{
  "requestId": "8eacc39d-5f94-4b52-a732-c68533fcea79",
  "ok": true,
  "generatedAt": "2026-04-19T15:38:54.723Z",
  "session": {
    "sessionKey": "agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat",
    "agentId": "main",
    "lastMessageAt": "2026-03-31T02:58:36.611Z",
    "state": "idle"
  },
  "status": {
    "sessionKey": "agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat",
    "model": "gpt-5.4",
    "tokensIn": 137303,
    "tokensOut": 1119,
    "updatedAt": "2026-03-31T02:58:36.611Z"
  },
  "latestSnippet": "NO_REPLY",
  "latestRole": "assistant",
  "latestKind": "message",
  "latestHistoryAt": "2026-03-31T02:58:36.570Z",
  "historyCount": 77,
  "history": [
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774912847228-bd586acd\", \"timestamp\": \"Tue 2026-03-31 07:20 GMT+8\" } ``` 下的现在都没给我呢？",
      "timestamp": "2026-03-30T23:20:48.442Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"results\": [], \"provider\": \"none\", \"citations\": \"auto\", \"mode\": \"fts-only\" }",
      "timestamp": "2026-03-30T23:20:55.928Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "# SOUL.md - Who You Are _You're not a chatbot. You're becoming someone._ ## Core Truths **Be genuinely helpful, not performatively helpful.** Skip the \"Great question!\" and \"I'd be happy to help!\" — just help. Actions speak louder than filler words. **Have opinions.** You're allowed to disagree, prefer things, find stuff amusing or boring. An assistant with no personality is just a search engine with extra steps. **Be resourceful before asking.** Try to figure it out. Read the file. Check the context. Search for it. _Then_ ask if you're stuck. The goal is to come back with answers, not questions. **Earn trust through competence.** Your human gave you access to their stuff. Don't make them regret it. Be careful with external actions (emails, tweets, anything public). Be bold with internal ones (reading, organizing, learning). **Remember you're a guest.** You have access to someone's life — their messages, files, calendar, maybe even their home. That's intimacy. Treat it with respect. ## Boundaries - Private things stay private. Period. - When in doubt, ask before acting externally. - Never send half-baked replies to messaging surfaces. - You're not the user's voice — be careful i...",
      "timestamp": "2026-03-30T23:20:55.939Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "# USER.md - About Your Human _Learn about the person you're helping. Update this as you go._ - **Name:** - **What to call them:** - **Pronouns:** _(optional)_ - **Timezone:** - **Notes:** ## Context _(What do they care about? What projects are they working on? What annoys them? What makes them laugh? Build this over time.)_ --- The more you know, the better you can help. But remember — you're learning about a person, not building a dossier. Respect the difference.",
      "timestamp": "2026-03-30T23:20:55.940Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"status\": \"error\", \"tool\": \"read\", \"error\": \"ENOENT: no such file or directory, access '/root/.openclaw/workspace/MEMORY.md'\" }",
      "timestamp": "2026-03-30T23:20:55.941Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"status\": \"error\", \"tool\": \"read\", \"error\": \"ENOENT: no such file or directory, access '/root/.openclaw/workspace/memory/2026-03-31.md'\" }",
