OpenClaw v2026.3.2 发布:openclaw 2026.3.2

科技3小时前发布 muybien
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就在上周,OpenClaw 正式发布了 v2026.3.2 版本,一口气带来多项重大更新!作为一名AI助手爱好者,我第一时间进行了深度体验,今天来和大家分享一下这次更新的核心亮点。

一、本次更新要点

本次更新内容丰富,主要包括:

### Changes

- Secrets/SecretRef coverage: expand SecretRef support across the full supported user-supplied credential surface (64 targets total), including runtime collectors, `openclaw secrets` planning/apply/audit flows, onboarding SecretInput UX, and related docs; unresolved refs now fail fast on active surfaces while inactive surfaces report non-blocking diagnostics. (#29580) Thanks @joshavant.
- Tools/PDF analysis: add a first-class `pdf` tool with native Anthropic and Google PDF provider support, extraction fallback for non-native models, configurable defaults (`agents.defaults.pdfModel`, `pdfMaxBytesMb`, `pdfMaxPages`), and docs/tests covering routing, validation, and registration. (#31319) Thanks @tyler6204.
- Outbound adapters/plugins: add shared `sendPayload` support across direct-text-media, Discord, Slack, WhatsApp, Zalo, and Zalouser with multi-media iteration and chunk-aware text fallback. (#30144) Thanks @nohat.
- Models/MiniMax: add first-class `MiniMax-M2.5-highspeed` support across built-in provider catalogs, onboarding flows, and MiniMax OAuth plugin defaults, while keeping legacy `MiniMax-M2.5-Lightning` compatibility for existing configs.
- Sessions/Attachments: add inline file attachment support for `sessions_spawn` (subagent runtime only) with base64/utf8 encoding, transcript content redaction, lifecycle cleanup, and configurable limits via `tools.sessions_spawn.attachments`. (#16761) Thanks @napetrov.
- Telegram/Streaming defaults: default `channels.telegram.streaming` to `partial` (from `off`) so new Telegram setups get live preview streaming out of the box, with runtime fallback to message-edit preview when native drafts are unavailable.
- Telegram/DM streaming: use `sendMessageDraft` for private preview streaming, keep reasoning/answer preview lanes separated in DM reasoning-stream mode. (#31824) Thanks @obviyus.
- Telegram/voice mention gating: add optional `disableAudioPreflight` on group/topic config to skip mention-detection preflight transcription for inbound voice notes where operators want text-only mention checks. (#23067) Thanks @yangnim21029.
- CLI/Config validation: add `openclaw config validate` (with `--json`) to validate config files before gateway startup, and include detailed invalid-key paths in startup invalid-config errors. (#31220) thanks @Sid-Qin.
- Tools/Diffs: add PDF file output support and rendering quality customization controls (`fileQuality`, `fileScale`, `fileMaxWidth`) for generated diff artifacts, and document PDF as the preferred option when messaging channels compress images. (#31342) Thanks @gumadeiras.
- Memory/Ollama embeddings: add `memorySearch.provider = "ollama"` and `memorySearch.fallback = "ollama"` support, honor `models.providers.ollama` settings for memory embedding requests, and document Ollama embedding usage. (#26349) Thanks @nico-hoff.
- Zalo Personal plugin (`@openclaw/zalouser`): rebuilt channel runtime to use native `zca-js` integration in-process, removing external CLI transport usage and keeping QR/login + send/listen flows fully inside OpenClaw.
- Plugin SDK/channel extensibility: expose `channelRuntime` on `ChannelGatewayContext` so external channel plugins can access shared runtime helpers (reply/routing/session/text/media/commands) without internal imports. (#25462) Thanks @guxiaobo.
- Plugin runtime/STT: add `api.runtime.stt.transcribeAudioFile(...)` so extensions can transcribe local audio files through OpenClaw's configured media-understanding audio providers. (#22402) Thanks @benthecarman.
- Plugin hooks/session lifecycle: include `sessionKey` in `session_start`/`session_end` hook events and contexts so plugins can correlate lifecycle callbacks with routing identity. (#26394) Thanks @tempeste.
- Hooks/message lifecycle: add internal hook events `message:transcribed` and `message:preprocessed`, plus richer outbound `message:sent` context (`isGroup`, `groupId`) for group-conversation correlation and post-transcription automations. (#9859) Thanks @Drickon.
- Media understanding/audio echo: add optional `tools.media.audio.echoTranscript` + `echoFormat` to send a pre-agent transcript confirmation message to the originating chat, with echo disabled by default. (#32150) Thanks @AytuncYildizli.
- Plugin runtime/system: expose `runtime.system.requestHeartbeatNow(...)` so extensions can wake targeted sessions immediately after enqueueing system events. (#19464) Thanks @AustinEral.
- Plugin runtime/events: expose `runtime.events.onAgentEvent` and `runtime.events.onSessionTranscriptUpdate` for extension-side subscriptions, and isolate transcript-listener failures so one faulty listener cannot break the entire update fanout. (#16044) Thanks @scifantastic.
- CLI/Banner taglines: add `cli.banner.taglineMode` (`random` | `default` | `off`) to control funny tagline behavior in startup output, with docs + FAQ guidance and regression tests for config override behavior.

### Breaking

- **BREAKING:** Onboarding now defaults `tools.profile` to `messaging` for new local installs (interactive + non-interactive). New setups no longer start with broad coding/system tools unless explicitly configured.
- **BREAKING:** ACP dispatch now defaults to enabled unless explicitly disabled (`acp.dispatch.enabled=false`). If you need to pause ACP turn routing while keeping `/acp` controls, set `acp.dispatch.enabled=false`. Docs: https://docs.openclaw.ai/tools/acp-agents
- **BREAKING:** Plugin SDK removed `api.registerHttpHandler(...)`. Plugins must register explicit HTTP routes via `api.registerHttpRoute({ path, auth, match, handler })`, and dynamic webhook lifecycles should use `registerPluginHttpRoute(...)`.
- **BREAKING:** Zalo Personal plugin (`@openclaw/zalouser`) no longer depends on external `zca`-compatible CLI binaries (`openzca`, `zca-cli`) for runtime send/listen/login; operators should use `openclaw channels login --channel zalouser` after upgrade to refresh sessions in the new JS-native path.

