🤖 Claude Code 更新 v2.1.81 发布日期: 2026-03-23 📋 版本维护 ✨ 新增功能 Added --bare flag for scripted -p calls — skips hooks, LSP, plugin sync, and skill directory walks; requires ANTHROPIC_API_KEY or an apiKeyHelper via --settings (OAuth and keychain auth disabled); auto-memory fully disabled Added --channels permission relay — channel servers that declare the permission capability can forward tool approval prompts to your phone 🐛 重要修复 Fixed multiple concurrent Claude Code sessions requiring repeated re-authentication when one session refreshes its OAuth token Fixed voice mode silently swallowing retry failures and showing a misleading “check your network” message instead of the actual error Fixed voice mode audio not recovering when the server silently drops the WebSocket connection Fixed CLAUDE_CODE_DISABLE_EXPERIMENTAL_BETAS not suppressing the structured-outputs beta header, causing 400 errors on proxy gateways forwarding to Vertex/Bedrock Fixed --channels bypass for Team/Enterprise orgs with no other managed settings configured Fixed a crash on Node.js 18 Fixed unnecessary permission prompts for Bash commands containing dashes in strings Fixed plugin hooks blocking prompt submission when the plugin directory is deleted mid-session Fixed a race condition where background agent task output could hang indefinitely when the task completed between polling intervals Fixed /btw not including pasted text when used during an active response ⚡ 优化改进 Improved MCP read/search tool calls to collapse into a single “Queried {server}” line (expand with Ctrl+O) Improved ! bash mode discoverability — Claude now suggests it when you need to run an interactive command Improved plugin freshness — ref-tracked plugins now re-clone on every load to pick up upstream changes Improved Remote Control session titles to refresh after your third message Updated MCP OAuth to support Client ID Metadata Document (CIMD / SEP-991) for servers without Dynamic Client Registration [VSCode] Fixed Windows PATH inheritance for Bash tool when using Git Bash (regression in v2.1.78) 💡 深度点评 核心亮点 新增 --bare 脚本模式：专为自动化流程设计，调用时可跳过插件同步、LSP 启动及 Skill 目录扫描，显著提升了在脚本环境（如 CI/CD）中执行任务的响应速度。 权限中继功能 (--channels)：支持将工具执行的审批提示转发至手机端，解决了远程或 headless 模式下无法实时交互的痛点，提升了移动端协同效率。 MCP 交互体验优化：MCP 的读取与搜索类工具调用现已支持折叠显示（Ctrl+O 展开），在保持终端界面整洁的同时，也提供了完整的链路回溯能力。 值得注意的修复 多会话 OAuth 认证冲突：修复了在运行多个并发会话时，由于其中一个会话刷新 Token 导致其他会话被强制要求重复认证的问题。 代理网关兼容性修复：修正了 CLAUDE_CODE_DISABLE_EXPERIMENTAL_BETAS 无法完全抑制结构化输出请求头的问题，解决了在 Vertex 或 Bedrock 代理环境下触发 400 错误的情况。 个人评价 Claude Code v2.1.81 是一个典型的工程化增强版本，其重心从单一的对话交互转向了「更成熟的生产力集成」。--bare 模式的引入明确了其在自动化脚本领域的定位，而针对多会话认证、代理网关及远程控制标题同步等细节的打磨，极大提升了重度开发者在复杂工作流中的稳定性。整体而言，这一版本在保障交互一致性的基础上，通过优化资源占用与权限链路，使其更加适配现代软件工程的多种开发场景。 ...

🔧 Codex 更新 rust-v0.116.0 发布日期: 2026-03-22 📋 版本维护 New Features App-server TUI now supports device-code ChatGPT sign-in during onboarding and can refresh existing ChatGPT tokens. (#14952) Plugin setup is smoother: Codex can prompt to install missing plugins or connectors, honor a configured suggestion allowlist, and sync install/uninstall state remotely. (#14896, #15022, #14878) Added a userpromptsubmit hook so prompts can be blocked or augmented before execution and before they enter history. (#14626) Realtime sessions now start with recent thread context and are less likely to self-interrupt during audio playback. (#14829, #14827) Bug Fixes Fixed a first-turn stall where websocket prewarm could delay turn/start; startup now times out and falls back cleanly. (#14838) Restored conversation history for remote resume/fork in the app-server TUI and stopped duplicate live transcript output from legacy stream events. (#14930, #14892) Improved Linux sandbox startup on symlinked checkouts, missing writable roots, and Ubuntu/AppArmor hosts by preferring system bwrap when available. (#14849, #14890, #14963) Fixed an agent job finalization race and reduced status polling churn for worker threads. (#14843) Documentation Refreshed the Python SDK public API docs, examples, and walkthrough around the generated app-server models. (#14446) Chores Pinned the setup-zig GitHub Action to an immutable SHA for more reproducible CI. (#14858) Changelog #14717 Move TUI on top of app server (parallel code) @etraut-openai #14665 Use request permission profile in app server @mousseau-oai #14826 Fixed build failures related to PR 14717 @etraut-openai #14833 fix(core): fix sanitize name to use ‘_’ everywhere @apanasenko-oai #14268 memories: exclude AGENTS and skills from stage1 input @andi-oai #14139 windows-sandbox: add runner IPC foundation for future unified_exec @iceweasel-oai #14851 Add exit helper to code mode scripts @pakrym-oai #14828 [stack 1/4] Split realtime websocket methods by version @aibrahim-oai #14652 Apply argument comment lint across codex-rs @bolinfest #14837 skill-creator: default new skills to ~/.codex/skills @xl-openai #14861 Add marketplace display names to plugin/list @xl-openai #14878 feat: support remote_sync for plugin install/uninstall. @xl-openai 💡 深度点评 核心亮点 TUI 认证与 Onboarding 流程优化：App-server TUI 现在支持通过设备代码（Device-code）进行 ChatGPT 登录，并能自动刷新现有 Token。这显著降低了开发者在命令行环境下的认证门槛，提升了首次配置的成功率。 插件生态体验闭环：新版本增强了插件设置的智能化，支持自动引导安装缺失的插件或连接器，并引入了配置化的建议白名单。同时，插件的安装与卸载状态实现了远程同步（Remote Sync），确保了跨设备环境的一致性。 可扩展的 Prompt 生命周期钩子：新增了 userpromptsubmit Hook。开发者可以在用户 Prompt 执行及进入历史记录之前对其进行拦截、阻断或增强。这为构建自定义安全护栏、自动添加上下文信息等高级用例提供了底层支持。 值得注意的修复 Linux 沙箱稳定性提升：针对 Ubuntu/AppArmor 宿主机以及存在软链接、缺少可写根目录的复杂环境进行了优化。通过优先调用系统原生的 bwrap（Bubblewrap），大幅改善了 Linux 环境下的沙箱启动可靠性。 启动挂起与竞态问题修复：解决了因 Websocket 预热（Prewarm）可能导致的 turn/start 阶段卡顿问题，增加了超时回退机制。此外，修复了 Agent 任务结束时的竞态条件，减少了工作线程的状态轮询损耗，使整体响应更敏捷。 Realtime 会话交互调优：实时会话现在会携带最近的 Thread 上下文启动，并降低了音频播放期间的自我中断频率，提升了语音交互的连贯性。 个人评价 Codex Rust-v0.116.0 是一个侧重「工程化细节打磨」的版本。核心改动集中在提升 TUI 易用性、加固沙箱环境以及完善插件系统的生命周期管理，而非单纯的功能堆砌。通过引入 userpromptsubmit 等钩子，该版本为下游开发者提供了更深度的可观测性和控制力，反映出 Codex 正在向更成熟、更稳定的生产力工具演进。 ...