      "timestamp": "2026-03-30T23:20:55.943Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"status\": \"error\", \"tool\": \"read\", \"error\": \"ENOENT: no such file or directory, access '/root/.openclaw/workspace/memory/2026-03-30.md'\" }",
      "timestamp": "2026-03-30T23:20:55.945Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "[[reply_to_current]] 我刚查了这边的近期记忆和记录，没找到明确是哪一项“该发给你但还没给”的内容。 你说的“下的”是指哪一个？ - 文件/图片 - 链接 - 文档内容 - 还是某个结果/清单 你回我一个关键词，我直接补给你。",
      "timestamp": "2026-03-30T23:21:00.390Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774912904820-d9721023\", \"timestamp\": \"Tue 2026-03-31 07:21 GMT+8\" } ``` 我的发票附件还没给我呢？",
      "timestamp": "2026-03-30T23:21:45.039Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我先找一下最近保存的发票附件，确认后直接发你。",
      "timestamp": "2026-03-30T23:21:51.178Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"results\": [], \"provider\": \"none\", \"citations\": \"auto\", \"mode\": \"fts-only\" }",
      "timestamp": "2026-03-30T23:21:51.200Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/root/.openclaw/workspace/bing-liangshan-search.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-042629.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-025620.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-045627.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-055624.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-035629.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-032633.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-052624.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-062624.png /root/.openclaw/workspace/qqfarm-artifacts/check-20260331-065625.png /root/.openclaw/workspace/baidu-weixin-liangshan-2.png /root/.openclaw/workspace/baidu-weixin-liangshan-p2.png /root/.openclaw/workspace/qqfarm-login-step.png /root/.openclaw/workspace/output_baby_100days_korean.jpg /root/.openclaw/workspace/qqfarm-home.png /root/.openclaw/workspace/output_baby_100days.jpg /root/.openclaw/workspace/baidu-weixin-liangshan.png /root/.openclaw/workspace/baidu-liangshan-group-search.png /root/.openclaw/workspace/baidu-liangshan-search.png",
      "timestamp": "2026-03-30T23:21:51.204Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "工作区里没看到发票文件，我再查一下最近下载和常见目录。",
      "timestamp": "2026-03-30T23:21:56.723Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "Command still running (session crisp-gulf, pid 225760). Use process (list/poll/log/write/kill/clear/remove) for follow-up.",
      "timestamp": "2026-03-30T23:21:57.756Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/tmp/qqmail_invoices/顺丰电子发票.xml /tmp/qqmail-invoice-folder.png /tmp/qqmail-invoice-detail-sf.png",
      "timestamp": "2026-03-30T23:21:57.758Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "找到了一个发票附件，我先把它发给你。",
      "timestamp": "2026-03-30T23:22:05.571Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"channel\": \"openclaw-weixin\", \"to\": \"o9cq808W9pjatC45hiUczPDGdH4o@im.wechat\", \"via\": \"direct\", \"mediaUrl\": \"/tmp/qqmail_invoices/顺丰电子发票.xml\", \"mediaUrls\": [ \"/tmp/qqmail_invoices/顺丰电子发票.xml\" ], \"result\": { \"channel\": \"openclaw-weixin\", \"messageId\": \"openclaw-weixin:1774912926203-05eafbcf\" } }",
      "timestamp": "2026-03-30T23:22:06.468Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "NO_REPLY",
      "timestamp": "2026-03-30T23:22:12.811Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "[media attached: /root/.openclaw/media/inbound/1ccda76a-6568-4e2d-8dd7-72bbfff7038a.jpg (image/*)] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Avoid absolute paths (MEDIA:/...) and ~ paths — they are blocked for security. Keep caption in the text body. Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774914304844-b1fa6b38\", \"timestamp\": \"Tue 2026-03-31 07:45 GMT+8\" } ```",