### Fixes

- Plugin command/runtime hardening: validate and normalize plugin command name/description at registration boundaries, and guard Telegram native menu normalization paths so malformed plugin command specs cannot crash startup (`trim` on undefined). (#31997) Fixes #31944. Thanks @liuxiaopai-ai.
- Telegram: guard duplicate-token checks and gateway startup token normalization when account tokens are missing, preventing `token.trim()` crashes during status/start flows. (#31973) Thanks @ningding97.
- Discord/lifecycle startup status: push an immediate `connected` status snapshot when the gateway is already connected before lifecycle debug listeners attach, with abort-guarding to avoid contradictory status flips during pre-aborted startup. (#32336) Thanks @mitchmcalister.
- Feishu/multi-app mention routing: guard mention detection in multi-bot groups by validating mention display name alongside bot `open_id`, preventing false-positive self-mentions from Feishu WebSocket remapping so only the actually mentioned bot responds under `requireMention`. (#30315) Thanks @teaguexiao.
- Feishu/session-memory hook parity: trigger the shared `before_reset` session-memory hook path when Feishu `/new` and `/reset` commands execute so reset flows preserve memory behavior consistent with other channels. (#31437) Thanks @Linux2010.
- Feishu/LINE group system prompts: forward per-group `systemPrompt` config into inbound context `GroupSystemPrompt` for Feishu and LINE group/room events so configured group-specific behavior actually applies at dispatch time. (#31713) Thanks @whiskyboy.
- Mentions/Slack formatting hardening: add null-safe guards for runtime text normalization paths so malformed/undefined text payloads do not crash mention stripping or mrkdwn conversion. (#31865) Thanks @stone-jin.
- Feishu/Plugin sdk compatibility: add safe webhook default fallbacks when loading Feishu monitor state so mixed-version installs no longer crash if older `openclaw/plugin-sdk` builds omit webhook default constants. (#31606)
- Feishu/group broadcast dispatch: add configurable multi-agent group broadcast dispatch with observer-session isolation, cross-account dedupe safeguards, and non-mention history buffering rules that avoid duplicate replay in broadcast/topic workflows. (#29575) Thanks @ohmyskyhigh.
- Gateway/Subagent TLS pairing: allow authenticated local `gateway-client` backend self-connections to skip device pairing while still requiring pairing for non-local/direct-host paths, restoring `sessions_spawn` with `gateway.tls.enabled=true` in Docker/LAN setups. Fixes #30740. Thanks @Sid-Qin and @vincentkoc.
- Browser/CDP startup diagnostics: include Chrome stderr output and a Linux no-sandbox hint in startup timeout errors so failed launches are easier to diagnose. (#29312) Thanks @veast.
- Synology Chat/webhook ingress hardening: enforce bounded body reads (size + timeout) via shared request-body guards to prevent unauthenticated slow-body hangs before token validation. (#25831) Thanks @bmendonca3.
- Feishu/Dedup restart resilience: warm persistent dedup state into memory on monitor startup so retry events after gateway restart stay suppressed without requiring initial on-disk probe misses. (#31605)
- Voice-call/runtime lifecycle: prevent `EADDRINUSE` loops by resetting failed runtime promises, making webhook `start()` idempotent with the actual bound port, and fully cleaning up webhook/tunnel/tailscale resources after startup failures. (#32395) Thanks @scoootscooob.
- Gateway/Security hardening: tie loopback-origin dev allowance to actual local socket clients (not Host header claims), add explicit warnings/metrics when `gateway.controlUi.dangerouslyAllowHostHeaderOriginFallback` accepts websocket origins, harden safe-regex detection for quantified ambiguous alternation patterns (for example `(a|aa)+`), and bound large regex-evaluation inputs for session-filter and log-redaction paths.
- Gateway/Plugin HTTP hardening: require explicit `auth` for plugin route registration, add route ownership guards for duplicate `path+match` registrations, centralize plugin path matching/auth logic into dedicated modules, and share webhook target-route lifecycle wiring across channel monitors to avoid stale or conflicting registrations. Thanks @tdjackey for reporting.
- Browser/Profile defaults: prefer `openclaw` profile over `chrome` in headless/no-sandbox environments unless an explicit `defaultProfile` is configured. (#14944) Thanks @BenediktSchackenberg.
- Gateway/WS security: keep plaintext `ws://` loopback-only by default, with explicit break-glass private-network opt-in via `OPENCLAW_ALLOW_INSECURE_PRIVATE_WS=1`; align onboarding/client/call validation and tests to this strict-default policy. (#28670) Thanks @dashed, @vincentkoc.
- OpenAI Codex OAuth/TLS prerequisites: add an OAuth TLS cert-chain preflight with actionable remediation for cert trust failures, and gate doctor TLS prerequisite probing to OpenAI Codex OAuth-configured installs (or explicit `doctor --deep`) to avoid unconditional outbound probe latency. (#32051) Thanks @alexfilatov.
- Security/Webhook request hardening: enforce auth-before-body parsing for BlueBubbles and Google Chat webhook handlers, add strict pre-auth body/time budgets for webhook auth paths (including LINE signature verification), and add shared in-flight/request guardrails plus regression tests/lint checks to prevent reintroducing unauthenticated slow-body DoS patterns. Thanks @GCXWLP for reporting.
- CLI/Config validation and routing hardening: dedupe `openclaw config validate` failures to a single authoritative report, expose allowed-values metadata/hints across core Zod and plugin AJV validation (including `--json` fields), sanitize terminal-rendered validation text, and make command-path parsing root-option-aware across preaction/route/lazy registration (including routed `config get/unset` with split root options). Thanks @gumadeiras.
- Browser/Extension relay reconnect tolerance: keep `/json/version` and `/cdp` reachable during short MV3 worker disconnects when attached targets still exist, and retain clients across reconnect grace windows. (#30232) Thanks @Sid-Qin.
- CLI/Browser start timeout: honor `openclaw browser --timeout  start` and stop by removing the fixed 15000ms override so slower Chrome startups can use caller-provided timeouts. (#22412, #23427) Thanks @vincentkoc.
- Synology Chat/gateway lifecycle: keep `startAccount` pending until abort for inactive and active account paths to prevent webhook route restart loops under gateway supervision. (#23074) Thanks @druide67.