🔧 Openclaw 更新 2026.3.13 发布日期: 2026-03-22 📋 版本维护 Changes Android/chat settings: redesign the chat settings sheet with grouped device and media sections, refresh the Connect and Voice tabs, and tighten the chat composer/session header for a denser mobile layout. (#44894) Thanks @obviyus. iOS/onboarding: add a first-run welcome pager before gateway setup, stop auto-opening the QR scanner, and show /pair qr instructions on the connect step. (#45054) Thanks @ngutman. Browser/existing-session: add an official Chrome DevTools MCP attach mode for signed-in live Chrome sessions, with docs for chrome://inspect/#remote-debugging enablement and direct backlinks to Chrome’s own setup guides. Browser/agents: add built-in profile="user" for the logged-in host browser and profile="chrome-relay" for the extension relay, so agent browser calls can prefer the real signed-in browser without the extra browserSession selector. Browser/act automation: add batched actions, selector targeting, and delayed clicks for browser act requests with normalized batch dispatch. Thanks @vincentkoc. Docker/timezone override: add OPENCLAW_TZ so docker-setup.sh can pin gateway and CLI containers to a chosen IANA timezone instead of inheriting the daemon default. (#34119) Thanks @Lanfei. Dependencies/pi: bump @mariozechner/pi-agent-core, @mariozechner/pi-ai, @mariozechner/pi-coding-agent, and @mariozechner/pi-tui to 0.58.0. Cron/sessions: add sessionTarget: "current" and session:<id> support so cron jobs can bind to the creating session or a persistent named session instead of only main or isolated. Thanks @kkhomej33-netizen and @ImLukeF. Telegram/message send: add --force-document so Telegram image and GIF sends can upload as documents without compression. (#45111) Thanks @thepagent. Fixes Dashboard/chat UI: stop reloading full chat history on every live tool result in dashboard v2 so tool-heavy runs no longer trigger UI freeze/re-render storms while the final event still refreshes persisted history. (#45541) Thanks @BunsDev. Gateway/client requests: reject unanswered gateway RPC calls after a bounded timeout and clear their pending state, so stalled connections no longer leak hanging GatewayClient.request() promises indefinitely. Build/plugin-sdk bundling: bundle plugin-sdk subpath entries in one shared build pass so published packages stop duplicating shared chunks and avoid the recent plugin-sdk memory blow-up. (#45426) Thanks @TarasShyn. Ollama/reasoning visibility: stop promoting native thinking and reasoning fields into final assistant text so local reasoning models no longer leak internal thoughts in normal replies. (#45330) Thanks @xi7ang. Android/onboarding QR scan: switch setup QR scanning to Google Code Scanner so onboarding uses a more reliable scanner instead of the legacy embedded ZXing flow. (#45021) Thanks @obviyus. Browser/existing-session: harden driver validation and session lifecycle so transport errors trigger reconnects while tool-level errors preserve the session, and extract shared ARIA role sets to deduplicate Playwright and Chrome MCP snapshot paths. (#45682) Thanks @odysseus0. Browser/existing-session: accept text-only list_pages and new_page responses from Chrome DevTools MCP so live-session tab discovery and new-tab open flows keep working when the server omits structured page metadata. Control UI/insecure auth: preserve explicit shared token and password auth on plain-HTTP Control UI connects so LAN and reverse-proxy sessions no longer drop shared auth before the first WebSocket handshake. (#45088) Thanks @velvet-shark. Gateway/session reset: preserve lastAccountId and lastThreadId across gateway session resets so replies keep routing back to the same account and thread after /reset. (#44773) Thanks @Lanfei. macOS/onboarding: avoid self-restarting freshly bootstrapped launchd gateways and give new daemon installs longer to become healthy, so openclaw onboard --install-daemon no longer false-fails on slower Macs and fresh VM snapshots. Gateway/status: add openclaw gateway status --require-rpc and clearer Linux non-interactive daemon-install failure reporting so automation can fail hard on probe misses instead of treating a printed RPC error as green. macOS/exec approvals: respect per-agent exec approval settings in the gateway prompter, including allowlist fallback when the native prompt cannot be shown, so gateway-triggered system.run requests follow configured policy instead of always prompting or denying unexpectedly. (#13707) Thanks @sliekens. Breaking BREAKING: Agents now load at most one root memory bootstrap file. MEMORY.md wins; memory.md is only used when MEMORY.md is absent. If you intentionally kept both files and depended on both being injected, merge them before upgrade. This also fixes duplicate memory injection on case-insensitive Docker mounts. (#26054) Thanks @Lanfei. 💡 深度点评 核心亮点 浏览器会话深度集成 (Chrome DevTools MCP) 此版本引入了官方 Chrome DevTools MCP 附加模式，支持直接接入已登录的实时 Chrome 浏览器会话。配合新增的 profile="user" 内置配置，Agent 可以直接复用宿主浏览器的登录状态和环境，无需额外的 browserSession 选择器。此外，浏览器自动化（Act Automation）新增了批量操作与延迟点击支持，显著提升了复杂网页任务的执行效率。 ...

🤖 Claude Code 更新 v2.1.81 发布日期: 2026-03-22 📋 版本维护 ✨ 新增功能 Added --bare flag for scripted -p calls — skips hooks, LSP, plugin sync, and skill directory walks; requires ANTHROPIC_API_KEY or an apiKeyHelper via --settings (OAuth and keychain auth disabled); auto-memory fully disabled Added --channels permission relay — channel servers that declare the permission capability can forward tool approval prompts to your phone 🐛 重要修复 Fixed multiple concurrent Claude Code sessions requiring repeated re-authentication when one session refreshes its OAuth token Fixed voice mode silently swallowing retry failures and showing a misleading “check your network” message instead of the actual error Fixed voice mode audio not recovering when the server silently drops the WebSocket connection Fixed CLAUDE_CODE_DISABLE_EXPERIMENTAL_BETAS not suppressing the structured-outputs beta header, causing 400 errors on proxy gateways forwarding to Vertex/Bedrock Fixed --channels bypass for Team/Enterprise orgs with no other managed settings configured Fixed a crash on Node.js 18 Fixed unnecessary permission prompts for Bash commands containing dashes in strings Fixed plugin hooks blocking prompt submission when the plugin directory is deleted mid-session Fixed a race condition where background agent task output could hang indefinitely when the task completed between polling intervals Fixed /btw not including pasted text when used during an active response ⚡ 优化改进 Improved MCP read/search tool calls to collapse into a single “Queried {server}” line (expand with Ctrl+O) Improved ! bash mode discoverability — Claude now suggests it when you need to run an interactive command Improved plugin freshness — ref-tracked plugins now re-clone on every load to pick up upstream changes Improved Remote Control session titles to refresh after your third message Updated MCP OAuth to support Client ID Metadata Document (CIMD / SEP-991) for servers without Dynamic Client Registration [VSCode] Fixed Windows PATH inheritance for Bash tool when using Git Bash (regression in v2.1.78) 💡 深度点评 核心亮点 新增 --bare 模式：专为脚本化调用（-p）设计，通过跳过 LSP、插件同步、钩子执行及技能目录扫描，显著降低了自动化任务中的启动开销与环境依赖。 --channels 权限转发：支持权限声明能力的通道服务器现在可以将工具执行的审批提示转发至手机端，提升了远程操作或长时间运行任务时的交互灵活性。 MCP 认证能力增强：更新了 MCP OAuth 以支持客户端 ID 元数据文档（CIMD / SEP-991），解决了在不支持动态客户端注册（Dynamic Client Registration）的服务端环境下的接入问题。 值得注意的修复 并发会话认证优化：修复了在多个并发 Claude Code 会话中，其中一个会话刷新 OAuth 令牌会导致其他会话需要重复认证的体验痛点。 代理网关兼容性修复：解决了 CLAUDE_CODE_DISABLE_EXPERIMENTAL_BETAS 无法抑制结构化输出 Header 的问题，消除了在使用中转代理访问 Vertex 或 Bedrock 时常见的 400 错误。 个人评价 Claude Code v2.1.81 是一个典型的以「稳定性」和「工程化接入」为核心的迭代版本。--bare 标志的引入标志着该工具在 CI/CD 和自动化脚本领域的可用性得到了正式优化，脱离了单纯的交互式终端定位。同时，针对多会话认证逻辑和代理环境报错的修复，精准解决了高频用户在复杂工程环境中的痛点。整体而言，这个版本通过对底层协议（如 MCP OAuth）和执行模式的微调，进一步夯实了其作为生产力工具的健壮性。 ...

🔧 Codex 更新 rust-v0.116.0 发布日期: 2026-03-21 📋 版本维护 New Features App-server TUI now supports device-code ChatGPT sign-in during onboarding and can refresh existing ChatGPT tokens. (#14952) Plugin setup is smoother: Codex can prompt to install missing plugins or connectors, honor a configured suggestion allowlist, and sync install/uninstall state remotely. (#14896, #15022, #14878) Added a userpromptsubmit hook so prompts can be blocked or augmented before execution and before they enter history. (#14626) Realtime sessions now start with recent thread context and are less likely to self-interrupt during audio playback. (#14829, #14827) Bug Fixes Fixed a first-turn stall where websocket prewarm could delay turn/start; startup now times out and falls back cleanly. (#14838) Restored conversation history for remote resume/fork in the app-server TUI and stopped duplicate live transcript output from legacy stream events. (#14930, #14892) Improved Linux sandbox startup on symlinked checkouts, missing writable roots, and Ubuntu/AppArmor hosts by preferring system bwrap when available. (#14849, #14890, #14963) Fixed an agent job finalization race and reduced status polling churn for worker threads. (#14843) Documentation Refreshed the Python SDK public API docs, examples, and walkthrough around the generated app-server models. (#14446) Chores Pinned the setup-zig GitHub Action to an immutable SHA for more reproducible CI. (#14858) Changelog #14717 Move TUI on top of app server (parallel code) @etraut-openai #14665 Use request permission profile in app server @mousseau-oai #14826 Fixed build failures related to PR 14717 @etraut-openai #14833 fix(core): fix sanitize name to use ‘_’ everywhere @apanasenko-oai #14268 memories: exclude AGENTS and skills from stage1 input @andi-oai #14139 windows-sandbox: add runner IPC foundation for future unified_exec @iceweasel-oai #14851 Add exit helper to code mode scripts @pakrym-oai #14828 [stack 1/4] Split realtime websocket methods by version @aibrahim-oai #14652 Apply argument comment lint across codex-rs @bolinfest #14837 skill-creator: default new skills to ~/.codex/skills @xl-openai #14861 Add marketplace display names to plugin/list @xl-openai #14878 feat: support remote_sync for plugin install/uninstall. @xl-openai 💡 深度点评 核心亮点 App-server TUI 交互与认证升级：新版本显著增强了终端界面的易用性，支持通过设备代码（Device-code）进行 ChatGPT 登录，并实现了现有 Token 的自动刷新。这意味着开发者在使用 TUI 模式时，认证流程更加无缝，减少了手动维护凭据的中断感。 插件系统（Plugin）闭环体验：Codex 现在能主动提示安装缺失的插件或连接器，并支持配置建议白名单。更关键的是，插件的安装/卸载状态支持远程同步（remote sync），这为多端开发环境的一致性提供了基础保障。 可编程钩子 userpromptsubmit：新增的钩子允许在 Prompt 执行及存入历史记录之前进行拦截或增强。这一特性为企业级安全审计、动态上下文注入或自定义指令过滤提供了极高的灵活性，标志着 Codex 正在从工具向平台化演进。 值得注意的修复 冷启动性能优化：修复了因 WebSocket 预热（prewarm）导致的首次交互卡顿（first-turn stall）。现在启动逻辑增加了超时机制及平滑降级处理，确保了 turn/start 的响应速度。 Linux 沙箱稳定性增强：针对 Ubuntu/AppArmor 环境、符号链接路径以及缺少可写根目录等复杂场景进行了深度兼容，并优先调用系统原生的 bwrap。这解决了长期困扰 Linux 用户的沙箱启动失败问题。 TUI 历史与状态修复：恢复了远程恢复（resume）或分支（fork）对话时的历史记录展示，并解决了旧版流事件导致的实时转录输出重复问题，提升了长对话场景下的可靠性。 个人评价 Codex rust-v0.116.0 是一个侧重于「体验磨平」与「工程化落地」的版本。通过引入 userpromptsubmit 钩子和完善插件同步机制，Codex 在可定制性上迈出了一大步。同时，对认证流程的优化和沙箱稳定性的修复，反映出团队正致力于将工具从「能用」推向「生产环境可靠」。整体而言，该版本通过一系列底层异步逻辑的解耦（如 Realtime 会话优化）和认证 UX 的改进，大幅提升了开发者在复杂项目中的操作流畅度。 ...

