| 2026-03-15T10:25:07.403Z | message | assistant | - | - | [[reply_to_current]] 如果你要接入的是**火山引擎上的 mem0 服务**，最实际的做法不是改几行 OpenClaw 配置，而是： **把它当成一个外部记忆后端，给 OpenClaw 写一个自定义 memory 插件。** 你当前这台 OpenClaw 里还**没有启用任何 `plugins.slots.memory`**，也没有现成的 `mem0` 配置入口，所以操作顺序建议这样走： ### 1）先把火山侧 mem0 准备好 你至少要拿到这几个东西： - `baseUrl`：mem0 的接口地址 - 鉴权信息：`apiKey` / AK-SK / token - 命名空间信息：比如 `projectId` / `tenantId` / `appId` - 最好确认 OpenClaw 所在机器能访问这个地址 如果 mem0 是你部署在火山 ECS / 容器服务里的，**优先走内网/VPC 地址**，别先暴露公网。 ### 2）给 OpenClaw 写一个插件，比如 `memory-mem0` 建议目录放这里： ```bash ~/.openclaw/extensions/memory-mem0/ ``` 里面至少有： ```bash openclaw.plugin.json package.json src/index.ts ``` 这个插件要做两件核心事： - **召回**：把 OpenClaw 的记忆检索请求转给 mem0 - **写入**：把用户资料、事实、偏好、任务结论等写进 mem0 建议你在 mem0 里按这些维度打标签： - `agent... |
| 2026-03-15T10:24:21.613Z | tool_event | toolResult | tool | - | ou can define custom tools in the frontmatter or instruct the agent to use existing system tools (like `bash` or `browser`).\n/usr/lib/node_modules/openclaw/docs/tools/browser.md:49:- `user`: built-in Chrome MCP attach profile for your **real signed-in Chrome**\n/usr/lib/node_modules/openclaw/docs/tools/browser.md:124:- `driver: \"existing-session\"` uses Chrome DevTools MCP instead of raw CDP. Do\n/usr/lib/node_modules/openclaw/docs/tools/browser.md:290:- **existing session**: your existing Chrome profile via Chrome DevTools MCP auto-connect\n/usr/lib/node_modules/openclaw/docs/tools/browser.md:333:- Chrome → `chrome://extensions` → enable “Developer mode”\n/usr/lib/node_modules/openclaw... |
| 2026-03-15T10:23:48.191Z | tool_event | toolResult | tool | - | Command still running (session good-glade, pid 75162). Use process (list/poll/log/write/kill/clear/remove) for follow-up. |
| 2026-03-15T10:23:47.105Z | message | assistant | - | - | 收到，我先确认一下本机有没有内置 `memory-lancedb` 的实现位置，这样我能直接告诉你应该照着哪套插件结构改。 |
| 2026-03-15T10:23:10.827Z | message | user | - | - | System: [2026-03-15 18:23:10 GMT+8] Feishu[default] DM | ou_690697560750c62aa78b95a0a44d6f58 [msg:om_x100b545cc6171cacc4f576abf4f66a8] Conversation info (untrusted metadata): ```json { "message_id": "om_x100b545cc6171cacc4f576abf4f66a8", "sender_id": "ou_690697560750c62aa78b95a0a44d6f58", "sender": "ou_690697560750c62aa78b95a0a44d6f58", "timestamp": "Sun 2026-03-15 18:23 GMT+8" } ``` Sender (untrusted metadata): ```json { "label": "ou_690697560750c62aa78b95a0a44d6f58", "id": "ou_690697560750c62aa78b95a0a44d6f58", "name": "ou_690697560750c62aa78b95a0a44d6f58" } ``` 我希望接入火山引擎的 mem0 应该怎么操作 |
| 2026-03-15T10:20:35.320Z | message | assistant | - | - | [[reply_to_current]] 结论先说：**OpenClaw 目前没有我能确认到的“原生 mem0 接入配置”**。我刚查了本机 OpenClaw 的文档、代码和配置入口，都没看到 `mem0` 的现成支持；官方现成的记忆方案是： - `Memory (Core)`：默认文件/检索型记忆 - `Memory (LanceDB)`：内置长期记忆插件，配置方式是把 `plugins.slots.memory` 设成 `"memory-lancedb"` 所以你如果是想“给 OpenClaw 上一个外部长期记忆库”，现在有两条路： ### 方案 1：直接用官方的 LanceDB 这是**最稳**的。 适合你只是想增强长期记忆、搜索召回，不执着必须是 mem0。 大概方向是： ```json { "plugins": { "slots": { "memory": "memory-lancedb" } } } ``` 然后按它的插件配置再补 `plugins.entries.memory-lancedb.config`。 ### 方案 2：自己做一个 mem0 插件/桥接层 这是**定制开发**路线。 思路是： 1. 写一个 OpenClaw 插件，比如 `memory-mem0` 2. 在插件里调用 mem0 的 API / SDK 3. 把 OpenClaw 的记忆写入、检索请求，转给 mem0 4. 再把配置切到： ```json { "plugins": { "slots": { "memory": "memory-mem0" }, "entries": { "... |