- Exec approvals/allowlist matching: escape regex metacharacters in path-pattern literals (while preserving glob wildcards), preventing crashes on allowlisted executables like `/usr/bin/g++` and correctly matching mixed wildcard/literal token paths. (#32162) Thanks @stakeswky.
- Synology Chat/webhook compatibility: accept JSON and alias payload fields, allow token resolution from body/query/header sources, and ACK webhook requests with `204` to avoid persistent `Processing...` states in Synology Chat clients. (#26635) Thanks @memphislee09-source.
- Voice-call/Twilio signature verification: retry signature validation across deterministic URL port variants (with/without port) to handle mixed Twilio signing behavior behind reverse proxies and non-standard ports. (#25140) Thanks @drvoss.
- Slack/Bolt startup compatibility: remove invalid `message.channels` and `message.groups` event registrations so Slack providers no longer crash on startup with Bolt 4.6+; channel/group traffic continues through the unified `message` handler (`channel_type`). (#32033) Thanks @mahopan.
- Slack/socket auth failure handling: fail fast on non-recoverable auth errors (`account_inactive`, `invalid_auth`, etc.) during startup and reconnect instead of retry-looping indefinitely, including `unable_to_socket_mode_start` error payload propagation. (#32377) Thanks @scoootscooob.
- Gateway/macOS LaunchAgent hardening: write `Umask=077` in generated gateway LaunchAgent plists so npm upgrades preserve owner-only default file permissions for gateway-created state files. (#31919) Fixes #31905. Thanks @liuxiaopai-ai.
- macOS/LaunchAgent security defaults: write `Umask=63` (octal `077`) into generated gateway launchd plists so post-update service reinstalls keep owner-only file permissions by default instead of falling back to system `022`. (#32022) Fixes #31905. Thanks @liuxiaopai-ai.
- Media understanding/provider HTTP proxy routing: pass a proxy-aware fetch function from `HTTPS_PROXY`/`HTTP_PROXY` env vars into audio/video provider calls (with graceful malformed-proxy fallback) so transcription/video requests honor configured outbound proxies. (#27093) Thanks @mcaxtr.
- Sandbox/workspace mount permissions: make primary `/workspace` bind mounts read-only whenever `workspaceAccess` is not `rw` (including `none`) across both core sandbox container and sandbox browser create flows. (#32227) Thanks @guanyu-zhang.
- Tools/fsPolicy propagation: honor `tools.fs.workspaceOnly` for image/pdf local-root allowlists so non-sandbox media paths outside workspace are rejected when workspace-only mode is enabled. (#31882) Thanks @justinhuangcode.
- Daemon/Homebrew runtime pinning: resolve Homebrew Cellar Node paths to stable Homebrew-managed symlinks (including versioned formulas like `node@22`) so gateway installs keep the intended runtime across brew upgrades. (#32185) Thanks @scoootscooob.
- Browser/Security output boundary hardening: replace check-then-rename output commits with root-bound fd-verified writes, unify install/skills canonical path-boundary checks, and add regression coverage for symlink-rebind race paths across browser output and shared fs-safe write flows. Thanks @tdjackey for reporting.
- Gateway/Security canonicalization hardening: decode plugin route path variants to canonical fixpoint (with bounded depth), fail closed on canonicalization anomalies, and enforce gateway auth for deeply encoded `/api/channels/*` variants to prevent alternate-path auth bypass through plugin handlers. Thanks @tdjackey for reporting.
- Browser/Gateway hardening: preserve env credentials for `OPENCLAW_GATEWAY_URL` / `CLAWDBOT_GATEWAY_URL` while treating explicit `--url` as override-only auth, and make container browser hardening flags optional with safer defaults for Docker/LXC stability. (#31504) Thanks @vincentkoc.
- Gateway/Control UI basePath webhook passthrough: let non-read methods under configured `controlUiBasePath` fall through to plugin routes (instead of returning Control UI 405), restoring webhook handlers behind basePath mounts. (#32311) Thanks @ademczuk.
- Control UI/Legacy browser compatibility: replace `toSorted`-dependent cron suggestion sorting in `app-render` with a compatibility helper so older browsers without `Array.prototype.toSorted` no longer white-screen. (#31775) Thanks @liuxiaopai-ai.
- macOS/PeekabooBridge: add compatibility socket symlinks for legacy `clawdbot`, `clawdis`, and `moltbot` Application Support socket paths so pre-rename clients can still connect. (#6033) Thanks @lumpinif and @vincentkoc.
- Gateway/message tool reliability: avoid false `Unknown channel` failures when `message.*` actions receive platform-specific channel ids by falling back to `toolContext.currentChannelProvider`, and prevent health-monitor restart thrash for channels that just (re)started by adding a per-channel startup-connect grace window. (from #32367) Thanks @MunemHashmi.
- Windows/Spawn canonicalization: unify non-core Windows spawn handling across ACP client, QMD/mcporter memory paths, and sandbox Docker execution using the shared wrapper-resolution policy, with targeted regression coverage for `.cmd` shim unwrapping and shell fallback behavior. (#31750) Thanks @Takhoffman.
- Security/ACP sandbox inheritance: enforce fail-closed runtime guardrails for `sessions_spawn` with `runtime="acp"` by rejecting ACP spawns from sandboxed requester sessions and rejecting `sandbox="require"` for ACP runtime, preventing sandbox-boundary bypass via host-side ACP initialization. (#32254) Thanks @tdjackey for reporting, and @dutifulbob for the fix.
- Security/Web tools SSRF guard: keep DNS pinning for untrusted `web_fetch` and citation-redirect URL checks when proxy env vars are set, and require explicit dangerous opt-in before env-proxy routing can bypass pinned dispatch for trusted/operator-controlled endpoints. Thanks @tdjackey for reporting.
- Gemini schema sanitization: coerce malformed JSON Schema `properties` values (`null`, arrays, primitives) to `{}` before provider validation, preventing downstream strict-validator crashes on invalid plugin/tool schemas. (#32332) Thanks @webdevtodayjason.
- Media understanding/malformed attachment guards: harden attachment selection and decision summary formatting against non-array or malformed attachment payloads to prevent runtime crashes on invalid inbound metadata shapes. (#28024) Thanks @claw9267.
- Browser/Extension navigation reattach: preserve debugger re-attachment when relay is temporarily disconnected by deferring relay attach events until reconnect/re-announce, reducing post-navigation tab loss. (#28725) Thanks @stone-jin.
- Browser/Extension relay stale tabs: evict stale cached targets from `/json/list` when extension targets are destroyed/crashed or commands fail with missing target/session errors. (#6175) Thanks @vincentkoc.