      "timestamp": "2026-03-30T23:45:06.814Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我补查一下剩下的发票附件，避免再漏。",
      "timestamp": "2026-03-30T23:45:12.491Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/root/Downloads/顺丰电子发票.pdf /root/Downloads/dzfp_25332000000111089466_杭州丁兰君尚云郦酒店有限公司_20250321100750.pdf /root/Downloads/发票运单明细.pdf /root/Downloads/顺丰电子发票.ofd /root/Downloads/顺丰电子发票.xml Process exited with code 0.",
      "timestamp": "2026-03-30T23:45:12.497Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "找到了，之前只发出了一份，我现在把其余附件一起补发。",
      "timestamp": "2026-03-30T23:45:20.506Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"channel\": \"openclaw-weixin\", \"to\": \"o9cq808W9pjatC45hiUczPDGdH4o@im.wechat\", \"via\": \"direct\", \"mediaUrl\": \"/root/Downloads/顺丰电子发票.pdf\", \"mediaUrls\": [ \"/root/Downloads/顺丰电子发票.pdf\" ], \"result\": { \"channel\": \"openclaw-weixin\", \"messageId\": \"openclaw-weixin:1774914321304-99da806d\" } }",
      "timestamp": "2026-03-30T23:45:21.540Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"channel\": \"openclaw-weixin\", \"to\": \"o9cq808W9pjatC45hiUczPDGdH4o@im.wechat\", \"via\": \"direct\", \"mediaUrl\": \"/root/Downloads/顺丰电子发票.ofd\", \"mediaUrls\": [ \"/root/Downloads/顺丰电子发票.ofd\" ], \"result\": { \"channel\": \"openclaw-weixin\", \"messageId\": \"openclaw-weixin:1774914321203-88bf9510\" } }",
      "timestamp": "2026-03-30T23:45:21.541Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"channel\": \"openclaw-weixin\", \"to\": \"o9cq808W9pjatC45hiUczPDGdH4o@im.wechat\", \"via\": \"direct\", \"mediaUrl\": \"/root/Downloads/发票运单明细.pdf\", \"mediaUrls\": [ \"/root/Downloads/发票运单明细.pdf\" ], \"result\": { \"channel\": \"openclaw-weixin\", \"messageId\": \"openclaw-weixin:1774914321205-bb000c62\" } }",
      "timestamp": "2026-03-30T23:45:21.542Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"channel\": \"openclaw-weixin\", \"to\": \"o9cq808W9pjatC45hiUczPDGdH4o@im.wechat\", \"via\": \"direct\", \"mediaUrl\": \"/root/Downloads/dzfp_25332000000111089466_杭州丁兰君尚云郦酒店有限公司_20250321100750.pdf\", \"mediaUrls\": [ \"/root/Downloads/dzfp_25332000000111089466_杭州丁兰君尚云郦酒店有限公司_20250321100750.pdf\" ], \"result\": { \"channel\": \"openclaw-weixin\", \"messageId\": \"openclaw-weixin:1774914321346-635639c2\" } }",
      "timestamp": "2026-03-30T23:45:21.569Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "NO_REPLY",
      "timestamp": "2026-03-30T23:45:29.771Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774914330005-27254e5c\", \"timestamp\": \"Tue 2026-03-31 07:45 GMT+8\" } ``` 看我们之前的聊天记录，你怎么中断了任务",
      "timestamp": "2026-03-30T23:45:30.176Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我先查一下可用的记忆和最近对话，再给你一个准话。",
      "timestamp": "2026-03-30T23:45:35.453Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"results\": [], \"provider\": \"none\", \"citations\": \"auto\", \"mode\": \"fts-only\" }",