| 2026-03-15T10:20:10.229Z | tool_event | toolResult | tool | - | { "ok": true, "result": { "path": "/root/.openclaw/openclaw.json", "exists": true, "raw": "{\n meta: {\n lastTouchedVersion: '2026.3.13',\n lastTouchedAt: '2026-03-14T20:55:25.234Z',\n },\n wizard: {\n lastRunAt: '2026-03-12T16:33:37.149Z',\n lastRunVersion: '2026.3.11',\n lastRunCommand: 'onboard',\n lastRunMode: 'local',\n },\n browser: {\n executablePath: '/usr/bin/google-chrome',\n headless: true,\n noSandbox: true,\n defaultProfile: 'openclaw',\n },\n auth: {\n profiles: {\n 'minimax-portal:default': {\n provider: 'minimax-portal',\n mode: 'oauth',\n },\n },\n },\n models: {\n mode: 'merge',\n providers: {\n gmn: {\n baseUrl: 'https://cdn.gmncode.cn/v1',\n apiKey: '__OPENCLAW_REDACTE... |
| 2026-03-15T10:20:09.904Z | message | assistant | - | - | **Inspecting gateway configuration** I’m thinking about inspecting the actual value in the gateway configuration, specifically looking at the `config.get` path. It seems like a logical step to take since this could give me the details I need. I wonder if accessing this path will clarify what’s going on. It's always important to double-check the existing configurations to ensure everything is set up correctly. Let’s see what information that provides! |
| 2026-03-15T10:20:03.458Z | tool_event | toolResult | tool | - | { "ok": true, "result": { "path": "plugins.slots.memory", "schema": { "type": "string" }, "hint": { "label": "Memory Plugin", "help": "Select the active memory plugin by id, or \"none\" to disable memory plugins.", "tags": [ "advanced" ] }, "hintPath": "plugins.slots.memory", "children": [] } } |
| 2026-03-15T10:19:54.384Z | tool_event | toolResult | tool | - | - `plugins.allow` trusts **plugin ids**, not source provenance. - A workspace plugin with the same id as a bundled plugin intentionally shadows the bundled copy when that workspace plugin is enabled/allowlisted. - This is normal and useful for local development, patch testing, and hotfixes. ## Available plugins (official) - Microsoft Teams is plugin-only as of 2026.1.15; install `@openclaw/msteams` if you use Teams. - Memory (Core) — bundled memory search plugin (enabled by default via `plugins.slots.memory`) - Memory (LanceDB) — bundled long-term memory plugin (auto-recall/capture; set `plugins.slots.memory = "memory-lancedb"`) - [Voice Call](/plugins/voice-call) — `@openclaw/voice-call`... |
| 2026-03-15T10:19:54.278Z | message | assistant | - | - | **Exploring memory plugin usage** I need to check the plugin documentation regarding Memory, specifically LanceDB. My answer should mention that the built-in long-term memory plugin utilizes LanceDB rather than mem0. I'll focus on reading the relevant section around lines 95-100, which might be enough to get the information I need. It seems appropriate to use the read tool to access that part of the documentation. |
| 2026-03-15T10:19:46.594Z | tool_event | toolResult | tool | - | --- plugin/mcp docs --- /usr/lib/node_modules/openclaw/docs/experiments/onboarding-config-protocol.md:27: - `path` accepts standard config segments plus slash-delimited plugin ids, for example `plugins.entries.pack/one.config`. /usr/lib/node_modules/openclaw/docs/experiments/plans/acp-thread-bound-agents.md:2:summary: "Integrate ACP coding agents via a first-class ACP control plane in core and plugin-backed runtimes (acpx first)" /usr/lib/node_modules/openclaw/docs/experiments/plans/acp-thread-bound-agents.md:36: - first backend is an acpx-backed plugin service /usr/lib/node_modules/openclaw/docs/experiments/plans/acp-thread-bound-agents.md:40:OpenClaw should not rely on a pure plugin-onl... |