- Browser/CDP startup readiness: wait for CDP websocket readiness after launching Chrome and cleanly stop/reset when readiness never arrives, reducing follow-up `PortInUseError` races after `browser start`/`open`. (#29538) Thanks @AaronWander.
- OpenAI/Responses WebSocket tool-call id hygiene: normalize blank/whitespace streamed tool-call ids before persistence, and block empty `function_call_output.call_id` payloads in the WS conversion path to avoid OpenAI 400 errors (`Invalid 'input[n].call_id': empty string`), with regression coverage for both inbound stream normalization and outbound payload guards.
- Security/Nodes camera URL downloads: bind node `camera.snap`/`camera.clip` URL payload downloads to the resolved node host, enforce fail-closed behavior when node `remoteIp` is unavailable, and use SSRF-guarded fetch with redirect host/protocol checks to prevent off-node fetch pivots. Thanks @tdjackey for reporting.
- Config/backups hardening: enforce owner-only (`0600`) permissions on rotated config backups and clean orphan `.bak.*` files outside the managed backup ring, reducing credential leakage risk from stale or permissive backup artifacts. (#31718) Thanks @YUJIE2002.
- Telegram/inbound media filenames: preserve original `file_name` metadata for document/audio/video/animation downloads (with fetch/path fallbacks), so saved inbound attachments keep sender-provided names instead of opaque Telegram file paths. (#31837) Thanks @Kay-051.
- Gateway/OpenAI chat completions: honor `x-openclaw-message-channel` when building `agentCommand` input for `/v1/chat/completions`, preserving caller channel identity instead of forcing `webchat`. (#30462) Thanks @bmendonca3.
- Plugin SDK/runtime hardening: add package export verification in CI/release checks to catch missing runtime exports before publish-time regressions. (#28575) Thanks @Glucksberg.
- Media/MIME normalization: normalize parameterized/case-variant MIME strings in `kindFromMime` (for example `Audio/Ogg; codecs=opus`) so WhatsApp voice notes are classified as audio and routed through transcription correctly. (#32280) Thanks @Lucenx9.
- Discord/audio preflight mentions: detect audio attachments via Discord `content_type` and gate preflight transcription on typed text (not media placeholders), so guild voice-note mentions are transcribed and matched correctly. (#32136) Thanks @jnMetaCode.
- Feishu/topic session routing: use `thread_id` as topic session scope fallback when `root_id` is absent, keep first-turn topic keys stable across thread creation, and force thread replies when inbound events already carry topic/thread context. (#29788) Thanks @songyaolun.
- Gateway/Webchat NO_REPLY streaming: suppress assistant lead-fragment deltas that are prefixes of `NO_REPLY` and keep final-message buffering in sync, preventing partial `NO` leaks on silent-response runs while preserving legitimate short replies. (#32073) Thanks @liuxiaopai-ai.
- Telegram/models picker callbacks: keep long model buttons selectable by falling back to compact callback payloads and resolving provider ids on selection (with provider re-prompt on ambiguity), avoiding Telegram 64-byte callback truncation failures. (#31857) Thanks @bmendonca3.
- Context-window metadata warmup: add exponential config-load retry backoff (1s -> 2s -> 4s, capped at 60s) so transient startup failures recover automatically without hot-loop retries.
- Voice-call/Twilio external outbound: auto-register webhook-first `outbound-api` calls (initiated outside OpenClaw) so media streams are accepted and call direction metadata stays accurate. (#31181) Thanks @scoootscooob.
- Feishu/topic root replies: prefer `root_id` as outbound `replyTargetMessageId` when present, and parse millisecond `message_create_time` values correctly so topic replies anchor to the root message in grouped thread flows. (#29968) Thanks @bmendonca3.
- Feishu/DM pairing reply target: send pairing challenge replies to `chat:` instead of `user:` so Lark/Feishu private chats with user-id-only sender payloads receive pairing messages reliably. (#31403) Thanks @stakeswky.
- Feishu/Lark private DM routing: treat inbound `chat_type: "private"` as direct-message context for pairing/mention-forward/reaction synthetic handling so Lark private chats behave like Feishu p2p DMs. (#31400) Thanks @stakeswky.
- Signal/message actions: allow `react` to fall back to `toolContext.currentMessageId` when `messageId` is omitted, matching Telegram behavior and unblocking agent-initiated reactions on inbound turns. (#32217) Thanks @dunamismax.
- Discord/message actions: allow `react` to fall back to `toolContext.currentMessageId` when `messageId` is omitted, matching Telegram/Signal reaction ergonomics in inbound turns.
- Synology Chat/reply delivery: resolve webhook usernames to Chat API `user_id` values for outbound chatbot replies, avoiding mismatches between webhook user IDs and `method=chatbot` recipient IDs in multi-account setups. (#23709) Thanks @druide67.
- Slack/thread context payloads: only inject thread starter/history text on first thread turn for new sessions while preserving thread metadata, reducing repeated context-token bloat on long-lived thread sessions. (#32133) Thanks @sourman.
- Slack/session routing: keep top-level channel messages in one shared session when `replyToMode=off`, while preserving thread-scoped keys for true thread replies and non-off modes. (#32193) Thanks @bmendonca3.
- Voice-call/webhook routing: require exact webhook path matches (instead of prefix matches) so lookalike paths cannot reach provider verification/dispatch logic. (#31930) Thanks @afurm.
- Zalo/Pairing auth tests: add webhook regression coverage asserting DM pairing-store reads/writes remain account-scoped, preventing cross-account authorization bleed in multi-account setups. (#26121) Thanks @bmendonca3.
- Zalouser/Pairing auth tests: add account-scoped DM pairing-store regression coverage (`monitor.account-scope.test.ts`) to prevent cross-account allowlist bleed in multi-account setups. (#26672) Thanks @bmendonca3.
- Feishu/Send target prefixes: normalize explicit `group:`/`dm:` send targets and preserve explicit receive-id routing hints when resolving outbound Feishu targets. (#31594) Thanks @liuxiaopai-ai.
- Webchat/Feishu session continuation: preserve routable `OriginatingChannel`/`OriginatingTo` metadata from session delivery context in `chat.send`, and prefer provider-normalized channel when deciding cross-channel route dispatch so Webchat replies continue on the selected Feishu session instead of falling back to main/internal session routing. (#31573)
