⏱️ Highlights [00:51] Agent、频道与 Swarm 补齐中断恢复，Durable Core 用租约隔离避免任务被重复接管 🔗 Agent恢复 <https://github.com/openclaw/openclaw/pull/133300> 🔗 频道重启 <https://github.com/openclaw/openclaw/pull/109711> 🔗 停止Swarm <https://github.com/openclaw/openclaw/pull/133076> 🔗 持久化恢复 <https://github.com/openclaw/openclaw/pull/111464> [01:58] Gateway 减少多工作区轮询放大，Cron 永久失败可见，回复去重且记忆零命中不再重建索引 🔗 Gateway防卡顿 <https://github.com/openclaw/openclaw/pull/130706> 🔗 Cron终态 <https://github.com/openclaw/openclaw/pull/131590> 🔗 回复去重 <https://github.com/openclaw/openclaw/pull/131949> 🔗 记忆零命中 <https://github.com/openclaw/openclaw/pull/121044> [03:00] 插件工具可主动 yield，交接与审批语义更清楚，脚手架版本不再落后于本机 CLI 🔗 插件主动yield <https://github.com/openclaw/openclaw/pull/101665> 🔗 交接去重 <https://github.com/openclaw/openclaw/pull/133247> 🔗 审批指引 <https://github.com/openclaw/openclaw/pull/130009> 🔗 插件脚手架 <https://github.com/openclaw/openclaw/pull/133299> 🔗 配置报错 <https://github.com/openclaw/openclaw/pull/93842> [04:01] 浏览器与桌面通知统一，本地图像可作生成参考，Android 对齐 Web，并加入 Haiku 4.5 🔗 桌面通知 <https://github.com/openclaw/openclaw/pull/133164> 🔗 本地图像输入 <https://github.com/openclaw/openclaw/pull/95785> 🔗 Android对齐 <https://github.com/openclaw/openclaw/pull/132849> 🔗 Haiku模型 <https://github.com/openclaw/openclaw/pull/103723> [04:51] 多租户应按 client cell 隔离；plugins.allow 是全量排他清单，误配会静默关掉关键能力 🔗 多客户托管 <https://dev.to/moltednet/how-to-host-openclaw-for-multiple-clients-in-production-51oc> 🔗 allowlist陷阱 <https://dev.to/clarkbw--/pluginsallow-is-exclusive-the-warnings-suggested-fix-disabled-44-plugins-35h> [06:02] 会话粘性可保护 Prompt Cache Affinity、显著降低长上下文成本，Gateway-first 则统一多渠道状态与路由 🔗 缓存亲和 <https://dev.to/dhpp/saving-50-70-on-coding-agent-bills-protecting-prompt-cache-affinity-with-vmr-3d2j> 🔗 OpenClaw对比 <https://blog.devops.dev/openclaw-or-hermes-d2134f161b1e?source=rss------openclaw-5>

⏱️ Highlights [00:54] 新 beta 支持 Gateway 重启后从 checkpoint 续跑，配置写入与 Worker 结算更可靠 🔗 beta发布页 <https://github.com/openclaw/openclaw/releases/tag/v2026.9.1-beta.1> [02:00] Codex runtime 升级，Linux 改用 Node 24 LTS，Control UI 文件竞态获修复 🔗 beta发布页 <https://github.com/openclaw/openclaw/releases/tag/v2026.9.1-beta.1> [03:03] Claude CLI 私有上下文不再进入历史，本地模型保持真实用户消息在末尾 🔗 Claude隐私 <https://github.com/openclaw/openclaw/pull/132466> 🔗 本地模型修复 <https://github.com/openclaw/openclaw/pull/132607> [04:17] Cron 告警结果可追踪持久化，云会话新增受控图片与附件生命周期 🔗 Cron告警 <https://github.com/openclaw/openclaw/pull/132081> 🔗 云端图片 <https://github.com/openclaw/openclaw/pull/132114> [05:25] reset 后旧历史不再回流；权限热更新与 Memory fail-closed 仍待测试完善 🔗 reset历史 <https://github.com/openclaw/openclaw/pull/132606> 🔗 权限热更新 <https://github.com/openclaw/openclaw/pull/132407> 🔗 Memory修复 <https://github.com/openclaw/openclaw/pull/123448> [06:32] CM2 草案统一会话状态与审批命令，跨端会话颜色提升辨识度 🔗 CM2草案 <https://github.com/openclaw/openclaw/pull/127671> 🔗 会话颜色 <https://github.com/openclaw/openclaw/pull/132570> 