🔧 Openclaw 更新 2026.3.13 发布日期: 2026-03-21 📋 版本维护 Changes Android/chat settings: redesign the chat settings sheet with grouped device and media sections, refresh the Connect and Voice tabs, and tighten the chat composer/session header for a denser mobile layout. (#44894) Thanks @obviyus. iOS/onboarding: add a first-run welcome pager before gateway setup, stop auto-opening the QR scanner, and show /pair qr instructions on the connect step. (#45054) Thanks @ngutman. Browser/existing-session: add an official Chrome DevTools MCP attach mode for signed-in live Chrome sessions, with docs for chrome://inspect/#remote-debugging enablement and direct backlinks to Chrome’s own setup guides. Browser/agents: add built-in profile="user" for the logged-in host browser and profile="chrome-relay" for the extension relay, so agent browser calls can prefer the real signed-in browser without the extra browserSession selector. Browser/act automation: add batched actions, selector targeting, and delayed clicks for browser act requests with normalized batch dispatch. Thanks @vincentkoc. Docker/timezone override: add OPENCLAW_TZ so docker-setup.sh can pin gateway and CLI containers to a chosen IANA timezone instead of inheriting the daemon default. (#34119) Thanks @Lanfei. Dependencies/pi: bump @mariozechner/pi-agent-core, @mariozechner/pi-ai, @mariozechner/pi-coding-agent, and @mariozechner/pi-tui to 0.58.0. Cron/sessions: add sessionTarget: "current" and session:<id> support so cron jobs can bind to the creating session or a persistent named session instead of only main or isolated. Thanks @kkhomej33-netizen and @ImLukeF. Telegram/message send: add --force-document so Telegram image and GIF sends can upload as documents without compression. (#45111) Thanks @thepagent. Fixes Dashboard/chat UI: stop reloading full chat history on every live tool result in dashboard v2 so tool-heavy runs no longer trigger UI freeze/re-render storms while the final event still refreshes persisted history. (#45541) Thanks @BunsDev. Gateway/client requests: reject unanswered gateway RPC calls after a bounded timeout and clear their pending state, so stalled connections no longer leak hanging GatewayClient.request() promises indefinitely. Build/plugin-sdk bundling: bundle plugin-sdk subpath entries in one shared build pass so published packages stop duplicating shared chunks and avoid the recent plugin-sdk memory blow-up. (#45426) Thanks @TarasShyn. Ollama/reasoning visibility: stop promoting native thinking and reasoning fields into final assistant text so local reasoning models no longer leak internal thoughts in normal replies. (#45330) Thanks @xi7ang. Android/onboarding QR scan: switch setup QR scanning to Google Code Scanner so onboarding uses a more reliable scanner instead of the legacy embedded ZXing flow. (#45021) Thanks @obviyus. Browser/existing-session: harden driver validation and session lifecycle so transport errors trigger reconnects while tool-level errors preserve the session, and extract shared ARIA role sets to deduplicate Playwright and Chrome MCP snapshot paths. (#45682) Thanks @odysseus0. Browser/existing-session: accept text-only list_pages and new_page responses from Chrome DevTools MCP so live-session tab discovery and new-tab open flows keep working when the server omits structured page metadata. Control UI/insecure auth: preserve explicit shared token and password auth on plain-HTTP Control UI connects so LAN and reverse-proxy sessions no longer drop shared auth before the first WebSocket handshake. (#45088) Thanks @velvet-shark. Gateway/session reset: preserve lastAccountId and lastThreadId across gateway session resets so replies keep routing back to the same account and thread after /reset. (#44773) Thanks @Lanfei. macOS/onboarding: avoid self-restarting freshly bootstrapped launchd gateways and give new daemon installs longer to become healthy, so openclaw onboard --install-daemon no longer false-fails on slower Macs and fresh VM snapshots. Gateway/status: add openclaw gateway status --require-rpc and clearer Linux non-interactive daemon-install failure reporting so automation can fail hard on probe misses instead of treating a printed RPC error as green. macOS/exec approvals: respect per-agent exec approval settings in the gateway prompter, including allowlist fallback when the native prompt cannot be shown, so gateway-triggered system.run requests follow configured policy instead of always prompting or denying unexpectedly. (#13707) Thanks @sliekens. Breaking BREAKING: Agents now load at most one root memory bootstrap file. MEMORY.md wins; memory.md is only used when MEMORY.md is absent. If you intentionally kept both files and depended on both being injected, merge them before upgrade. This also fixes duplicate memory injection on case-insensitive Docker mounts. (#26054) Thanks @Lanfei. 💡 深度点评 这份 openclaw 2026.3.13 的更新日志显示，项目正从早期的“自动化脚本”向“深度整合的 Agent 运行环境”演进。以下是针对该版本的深度点评： ...

🤖 Claude Code 更新 v2.1.81 发布日期: 2026-03-21 ⚠️ 新版本发布 ✨ 新增功能 Added --bare flag for scripted -p calls — skips hooks, LSP, plugin sync, and skill directory walks; requires ANTHROPIC_API_KEY or an apiKeyHelper via --settings (OAuth and keychain auth disabled); auto-memory fully disabled Added --channels permission relay — channel servers that declare the permission capability can forward tool approval prompts to your phone 🐛 重要修复 Fixed multiple concurrent Claude Code sessions requiring repeated re-authentication when one session refreshes its OAuth token Fixed voice mode silently swallowing retry failures and showing a misleading “check your network” message instead of the actual error Fixed voice mode audio not recovering when the server silently drops the WebSocket connection Fixed CLAUDE_CODE_DISABLE_EXPERIMENTAL_BETAS not suppressing the structured-outputs beta header, causing 400 errors on proxy gateways forwarding to Vertex/Bedrock Fixed --channels bypass for Team/Enterprise orgs with no other managed settings configured Fixed a crash on Node.js 18 Fixed unnecessary permission prompts for Bash commands containing dashes in strings Fixed plugin hooks blocking prompt submission when the plugin directory is deleted mid-session Fixed a race condition where background agent task output could hang indefinitely when the task completed between polling intervals Fixed /btw not including pasted text when used during an active response ⚡ 优化改进 Improved MCP read/search tool calls to collapse into a single “Queried {server}” line (expand with Ctrl+O) Improved ! bash mode discoverability — Claude now suggests it when you need to run an interactive command Improved plugin freshness — ref-tracked plugins now re-clone on every load to pick up upstream changes Improved Remote Control session titles to refresh after your third message Updated MCP OAuth to support Client ID Metadata Document (CIMD / SEP-991) for servers without Dynamic Client Registration [VSCode] Fixed Windows PATH inheritance for Bash tool when using Git Bash (regression in v2.1.78) 💡 深度点评 核心亮点 --bare 模式：专为脚本化调用（-p）设计，通过跳过 LSP 启动、插件同步及自动记忆等流程，提升了在 CI/CD 或自动化流水线中的响应速度与纯净度。 --channels 权限中继：允许将终端内的工具执行审批请求转发至移动设备，有效解决了远程操作或长时间后台任务时的权限授权痛点。 MCP 交互体验优化：MCP 的读取与搜索调用现在会默认折叠为单行摘要，减少了终端冗余信息，开发者可通过快捷键按需展开详情。 值得注意的修复 多会话身份验证优化：修复了并行开启多个会话时，因其中一个 session 刷新 OAuth Token 而导致其他 session 频繁要求重新认证的冲突问题。 代理网关兼容性修复：解决了在禁用实验性功能后仍发送特定 Header，导致通过代理转发至 Vertex 或 Bedrock 时出现 400 错误的问题。 个人评价 v2.1.81 是一个典型的以「工程化落地」为导向的迭代版本。--bare 标志的引入，意味着 Claude Code 正在从纯交互式 AI 助手向可编程的开发者工具转型。通过对 OAuth 并行机制、工作区（Worktree）状态恢复以及复杂网络环境下错误处理的细致修补，该版本显著提升了工具在企业级开发环境中的健壮性。虽然没有视觉上的巨大变化，但对于重度依赖 CLI 自动化的开发者来说，其稳定性和灵活性的提升具有极高的实战价值。 ...