- Telegram/implicit mention forum handling: exclude Telegram forum system service messages (`forum_topic_*`, `general_forum_topic_*`) from reply-chain implicit mention detection so `requireMention` does not get bypassed inside bot-created topic lifecycle events. (#32262) Thanks @scoootscooob.
- Slack/inbound debounce routing: isolate top-level non-DM message debounce keys by message timestamp to avoid cross-thread collisions, preserve DM batching, and flush pending top-level buffers before immediate non-debounce follow-ups to keep ordering stable. (#31951) Thanks @scoootscooob.
- Feishu/Duplicate replies: suppress same-target reply dispatch when message-tool sends use generic provider metadata (`provider: "message"`) and normalize `lark`/`feishu` provider aliases during duplicate-target checks, preventing double-delivery in Feishu sessions. (#31526)
- Webchat/silent token leak: filter assistant `NO_REPLY`-only transcript entries from `chat.history` responses and add client-side defense-in-depth guards in the chat controller so internal silent tokens never render as visible chat bubbles. (#32015) Consolidates overlap from #32183, #32082, #32045, #32052, #32172, and #32112. Thanks @ademczuk, @liuxiaopai-ai, @ningding97, @bmendonca3, and @x4v13r1120.
- Doctor/local memory provider checks: stop false-positive local-provider warnings when `provider=local` and no explicit `modelPath` is set by honoring default local model fallback while still warning when gateway probe reports local embeddings not ready. (#32014) Fixes #31998. Thanks @adhishthite.
- Media understanding/parakeet CLI output parsing: read `parakeet-mlx` transcripts from `--output-dir/.txt` when txt output is requested (or default), with stdout fallback for non-txt formats. (#9177) Thanks @mac-110.
- Media understanding/audio transcription guard: skip tiny/empty audio files (<1024 bytes) before provider/CLI transcription to avoid noisy invalid-audio failures and preserve clean fallback behavior. (#8388) Thanks @Glucksberg.
- Gateway/Plugin HTTP route precedence: run explicit plugin HTTP routes before the Control UI SPA catch-all so registered plugin webhook/custom paths remain reachable, while unmatched paths still fall through to Control UI handling. (#31885) Thanks @Sid-Qin.
- Gateway/Node browser proxy routing: honor `profile` from `browser.request` JSON body when query params omit it, while preserving query-profile precedence when both are present. (#28852) Thanks @Sid-Qin.
- Gateway/Control UI basePath POST handling: return 405 for `POST` on exact basePath routes (for example `/openclaw`) instead of redirecting, and add end-to-end regression coverage that root-mounted webhook POST paths still pass through to plugin handlers. (#31349) Thanks @Sid-Qin.
- Browser/default profile selection: default `browser.defaultProfile` behavior now prefers `openclaw` (managed standalone CDP) when no explicit default is configured, while still auto-provisioning the `chrome` relay profile for explicit opt-in use. (#32031) Fixes #31907. Thanks @liuxiaopai-ai.
- Sandbox/mkdirp boundary checks: allow existing in-boundary directories to pass mkdirp boundary validation when directory open probes return platform-specific I/O errors, with regression coverage for directory-safe fallback behavior. (#31547) Thanks @stakeswky.
- Models/config env propagation: apply `config.env.vars` before implicit provider discovery in models bootstrap so config-scoped credentials are visible to implicit provider resolution paths. (#32295) Thanks @hsiaoa.
- Models/Codex usage labels: infer weekly secondary usage windows from reset cadence when API window seconds are ambiguously reported as 24h, so `openclaw models status` no longer mislabels weekly limits as daily. (#31938) Thanks @bmendonca3.
- Gateway/Heartbeat model reload: treat `models.*` and `agents.defaults.model` config updates as heartbeat hot-reload triggers so heartbeat picks up model changes without a full gateway restart. (#32046) Thanks @stakeswky.
- Memory/LanceDB embeddings: forward configured `embedding.dimensions` into OpenAI embeddings requests so vector size and API output dimensions stay aligned when dimensions are explicitly configured. (#32036) Thanks @scotthuang.
- Gateway/Control UI method guard: allow POST requests to non-UI routes to fall through when no base path is configured, and add POST regression coverage for fallthrough and base-path 405 behavior. (#23970) Thanks @tyler6204.
- Browser/CDP status accuracy: require a successful `Browser.getVersion` response over the CDP websocket (not just socket-open) before reporting `cdpReady`, so stale idle command channels are surfaced as unhealthy. (#23427) Thanks @vincentkoc.
- Daemon/systemd checks in containers: treat missing `systemctl` invocations (including `spawn systemctl ENOENT`/`EACCES`) as unavailable service state during `is-enabled` checks, preventing container flows from failing with `Gateway service check failed` before install/status handling can continue. (#26089) Thanks @sahilsatralkar and @vincentkoc.
- Security/Node exec approvals: revalidate approval-bound `cwd` identity immediately before execution/forwarding and fail closed with an explicit denial when `cwd` drifts after approval hardening.
- Security audit/skills workspace hardening: add `skills.workspace.symlink_escape` warning in `openclaw security audit` when workspace `skills/**/SKILL.md` resolves outside the workspace root (for example symlink-chain drift), plus docs coverage in the security glossary.
- Security/Node exec approvals: preserve shell/dispatch-wrapper argv semantics during approval hardening so approved wrapper commands (for example `env sh -c ...`) cannot drift into a different runtime command shape, and add regression coverage for both approval-plan generation and approved runtime execution paths. Thanks @tdjackey for reporting.
- Security/fs-safe write hardening: make `writeFileWithinRoot` use same-directory temp writes plus atomic rename, add post-write inode/hardlink revalidation with security warnings on boundary drift, and avoid truncating existing targets when final rename fails.
- Security/Skills archive extraction: unify tar extraction safety checks across tar.gz and tar.bz2 install flows, enforce tar compressed-size limits, and fail closed if tar.bz2 archives change between preflight and extraction to prevent bypasses of entry-type/size guardrails. Thanks @GCXWLP for reporting.
- Security/Prompt spoofing hardening: stop injecting queued runtime events into user-role prompt text, route them through trusted system-prompt context, and neutralize inbound spoof markers like `[System Message]` and line-leading `System:` in untrusted message content. (#30448)