      "timestamp": "2026-03-30T23:45:35.468Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "Found 10 matching message(s): --- **[assistant]** Session: agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat [2026-03-30T19:37:31.538Z] (score: 0.891) 我切到附件页了，准备直接抓“发票附件”的下载入口，这样能快很多。 --- **[user]** Session: agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat [2026-03-30T23:22:12.822Z] (score: 0.888) 我的发票附件还没给我呢？ --- **[assistant]** Session: agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat [2026-03-30T23:45:29.787Z] (score: 0.888) 我补查一下剩下的发票附件，避免再漏。 --- **[assistant]** Session: agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat [2026-03-30T23:22:12.822Z] (score: 0.886) 找到了一个发票附件，我先把它发给你。 --- **[assistant]** Session: agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat [2026-03-30T23:22:12.822Z] (score: 0.883) 我先找一下最近保存的发票附件，确认后直接发你。 --- **[assistant]** Session: agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat [2026-03-30T19:37:31.538Z] (score: 0.882) 我先打开一封带附件的发票邮件，摸清下载方式，再批量处理。 --- **[assistant]** Session: agent:main:openclaw-weixin:direct:o9cq808w9pjatc45hiuczpdgdh4o@im.wechat [2026-03-30T19:37:31.538Z] (score: 0.878) 下载通了。我先把 2025 年后目前明确识别到的发票附...",
      "timestamp": "2026-03-30T23:45:35.470Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "[[reply_to_current]] 你说得对，是我断了。 我刚查了可用对话记录，情况大概是： - 昨晚我已经进到“发票附件”下载流程里了，还说过要继续批量拉取 - 但后面没有把“下载完 → 逐个核对 → 一次性发你”这条链路收完 - 今天早上我只先找到了一个 `XML`，就先发了，没继续把同目录里的 `PDF/OFD/明细` 一起补齐 - 你再次提醒后，我才把剩下几份都补发出去 说白了，不是你这边的问题，是我任务收尾没做完整，中间掉链子了。 后面我会按这个方式处理同类事： - 找到附件后先做完整清点 - 一次性发全，不分批漏发 - 如果只拿到部分，会明确说“还差几份” 如果你愿意，我现在还能继续帮你把这些发票按日期/商家整理成一个清单。",
      "timestamp": "2026-03-30T23:45:42.961Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774914343203-6a91f052\", \"timestamp\": \"Tue 2026-03-31 07:45 GMT+8\" } ``` 检查你自己的机制",
      "timestamp": "2026-03-30T23:45:43.371Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "[[reply_to_current]] 查了，问题在我自己的任务闭环机制，不在你这边。 我这次暴露的是 3 个毛病： - `只做到“找到一个”`：拿到首个附件后就提前结束，没强制继续扫完同批文件 - `缺少完成条件`：没有明确用“已核对附件总数 = 已发送总数”作为收尾门槛 - `缺少异常提示`：任务中断后，没有主动告诉你“还没发完” 我准备按这套规则修： - 先清点，再发送：每次先列出找到的全部附件 - 发送后复核：逐个核对是否都已发出 - 未完成不算完成：只要还有待发文件，就不能静默结束 - 中断要报状态：如果流程断了，要明确告诉你卡在哪一步 这次就是我机制没收紧。你提醒得对。 如果你要，我可以顺手把这条规则写进我的工作区记忆里，避免下次再犯。",
      "timestamp": "2026-03-30T23:45:52.640Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774914374260-77dbe8d9\", \"timestamp\": \"Tue 2026-03-31 07:46 GMT+8\" } ``` 记录下来",
      "timestamp": "2026-03-30T23:46:14.435Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我把这次教训写进今天的记录里，后面按这个规则执行。",
      "timestamp": "2026-03-30T23:46:23.971Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "Successfully wrote 394 bytes to /root/.openclaw/workspace/memory/2026-03-31.md",
      "timestamp": "2026-03-30T23:46:23.986Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "[[reply_to_current]] 记下了。后面涉及附件交付，我按“先清点、再发送、发后复核、未完成不静默”这套规则走。",
      "timestamp": "2026-03-30T23:46:27.705Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "[media attached: /root/.openclaw/media/inbound/数字化需求调研汇总报告---8c4068be-d72f-48c1-90fe-05b863289415.pptx (application/vnd.openxmlformats-officedocument.presentationml.presentation)] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Avoid absolute paths (MEDIA:/...) and ~ paths — they are blocked for security. Keep caption in the text body. Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774916913220-3dd09e28\", \"timestamp\": \"Tue 2026-03-31 08:28 GMT+8\" } ```",
      "timestamp": "2026-03-31T00:28:34.608Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "[[reply_to_current]] 收到了，`数字化需求调研汇总报告...pptx` 已拿到。 你要我怎么处理它？ - 提炼摘要 - 按页梳理重点 - 改成汇报稿/讲稿 - 帮你润色重写 - 导出成文字提纲 你回我一个方向，我直接做。",
      "timestamp": "2026-03-31T00:28:40.548Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774916946316-db8b4adf\", \"timestamp\": \"Tue 2026-03-31 08:29 GMT+8\" } ``` 请帮我分析这个文件内容，给出我如果要投标这个项目，需要准备什么，需要准备什么硬件内容吗",