🔗 本地化更新 <https://github.com/openclaw/openclaw/pull/132421> [07:39] ClawHub 直接返回安全审计概要，社区警告技能可能拥有数据外传能力 🔗 审计overview <https://github.com/openclaw/clawhub/commit/3b7c67dc50340d446c23388507f3b5a75259c575> 🔗 恶意技能文章 <https://medium.com/@jmatherkernai/one-in-four-of-those-skills-was-a-trap-e98ddce27021> 🔗 UI验证基础 <https://github.com/openclaw/clawhub/commit/9d43db7f02895dfdd734cd77e6646a004508aa6f> [08:51] RFC 0027 拆分企业多租户边界，Redis AFS 原型仍需验证生产可靠性 🔗 企业化文章 <https://medium.com/redis-with-raphael-de-lio/openclaw-is-going-enterprise-rfc-27-redis-agent-file-system-dfe256c3b12f> 🔗 RFC零零二七 <https://github.com/openclaw/rfcs/blob/main/rfcs/0027-openclaw-enterprise.md> 🔗 临时目录故障 <https://github.com/openclaw/openclaw/issues/130807> 🔗 CVE条目 <https://nvd.nist.gov/vuln/detail/CVE-2026-33579>

⏱️ Highlights [00:57] 登录 shell 通过握手确认就绪，长初始命令不再截断；四大频道附件原始文件名安全进入模型上下文 🔗 终端竞态修复 <https://github.com/openclaw/openclaw/pull/128808> 🔗 附件文件名修复 <https://github.com/openclaw/openclaw/pull/129140> [01:50] Windows 正确复用 ClawHub 登录凭据，Ollama 全部 IPv4 回环地址不再误带云端凭据 🔗 ClawHub凭据 <https://github.com/openclaw/openclaw/pull/124658> 🔗 Ollama回环修复 <https://github.com/openclaw/openclaw/pull/129168> [02:41] Control UI 侧边栏停止无意义跳动，Code Mode 子操作可持久展示，禁用插件不再误报错误 🔗 侧边栏稳定修复 <https://github.com/openclaw/openclaw/pull/129150> 🔗 Code Mode展示 <https://github.com/openclaw/openclaw/pull/129157> 🔗 插件状态展示 <https://github.com/openclaw/openclaw/pull/129158> [03:36] Windows 共享宿主用 SQLite 租约协调 Codex 工作区，TaskFlow 取消会真正终止后台 subagent 🔗 Windows宿主协调 <https://github.com/openclaw/openclaw/pull/128628> 🔗 任务取消修复 <https://github.com/openclaw/openclaw/pull/100583> [04:22] Matrix 可在完整调用前筛掉无关 agent，并根据生成期间的新消息做发送前重拟 🔗 Matrix参与控制 <https://github.com/openclaw/openclaw/pull/113115> [05:17] Agent 可靠性不能只看 health check：必须区分执行与交付状态，并对 unknown 副作用进行对账 🔗 Gateway故障测试 <https://dev.to/zira125/your-agent-gateway-needs-failure-domain-tests-not-just-a-health-check-54fc> 🔗 队列状态账本 <https://dev.to/zira125/your-agent-queue-is-not-a-workflow-until-it-tracks-execution-state-4f1h>

⏱️ Highlights [00:53] OpenClaw 2026.8.1-beta.3 发布，GPT-5.6 Sol/Terra/Luna/Ultra 覆盖 OpenClaw 与 Codex runtime；Control UI 首次运行设置可延续到后续步骤；仓库 star 破 38.7 万 🔗 beta.3 发布 <https://github.com/openclaw/openclaw/releases/tag/v2026.8.1-beta.3> [01:42] /models 编辑配置后永久失效修复（Codex 实现+Opus 5 审查）；反代后 cloud worker 注册尽早报错；会话权限策略统一；transcript 投影过期发布与 totalTokens 膨胀修复；Ollama 流式无效 UTF-8 直接拒绝 🔗 /models 修复 <https://github.com/openclaw/openclaw/pull/128608> 🔗 权限策略统一 <https://github.com/openclaw/openclaw/pull/128464> 🔗 transcript 投影 <https://github.com/openclaw/openclaw/pull/126947> 🔗 UTF-8 校验 <https://github.com/openclaw/openclaw/pull/120240> [03:14] 安装策略支持 warn 级确认；Control UI 仪表盘批量查询+去重；DM pairing 回复可自定义模板；browser 能力补进工具 schema 与文档 🔗 安装策略警告 <https://github.com/openclaw/openclaw/pull/116489> 🔗 dashboard 批量查询 <https://github.com/openclaw/openclaw/pull/125900> 