- Sandbox/Docker setup command parsing: accept `agents.*.sandbox.docker.setupCommand` as either a string or a string array, and normalize arrays to newline-delimited shell scripts so multi-step setup commands no longer concatenate without separators. (#31953) Thanks @liuxiaopai-ai.
- Sandbox/Bootstrap context boundary hardening: reject symlink/hardlink alias bootstrap seed files that resolve outside the source workspace and switch post-compaction `AGENTS.md` context reads to boundary-verified file opens, preventing host file content from being injected via workspace aliasing. Thanks @tdjackey for reporting.
- Agents/Sandbox workdir mapping: map container workdir paths (for example `/workspace`) back to the host workspace before sandbox path validation so exec requests keep the intended directory in containerized runs instead of falling back to an unavailable host path. (#31841) Thanks @liuxiaopai-ai.
- Docker/Sandbox bootstrap hardening: make `OPENCLAW_SANDBOX` opt-in parsing explicit (`1|true|yes|on`), support custom Docker socket paths via `OPENCLAW_DOCKER_SOCKET`, defer docker.sock exposure until sandbox prerequisites pass, and reset/roll back persisted sandbox mode to `off` when setup is skipped or partially fails to avoid stale broken sandbox state. (#29974) Thanks @jamtujest and @vincentkoc.
- Hooks/webhook ACK compatibility: return `200` (instead of `202`) for successful `/hooks/agent` requests so providers that require `200` (for example Forward Email) accept dispatched agent hook deliveries. (#28204) Thanks @Glucksberg.
- Feishu/Run channel fallback: prefer `Provider` over `Surface` when inferring queued run `messageProvider` fallback (when `OriginatingChannel` is missing), preventing Feishu turns from being mislabeled as `webchat` in mixed relay metadata contexts. (#31880) Fixes #31859. Thanks @liuxiaopai-ai.
- Skills/sherpa-onnx-tts: run the `sherpa-onnx-tts` bin under ESM (replace CommonJS `require` imports) and add regression coverage to prevent `require is not defined in ES module scope` startup crashes. (#31965) Thanks @bmendonca3.
- Inbound metadata/direct relay context: restore direct-channel conversation metadata blocks for external channels (for example WhatsApp) while preserving webchat-direct suppression, so relay agents recover sender/message identifiers without reintroducing internal webchat metadata noise. (#31969) Fixes #29972. Thanks @Lucenx9.
- Slack/Channel message subscriptions: register explicit `message.channels` and `message.groups` monitor handlers (alongside generic `message`) so channel/group event subscriptions are consumed even when Slack dispatches typed message event names. Fixes #31674.
- Hooks/session-scoped memory context: expose ephemeral `sessionId` in embedded plugin tool contexts and `before_tool_call`/`after_tool_call` hook contexts (including compaction and client-tool wiring) so plugins can isolate per-conversation state across `/new` and `/reset`. Related #31253 and #31304. Thanks @Sid-Qin and @Servo-AIpex.
- Voice-call/Twilio inbound greeting: run answered-call initial notify greeting for Twilio instead of skipping the manager speak path, with regression coverage for both Twilio and Plivo notify flows. (#29121) Thanks @xinhuagu.
- Voice-call/stale call hydration: verify active calls with the provider before loading persisted in-progress calls so stale locally persisted records do not block or misroute new call handling after restarts. (#4325) Thanks @garnetlyx.
- Feishu/File upload filenames: percent-encode non-ASCII/special-character `file_name` values in Feishu multipart uploads so Chinese/symbol-heavy filenames are sent as proper attachments instead of plain text links. (#31179) Thanks @Kay-051.
- Media/MIME channel parity: route Telegram/Signal/iMessage media-kind checks through normalized `kindFromMime` so mixed-case/parameterized MIME values classify consistently across message channels.
- WhatsApp/inbound self-message context: propagate inbound `fromMe` through the web inbox pipeline and annotate direct self messages as `(self)` in envelopes so agents can distinguish owner-authored turns from contact turns. (#32167) Thanks @scoootscooob.
- Webchat/stream finalization: persist streamed assistant text when final events omit `message`, while keeping final payload precedence and skipping empty stream buffers to prevent disappearing replies after tool turns. (#31920) Thanks @Sid-Qin.
- Feishu/Inbound ordering: serialize message handling per chat while preserving cross-chat concurrency to avoid same-chat race drops under bursty inbound traffic. (#31807)
- Feishu/Typing notification suppression: skip typing keepalive reaction re-adds when the indicator is already active, preventing duplicate notification pings from repeated identical emoji adds. (#31580)
- Feishu/Probe failure backoff: cache API and timeout probe failures for one minute per account key while preserving abort-aware probe timeouts, reducing repeated health-check retries during transient credential/network outages. (#29970)
- Feishu/Streaming block fallback: preserve markdown block stream text as final streaming-card content when final payload text is missing, while still suppressing non-card internal block chunk delivery. (#30663)
- Feishu/Bitable API errors: unify Feishu Bitable tool error handling with structured `LarkApiError` responses and consistent API/context attribution across wiki/base metadata, field, and record operations. (#31450)
- Feishu/Missing-scope grant URL fix: rewrite known invalid scope aliases (`contact:contact.base:readonly`) to valid scope names in permission grant links, so remediation URLs open with correct Feishu consent scopes. (#31943)
- BlueBubbles/Message metadata: harden send response ID extraction, include sender identity in DM context, and normalize inbound `message_id` selection to avoid duplicate ID metadata. (#23970) Thanks @tyler6204.
- WebChat/markdown tables: ensure GitHub-flavored markdown table parsing is explicitly enabled at render time and add horizontal overflow handling for wide tables, with regression coverage for table-only and mixed text+table content. (#32365) Thanks @BlueBirdBack.
- Feishu/default account resolution: always honor explicit `channels.feishu.defaultAccount` during outbound account selection (including top-level-credential setups where the preferred id is not present in `accounts`), instead of silently falling back to another account id. (#32253) Thanks @bmendonca3.
- Feishu/Sender lookup permissions: suppress user-facing grant prompts for stale non-existent scope errors (`contact:contact.base:readonly`) during best-effort sender-name resolution so inbound messages continue without repeated false permission notices. (#31761)