| 2026-03-15T10:19:46.502Z | message | assistant | - | - | **Exploring memory options** It looks like there's currently no direct support for a memory tool here. I think I need to verify the plugin registry or check the documentation for anything related to a memory plugin. I'll search the configuration schema for any plugins that could allow installation of a memory option. The user is asking how OpenClaw can connect to the mem0 memory library, so I should explain there are a few potential routes for that integration. I’ll avoid fabricating any details while I look. **Searching for MCP documentation** I’m going to look through the local documentation to find information about MCP. It seems important to understand its features and how it works si... |
| 2026-03-15T10:19:34.033Z | tool_event | toolResult | tool | - | { "ok": true, "result": { "path": "/root/.openclaw/openclaw.json", "exists": true, "raw": "{\n meta: {\n lastTouchedVersion: '2026.3.13',\n lastTouchedAt: '2026-03-14T20:55:25.234Z',\n },\n wizard: {\n lastRunAt: '2026-03-12T16:33:37.149Z',\n lastRunVersion: '2026.3.11',\n lastRunCommand: 'onboard',\n lastRunMode: 'local',\n },\n browser: {\n executablePath: '/usr/bin/google-chrome',\n headless: true,\n noSandbox: true,\n defaultProfile: 'openclaw',\n },\n auth: {\n profiles: {\n 'minimax-portal:default': {\n provider: 'minimax-portal',\n mode: 'oauth',\n },\n },\n },\n models: {\n mode: 'merge',\n providers: {\n gmn: {\n baseUrl: 'https://cdn.gmncode.cn/v1',\n apiKey: '__OPENCLAW_REDACTE... |
| 2026-03-15T10:19:33.734Z | message | assistant | - | - | **Considering memory configuration** I’m trying to figure out how to inspect the actual config for the memory plugin. I need to check the current values. Should I use `gateway config.get`? It might return all data, but I'm curious if there's a way to limit it to a relevant subtree. Can I get it to support path options? I think I’ll try using `config.get` with a path to narrow down the results. Let's see how that goes! |
| 2026-03-15T10:19:25.553Z | tool_event | toolResult | tool | - | { "ok": true, "result": { "path": "plugins.entries.memory.config", "schema": { "type": "object" }, "hint": { "label": "Plugin Config", "help": "Plugin-defined configuration payload interpreted by that plugin's own schema and validation rules. Use only documented fields from the plugin to prevent ignored or invalid settings.", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.*.config", "children": [ { "key": "*", "path": "plugins.entries.memory.config.*", "required": false, "hasChildren": false } ] } } |
| 2026-03-15T10:19:18.890Z | tool_event | toolResult | tool | - | { "ok": true, "result": { "path": "plugins.entries.memory", "schema": { "type": "object", "additionalProperties": false }, "children": [ { "key": "enabled", "path": "plugins.entries.memory.enabled", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Plugin Enabled", "help": "Per-plugin enablement override for a specific entry, applied on top of global plugin policy (restart required). Use this to stage plugin rollout gradually across environments.", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.*.enabled" }, { "key": "hooks", "path": "plugins.entries.memory.hooks", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Plugin Ho... |