🔗 pairing 模板 <https://github.com/openclaw/openclaw/pull/109249> [04:16] Anthropic 一度不允许 Claude Code 用于 OpenClaw，后官方文档澄清重新允许；DigitalOcean Marketplace 一键部署 OpenClaw；40 小时实测对比结论 OpenClaw 目前更好 🔗 Anthropic 政策澄清 <https://docs.openclaw.ai/providers/anthropic> 🔗 DigitalOcean 上架 <https://marketplace.digitalocean.com/apps/openclaw> 🔗 40小时对比评测 <https://medium.com/@omarkhan.44/grok-bot-vs-openclaw-i-spent-40-hours-on-this-openclaw-is-better-right-now-808d0ec6578e>

⏱️ Highlights [00:46] compaction 四参数用绝对 token 数，换不同上下文窗口的模型就出错；Browser Use CLI 3.0 以策略绑定方式接入云端浏览器，权限关进围栏 🔗 compaction阈值 <https://github.com/openclaw/openclaw/issues/87136> 🔗 BrowserUse接入 <https://github.com/openclaw/openclaw/pull/126255> [01:46] embedding 批次二分重试救 400；Slack 测试回归插件边界；zsh 字面展开、Codex Computer Use 旧版 app-server 等一批修复落地 🔗 embedding二分重试 <https://github.com/openclaw/openclaw/pull/127155> 🔗 Slack测试边界 <https://github.com/openclaw/openclaw/pull/127805> 🔗 zsh展开修复 <https://github.com/openclaw/openclaw/pull/126556> 🔗 ComputerUse修复 <https://github.com/openclaw/openclaw/pull/127778> [03:08] agent exec 支持一次性工具；macOS 实时 Talk 加 Gateway relay；SQLite 跳过冗余 schema 写锁 🔗 one-shot工具 <https://github.com/openclaw/openclaw/pull/127796> 🔗 macOS实时Talk <https://github.com/openclaw/openclaw/pull/118499> 🔗 SQLite写锁优化 <https://github.com/openclaw/openclaw/pull/126825> [04:05] /status 想看 cron 任务名；插件缺强制终止 hook 被点名；OpenClaw 上架 DigitalOcean Marketplace 🔗 cron名称展示 <https://github.com/openclaw/openclaw/issues/51184> 🔗 强制终止hook <https://github.com/openclaw/openclaw/issues/127807> 🔗 DO一键部署 <https://marketplace.digitalocean.com/apps/openclaw> [04:58] 千例部署观察：OpenClaw 记忆不可靠且难预判；StepFun 3.5 Flash 登顶性价比榜 🔗 记忆可靠性长文 <https://blog.nishantsoni.com/p/ive-seen-a-thousand-openclaw-deploys> 🔗 性价比榜单 <https://app.uniclaw.ai/arena?tab=costEffectiveness&via=hn>

⏱️ Highlights [00:46] 星标达三十八万六千九百八十三，超越 React 成 GitHub 星标最多软件项目；Composio 发文批评其安全漏洞面 🔗 星标登顶 <https://www.star-history.com/blog/openclaw-surpasses-react-most-starred-software> 🔗 安全批评文章 <https://composio.dev/content/openclaw-security-and-vulnerabilities> [01:33] byteplus 流式响应补上 token 用量统计；release 发布器补上 ClawHub 包授权校验，堵住供应链缺口 🔗 token统计 <https://github.com/openclaw/openclaw/pull/127116> 🔗 发布授权 <https://github.com/openclaw/openclaw/pull/127115> [02:04] read 工具对非视觉模型真正丢弃图片 payload；tsgo 卡死不再让 typecheck 永久挂起 🔗 read图片修复 <https://github.com/openclaw/openclaw/issues/127111> 🔗 typecheck修复 <https://github.com/openclaw/openclaw/pull/123975> [02:38] HTTP chat 固定 user 会话修复、minimal profile 不再发送数万 token 系统提示词；窄作用域插件不再隐藏 Telegram 适配器 🔗 会话修复 <https://github.com/openclaw/openclaw/pull/126616> 🔗 提示词修复 <https://github.com/openclaw/openclaw/pull/126619> 🔗 插件适配器 <https://github.com/openclaw/openclaw/pull/127098> [03:17] 节点插件双工通道上线，插件可打开双向二进制通道；会话行按钮移到标题行、Android 语音输入体验修复 🔗 插件双工通道 <https://github.com/openclaw/openclaw/pull/126961> 🔗 会话行优化 <https://github.com/openclaw/openclaw/pull/125820> [03:46] ClawHub 发布前重新校验受信工具链、bulk skill 导出改流式；OpenClaw 上架 DigitalOcean Marketplace 🔗 ClawHub校验 <https://github.com/openclaw/clawhub/commit/6dc1e2bd67a90b5e5c54b3a026dbdfe3691f1202> 🔗 流式导出 <https://github.com/openclaw/clawhub/commit/cc9e2ef21b590a2eab6013c190ec46fe4a5cfd43> 🔗 DigitalOcean <https://marketplace.digitalocean.com/apps/openclaw>