- Discord/dispatch + Slack formatting: restore parallel outbound dispatch across Discord channels with per-channel queues while preserving in-channel ordering, and run Slack preview/stream update text through mrkdwn normalization for consistent formatting. (#31927) Thanks @Sid-Qin.
- Feishu/Inbound debounce: debounce rapid same-chat sender bursts into one ordered dispatch turn, skip already-processed retries when composing merged text, and preserve bot-mention intent across merged entries to reduce duplicate or late inbound handling. (#31548)
- Tests/Sandbox + archive portability: use junction-compatible directory-link setup on Windows and explicit file-symlink platform guards in symlink escape tests where unprivileged file symlinks are unavailable, reducing false Windows CI failures while preserving traversal checks on supported paths. (#28747) Thanks @arosstale.
- Browser/Extension re-announce reliability: keep relay state in `connecting` when re-announce forwarding fails and extend debugger re-attach retries after navigation to reduce false attached states and post-nav disconnect loops. (#27630) Thanks @markmusson.
- Browser/Act request compatibility: accept legacy flattened `action="act"` params (`kind/ref/text/...`) in addition to `request={...}` so browser act calls no longer fail with `request required`. (#15120) Thanks @vincentkoc.
- OpenRouter/x-ai compatibility: skip `reasoning.effort` injection for `x-ai/*` models (for example Grok) so OpenRouter requests no longer fail with invalid-arguments errors on unsupported reasoning params. (#32054) Thanks @scoootscooob.
- Models/openai-completions developer-role compatibility: force `supportsDeveloperRole=false` for non-native endpoints, treat unparseable `baseUrl` values as non-native, and add regression coverage for empty/malformed baseUrl plus explicit-true override behavior. (#29479) thanks @akramcodez.
- Browser/Profile attach-only override: support `browser.profiles..attachOnly` (fallback to global `browser.attachOnly`) so loopback proxy profiles can skip local launch/port-ownership checks without forcing attach-only mode for every profile. (#20595) Thanks @unblockedgamesstudio and @vincentkoc.
- Sessions/Lock recovery: detect recycled Linux PIDs by comparing lock-file `starttime` with `/proc//stat` starttime, so stale `.jsonl.lock` files are reclaimed immediately in containerized PID-reuse scenarios while preserving compatibility for older lock files. (#26443) Fixes #27252. Thanks @HirokiKobayashi-R and @vincentkoc.
- Cron/isolated delivery target fallback: remove early unresolved-target return so cron delivery can flow through shared outbound target resolution (including per-channel `resolveDefaultTo` fallback) when `delivery.to` is omitted. (#32364) Thanks @hclsys.
- OpenAI media capabilities: include `audio` in the OpenAI provider capability list so audio transcription models are eligible in media-understanding provider selection. (#12717) Thanks @openjay.
- Browser/Managed tab cap: limit loopback managed `openclaw` page tabs to 8 via best-effort cleanup after tab opens to reduce long-running renderer buildup while preserving attach-only and remote profile behavior. (#29724) Thanks @pandego.
- Docker/Image health checks: add Dockerfile `HEALTHCHECK` that probes gateway `GET /healthz` so container runtimes can mark unhealthy instances without requiring auth credentials in the probe command. (#11478) Thanks @U-C4N and @vincentkoc.
- Gateway/Node dangerous-command parity: include `sms.send` in default onboarding node `denyCommands`, share onboarding deny defaults with the gateway dangerous-command source of truth, and include `sms.send` in phone-control `/phone arm writes` handling so SMS follows the same break-glass flow as other dangerous node commands. Thanks @zpbrent.
- Pairing/AllowFrom account fallback: handle omitted `accountId` values in `readChannelAllowFromStore` and `readChannelAllowFromStoreSync` as `default`, while preserving legacy unscoped allowFrom merges for default-account flows. Thanks @Sid-Qin and @vincentkoc.
- Browser/Remote CDP ownership checks: skip local-process ownership errors for non-loopback remote CDP profiles when HTTP is reachable but the websocket handshake fails, and surface the remote websocket attach/retry path instead. (#15582) Landed from contributor (#28780) Thanks @stubbi, @bsormagec, @unblockedgamesstudio and @vincentkoc.
- Browser/CDP proxy bypass: force direct loopback agent paths and scoped `NO_PROXY` expansion for localhost CDP HTTP/WS connections when proxy env vars are set, so browser relay/control still works behind global proxy settings. (#31469) Thanks @widingmarcus-cyber.
- Sessions/idle reset correctness: preserve existing `updatedAt` during inbound metadata-only writes so idle-reset boundaries are not unintentionally refreshed before actual user turns. (#32379) Thanks @romeodiaz.
- Sessions/lock recovery: reclaim orphan legacy same-PID lock files missing `starttime` when no in-process lock ownership exists, avoiding false lock timeouts after PID reuse while preserving active lock safety checks. (#32081) Thanks @bmendonca3.
- Sessions/store cache invalidation: reload cached session stores when file size changes within the same mtime tick by keying cache validation on a single file-stat snapshot (`mtimeMs` + `sizeBytes`), with regression coverage for same-tick rewrites. (#32191) Thanks @jalehman.
- Agents/Subagents `sessions_spawn`: reject malformed `agentId` inputs before normalization (for example error-message/path-like strings) to prevent unintended synthetic agent IDs and ghost workspace/session paths; includes strict validation regression coverage. (#31381) Thanks @openperf.
- CLI/installer Node preflight: enforce Node.js `v22.12+` consistently in both `openclaw.mjs` runtime bootstrap and installer active-shell checks, with actionable nvm recovery guidance for mismatched shell PATH/defaults. (#32356) Thanks @jasonhargrove.
- Web UI/config form: support SecretInput string-or-secret-ref unions in map `additionalProperties`, so provider API key fields stay editable instead of being marked unsupported. (#31866) Thanks @ningding97.
- Auto-reply/inline command cleanup: preserve newline structure when stripping inline `/status` and extracting inline slash commands by collapsing only horizontal whitespace, preventing paragraph flattening in multi-line replies. (#32224) Thanks @scoootscooob.
- Config/raw redaction safety: preserve non-sensitive literals during raw redaction round-trips, scope SecretRef redaction to secret IDs (not structural fields like `source`/`provider`), and fall back to structured raw redaction when text replacement cannot restore the original config shape. (#32174) Thanks @bmendonca3.