在 GitHub 上拥有超过 50,000 颗星的 everything-claude-code（以下简称 ECC），其 README 的第一句话就明确写着：“Not just configs”（不仅是配置）。对于大多数初次接触它的开发者来说，这可能是一个令人费解的定义。 通常，开发者使用 Claude Code 或 Codex 的方式非常直观：安装、提问、观察 AI 生成代码、手动修复错误。在这种模式下，AI 只是一个高级的自动补全或交互式脚本工具。ECC 的出现改变了这个逻辑——它不是在 Claude Code 之上堆叠更多的 Prompt 模板，而是试图解决一个更底层的问题：如何让 AI agent 像一个成熟的软件工程师一样，具备可预测、可复用且能持续进化的工程交付能力。 ECC 的本质是一套为 AI agent 量身定制的 harness 操作系统。它将"AI 如何可靠完成工程任务"这一复杂课题，拆解为技能、本能、记忆、验证四个维度，并提供了一套系统化的技术实现框架。 它不是配置包 当你打开 ECC 的代码库，你会发现它并没有提供成千上万行的配置文件。相反，它提供了一套完整的逻辑层，介入了 AI agent 与文件系统、终端命令以及开发者意图之间的每一次交互。 大多数开发者在使用 AI coding 工具时，面临的最大痛点是"随机性"。同一个任务，在不同的 session 中可能会得到完全不同的实现路径。ECC 认为，这种随机性源于 agent 缺乏统一的工程规范和执行框架。ECC 提供的不是"更好的答案"，而是"更好的工作流"——它将 AI 从一个随机应变的聊天机器人，转变为一个遵循特定协议的工程执行单元。这种从"对话驱动"到"协议驱动"的转变，是 ECC 区别于普通配置包的根本原因。 四层体系 ECC 当前包含 28 个专用子代理、116 个技能和 59 个命令，背后是四个相互支撑的层级设计。每一层都解决了 AI agent 在工程化落地中的特定缺陷。 技能（Skills）：这是 ECC 的执行库，116 个标准化工作流定义，覆盖从 TDD、架构分析、自动化安全扫描到内容写作的各个领域。这些技能是原子化的——当 agent 需要执行特定的工程操作时，按需调用相应的技能模块。例如，在进行代码重构前，agent 会先调用"架构分析技能"来识别潜在的副作用，而不是直接开始修改代码。 ...

在使用 Claude Code 进行超过 3 天的持续开发后，你可能会发现它的表现开始下滑：原本能完美遵循的架构规范被无视，它开始频繁回复"I’ll be more concise now"，甚至遗忘半小时前刚刚达成的技术决策。这不是 Claude 的逻辑能力下降了，而是 context window 中充斥了大量过往推理、错误尝试和冗长的文件读写记录，导致注意力的精确度发生了系统性偏移。 这种现象被称为 Context Rot（上下文腐烂）。对于任何试图用 AI 助手构建真实产品而非简单 Demo 的开发者来说，Context Rot 是限制生产力的核心瓶颈。 get-shit-done（以下简称 GSD） 的出现并非为了让 AI 写出更精妙的代码片段，而是为 Claude Code 引入了一个专门的项目管理层。它的核心逻辑只有一句话：通过外部化的状态文件和受限的编排架构，从底层消灭 context 积累，从而彻底解决 Context Rot 问题。 Context Rot 是什么，为什么它是真正的问题 当你在一个 Session 中连续输入超过 50 轮对话，Claude 的 context usage 往往会跳升至 100k token 以上。此时最直观的证据是响应变慢，以及它开始丢失对全局约束的感知。Transformer 架构的注意力机制在处理超长序列时存在权重弥散——模型会更倾向于关注最近几轮对话的细节，忽略初始阶段定义的架构原则。 根本原因是信息密度超载。在原始的 Claude Code Session 中，搜索结果、代码修改记录、测试报错和无关闲聊被线性地堆叠在一起。这些"噪音"占据了宝贵的注意力空间。即使 Claude 有 200k 的窗口，真正有效的注意力和被噪音稀释后的执行质量之间存在着巨大的鸿沟。 GSD 的判断：不要试图管理长 context，而要从架构上消灭它的积累。 它强制要求通过文件来同步状态，而不是通过对话历史。 状态文件体系：将记忆外挂 GSD 要求项目根目录下存在一套标准的机器可读文件，包括 PROJECT.md、STATE.md、REQUIREMENTS.md、ROADMAP.md 和 PLAN.md。这些文件不是写给人类看的文档，而是 Claude 的"外挂硬盘"。 ...

🔧 Codex 更新 rust-v0.116.0 发布日期: 2026-03-20 ⚠️ 新版本发布 New Features App-server TUI now supports device-code ChatGPT sign-in during onboarding and can refresh existing ChatGPT tokens. (#14952) Plugin setup is smoother: Codex can prompt to install missing plugins or connectors, honor a configured suggestion allowlist, and sync install/uninstall state remotely. (#14896, #15022, #14878) Added a userpromptsubmit hook so prompts can be blocked or augmented before execution and before they enter history. (#14626) Realtime sessions now start with recent thread context and are less likely to self-interrupt during audio playback. (#14829, #14827) Bug Fixes Fixed a first-turn stall where websocket prewarm could delay turn/start; startup now times out and falls back cleanly. (#14838) Restored conversation history for remote resume/fork in the app-server TUI and stopped duplicate live transcript output from legacy stream events. (#14930, #14892) Improved Linux sandbox startup on symlinked checkouts, missing writable roots, and Ubuntu/AppArmor hosts by preferring system bwrap when available. (#14849, #14890, #14963) Fixed an agent job finalization race and reduced status polling churn for worker threads. (#14843) Documentation Refreshed the Python SDK public API docs, examples, and walkthrough around the generated app-server models. (#14446) Chores Pinned the setup-zig GitHub Action to an immutable SHA for more reproducible CI. (#14858) Changelog #14717 Move TUI on top of app server (parallel code) @etraut-openai #14665 Use request permission profile in app server @mousseau-oai #14826 Fixed build failures related to PR 14717 @etraut-openai #14833 fix(core): fix sanitize name to use ‘_’ everywhere @apanasenko-oai #14268 memories: exclude AGENTS and skills from stage1 input @andi-oai #14139 windows-sandbox: add runner IPC foundation for future unified_exec @iceweasel-oai #14851 Add exit helper to code mode scripts @pakrym-oai #14828 [stack 1/4] Split realtime websocket methods by version @aibrahim-oai #14652 Apply argument comment lint across codex-rs @bolinfest #14837 skill-creator: default new skills to ~/.codex/skills @xl-openai #14861 Add marketplace display names to plugin/list @xl-openai #14878 feat: support remote_sync for plugin install/uninstall. @xl-openai 💡 深度点评 核心亮点 插件系统自动化与远程同步：新版本显著提升了插件配置的丝滑度。现在支持自动提示安装缺失的插件或连接器，并引入了远程同步（Remote Sync）功能，使得插件的安装/卸载状态可以在不同设备间保持一致。此外，新增的建议白名单机制进一步增强了插件生态的可控性。 Prompt 级拦截与增强能力：引入了 userpromptsubmit 钩子。开发者现在可以在提示词正式进入历史记录或执行之前，对其进行拦截、阻断或动态增强。这一特性为实现提示词合规检查、自动化上下文注入提供了更底座化的支持。 实时会话与 TUI 交互优化：Realtime 模式现在支持携带近期线程上下文启动，减少了语音播放时的自我中断问题。同时，App-server TUI 增加了设备码（Device-code）登录方式，并支持 ChatGPT Token 自动刷新，大幅优化了长效使用的认证体验。 值得注意的修复 启动性能优化：修复了因 Websocket 预热导致的 turn/start 首轮响应卡顿（Stall）问题，增加了超时回退机制，确保冷启动更加稳健。 Linux 沙箱兼容性增强：解决了在 Ubuntu/AppArmor 环境下，因符号链接（Symlinked）或缺少可写根目录导致的沙箱启动失败问题。通过优先调用系统自带的 bwrap，提升了跨发行版的运行稳定性。 TUI 会话状态恢复：修复了在远程 Resume 或 Fork 会话时 TUI 界面无法正确恢复历史记录的 Bug，并清理了 legacy stream 导致的重复转录输出。 个人评价 Codex Rust-v0.116.0 是一个从「单机工具」向「平台化管理」迈进的稳健版本。核心更新集中在开发者体验（DX）的打磨上，特别是插件远程同步和更灵活的 Hook 机制，意味着它正在为更复杂的企业级集成和多端同步场景做准备。Linux 沙箱兼容性的补齐和 Websocket 预热问题的修复，反映出团队在处理大规模生产环境落地的底层稳定性上投入了大量精力。整体而言，这是一个侧重于提高环境配置下限、拓展工程化集成上限的成熟更替。 ...