⏱️ Highlights [00:48] Claude CLI thinking 级别端到端生效，live session 进程保持温热，prompt cache 复用存活 🔗 PR详情 <https://github.com/openclaw/openclaw/pull/125528> [01:20] Control UI 表单保存时悄悄舍入 64 位 id 字符串的数据损坏问题被修复 🔗 PR详情 <https://github.com/openclaw/openclaw/pull/126402> [01:54] Perplexity 搜索新增 search_context_size 三档旋钮，agent 可请求更小搜索上下文 🔗 PR详情 <https://github.com/openclaw/openclaw/pull/96937> [02:19] 修复集锦：Electron tool-search 回退、压缩误判小数片段、iMessage 拒绝含糊收件人、opencode 目录不再丢弃 live 模型 🔗 Electron回退 <https://github.com/openclaw/openclaw/pull/122037> 🔗 压缩修复 <https://github.com/openclaw/openclaw/pull/126089> 🔗 iMessage修复 <https://github.com/openclaw/openclaw/pull/126564> 🔗 opencode修复 <https://github.com/openclaw/openclaw/pull/126573> [03:19] 社区热点：中止 run 留下未持久化 transcript 致后续全挂；Gateway 重启竞态与 CLI 子进程孤儿化；升级迁移悄悄切付费 preview 变体 🔗 issue详情 <https://github.com/openclaw/openclaw/issues/126172> 🔗 issue详情 <https://github.com/openclaw/openclaw/issues/126011> 🔗 issue详情 <https://github.com/openclaw/openclaw/issues/118652> [04:07] ClawHub 修复 skill eval claims 与 OG 元数据抓取；OpenClaw star 数超越 React 登顶 GitHub 🔗 skill修复 <https://github.com/openclaw/clawhub/commit/e16a6d4760682be5ee441255a862ad3c2b5a2fd9> 🔗 OG修复 <https://github.com/openclaw/clawhub/commit/5ed9d4c5f61386e738ad2652b6fcbd5869df9fb7> 🔗 登顶报道 <https://www.star-history.com/blog/openclaw-surpasses-react-most-starred-software> [04:54] 精选阅读：VMR 保护缓存亲和性省 50-70% 账单、2734 次唤醒实战复盘、自治代理失败模式聚类 🔗 VMR省钱 <https://dev.to/dhpp/saving-50-70-on-coding-agent-bills-protecting-prompt-cache-affinity-with-vmr-3d2j> 🔗 实战复盘 <https://dev.to/hamo_e38ec2422de5ab43c6c6/lessons-from-a-2734-tick-earning-loop-on-openclaw-4g92> 🔗 失败模式 <https://dev.to/chiefmojo79/how-i-detected-and-patched-12-autonomous-agent-failure-modes-234f>

⏱️ Highlights [00:53] 大型 base64 附件不再压垮网关（heap OOM 修复），CLI 会话历史丢失、多 agent 作用域、Mattermost 消息错合并等一并修复 🔗 网关OOM修复 <https://github.com/openclaw/openclaw/pull/126017> 🔗 会话历史丢失修复 <https://github.com/openclaw/openclaw/pull/125002> 🔗 多agent作用域修复 <https://github.com/openclaw/openclaw/pull/126221> [02:09] 原生 checkpoint 引擎提案：任务边界存档+确定性回放；Code Mode 改全局函数调用省 token；安装策略新增警告确认 🔗 原生checkpoint引擎提案 <https://github.com/openclaw/openclaw/issues/17211> 🔗 Code Mode全局函数调用 <https://github.com/openclaw/openclaw/pull/126262> 🔗 安装策略警告确认 <https://github.com/openclaw/openclaw/pull/116489> [03:16] ClawHub 接入 NVIDIA SkillEvaluator：给 skill 加成绩单，并补齐源仓库解析、评估展示等一系列修复 🔗 NVIDIA skill评估原型 <https://github.com/openclaw/openclaw/clawhub/commit/36d26c73f42b98ec690352ed2767d0ca7cd78130> 🔗 skill eval修复 <https://github.com/openclaw/openclaw/clawhub/commit/d6a8c68501d4244664ce443e686c24292f607471> [03:57] 墨尔本 AI 代理钻越权漏洞挤掉他人健身课名额，探讨 agent 越权治理；DenchClaw 本地 CRM 与 DigitalOcean 一键部署登场 🔗 AI代理越权事件 <https://dev.to/amrree/your-ai-agent-just-cancelled-a-strangers-gym-class-now-what-36c3> 🔗 DenchClaw本地CRM <https://github.com/DenchHQ/DenchClaw> 🔗 DigitalOcean部署 <https://marketplace.digitalocean.com/apps/openclaw>

⏱️ Highlights [00:51] Mock Gateway 与 Control UI 统一 build ID，隐藏页面也能完成首次聊天渲染 🔗 Mock启动修复 <https://github.com/openclaw/openclaw/pull/125729> [01:35] 离线删除逐项报告失败，context engine 异常不再污染原始会话历史 🔗 离线删除修复 <https://github.com/openclaw/openclaw/pull/125715> 🔗 历史保护 <https://github.com/openclaw/openclaw/pull/125714> 🔗 状态检查修复 <https://github.com/openclaw/openclaw/pull/125734> [02:32] Workspace retain 以真实进度收敛，Cron 跨 tick 按可用 slot 有界准入 🔗 Retain收敛 <https://github.com/openclaw/openclaw/pull/124049> 🔗 Cron并发准入 <https://github.com/openclaw/openclaw/pull/119195> [03:20] Exec 按最终授权决定能否后台继续，云项目恢复保留 project ID 🔗 Terminal恢复 <https://github.com/openclaw/openclaw/pull/125731> 🔗 云项目恢复 <https://github.com/openclaw/openclaw/pull/125680> [04:05] Android 触控锁死、Docker 重启循环与 Gateway 长会话崩溃仍待解决 🔗 安卓触控 <https://github.com/openclaw/openclaw/issues/123379> 🔗 Docker循环 <https://github.com/openclaw/openclaw/issues/86612> 🔗 Slack堵塞 <https://github.com/openclaw/openclaw/issues/114851> 🔗 长会话崩溃 <https://github.com/openclaw/openclaw/issues/89511> 🔗 索引竞态 <https://github.com/openclaw/openclaw/issues/90361> [04:53] 自愈要靠监控、记忆、复核和 fallback 分层组合，星标增长不等于生产成熟 🔗 自愈实践 <https://dev.to/mrclaw207/my-openclaw-agent-keeps-breaking-at-3-am-so-i-taught-it-to-fix-itself-5dcn> 🔗 安全运营 <https://medium.com/@SuriNaren/openclaw-is-easy-to-install-but-operating-it-safely-is-the-real-engineering-64f45cdc130a?source=rss------openclaw-5>

⏱️ Highlights [00:59] OpenClaw 超越 React 登顶 GitHub 星标榜，主仓库星标超 38.6 万；同日正式上架 DigitalOcean Marketplace，Droplet 上一键部署全自主基础设施的 AI 助手 🔗 星标登顶报道 <https://www.star-history.com/blog/openclaw-surpasses-react-most-starred-software> 🔗 DigitalOcean 上架 <https://marketplace.digitalocean.com/apps/openclaw> [01:53] Gateway 稳定性修复：worker placement 证据批量化压降近 148% 的 CPU 峰值、阻塞启动进度可见、workspace retain 按 workerBuild claim 门控分发、OpenAI 兼容客户端保留真实响应 outcome 🔗 worker调度批量化 <https://github.com/openclaw/openclaw/pull/124372> 🔗 启动进度可见 <https://github.com/openclaw/openclaw/pull/124309> 🔗 retain分发门控 <https://github.com/openclaw/openclaw/pull/124443> 🔗 OpenAI响应修复 <https://github.com/openclaw/openclaw/pull/123053> [03:07] 安全加固：安装策略可返回 warn 警告、Control UI 管理员人工确认后才继续安装；Provider 错误日志中隐藏被反射回传的请求凭据，防泄露 🔗 安装策略警告确认 <https://github.com/openclaw/openclaw/pull/116489> 🔗 UI审阅安装警告 <https://github.com/openclaw/openclaw/pull/120900> 🔗 日志隐藏凭据 <https://github.com/openclaw/openclaw/pull/119877> [04:01] 客户端体验：ClawHub 