workflows 时，就能在工作时获得相关 context。现在还是有点 vibey，但已经够用、能把事情做成。你得自己给自己造工具，才能让工作更高效。
Did teach codex to look for social signals when reviewing PRs.
确实教过 codex 在审查 PR 时去寻找 social signals（社交信号）。
Crabbox now has great Windows terminal handling. So good that codex could E2E fix gifgrep to render animated gifs in the terminal. Just because it can.
Crabbox 现在对 Windows terminal 的处理非常出色。好到 codex 居然能端到端（E2E）修复 gifgrep，让它在 terminal 里渲染 animated gifs。仅仅因为它做得到。
Latest spogo (Spotify cli) is much faster, codex is my dj now. If you wanna play YouTube to Sonos, check out
最新版的 spogo（Spotify cli）快了很多，codex 现在是我的 dj 了。如果你想把 YouTube 播放到 Sonos，去看看这个。
The more skills you give codex, the less you have to prompt.
你赋予 codex 的技能越多，你就越不需要写 prompt。
Our claws talk to each other, Molty learns how to delegate cron jobs.
我们的 claws 会彼此交流，Molty 学会了如何委派 cron jobs（定时任务）。
/goal + GPT 5.5 is amazing. I can now plan really extensive refactors with e2e tests and it just works.
/goal + GPT 5.5 太惊艳了。我现在可以规划非常大规模的重构，配上 e2e tests（端到端测试），而且它就是能正常工作。
Had the honor of mentoring some of the folks in the ChatGPT Future Class of 2026 this year. Shoutout to @arhan_menta @nayelr_ @rushilkukreja who built Wi-Find, a system that detects disaster survivors through walls and debris using AI.
今年我很荣幸指导了 ChatGPT Future Class of 2026 里的一些成员。特别 shoutout 给 @arhan_menta、@nayelr_、@rushilkukreja，他们打造了 Wi-Find——一个利用 AI 穿过墙体和废墟探测灾难幸存者的系统。
We can now reproduce issues directly in empheral crabboxes with WebVNC (Linux/Windows/macOS). Agents set up the exact state to test + fix and post videos on the PR. Working hard to level up our QA.
现在我们可以直接在带有 WebVNC 的 empheral crabboxes（Linux/Windows/macOS）里复现问题了。agent 会搭建出用于测试和修复的精确状态，并把视频发布到 PR 上。我们正在努力全面提升 QA（质量保证）能力。
Crabbox 0.5.0 is live 🦀 🖥️ Desktop/browser leases 🧑💻 VNC + authenticated WebVNC 🪟 AWS Windows + WSL2 📸 Screenshots + app launch Remote CI boxes, now suspiciously usable.
Crabbox 0.5.0 已上线 🦀 🖥️ 桌面端/浏览器租约 🧑💻 VNC + 经过认证的 WebVNC 🪟 AWS Windows + WSL2 📸 截图 + 应用启动 远程 CI box，现在已经可用得有点可疑了。
Do I have anyone from @discord in my timeline? Our @openclaw guild is down the whole day and idk what's going on.
我的时间线里有来自 @discord 的人吗？我们的 @openclaw guild 一整天都挂了，我也不知道发生了什么。
We can now reproduce issues directly in empheral crabboxes with WebVNC (Linux/Windows/macOS). Agents set up the exact state to test + fix and post videos on the PR. Working hard to level up our QA.
现在我们可以直接在带有 WebVNC 的 empheral crabboxes（Linux/Windows/macOS）里复现问题了。agent 会搭建出用于测试和修复的精确状态，并把视频发布到 PR 上。我们正在努力全面提升 QA（质量保证）能力。
Crabbox 0.5.0 is live 🦀 🖥️ Desktop/browser leases 🧑💻 VNC + authenticated WebVNC 🪟 AWS Windows + WSL2 📸 Screenshots + app launch Remote CI boxes, now suspiciously usable.
Crabbox 0.5.0 已上线 🦀 🖥️ 桌面端/浏览器租约 🧑💻 VNC + 经过认证的 WebVNC 🪟 AWS Windows + WSL2 📸 截图 + 应用启动 远程 CI box，现在已经可用得有点可疑了。
Do I have anyone from @discord in my timeline? Our @openclaw guild is down the whole day and idk what's going on.