🔧 Openclaw 更新 2026.3.13 发布日期: 2026-03-20 📋 版本维护 Changes Android/chat settings: redesign the chat settings sheet with grouped device and media sections, refresh the Connect and Voice tabs, and tighten the chat composer/session header for a denser mobile layout. (#44894) Thanks @obviyus. iOS/onboarding: add a first-run welcome pager before gateway setup, stop auto-opening the QR scanner, and show /pair qr instructions on the connect step. (#45054) Thanks @ngutman. Browser/existing-session: add an official Chrome DevTools MCP attach mode for signed-in live Chrome sessions, with docs for chrome://inspect/#remote-debugging enablement and direct backlinks to Chrome’s own setup guides. Browser/agents: add built-in profile="user" for the logged-in host browser and profile="chrome-relay" for the extension relay, so agent browser calls can prefer the real signed-in browser without the extra browserSession selector. Browser/act automation: add batched actions, selector targeting, and delayed clicks for browser act requests with normalized batch dispatch. Thanks @vincentkoc. Docker/timezone override: add OPENCLAW_TZ so docker-setup.sh can pin gateway and CLI containers to a chosen IANA timezone instead of inheriting the daemon default. (#34119) Thanks @Lanfei. Dependencies/pi: bump @mariozechner/pi-agent-core, @mariozechner/pi-ai, @mariozechner/pi-coding-agent, and @mariozechner/pi-tui to 0.58.0. Cron/sessions: add sessionTarget: "current" and session:<id> support so cron jobs can bind to the creating session or a persistent named session instead of only main or isolated. Thanks @kkhomej33-netizen and @ImLukeF. Telegram/message send: add --force-document so Telegram image and GIF sends can upload as documents without compression. (#45111) Thanks @thepagent. Fixes Dashboard/chat UI: stop reloading full chat history on every live tool result in dashboard v2 so tool-heavy runs no longer trigger UI freeze/re-render storms while the final event still refreshes persisted history. (#45541) Thanks @BunsDev. Gateway/client requests: reject unanswered gateway RPC calls after a bounded timeout and clear their pending state, so stalled connections no longer leak hanging GatewayClient.request() promises indefinitely. Build/plugin-sdk bundling: bundle plugin-sdk subpath entries in one shared build pass so published packages stop duplicating shared chunks and avoid the recent plugin-sdk memory blow-up. (#45426) Thanks @TarasShyn. Ollama/reasoning visibility: stop promoting native thinking and reasoning fields into final assistant text so local reasoning models no longer leak internal thoughts in normal replies. (#45330) Thanks @xi7ang. Android/onboarding QR scan: switch setup QR scanning to Google Code Scanner so onboarding uses a more reliable scanner instead of the legacy embedded ZXing flow. (#45021) Thanks @obviyus. Browser/existing-session: harden driver validation and session lifecycle so transport errors trigger reconnects while tool-level errors preserve the session, and extract shared ARIA role sets to deduplicate Playwright and Chrome MCP snapshot paths. (#45682) Thanks @odysseus0. Browser/existing-session: accept text-only list_pages and new_page responses from Chrome DevTools MCP so live-session tab discovery and new-tab open flows keep working when the server omits structured page metadata. Control UI/insecure auth: preserve explicit shared token and password auth on plain-HTTP Control UI connects so LAN and reverse-proxy sessions no longer drop shared auth before the first WebSocket handshake. (#45088) Thanks @velvet-shark. Gateway/session reset: preserve lastAccountId and lastThreadId across gateway session resets so replies keep routing back to the same account and thread after /reset. (#44773) Thanks @Lanfei. macOS/onboarding: avoid self-restarting freshly bootstrapped launchd gateways and give new daemon installs longer to become healthy, so openclaw onboard --install-daemon no longer false-fails on slower Macs and fresh VM snapshots. Gateway/status: add openclaw gateway status --require-rpc and clearer Linux non-interactive daemon-install failure reporting so automation can fail hard on probe misses instead of treating a printed RPC error as green. macOS/exec approvals: respect per-agent exec approval settings in the gateway prompter, including allowlist fallback when the native prompt cannot be shown, so gateway-triggered system.run requests follow configured policy instead of always prompting or denying unexpectedly. (#13707) Thanks @sliekens. Breaking BREAKING: Agents now load at most one root memory bootstrap file. MEMORY.md wins; memory.md is only used when MEMORY.md is absent. If you intentionally kept both files and depended on both being injected, merge them before upgrade. This also fixes duplicate memory injection on case-insensitive Docker mounts. (#26054) Thanks @Lanfei. 💡 深度点评 这是一份关于 openclaw 2026.3.13 版本的技术点评。 ...

🤖 Claude Code 更新 v2.1.80 发布日期: 2026-03-20 ⚠️ 新版本发布 ✨ 新增功能 Added rate_limits field to statusline scripts for displaying Claude.ai rate limit usage (5-hour and 7-day windows with used_percentage and resets_at) Added source: 'settings' plugin marketplace source — declare plugin entries inline in settings.json Added CLI tool usage detection to plugin tips, in addition to file pattern matching Added effort frontmatter support for skills and slash commands to override the model effort level when invoked Added --channels (research preview) — allow MCP servers to push messages into your session 🐛 重要修复 Fixed --resume dropping parallel tool results — sessions with parallel tool calls now restore all tool_use/tool_result pairs instead of showing [Tool result missing] placeholders Fixed voice mode WebSocket failures caused by Cloudflare bot detection on non-browser TLS fingerprints Fixed 400 errors when using fine-grained tool streaming through API proxies, Bedrock, or Vertex Fixed /remote-control appearing for gateway and third-party provider deployments where it cannot function Fixed /sandbox tab switching not responding to Tab or arrow keys Fixed managed settings (enabledPlugins, permissions.defaultMode, policy-set env vars) not being applied at startup when remote-settings.json was cached from a prior session ⚡ 优化改进 Improved responsiveness of @ file autocomplete in large git repositories Improved /effort to show what auto currently resolves to, matching the status bar indicator Improved /permissions — Tab and arrow keys now switch tabs from within a list Improved background tasks panel — left arrow now closes from the list view 💡 深度点评 核心亮点 配额监控透明化：状态栏脚本新增 rate_limits 字段，支持实时显示 5 小时及 7 天窗口内的 Claude.ai 用量百分比与重置时间，便于开发者更精准地规划长周期任务。 任务级 Effort 精准控制：Skill 和斜杠命令现在支持在 Frontmatter 中声明 effort 级别。这意味着开发者可以针对特定自动化流程强制指定模型推理强度，不再受限于全局设置。 MCP 异步通信雏形：引入 --channels（研究预览版），允许 MCP 服务器主动向当前会话推送消息。这一改变使得 CLI 从单一的「请求-响应」模式向更复杂的异步协作模式演进。 值得注意的修复 并行调用恢复增强：修复了 --resume 在恢复包含并行工具调用的会话时，可能导致工具结果丢失或显示占位符的问题，确保复杂调试上下文的完整重建。 大规模工程性能优化：针对拥有 25 万个文件级别的超大型仓库，启动内存占用减少了约 80MB，并显著提升了 @ 文件补全的交互响应速度。 个人评价 v2.1.80 版本体现了 Claude Code 从「功能实现」向「工程化成熟」的转变。通过引入频率限制监控和任务级推理强度控制，它为开发者提供了更细粒度的资源管理手段。底层的并行任务恢复修复与内存优化，则直接改善了在大规模商业项目中的使用体验。整体来看，这是一个侧重于可预测性和系统稳定性的关键迭代，为后续更复杂的 MCP 协作打下了坚实基础。 ...

🔧 Codex 更新 rust-v0.115.0 发布日期: 2026-03-19 📋 版本维护 New Features Supported models can now request full-resolution image inspection through both view_image and codex.emitImage(..., detail: "original"), which helps with precision visual tasks. (#14175) js_repl now exposes codex.cwd and codex.homeDir, and saved codex.tool(...) / codex.emitImage(...) references keep working across cells. (#14385, #14503) Realtime websocket sessions gained a dedicated transcription mode, plus v2 handoff support through the codex tool, with a unified [realtime] session config. (#14554, #14556, #14606) The v2 app-server now exposes filesystem RPCs for file reads, writes, copies, directory operations, and path watching, and there is a new Python SDK for integrating with that API. (#14245, #14435) Smart Approvals can now route review requests through a guardian subagent in core, app-server, and TUI, reducing repeated setup work on follow-up approvals. (#13860, #14668) App integrations now use the Responses API tool-search flow, can suggest missing tools, and fall back cleanly when the active model does not support search-based lookup. (#14274, #14287, #14732) Bug Fixes Spawned subagents now inherit sandbox and network rules more reliably, including project-profile layering, persisted host approvals, and symlinked writable roots. (#14619, #14650, #14674, #14807) js_repl no longer hangs when dynamic tool responses contain literal U+2028 or U+2029 characters. (#14421) The TUI no longer stalls on exit after creating subagents, and interrupting a turn no longer tears down background terminals by default. (#14816, #14602) codex exec --profile once again preserves profile-scoped settings when starting or resuming a thread. (#14524) MCP and elicitation flows are more robust, with safer tool-name normalization and preserved tool_params in approval prompts. (#14491, #14605, #14769) The local network proxy now serves CONNECT traffic as explicit HTTP/1, improving compatibility with HTTP proxy clients. (#14395) Chores The subagent wait tool is now consistently named wait_agent, aligning it with spawn_agent and send_input. (#14631) Changelog #14395 fix(network-proxy): serve HTTP proxy listener as HTTP/1 @viyatb-oai #14385 Add js_repl cwd and homeDir helpers @fjord-oai #14376 Keep agent-switch word-motion keys out of draft editing @joshka-oai #14175 Let models opt into original image detail @fjord-oai #14382 check for large binaries in CI @owenlin0 #14392 chore(app-server): stop emitting codex/event/ notifications @owenlin0 #14274 feat: search_tool migrate to bring you own tool of Responses API @apanasenko-oai #14174 refactor: centralize filesystem permissions precedence @viyatb-oai #14394 chore(app-server): delete unused rpc methods from v1.rs @owenlin0 #14171 fix: align core approvals with split sandbox policies @viyatb-oai #14410 Make collab model metadata accurate on completion @aibrahim-oai #14387 feat(app-server): propagate traces across tasks and core ops @owenlin0 💡 深度点评 以下是针对 codex rust-v0.115.0 更新内容的深度点评： ...