技能图标加载修复、聊天发送失败可见、多 Profile 认证保持就绪、斜杠命令参数可在 composer 暂存、重复 provider 认证免重走引导、安卓截断消息点击展开 🔗 ClawHub图标修复 <https://github.com/openclaw/openclaw/pull/123051> 🔗 发送失败可见 <https://github.com/openclaw/openclaw/pull/124473> 🔗 多Profile认证 <https://github.com/openclaw/openclaw/pull/122300> 🔗 斜杠参数暂存 <https://github.com/openclaw/openclaw/pull/123356> 🔗 重复认证设置 <https://github.com/openclaw/openclaw/pull/122256> 🔗 安卓消息展开 <https://github.com/openclaw/openclaw/pull/122200> [04:53] vLLM 自托管 DeepSeek V4 的 reasoning 输出修复；社区请求 compaction/LCM 摘要支持 fallback 模型链；事件循环被同步 statSync 钉满 100% CPU 的性能 issue；Gateway 重连后隐身指示器消失 🔗 vllm reasoning修复 <https://github.com/openclaw/openclaw/pull/122022> 🔗 备用模型链请求 <https://github.com/openclaw/openclaw/issues/56781> 🔗 事件循环高占用 <https://github.com/openclaw/openclaw/issues/123439> 🔗 隐身指示器丢失 <https://github.com/openclaw/openclaw/issues/123852>

⏱️ Highlights [00:45] claude-cli 后端声称自己会压缩上下文，实际却无人执行，会话膨胀超 200%，恢复路径全部静默失败 🔗 压缩失灵问题 <https://github.com/openclaw/openclaw/issues/103231> [01:14] Gateway 在三节点 12 并发机架上发布修复前后的 CPU profile 性能证据；稳定版 Control UI 的 Markdown 预览无法滚动，修复仅在 beta 🔗 Gateway 性能档案 <https://github.com/openclaw/openclaw/releases/tag/pr-124528-profiles> 🔗 UI 预览无法滚动 <https://github.com/openclaw/openclaw/issues/125177> [01:43] image 工具统一改名 view_image；Git checkout 中断不再残留半成品目录；19 条插件配置解析路径失效修复；路径白名单裸目录静默不匹配改为明确提示 🔗 image 工具改名 <https://github.com/openclaw/openclaw/pull/125024> 🔗 checkout 残留修复 <https://github.com/openclaw/openclaw/pull/124872> 🔗 插件配置失效修复 <https://github.com/openclaw/openclaw/pull/124978> 🔗 路径匹配提示 <https://github.com/openclaw/openclaw/pull/125103> [03:01] session 记录从快照即时加载告别骨架屏；会话列表不再逐个扫描记录文件；catalog 刷新风暴修复；macOS 无人值守权限转移加固 🔗 会话记录秒开 <https://github.com/openclaw/openclaw/pull/125128> 🔗 会话列表卡顿修复 <https://github.com/openclaw/openclaw/pull/123482> 🔗 目录刷新风暴修复 <https://github.com/openclaw/openclaw/pull/123535> 🔗 macOS 权限加固 <https://github.com/openclaw/openclaw/pull/124564> [03:50] ClawHub 主页搜索与分类发现恢复；提案讨论：长 Markdown 文档直接在聊天界面渲染阅读 🔗 ClawHub 主页修复 <https://github.com/openclaw/clawhub/commit/34350cd16d1783d40fd50d0fb5d267010ccdc2a3> 🔗 长文档阅读讨论 <https://github.com/openclaw/openclaw/issues/123086> [04:22] 社区热议：Claude Code 据称对提及 OpenClaw 的提交拒绝请求或加价；观点文章称 OpenClaw 才是 Apple Intelligence 该有的样子；还有 AI 自动照顾盆栽的实战案例 🔗 Claude Code 限制讨论 <https://twitter.com/theo/status/2049645973350363168> 🔗 Apple Intelligence 评论 <https://www.jakequist.com/thoughts/openclaw-is-what-apple-intelligence-should-have-been> 🔗 AI 照顾植物 <https://dev.to/saubury/can-ai-take-care-of-my-plant-because-i-cant-4lll>