| 2026-03-15T10:19:18.655Z | message | assistant | - | - | **Inspecting config schema** I need to inspect the config schema, as it might help me understand the relevant memory path. I should search for schema lookups related to memory and consider paths like "memory" or "plugins.entries.memory." Maybe the openclaw config has memory plugin entries. Before I answer questions about config fields, I should definitely use the gateway.schema lookup, focusing on paths such as "plugins.entries" and "plugins.entries.memory." I need to clarify the specifics. |
| 2026-03-15T10:19:11.661Z | tool_event | toolResult | tool | - | * [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object) /root/.openclaw/node_modules/openai/resources/vector-stores/file-batches.d.ts:128: * the vector store should use. Useful for tools like `file_search` that can access /root/.openclaw/node_modules/openai/resources/vector-stores/file-batches.d.ts:147: * vector store should use. Useful for tools like `file_search` that can access /root/.openclaw/node_modules/openai/resources/vector-stores/file-batches.d.ts:170: * The ID of the vector store that the file batch belongs to. /root/.openclaw/node_modules/openai/resources/vector-stores/file-batches.d.ts:176: * The ID of the vector store that the file batch belongs... |
| 2026-03-15T10:19:05.672Z | tool_event | toolResult | tool | - | ieval + temporal queries (even without full knowledge graphs) /root/.openclaw/skills/ontology/SKILL.md:3:description: Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linking related objects, enforcing constraints, planning multi-step actions as graph transformations, or when skills need to share state. Trigger on "remember", "what do I know about", "link X to Y", "show dependencies", entity CRUD, or cross-skill data access. /root/.openclaw/node_modules/qified/README.md:43:// Create a new Qified instance with a memory provider /root/.openclaw/node_modules/openai/CHANGELOG.md:1780:* **type... |
| 2026-03-15T10:18:32.471Z | tool_event | toolResult | tool | - | Command still running (session sharp-falcon, pid 74975). Use process (list/poll/log/write/kill/clear/remove) for follow-up. |
| 2026-03-15T10:18:31.406Z | message | assistant | - | - | 收到，我先查一下本机 OpenClaw 文档和配置里有没有现成的 mem0 接法，再给你最稳的方案。 |
| 2026-03-15T10:18:17.404Z | message | user | - | - | System: [2026-03-15 18:18:16 GMT+8] Feishu[default] DM | ou_690697560750c62aa78b95a0a44d6f58 [msg:om_x100b545c38b134a0c364d456258f7e9] Conversation info (untrusted metadata): ```json { "message_id": "om_x100b545c38b134a0c364d456258f7e9", "sender_id": "ou_690697560750c62aa78b95a0a44d6f58", "sender": "ou_690697560750c62aa78b95a0a44d6f58", "timestamp": "Sun 2026-03-15 18:18 GMT+8" } ``` Sender (untrusted metadata): ```json { "label": "ou_690697560750c62aa78b95a0a44d6f58", "id": "ou_690697560750c62aa78b95a0a44d6f58", "name": "ou_690697560750c62aa78b95a0a44d6f58" } ``` 请问我应该如何让 openclaw 接入 mem0 记忆库 |
| 2026-03-15T09:21:28.568Z | message | assistant | - | - | [[reply_to_current]] 可以，按你现在这套 Docker 部署，最稳的更新方式是这几个步骤。 先说关键点：你当前目录里有 3 个本地补的部署文件，不在 GitHub 仓库里： - `Dockerfile` - `docker-compose.yml` - `.dockerignore` 所以更新前，先备份一下这些文件，再拉最新代码。 ```bash cd /root/openclaw-control-center # 1) 备份本地部署文件 mkdir -p /root/openclaw-control-center-backup cp -f .env Dockerfile docker-compose.yml .dockerignore /root/openclaw-control-center-backup/ # 2) 拉取 GitHub 最新代码 git fetch origin git pull --ff-only origin main # 3) 用新代码重建并启动容器 docker compose down docker compose up -d --build # 4) 验证 docker ps --filter name=openclaw-control-center curl http://127.0.0.1:4310/healthz ``` 如果你想看这次 GitHub 到底更新了什么，可以在 `git pull` 前先看： ```bash git fetch origin git log --oneline HEAD..origi... |