🔧 Openclaw 更新 2026.3.13 发布日期: 2026-03-19 📋 版本维护 Changes Android/chat settings: redesign the chat settings sheet with grouped device and media sections, refresh the Connect and Voice tabs, and tighten the chat composer/session header for a denser mobile layout. (#44894) Thanks @obviyus. iOS/onboarding: add a first-run welcome pager before gateway setup, stop auto-opening the QR scanner, and show /pair qr instructions on the connect step. (#45054) Thanks @ngutman. Browser/existing-session: add an official Chrome DevTools MCP attach mode for signed-in live Chrome sessions, with docs for chrome://inspect/#remote-debugging enablement and direct backlinks to Chrome’s own setup guides. Browser/agents: add built-in profile="user" for the logged-in host browser and profile="chrome-relay" for the extension relay, so agent browser calls can prefer the real signed-in browser without the extra browserSession selector. Browser/act automation: add batched actions, selector targeting, and delayed clicks for browser act requests with normalized batch dispatch. Thanks @vincentkoc. Docker/timezone override: add OPENCLAW_TZ so docker-setup.sh can pin gateway and CLI containers to a chosen IANA timezone instead of inheriting the daemon default. (#34119) Thanks @Lanfei. Dependencies/pi: bump @mariozechner/pi-agent-core, @mariozechner/pi-ai, @mariozechner/pi-coding-agent, and @mariozechner/pi-tui to 0.58.0. Cron/sessions: add sessionTarget: "current" and session:<id> support so cron jobs can bind to the creating session or a persistent named session instead of only main or isolated. Thanks @kkhomej33-netizen and @ImLukeF. Telegram/message send: add --force-document so Telegram image and GIF sends can upload as documents without compression. (#45111) Thanks @thepagent. Fixes Dashboard/chat UI: stop reloading full chat history on every live tool result in dashboard v2 so tool-heavy runs no longer trigger UI freeze/re-render storms while the final event still refreshes persisted history. (#45541) Thanks @BunsDev. Gateway/client requests: reject unanswered gateway RPC calls after a bounded timeout and clear their pending state, so stalled connections no longer leak hanging GatewayClient.request() promises indefinitely. Build/plugin-sdk bundling: bundle plugin-sdk subpath entries in one shared build pass so published packages stop duplicating shared chunks and avoid the recent plugin-sdk memory blow-up. (#45426) Thanks @TarasShyn. Ollama/reasoning visibility: stop promoting native thinking and reasoning fields into final assistant text so local reasoning models no longer leak internal thoughts in normal replies. (#45330) Thanks @xi7ang. Android/onboarding QR scan: switch setup QR scanning to Google Code Scanner so onboarding uses a more reliable scanner instead of the legacy embedded ZXing flow. (#45021) Thanks @obviyus. Browser/existing-session: harden driver validation and session lifecycle so transport errors trigger reconnects while tool-level errors preserve the session, and extract shared ARIA role sets to deduplicate Playwright and Chrome MCP snapshot paths. (#45682) Thanks @odysseus0. Browser/existing-session: accept text-only list_pages and new_page responses from Chrome DevTools MCP so live-session tab discovery and new-tab open flows keep working when the server omits structured page metadata. Control UI/insecure auth: preserve explicit shared token and password auth on plain-HTTP Control UI connects so LAN and reverse-proxy sessions no longer drop shared auth before the first WebSocket handshake. (#45088) Thanks @velvet-shark. Gateway/session reset: preserve lastAccountId and lastThreadId across gateway session resets so replies keep routing back to the same account and thread after /reset. (#44773) Thanks @Lanfei. macOS/onboarding: avoid self-restarting freshly bootstrapped launchd gateways and give new daemon installs longer to become healthy, so openclaw onboard --install-daemon no longer false-fails on slower Macs and fresh VM snapshots. Gateway/status: add openclaw gateway status --require-rpc and clearer Linux non-interactive daemon-install failure reporting so automation can fail hard on probe misses instead of treating a printed RPC error as green. macOS/exec approvals: respect per-agent exec approval settings in the gateway prompter, including allowlist fallback when the native prompt cannot be shown, so gateway-triggered system.run requests follow configured policy instead of always prompting or denying unexpectedly. (#13707) Thanks @sliekens. Breaking BREAKING: Agents now load at most one root memory bootstrap file. MEMORY.md wins; memory.md is only used when MEMORY.md is absent. If you intentionally kept both files and depended on both being injected, merge them before upgrade. This also fixes duplicate memory injection on case-insensitive Docker mounts. (#26054) Thanks @Lanfei. 💡 深度点评 这是一份关于 openclaw 2026.3.13 更新版本的深度技术点评。 ...

🤖 Claude Code 更新 v2.1.79 发布日期: 2026-03-19 ⚠️ 新版本发布 ✨ 新增功能 Added --console flag to claude auth login for Anthropic Console (API billing) authentication Added “Show turn duration” toggle to the /config menu 🐛 重要修复 Fixed claude -p hanging when spawned as a subprocess without explicit stdin (e.g. Python subprocess.run) Fixed Ctrl+C not working in -p (print) mode Fixed /btw returning the main agent’s output instead of answering the side question when triggered during streaming Fixed voice mode not activating correctly on startup when voiceEnabled: true is set Fixed left/right arrow tab navigation in /permissions Fixed CLAUDE_CODE_DISABLE_TERMINAL_TITLE not preventing terminal title from being set on startup Fixed custom status line showing nothing when workspace trust is blocking it Fixed enterprise users being unable to retry on rate limit (429) errors Fixed SessionEnd hooks not firing when using interactive /resume to switch sessions ⚡ 优化改进 Improved startup memory usage by ~18MB across all scenarios Improved non-streaming API fallback with a 2-minute per-attempt timeout, preventing sessions from hanging indefinitely [VSCode] Added /remote-control — bridge your session to claude.ai/code to continue from a browser or phone [VSCode] Session tabs now get AI-generated titles based on your first message [VSCode] Fixed the thinking pill showing “Thinking” instead of “Thought for Ns” after a response completes [VSCode] Fixed missing session diff button when opening sessions from the left sidebar 💡 深度点评 以下是针对 Claude Code v2.1.79 更新内容的深度点评： ...

🔧 Codex 更新 rust-v0.115.0 发布日期: 2026-03-18 📋 版本维护 New Features Supported models can now request full-resolution image inspection through both view_image and codex.emitImage(..., detail: "original"), which helps with precision visual tasks. (#14175) js_repl now exposes codex.cwd and codex.homeDir, and saved codex.tool(...) / codex.emitImage(...) references keep working across cells. (#14385, #14503) Realtime websocket sessions gained a dedicated transcription mode, plus v2 handoff support through the codex tool, with a unified [realtime] session config. (#14554, #14556, #14606) The v2 app-server now exposes filesystem RPCs for file reads, writes, copies, directory operations, and path watching, and there is a new Python SDK for integrating with that API. (#14245, #14435) Smart Approvals can now route review requests through a guardian subagent in core, app-server, and TUI, reducing repeated setup work on follow-up approvals. (#13860, #14668) App integrations now use the Responses API tool-search flow, can suggest missing tools, and fall back cleanly when the active model does not support search-based lookup. (#14274, #14287, #14732) Bug Fixes Spawned subagents now inherit sandbox and network rules more reliably, including project-profile layering, persisted host approvals, and symlinked writable roots. (#14619, #14650, #14674, #14807) js_repl no longer hangs when dynamic tool responses contain literal U+2028 or U+2029 characters. (#14421) The TUI no longer stalls on exit after creating subagents, and interrupting a turn no longer tears down background terminals by default. (#14816, #14602) codex exec --profile once again preserves profile-scoped settings when starting or resuming a thread. (#14524) MCP and elicitation flows are more robust, with safer tool-name normalization and preserved tool_params in approval prompts. (#14491, #14605, #14769) The local network proxy now serves CONNECT traffic as explicit HTTP/1, improving compatibility with HTTP proxy clients. (#14395) Chores The subagent wait tool is now consistently named wait_agent, aligning it with spawn_agent and send_input. (#14631) Changelog #14395 fix(network-proxy): serve HTTP proxy listener as HTTP/1 @viyatb-oai #14385 Add js_repl cwd and homeDir helpers @fjord-oai #14376 Keep agent-switch word-motion keys out of draft editing @joshka-oai #14175 Let models opt into original image detail @fjord-oai #14382 check for large binaries in CI @owenlin0 #14392 chore(app-server): stop emitting codex/event/ notifications @owenlin0 #14274 feat: search_tool migrate to bring you own tool of Responses API @apanasenko-oai #14174 refactor: centralize filesystem permissions precedence @viyatb-oai #14394 chore(app-server): delete unused rpc methods from v1.rs @owenlin0 #14171 fix: align core approvals with split sandbox policies @viyatb-oai #14410 Make collab model metadata accurate on completion @aibrahim-oai #14387 feat(app-server): propagate traces across tasks and core ops @owenlin0 💡 深度点评 以下是对 Codex Rust-v0.115.0 更新内容的深度点评： ...