⏱️ Highlights [00:43] beta.2 发布：密钥出站主机绑定，每个 secret 锁定精确目标主机，未绑定默认拒绝（fail-closed） 🔗 beta.2 发布 <https://github.com/openclaw/openclaw/releases/tag/v2026.8.1-beta.2> 🔗 仓库统计 <https://github.com/openclaw/openclaw> [01:36] 安卓实时语音静默失败修复（重采样到网关采样率）+ 升级 8.1 线迁移死循环修复 🔗 安卓语音修复 <https://github.com/openclaw/openclaw/pull/124083> 🔗 升级死循环修复 <https://github.com/openclaw/openclaw/pull/124098> [02:24] Control UI 停止每条消息分支轮询、对齐 tombstone 策略；Signal 附件改 data URI；飞书 caption 先行；health 报真实路径 🔗 会话合并修复 <https://github.com/openclaw/openclaw/pull/124104> 🔗 分支轮询优化 <https://github.com/openclaw/openclaw/pull/124094> 🔗 Signal 附件修复 <https://github.com/openclaw/openclaw/pull/124105> 🔗 飞书 caption 修复 <https://github.com/openclaw/openclaw/pull/116237> 🔗 health 路径修复 <https://github.com/openclaw/openclaw/pull/124102> 🔗 Workboard 修复 <https://github.com/openclaw/openclaw/pull/123239> [03:18] Twilio RCS 渠道 PR 落地、TaskFlow 原子取消状态、Codex memory 写入边界、LINE 死信恢复文档 🔗 Twilio RCS <https://github.com/openclaw/openclaw/pull/105025> 🔗 TaskFlow 取消 <https://github.com/openclaw/openclaw/pull/112709> 🔗 Codex memory <https://github.com/openclaw/openclaw/pull/96291> 🔗 LINE 文档 <https://github.com/openclaw/openclaw/pull/115702> [04:01] 子代理双缺陷报告成热点、Idea Shower 功能请求、OpenClaw 上架 DigitalOcean Marketplace 🔗 子代理参数问题 <https://github.com/openclaw/openclaw/issues/112799> 🔗 子代理工具丢失 <https://github.com/openclaw/openclaw/issues/124101> 🔗 Idea Shower <https://github.com/openclaw/openclaw/issues/115924> 🔗 DigitalOcean 上架 <https://marketplace.digitalocean.com/apps/openclaw>

⏱️ Highlights [00:48] thinking 签名持久化被截断，缓存过期后确定性报 400；Mac 权限提升工作流规范化；computer-use V2 契约解锁背景窗口能力 🔗 签名截断 <https://github.com/openclaw/openclaw/issues/108443> 🔗 Mac工作流 <https://github.com/openclaw/openclaw/pull/123569> 🔗 V2契约 <https://github.com/openclaw/openclaw/pull/123544> [01:59] Gateway 三连修：切走切回不再误显 idle、幽灵会话被清扫、超时投影不再显示无信息的泛化 failed 🔗 idle修复 <https://github.com/openclaw/openclaw/pull/123539> 🔗 幽灵会话 <https://github.com/openclaw/openclaw/pull/123532> 🔗 超时投影 <https://github.com/openclaw/openclaw/pull/123511> [02:50] 密钥哨兵值两连修：重命名 key 不再产生死路草稿、reveal 不再展示可编辑假值；Synology 附件改为直投不转发源 URL；运行卡片、自动保存、隐藏目录、空参数等 UI 修复一大波 🔗 密钥重命名 <https://github.com/openclaw/openclaw/pull/123571> 🔗 哨兵值展示 <https://github.com/openclaw/openclaw/pull/123493> 🔗 Synology直投 <https://github.com/openclaw/openclaw/pull/119941> 🔗 UI修复潮 <https://github.com/openclaw/openclaw/pull/123510> [03:58] 安装策略警告引入人工确认，可疑 Skill 先审阅再安装；token 格式化统一不再 16k/15.6k 两种渲染；置顶会话独立侧边栏分组 🔗 警告审阅 <https://github.com/openclaw/openclaw/pull/120900> 🔗 确认机制 <https://github.com/openclaw/openclaw/pull/116489> 🔗 token统一 <https://github.com/openclaw/openclaw/pull/123472> 🔗 置顶分组 <https://github.com/openclaw/openclaw/pull/121712> [04:46] NVD 收录 CVE-2026-33579 权限提升漏洞；Bitdefender 曝光数百个恶意 Skill 混杂在合法 Skill 之间 🔗 CVE详情 <https://nvd.nist.gov/vuln/detail/CVE-2026-33579> 🔗 恶意Skill分析 <https://www.bitdefender.com/en-us/blog/labs/helpful-skills-or-hidden-payloads-bitdefender-labs-dives-deep-into-the-openclaw-malicious-skill-trap> [05:36] OpenClaw 登陆 DigitalOcean Marketplace 一键部署；386k stars 社区动态；精选阅读与安全批判分析 🔗 Marketplace <https://marketplace.digitalocean.com/apps/openclaw> 🔗 五agent游戏复盘 <https://dev.to/discernible-io/what-agents-learned-in-synthetics-last-cradle-1827> 🔗 安全批判分析 <https://composio.dev/content/openclaw-security-and-vulnerabilities>