我的时间线里有来自 @discord 的人吗？我们的 @openclaw guild 一整天都挂了，我也不知道发生了什么。
Released 🚦RepoBar 0.4.0. This one makes the GitHub menu a lot smarter: persistent SQLite caching, fewer wasted API calls, visible rate limits, better Issues/PR loading, archive fallback support. Tiny menubar app, increasingly useful daily tool.
已发布 🚦RepoBar 0.4.0。这个版本让 GitHub 菜单聪明了很多：持久化 SQLite 缓存、更少浪费的 API 调用、可见的 rate limits（速率限制）、更好的 Issues/PR 加载、archive 回退支持。这个小小的 menubar app（日历栏应用）正在越来越成为每天都好用的工具。
New claw beta is up! Id you're on our Discord, you can get the soundtrack.
新的 claw beta 已上线！如果你在我们的 Discord 里，就可以拿到 soundtrack。
This one fixes the depenency issues/slowness some had when installed via npm. Plugins are hard, worth it tho! Package is way leaner now, we moved [almost] everything into extensions!
这个版本修复了部分用户通过 npm 安装时遇到的 dependency（依赖）问题和运行缓慢的问题。做 Plugins 很难，但还是值得的！现在这个 package 精简了很多，我们把[几乎]所有东西都移到了 extensions 里！
🦀 Crabbox 0.3.0 is out. Remote Linux runs for dirty worktrees 🔐 GitHub browser login 🧰 Blacksmith Testbox wrap 📡 crabbox attach for live run replay 📜 Durable run events ☁️ AWS image create 🛡️ Cloudflare Access brew upgrade openclaw/tap/crabbox
🦀 Crabbox 0.3.0 已发布。支持用于处理脏 worktree（工作区）的远程 Linux 运行 🔐 GitHub 浏览器登录 🧰 Blacksmith Testbox 封装 📡 用于实时运行回放的 crabbox attach 📜 Durable run events（持久运行事件）☁️ AWS image 创建 🛡️ Cloudflare Access 可通过 brew upgrade openclaw/tap/crabbox 升级
If you tried OpenClaw in group chats and got mixed results, you GOTTA try again. I changed how agents talk there, it IS SO GOOD NOW. And if you used GPT and got subpar performance, switch to codex harness. Enable both and boom.
如果你之前在群聊里试过 OpenClaw，但效果时好时坏，你一定得再试一次。我调整了 agent 在那里对话的方式，现在真的好用太多了。而且如果你用 GPT 时感觉表现不够好，就切换到 codex harness。两个都开起来，然后砰，效果就来了。
I learned a lot about the security ecosystem in the last few months. Amazing to work with @nvidia @OpenAI @Microsoft @GitHub @TencentHunyuan @convex @Atlassian @useblacksmith to get secure the claw.
过去几个月里，我对 security ecosystem（安全生态）了解了很多。能和 @nvidia @OpenAI @Microsoft @GitHub @TencentHunyuan @convex @Atlassian @useblacksmith 一起合作，把 the claw 做得更安全，真的很棒。
Integrated codex review into clawsweeper. I'm using a very similar system prompt so this gets you the same as /review, and clawsweeper has automerge, loops until it stops finding new issues.
我把 codex review 集成进 clawsweeper 了。我用的是非常相似的 system prompt（系统提示词），所以它给你的效果和 /review 一样；而且 clawsweeper 还支持 automerge（自动合并），并且会循环运行，直到它不再发现新的问题。
And people think tokens are expensive... this is @useblacksmith (they sponsor OpenClaw, 🫶🦞)
结果人们还觉得 token（令牌）很贵……这就是 @useblacksmith（他们赞助 OpenClaw，🫶🦞）
codex now runs on each commit we land, reviews it - and if a booboo is found, a new codex spins up and (if still relevant) makes a PR for the fix. Then a review agent spins up. If an issue is found, another agent will fix the issues. (up to 5 loops)
现在，我们每次提交（commit）落地时都会运行 codex，由它进行审查——如果发现 booboo（小失误/bug），就会再启动一个新的 codex，并在仍然相关的情况下为修复创建一个 PR。接着还会启动一个 review agent 进行审查。如果发现问题，另一个 agent 会去修复这些问题。（最多循环 5 轮）
I'm now spinning up a codex instance on every commit landing on main, looking for booboos (regressions, security issues) It's live for 10 min and already found one of mine.