| 2026-03-15T09:20:56.472Z | tool_event | toolResult | tool | - | --- git status --- ?? .dockerignore ?? Dockerfile ?? docker-compose.yml --- branch & remote --- main origin https://github.com/TianyiDataScience/openclaw-control-center (fetch) origin https://github.com/TianyiDataScience/openclaw-control-center (push) --- local docker files --- -rw-r--r-- 1 root root 41 Mar 15 17:10 .dockerignore -rw-r--r-- 1 root root 344 Mar 15 17:08 .env -rw-r--r-- 1 root root 265 Mar 15 17:10 Dockerfile -rw-r--r-- 1 root root 369 Mar 15 17:08 docker-compose.yml --- latest local commit --- ab90fe6 Fix UI insights and live usage status |
| 2026-03-15T09:20:46.924Z | tool_event | toolResult | tool | - | { "results": [], "provider": "none", "citations": "auto", "mode": "fts-only" } |
| 2026-03-15T09:20:46.857Z | message | assistant | - | - | 收到，我先看一下当前这个仓库的本地状态，给你一套最稳的更新步骤。 |
| 2026-03-15T09:20:26.931Z | message | user | - | - | System: [2026-03-15 17:20:25 GMT+8] Feishu[default] DM | ou_690697560750c62aa78b95a0a44d6f58 [msg:om_x100b5453d3b284a4c376cd5363a550e] Conversation info (untrusted metadata): ```json { "message_id": "om_x100b5453d3b284a4c376cd5363a550e", "sender_id": "ou_690697560750c62aa78b95a0a44d6f58", "sender": "ou_690697560750c62aa78b95a0a44d6f58", "timestamp": "Sun 2026-03-15 17:20 GMT+8" } ``` Sender (untrusted metadata): ```json { "label": "ou_690697560750c62aa78b95a0a44d6f58", "id": "ou_690697560750c62aa78b95a0a44d6f58", "name": "ou_690697560750c62aa78b95a0a44d6f58" } ``` 如果我需要根据 github 的最新代码，并更新，应该怎么操作 |
| 2026-03-15T09:13:25.206Z | message | assistant | - | - | NO_REPLY |
| 2026-03-15T09:13:05.710Z | tool_event | toolResult | tool | - | { "ok": true, "messageId": "om_x100b5453cf349d38c2be866cb1dc89c", "chatId": "oc_f5ebdad9a7bb7984c9115b761b160ad2" } |
| 2026-03-15T09:13:05.684Z | message | assistant | - | - | 装好了。 我已经把项目部署到 `/root/openclaw-control-center`，补了 Docker 启动文件并用 Docker 跑起来了。 当前状态： - 容器名：`openclaw-control-center` - 端口：`4310` - 本机访问：`http://127.0.0.1:4310/?section=overview&lang=zh` - 运行方式：只读安全模式，已连接宿主机 OpenClaw Gateway（`ws://host.docker.internal:18789`） 我已经验证过： - `docker compose build` 通过 - 容器内 `npm run build` 通过 - 容器内 `npm test` 102/102 通过 - 容器内 `npm run smoke:ui` 通过 - `http://127.0.0.1:4310/healthz` 返回正常 常用命令： - 启动：`cd /root/openclaw-control-center && docker compose up -d` - 查看日志：`cd /root/openclaw-control-center && docker compose logs -f` - 停止：`cd /root/openclaw-control-center && docker compose down` 补充一句：这个仓库原本没有现成的 Docker 部署文件，所以我是按它现有的 Node/UI 启动方式给它补了一套 Dockerfile + compose 来跑的。 |
| 2026-03-15T09:13:02.520Z | message | assistant | - | - | **Considering server details** I need to determine if a remote address is available since port 4310 is exposed on all interfaces. It's essential to know the server's public IP, which might be 154.89.149.244 from earlier work. However, the user didn't ask for that info. I could provide a local URL and an external one if known. To be safe, I might want to verify the host's public IP. I could use commands to check the current network settings, but I think it's better to focus on accessible local URLs. **Clarifying final output approach** I could mention the IP address 154.89.149.244 from memory, but I'm unsure of its accuracy, so I should probably check it with `curl -s ifconfig.me`. I need ... |