🔧 Openclaw 更新 2026.3.13 发布日期: 2026-03-18 📋 版本维护 Changes Android/chat settings: redesign the chat settings sheet with grouped device and media sections, refresh the Connect and Voice tabs, and tighten the chat composer/session header for a denser mobile layout. (#44894) Thanks @obviyus. iOS/onboarding: add a first-run welcome pager before gateway setup, stop auto-opening the QR scanner, and show /pair qr instructions on the connect step. (#45054) Thanks @ngutman. Browser/existing-session: add an official Chrome DevTools MCP attach mode for signed-in live Chrome sessions, with docs for chrome://inspect/#remote-debugging enablement and direct backlinks to Chrome’s own setup guides. Browser/agents: add built-in profile="user" for the logged-in host browser and profile="chrome-relay" for the extension relay, so agent browser calls can prefer the real signed-in browser without the extra browserSession selector. Browser/act automation: add batched actions, selector targeting, and delayed clicks for browser act requests with normalized batch dispatch. Thanks @vincentkoc. Docker/timezone override: add OPENCLAW_TZ so docker-setup.sh can pin gateway and CLI containers to a chosen IANA timezone instead of inheriting the daemon default. (#34119) Thanks @Lanfei. Dependencies/pi: bump @mariozechner/pi-agent-core, @mariozechner/pi-ai, @mariozechner/pi-coding-agent, and @mariozechner/pi-tui to 0.58.0. Cron/sessions: add sessionTarget: "current" and session:<id> support so cron jobs can bind to the creating session or a persistent named session instead of only main or isolated. Thanks @kkhomej33-netizen and @ImLukeF. Telegram/message send: add --force-document so Telegram image and GIF sends can upload as documents without compression. (#45111) Thanks @thepagent. Breaking BREAKING: Agents now load at most one root memory bootstrap file. MEMORY.md wins; memory.md is only used when MEMORY.md is absent. If you intentionally kept both files and depended on both being injected, merge them before upgrade. This also fixes duplicate memory injection on case-insensitive Docker mounts. (#26054) Thanks @Lanfei. Fixes Dashboard/chat UI: stop reloading full chat history on every live tool result in dashboard v2 so tool-heavy runs no longer trigger UI freeze/re-render storms while the final event still refreshes persisted history. (#45541) Thanks @BunsDev. Gateway/client requests: reject unanswered gateway RPC calls after a bounded timeout and clear their pending state, so stalled connections no longer leak hanging GatewayClient.request() promises indefinitely. Build/plugin-sdk bundling: bundle plugin-sdk subpath entries in one shared build pass so published packages stop duplicating shared chunks and avoid the recent plugin-sdk memory blow-up. (#45426) Thanks @TarasShyn. Ollama/reasoning visibility: stop promoting native thinking and reasoning fields into final assistant text so local reasoning models no longer leak internal thoughts in normal replies. (#45330) Thanks @xi7ang. Android/onboarding QR scan: switch setup QR scanning to Google Code Scanner so onboarding uses a more reliable scanner instead of the legacy embedded ZXing flow. (#45021) Thanks @obviyus. Browser/existing-session: harden driver validation and session lifecycle so transport errors trigger reconnects while tool-level errors preserve the session, and extract shared ARIA role sets to deduplicate Playwright and Chrome MCP snapshot paths. (#45682) Thanks @odysseus0. Browser/existing-session: accept text-only list_pages and new_page responses from Chrome DevTools MCP so live-session tab discovery and new-tab open flows keep working when the server omits structured page metadata. Control UI/insecure auth: preserve explicit shared token and password auth on plain-HTTP Control UI connects so LAN and reverse-proxy sessions no longer drop shared auth before the first WebSocket handshake. (#45088) Thanks @velvet-shark. Gateway/session reset: preserve lastAccountId and lastThreadId across gateway session resets so replies keep routing back to the same account and thread after /reset. (#44773) Thanks @Lanfei. macOS/onboarding: avoid self-restarting freshly bootstrapped launchd gateways and give new daemon installs longer to become healthy, so openclaw onboard --install-daemon no longer false-fails on slower Macs and fresh VM snapshots. Gateway/status: add openclaw gateway status --require-rpc and clearer Linux non-interactive daemon-install failure reporting so automation can fail hard on probe misses instead of treating a printed RPC error as green. macOS/exec approvals: respect per-agent exec approval settings in the gateway prompter, including allowlist fallback when the native prompt cannot be shown, so gateway-triggered system.run requests follow configured policy instead of always prompting or denying unexpectedly. (#13707) Thanks @sliekens. 💡 深度点评 这份关于 openclaw 2026.3.13 更新内容的深度点评，重点解析了该版本在自动化连接、会话控制及系统稳定性方面的核心变化。 ...

🤖 Claude Code 更新 v2.1.78 发布日期: 2026-03-18 ⚠️ 新版本发布 ✨ 新增功能 Added StopFailure hook event that fires when the turn ends due to an API error (rate limit, auth failure, etc.) Added ${CLAUDE_PLUGIN_DATA} variable for plugin persistent state that survives plugin updates; /plugin uninstall prompts before deleting it Added effort, maxTurns, and disallowedTools frontmatter support for plugin-shipped agents Added ANTHROPIC_CUSTOM_MODEL_OPTION env var to add a custom entry to the /model picker, with optional _NAME and _DESCRIPTION suffixed vars for display 🐛 重要修复 Fixed git log HEAD failing with “ambiguous argument” inside sandboxed Bash on Linux, and stub files polluting git status in the working directory Fixed cc log and --resume silently truncating conversation history on large sessions (>5 MB) that used subagents Fixed infinite loop when API errors triggered stop hooks that re-fed blocking errors to the model Fixed deny: ["mcp__servername"] permission rules not removing MCP server tools before sending to the model, allowing it to see and attempt blocked tools Fixed sandbox.filesystem.allowWrite not working with absolute paths (previously required // prefix) Fixed /sandbox Dependencies tab showing Linux prerequisites on macOS instead of macOS-specific info Fixed .git, .claude, and other protected directories being writable without a prompt in bypassPermissions mode Fixed ctrl+u in normal mode scrolling instead of readline kill-line (ctrl+u/ctrl+d half-page scroll moved to transcript mode only) Fixed voice mode modifier-combo push-to-talk keybindings (e.g. ctrl+k) requiring a hold instead of activating immediately Fixed voice mode not working on WSL2 with WSLg (Windows 11); WSL1/Win10 users now get a clear error ⚡ 优化改进 Improved memory usage and startup time when resuming large sessions [VSCode] Fixed a brief flash of the login screen when opening the sidebar while already authenticated [VSCode] Fixed “API Error: Rate limit reached” when selecting Opus — model dropdown no longer offers 1M context variant to subscribers whose plan tier is unknown 💡 深度点评 核心亮点 插件持久化状态与配置增强：新增 ${CLAUDE_PLUGIN_DATA} 变量支持跨版本的插件状态存储，并为插件 Agent 引入了 effort、maxTurns 和 disallowedTools 的 frontmatter 支持，显著提升了复杂自动化任务的可控性。 灵活的自定义模型接入：通过 ANTHROPIC_CUSTOM_MODEL_OPTION 环境变量，用户可以在 /model 选择器中添加自定义模型条目，便于适配特定的模型版本或实验性端点。 大型会话交互体验优化：改进了超大型会话（>5 MB）恢复时的内存占用与启动速度，配合响应文本的逐行流式输出，有效降低了长任务执行时的感知延迟。 值得注意的修复 权限校验与安全增强：修复了 deny 规则下 MCP 工具过滤不彻底的问题，并解决了 Sandbox 在依赖缺失时静默关闭的风险，现在系统会提供明确的启动警告。 开发环境路径兼容性：修复了从 macOS Dock 或 Spotlight 启动 VS Code 时，Bash 工具无法正确识别 Homebrew 等 PATH 环境变量下二进制文件的问题。 个人评价 v2.1.78 版本是一个典型的以「健壮性」和「开发者体验」为核心的迭代。通过引入插件持久化变量和更细粒度的 Agent 配置，Claude Code 正在为更复杂的端到端工作流铺路。此外，针对超大会话历史截断和内存溢出的修复，解决了重度用户在处理大型代码库时的核心痛点。整体而言，这一版本在不改变核心交互逻辑的前提下，大幅强化了工具在企业级开发环境和复杂插件生态中的适用性。 ...