我现在会在每次有 commit 落到 main 分支时启动一个 codex 实例，查找 booboo（回归问题、安全问题）。它刚上线 10 分钟，就已经发现了一个我自己引入的问题。
Yes it did type into the comment box and closed the issue.
是的，它确实在评论框里输入了内容，并关闭了这个 issue。
I'm again rate limited on GitHub, but codex just opened the browser and clicks around GitHub as workaround.
我又一次在 GitHub 上触发了 rate limit（速率限制），但 codex 直接打开浏览器，在 GitHub 上到处点来点去作为变通办法。
Finally have great solutions for PR/Issue management, remote test execution, massive CI infra for testing. Streamlines a lot of the work.
终于有了很好的 PR / Issue 管理、远程测试执行，以及用于测试的大规模 CI infra（持续集成基础设施）解决方案，把很多工作都简化顺畅了。
Summarize 📝0.14.0 is out. GPT-5.5 Fast mode via `--fast`, Reddit thread extraction in the browser extension, local PDF `--extract`, and fixes for auto model config + Meta site compatibility.
Summarize 📝0.14.0 已发布。通过 `--fast` 提供 GPT-5.5 Fast 模式，浏览器扩展支持提取 Reddit 线程，本地 PDF `--extract`，以及修复了自动 model（模型）配置和 Meta 站点兼容性问题。
CodexBar 🎚️ 0.23 is out: Mistral support, Claude Designs/Daily Routines usage, Cursor Extra usage, GPT-5.5 pricing, cleaner widgets/menus, and a bunch of reliability fixes.
CodexBar 🎚️ 0.23 已发布：支持 Mistral、Claude Designs/Daily Routines 用量、Cursor Extra 用量、GPT-5.5 定价、更简洁的 widgets（小组件）/menus（菜单），以及一大批可靠性修复。
GitHub folks are amazing while we melt their servers.
GitHub 的朋友们太厉害了，而我们正把他们的服务器烤到融化。
🗃️ wacli 0.6.0 is out! Big security + reliability sweep for WhatsApp CLI. Hardens SQLite/store path handling, sanitizes search queries, recovers sync/media panics, adds WACLI_STORE_DIR, and improves SIGINT exits. props @sdinakar7 for doing the work!
🗃️ wacli 0.6.0 发布了！这次对 WhatsApp CLI 做了一轮大规模的安全性与可靠性整顿。它强化了 SQLite/store 路径处理，净化了搜索查询，修复了 sync/media 崩溃后的恢复，新增了 WACLI_STORE_DIR，并改进了 SIGINT 触发时的退出行为。感谢 @sdinakar7 完成这些工作！
🧭 gog 0.13 is out! Gmail forwarding with notes + attachments, autoreplies, full-body search, Markdown uploads to Google Docs, rendered Slides thumbnails, Sheets chart editing, secondary calendars, commenter-only Drive shares, and safer no-send controls.
🧭 gog 0.13 发布了！新增 Gmail 转发时附带 notes 和 attachments、autoreplies、全文搜索、将 Markdown 上传到 Google Docs、渲染后的 Slides 缩略图、Sheets 图表编辑、secondary calendars、仅 commenter 可用的 Drive 分享，以及更安全的 no-send 控制。
Kudos to the folks from Tencent for working with us and providing evals to improve OpenClaw's harness performance! We're also working with them to bring fixes/improvements back to the open source repo. Great option for folks not comfortable with the terminal.
感谢来自 Tencent 的朋友们与我们合作，并提供 evals 来提升 OpenClaw 的 harness 性能！我们也正在与他们合作，把修复和改进带回开源 repo。对于不太习惯使用 terminal 的用户来说，这是个很不错的选择。