| 2026-03-15T09:12:34.090Z | tool_event | toolResult | tool | - | { "requestId": "9a7e84df-d346-4c90-8ab4-79e770d8645b", "ok": true, "health": { "generatedAt": "2026-03-15T09:12:22.825Z", "status": "ok", "build": { "name": "openclaw-control-center", "version": "0.1.1", "node": "v22.22.1", "readonlyMode": true, "approvalActionsEnabled": false, "approvalActionsDryRun": true, "distIndexPath": "/app/dist/index.js" }, "snapshot": { "generatedAt": "2026-03-15T09:12:11.671Z", "ageMs": 11154, "status": "ok", "thresholdsMs": { "ok": 120000, "warn": 480000 } }, "monitor": { "generatedAt": "2026-03-15T09:12:22.825Z", "lastTickAt": "2026-03-15T09:12:11.775Z", "expectedIntervalMs": 10000, "lagMs": 11050, "status": "ok", "sourcePath": "/app/runtime/timeline.log" } } ... |
| 2026-03-15T09:12:23.792Z | tool_event | toolResult | tool | - | Command still running (session brisk-sable, pid 70630). Use process (list/poll/log/write/kill/clear/remove) for follow-up. |
| 2026-03-15T09:12:23.099Z | tool_event | toolResult | tool | - | NAMES STATUS PORTS openclaw-control-center Up 13 seconds 0.0.0.0:4310->4310/tcp, [::]:4310->4310/tcp --- > openclaw-control-center@0.1.1 dev:ui > cross-env UI_MODE=true node --import tsx src/index.ts [mission-control] startup { gateway: 'ws://host.docker.internal:18789', readonlyMode: true, approvalActionsEnabled: false, approvalActionsDryRun: true, importMutationEnabled: false, importMutationDryRun: false, localTokenAuthRequired: true, localTokenConfigured: false, taskHeartbeat: { enabled: true, dryRun: true, maxTasksPerRun: 3 }, pollingIntervalsMs: { sessionsList: 10000, sessionStatus: 2000, cron: 10000, approvals: 2000, canvas: 5000 }, networkCalls: false, continuousMode: false, comman... |
| 2026-03-15T09:12:22.676Z | message | assistant | - | - | **Verifying accessibility** I need to check if something is running and reachable. I might use commands like `docker ps`, `docker logs`, or maybe even `curl` to check the response with a command like `curl -I http://127.0.0.1:4310/healthz`. I wonder if remote access is a problem but at least it's accessible locally. Perhaps I don’t need to worry about using OpenResty to proxy; I should focus on checking the logs for any gateway connection issues. |
| 2026-03-15T09:12:14.736Z | tool_event | toolResult | tool | - | Container openclaw-control-center Creating Container openclaw-control-center Created Container openclaw-control-center Starting Container openclaw-control-center Started Process exited with code 0. |
| 2026-03-15T09:12:09.386Z | tool_event | toolResult | tool | - | Command still running (session fast-seaslug, pid 70411). Use process (list/poll/log/write/kill/clear/remove) for follow-up. |
| 2026-03-15T09:12:03.032Z | tool_event | toolResult | tool | - | > openclaw-control-center@0.1.1 build > tsc -p tsconfig.json > openclaw-control-center@0.1.1 test > node --import tsx --test test/**/*.test.ts TAP version 13 # Subtest: agent roster treats openclaw.json as the current-project source of truth ok 1 - agent roster treats openclaw.json as the current-project source of truth --- duration_ms: 193.733044 type: 'test' ... # Subtest: agent roster stays connected from runtime when openclaw.json is missing ok 2 - agent roster stays connected from runtime when openclaw.json is missing --- duration_ms: 27.350187 type: 'test' ... # Subtest: commander exceptions feed ordering is deterministic by severity then time ok 3 - commander exceptions feed orderi... |