⏱️ Highlights [00:49] cron 定时任务设置 model override 或 toolsAllow 后静默失败，手动运行也被调度器拒绝 🔗 cron静默失败 <https://github.com/openclaw/openclaw/issues/103677> 🔗 isolated cron失败 <https://github.com/openclaw/openclaw/issues/91363> [01:47] home 目录波浪线展开的美元符号注入修复，Provider API 错误日志中的敏感凭证被隐藏 🔗 注入修复 <https://github.com/openclaw/openclaw/pull/122991> 🔗 日志泄密修复 <https://github.com/openclaw/openclaw/pull/119877> [02:36] shell 重试死循环、诊断误杀健康 turn、Codex 压缩缺 binding、插件安装 schema 死锁四大稳定性修复 🔗 shell重试死循环 <https://github.com/openclaw/openclaw/pull/118402> 🔗 诊断误杀修复 <https://github.com/openclaw/openclaw/pull/118616> 🔗 Codex压缩修复 <https://github.com/openclaw/openclaw/pull/120443> 🔗 插件安装死锁 <https://github.com/openclaw/openclaw/pull/123010> [03:52] ClawHub 旧版 skill 流式下载、注册表发现超时中止、Monaco 主题颜色规范化 🔗 流式下载 <https://github.com/openclaw/clawhub/commit/60b02c09f9361d7bcaac347877287d055560c12b> 🔗 超时修复 <https://github.com/openclaw/clawhub/commit/29bc11f29d67c869829168d02de1ccedda0c5f93> [04:26] 社区热议 LTS 版本需求、多 agent 浏览器标签页标题、缺少 binding 静默回退 main agent 🔗 LTS版本请求 <https://github.com/openclaw/openclaw/issues/87295> 🔗 多agent标签 <https://github.com/openclaw/openclaw/issues/80942> 🔗 binding静默回退 <https://github.com/openclaw/openclaw/issues/97655> [05:15] OpenClaw 星标超 React、Anthropic 恢复 CLI 用法、agent 凌晨自修复、AI 黑进健身房预约系统 🔗 星标超React <https://www.star-history.com/blog/openclaw-surpasses-react-most-starred-software> 🔗 Anthropic允许CLI <https://docs.openclaw.ai/providers/anthropic> 🔗 自修复agent <https://dev.to/mrclaw207/my-openclaw-agent-keeps-breaking-at-3-am-so-i-taught-it-to-fix-itself-5dcn>

⏱️ Highlights [00:44] 超大图片发送前按模型策略预缩放，媒体重试支持取消信号和 HTTP 429 自动重试 🔗 图片预缩放修复 <https://github.com/openclaw/openclaw/pull/122431> 🔗 媒体重试abort信号 <https://github.com/openclaw/openclaw/pull/119398> 🔗 HTTP 429重试修复 <https://github.com/openclaw/openclaw/pull/122553> [01:46] 飞书卡片被拒后不再静默发空回复；Claude额度耗尽正确触发跨提供商故障转移 🔗 飞书卡片拒绝修复 <https://github.com/openclaw/openclaw/pull/122383> 🔗 额度耗尽故障转移 <https://github.com/openclaw/openclaw/pull/122512> [02:46] Gateway模型目录读取不再卡UI，yield状态重放修复，任务列表显示全部活跃任务 🔗 目录读取响应性 <https://github.com/openclaw/openclaw/pull/122350> 🔗 重放保留yield状态 <https://github.com/openclaw/openclaw/pull/87471> 🔗 UI显示全部任务 <https://github.com/openclaw/openclaw/pull/122565> [03:31] 新增Provider Profiles管理；后台子代理被会话回收误杀；密钥比较存在计时攻击风险 🔗 Provider Profiles管理 <https://github.com/openclaw/openclaw/pull/122396> 🔗 后台子代理被终止 <https://github.com/openclaw/openclaw/issues/122201> 🔗 密钥计时攻击 <https://github.com/openclaw/openclaw/issues/112143> [04:36] Bitdefender深度分析：数百个恶意Skill混入生态，手动审查已不现实 🔗 Bitdefender恶意Skill分析 <https://www.bitdefender.com/en-us/blog/labs/helpful-skills-or-hidden-payloads-bitdefender-labs-dives-deep-into-the-openclaw-malicious-skill-trap>