🔧 Codex 更新 rust-v0.115.0 发布日期: 2026-03-17 ⚠️ 新版本发布 New Features Supported models can now request full-resolution image inspection through both view_image and codex.emitImage(..., detail: "original"), which helps with precision visual tasks. (#14175) js_repl now exposes codex.cwd and codex.homeDir, and saved codex.tool(...) / codex.emitImage(...) references keep working across cells. (#14385, #14503) Realtime websocket sessions gained a dedicated transcription mode, plus v2 handoff support through the codex tool, with a unified [realtime] session config. (#14554, #14556, #14606) The v2 app-server now exposes filesystem RPCs for file reads, writes, copies, directory operations, and path watching, and there is a new Python SDK for integrating with that API. (#14245, #14435) Smart Approvals can now route review requests through a guardian subagent in core, app-server, and TUI, reducing repeated setup work on follow-up approvals. (#13860, #14668) App integrations now use the Responses API tool-search flow, can suggest missing tools, and fall back cleanly when the active model does not support search-based lookup. (#14274, #14287, #14732) Bug Fixes Spawned subagents now inherit sandbox and network rules more reliably, including project-profile layering, persisted host approvals, and symlinked writable roots. (#14619, #14650, #14674, #14807) js_repl no longer hangs when dynamic tool responses contain literal U+2028 or U+2029 characters. (#14421) The TUI no longer stalls on exit after creating subagents, and interrupting a turn no longer tears down background terminals by default. (#14816, #14602) codex exec --profile once again preserves profile-scoped settings when starting or resuming a thread. (#14524) MCP and elicitation flows are more robust, with safer tool-name normalization and preserved tool_params in approval prompts. (#14491, #14605, #14769) The local network proxy now serves CONNECT traffic as explicit HTTP/1, improving compatibility with HTTP proxy clients. (#14395) Chores The subagent wait tool is now consistently named wait_agent, aligning it with spawn_agent and send_input. (#14631) Changelog #14395 fix(network-proxy): serve HTTP proxy listener as HTTP/1 @viyatb-oai #14385 Add js_repl cwd and homeDir helpers @fjord-oai #14376 Keep agent-switch word-motion keys out of draft editing @joshka-oai #14175 Let models opt into original image detail @fjord-oai #14382 check for large binaries in CI @owenlin0 #14392 chore(app-server): stop emitting codex/event/ notifications @owenlin0 #14274 feat: search_tool migrate to bring you own tool of Responses API @apanasenko-oai #14174 refactor: centralize filesystem permissions precedence @viyatb-oai #14394 chore(app-server): delete unused rpc methods from v1.rs @owenlin0 #14171 fix: align core approvals with split sandbox policies @viyatb-oai #14410 Make collab model metadata accurate on completion @aibrahim-oai #14387 feat(app-server): propagate traces across tasks and core ops @owenlin0 💡 深度点评 核心亮点 v2 App-server 能力边界扩张与 Python SDK 发布 v2 版本的应用服务器现在正式开放了文件系统的 RPC 接口，涵盖读写、复制、目录操作及路径监听（Path Watching）。配套推出的 Python SDK 标志着 Codex 正在从单一的任务执行工具向可集成的后端服务演进，开发者可以更方便地将 Codex 的能力嵌入到自定义的自动化工作流中。 Smart Approvals 引入 Guardian 守护代理 针对多代理（Multi-agent）协作场景，Smart Approvals 现在支持通过核心层、应用服务器及 TUI 中的 Guardian 子代理进行请求路由。这一改进显著减少了在处理连续审批时的重复设置工作，提升了复杂决策链路下的交互效率。 高精度视觉任务支持 新版本允许模型通过 view_image 或 codex.emitImage(..., detail: "original") 显式请求全分辨率图像检查。这对于需要处理代码截图、UI 设计稿比对等高精度视觉识别任务的开发者来说，解决了以往缩略图细节丢失的痛点。 值得注意的修复 子代理沙箱与网络规则继承优化：修复了子代理在继承沙箱规则、项目配置层（Project-profile layering）以及符号链接根目录权限时的一致性问题，确保了多代理环境下的安全隔离与权限对齐。 TUI 交互稳定性提升：解决了在创建子代理后 TUI 退出时可能出现的卡死问题；同时，现在中断（Interrupt）操作默认不再强制关闭后台终端，保护了运行中的长时任务状态。 MCP 与 Elicitation 流程加固：对 MCP 工具名称进行了更严格的标准化处理，并确保在审批提示中完整保留 tool_params，提升了与外部协议交互时的鲁棒性。 个人评价 rust-v0.115.0 是一个侧重于「工程化落地」的迭代版本。通过发布 Python SDK 和开放文件系统 RPC，Codex 展现了其作为底层 Agent 基础设施的潜力，而不仅仅是一个交互式终端。同时，Guardian 代理的加入和沙箱继承规则的完善，说明开发团队正在深耕复杂的多代理协作场景，致力于在效率与安全性之间寻求更好的平衡。整体来看，这个版本为构建更复杂的 Agentic Workflow 夯实了基础。 ...

🔧 Openclaw 更新 2026.3.13 发布日期: 2026-03-17 📋 版本维护 Changes Android/chat settings: redesign the chat settings sheet with grouped device and media sections, refresh the Connect and Voice tabs, and tighten the chat composer/session header for a denser mobile layout. (#44894) Thanks @obviyus. iOS/onboarding: add a first-run welcome pager before gateway setup, stop auto-opening the QR scanner, and show /pair qr instructions on the connect step. (#45054) Thanks @ngutman. Browser/existing-session: add an official Chrome DevTools MCP attach mode for signed-in live Chrome sessions, with docs for chrome://inspect/#remote-debugging enablement and direct backlinks to Chrome’s own setup guides. Browser/agents: add built-in profile="user" for the logged-in host browser and profile="chrome-relay" for the extension relay, so agent browser calls can prefer the real signed-in browser without the extra browserSession selector. Browser/act automation: add batched actions, selector targeting, and delayed clicks for browser act requests with normalized batch dispatch. Thanks @vincentkoc. Docker/timezone override: add OPENCLAW_TZ so docker-setup.sh can pin gateway and CLI containers to a chosen IANA timezone instead of inheriting the daemon default. (#34119) Thanks @Lanfei. Dependencies/pi: bump @mariozechner/pi-agent-core, @mariozechner/pi-ai, @mariozechner/pi-coding-agent, and @mariozechner/pi-tui to 0.58.0. Cron/sessions: add sessionTarget: "current" and session:<id> support so cron jobs can bind to the creating session or a persistent named session instead of only main or isolated. Thanks @kkhomej33-netizen and @ImLukeF. Telegram/message send: add --force-document so Telegram image and GIF sends can upload as documents without compression. (#45111) Thanks @thepagent. Breaking BREAKING: Agents now load at most one root memory bootstrap file. MEMORY.md wins; memory.md is only used when MEMORY.md is absent. If you intentionally kept both files and depended on both being injected, merge them before upgrade. This also fixes duplicate memory injection on case-insensitive Docker mounts. (#26054) Thanks @Lanfei. Fixes Dashboard/chat UI: stop reloading full chat history on every live tool result in dashboard v2 so tool-heavy runs no longer trigger UI freeze/re-render storms while the final event still refreshes persisted history. (#45541) Thanks @BunsDev. Gateway/client requests: reject unanswered gateway RPC calls after a bounded timeout and clear their pending state, so stalled connections no longer leak hanging GatewayClient.request() promises indefinitely. Build/plugin-sdk bundling: bundle plugin-sdk subpath entries in one shared build pass so published packages stop duplicating shared chunks and avoid the recent plugin-sdk memory blow-up. (#45426) Thanks @TarasShyn. Ollama/reasoning visibility: stop promoting native thinking and reasoning fields into final assistant text so local reasoning models no longer leak internal thoughts in normal replies. (#45330) Thanks @xi7ang. Android/onboarding QR scan: switch setup QR scanning to Google Code Scanner so onboarding uses a more reliable scanner instead of the legacy embedded ZXing flow. (#45021) Thanks @obviyus. Browser/existing-session: harden driver validation and session lifecycle so transport errors trigger reconnects while tool-level errors preserve the session, and extract shared ARIA role sets to deduplicate Playwright and Chrome MCP snapshot paths. (#45682) Thanks @odysseus0. Browser/existing-session: accept text-only list_pages and new_page responses from Chrome DevTools MCP so live-session tab discovery and new-tab open flows keep working when the server omits structured page metadata. Control UI/insecure auth: preserve explicit shared token and password auth on plain-HTTP Control UI connects so LAN and reverse-proxy sessions no longer drop shared auth before the first WebSocket handshake. (#45088) Thanks @velvet-shark. Gateway/session reset: preserve lastAccountId and lastThreadId across gateway session resets so replies keep routing back to the same account and thread after /reset. (#44773) Thanks @Lanfei. macOS/onboarding: avoid self-restarting freshly bootstrapped launchd gateways and give new daemon installs longer to become healthy, so openclaw onboard --install-daemon no longer false-fails on slower Macs and fresh VM snapshots. Gateway/status: add openclaw gateway status --require-rpc and clearer Linux non-interactive daemon-install failure reporting so automation can fail hard on probe misses instead of treating a printed RPC error as green. macOS/exec approvals: respect per-agent exec approval settings in the gateway prompter, including allowlist fallback when the native prompt cannot be shown, so gateway-triggered system.run requests follow configured policy instead of always prompting or denying unexpectedly. (#13707) Thanks @sliekens. 💡 深度点评 OpenClaw 2026.3.13 版本发布，这一版在浏览器集成深度、任务自动化灵活性以及系统安全性上进行了多项关键迭代。以下是该版本的深度点评： ...