- Hooks/runtime stability: keep the internal hook handler registry on a `globalThis` singleton so hook registration/dispatch remains consistent when bundling emits duplicate module copies. (#32292) Thanks @Drickon.
- Hooks/after_tool_call: include embedded session context (`sessionKey`, `agentId`) and fire the hook exactly once per tool execution by removing duplicate adapter-path dispatch in embedded runs. (#32201) Thanks @jbeno, @scoootscooob, @vincentkoc.
- Hooks/tool-call correlation: include `runId` and `toolCallId` in plugin tool hook payloads/context and scope tool start/adjusted-param tracking by run to prevent cross-run collisions in `before_tool_call` and `after_tool_call`. (#32360) Thanks @vincentkoc.
- Plugins/install diagnostics: reject legacy plugin package shapes without `openclaw.extensions` and return an explicit upgrade hint with troubleshooting docs for repackaging. (#32055) Thanks @liuxiaopai-ai.
- Hooks/plugin context parity: ensure `llm_input` hooks in embedded attempts receive the same `trigger` and `channelId`-aware `hookCtx` used by the other hook phases, preserving channel/trigger-scoped plugin behavior. (#28623) Thanks @davidrudduck and @vincentkoc.
- Plugins/hardlink install compatibility: allow bundled plugin manifests and entry files to load when installed via hardlink-based package managers (`pnpm`, `bun`) while keeping hardlink rejection enabled for non-bundled plugin sources. (#32119) Fixes #28175, #28404, #29455. Thanks @markfietje.
- Cron/session reaper reliability: move cron session reaper sweeps into `onTimer` `finally` and keep pruning active even when timer ticks fail early (for example cron store parse failures), preventing stale isolated run sessions from accumulating indefinitely. (#31996) Fixes #31946. Thanks @scoootscooob.
- Cron/HEARTBEAT_OK summary leak: suppress fallback main-session enqueue for heartbeat/internal ack summaries in isolated announce mode so `HEARTBEAT_OK` noise never appears in user chat while real summaries still forward. (#32093) Thanks @scoootscooob.
- Authentication: classify `permission_error` as `auth_permanent` for profile fallback. (#31324) Thanks @Sid-Qin.
- Agents/host edit reliability: treat host edit-tool throws as success only when on-disk post-check confirms replacement likely happened (`newText` present and `oldText` absent), preventing false failure reports while avoiding pre-write false positives. (#32383) Thanks @polooooo.
- Plugins/install fallback safety: resolve bare install specs to bundled plugin ids before npm lookup (for example `diffs` -> bundled `@openclaw/diffs`), keep npm fallback limited to true package-not-found errors, and continue rejecting non-plugin npm packages that fail manifest validation. (#32096) Thanks @scoootscooob.
- Web UI/inline code copy fidelity: disable forced mid-token wraps on inline `` spans so copied UUID/hash/token strings preserve exact content instead of inserting line-break spaces. (#32346) Thanks @hclsys.
- Restart sentinel formatting: avoid duplicate `Reason:` lines when restart message text already matches `stats.reason`, keeping restart notifications concise for users and downstream parsers. (#32083) Thanks @velamints2.
- Auto-reply/followup queue: avoid stale callback reuse across idle-window restarts by caching the followup runner only when a drain actually starts, preserving enqueue ordering after empty-finalize paths. (#31902) Thanks @Lanfei.
- Agents/tool-result guard: always clear pending tool-call state on interruptions even when synthetic tool results are disabled, preventing orphaned tool-use transcripts that cause follow-up provider request failures. (#32120) Thanks @jnMetaCode.
- Failover/error classification: treat HTTP `529` (provider overloaded, common with Anthropic-compatible APIs) as `rate_limit` so model failover can engage instead of misclassifying the error path. (#31854) Thanks @bugkill3r.
- Logging: use local time for logged timestamps instead of UTC, aligning log output with documented local timezone behavior and avoiding confusion during local diagnostics. (#28434) Thanks @liuy.
- Agents/Subagent announce cleanup: keep completion-message runs pending while descendants settle, add a 30 minute hard-expiry backstop to avoid indefinite pending state, and keep retry bookkeeping resumable across deferred wakes. (#23970) Thanks @tyler6204.
- Secrets/exec resolver timeout defaults: use provider `timeoutMs` as the default inactivity (`noOutputTimeoutMs`) watchdog for exec secret providers, preventing premature no-output kills for resolvers that start producing output after 2s. (#32235) Thanks @bmendonca3.
- Auto-reply/reminder guard note suppression: when a turn makes reminder-like commitments but schedules no new cron jobs, suppress the unscheduled-reminder warning note only if an enabled cron already exists for the same session; keep warnings for unrelated sessions, disabled jobs, or unreadable cron store paths. (#32255) Thanks @scoootscooob.
- Cron/isolated announce heartbeat suppression: treat multi-payload runs as skippable when any payload is a heartbeat ack token and no payload has media, preventing internal narration + trailing `HEARTBEAT_OK` from being delivered to users. (#32131) Thanks @adhishthite.
- Cron/store migration: normalize legacy cron jobs with string `schedule` and top-level `command`/`timeout` fields into canonical schedule/payload/session-target shape on load, preventing schedule-error loops on old persisted stores. (#31926) Thanks @bmendonca3.
- Tests/Windows backup rotation: skip chmod-only backup permission assertions on Windows while retaining compose/rotation/prune coverage across platforms to avoid false CI failures from Windows non-POSIX mode semantics. (#32286) Thanks @jalehman.
- Tests/Subagent announce: set `OPENCLAW_TEST_FAST=1` before importing `subagent-announce` format suites so module-level fast-mode constants are captured deterministically on Windows CI, preventing timeout flakes in nested completion announce coverage. (#31370) Thanks @zwffff.

二、核心亮点解析

1. PDF分析工具:新增原生PDF工具,支持Anthropic和Google PDF提供商,文档解析从未如此简单。

2. Secrets管理升级:SecretRef支持扩展到64个凭证表面,企业级用户福音。

3. Telegram优化:流式预览默认启用,新用户开箱即用。

4. 健康检查端点:新增/health、/healthz等端点,容器部署更便捷。

三、关于OpenClaw

OpenClaw 是一个可以在自有设备上运行的个人AI助手。它支持20+种通讯平台,包括微信、Telegram、Discord、Slack、飞书等。

最大的特点是——数据本地存储,隐私有保障!

主要特性

  • 🔗 多平台支持:覆盖主流通讯工具
  • 📱 跨设备运行:macOS/iOS/Android
  • 🎨 实时Canvas:可交互视觉界面
  • 🎙️ 语音交互:支持语音对话
  • 🔒 本地部署:数据完全自主可控

🚀 访问 OpenClaw 官网 →

如果你对AI助手感兴趣,不妨试试OpenClaw,相信它会给你带来惊喜!

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