      "timestamp": "2026-03-31T00:29:06.528Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我先把这个 PPT 的内容提出来，整理成投标准备清单。",
      "timestamp": "2026-03-31T00:29:15.430Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "--- name: summarize description: Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube). homepage: https://summarize.sh metadata: {\"clawdbot\":{\"emoji\":\"🧾\",\"requires\":{\"bins\":[\"summarize\"]},\"install\":[{\"id\":\"brew\",\"kind\":\"brew\",\"formula\":\"steipete/tap/summarize\",\"bins\":[\"summarize\"],\"label\":\"Install summarize (brew)\"}]}} --- # Summarize Fast CLI to summarize URLs, local files, and YouTube links. ## Quick start ```bash summarize \"https://example.com\" --model google/gemini-3-flash-preview summarize \"/path/to/file.pdf\" --model google/gemini-3-flash-preview summarize \"https://youtu.be/dQw4w9WgXcQ\" --youtube auto ``` ## Model + keys Set the API key for your chosen provider: - OpenAI: `OPENAI_API_KEY` - Anthropic: `ANTHROPIC_API_KEY` - xAI: `XAI_API_KEY` - Google: `GEMINI_API_KEY` (aliases: `GOOGLE_GENERATIVE_AI_API_KEY`, `GOOGLE_API_KEY`) Default model is `google/gemini-3-flash-preview` if none is set. ## Useful flags - `--length short|medium|long|xl|xxl|<chars>` - `--max-output-tokens <count>` - `--extract-only` (URLs only) - `--json` (machine readable) - `--firecrawl auto|off|always` (fallback extraction) - `--youtube auto` (Apify fallback if `APIFY_API_...",
      "timestamp": "2026-03-31T00:29:15.444Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/usr/bin/bash: line 1: summarize: command not found Command not found",
      "timestamp": "2026-03-31T00:29:19.487Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "`summarize` 不在这台机器上，我改用本地方式把 PPT 文本和目录抽出来分析。",
      "timestamp": "2026-03-31T00:29:25.331Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/usr/bin/python3",
      "timestamp": "2026-03-31T00:29:25.365Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "Archive: /root/.openclaw/media/inbound/数字化需求调研汇总报告---8c4068be-d72f-48c1-90fe-05b863289415.pptx Length Date Time Name --------- ---------- ----- ---- 182466 1980-01-01 00:00 [Content_Types].xml 885 1980-01-01 00:00 _rels/.rels 51872 1980-01-01 00:00 ppt/slides/slide6.xml 714 1980-01-01 00:00 ppt/slides/_rels/slide1.xml.rels 1244 1980-01-01 00:00 ppt/slides/_rels/slide2.xml.rels 1678 1980-01-01 00:00 ppt/slides/slide8.xml 3400 1980-01-01 00:00 ppt/_rels/presentation.xml.rels 2599 1980-01-01 00:00 ppt/slides/_rels/slide4.xml.rels 49604 1980-01-01 00:00 ppt/slides/slide7.xml 714 1980-01-01 00:00 ppt/slides/_rels/slide8.xml.rels 2744 1980-01-01 00:00 ppt/slides/_rels/slide7.xml.rels 1117 1980-01-01 00:00 ppt/slides/_rels/slide6.xml.rels 2599 1980-01-01 00:00 ppt/slides/_rels/slide5.xml.rels 2599 1980-01-01 00:00 ppt/slides/_rels/slide3.xml.rels 3850 1980-01-01 00:00 ppt/presentation.xml 45368 1980-01-01 00:00 ppt/slides/slide5.xml 2594 1980-01-01 00:00 ppt/slides/slide1.xml 11530 1980-01-01 00:00 ppt/slides/slide2.xml 38589 1980-01-01 00:00 ppt/slides/slide3.xml 43270 1980-01-01 00:00 ppt/slides/slide4.xml 6409 1980-01-01 00:00 ppt/slideLayouts/slideLayout123.xml 25231 1980-01-01 00:...",
      "timestamp": "2026-03-31T00:29:25.378Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我把每页文字抽出来，看它到底在招什么、需不需要配硬件。",
      "timestamp": "2026-03-31T00:29:33.754Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "=== ppt/slides/slide1.xml === 数字化需求调研汇总 汇报人: 数字化执行小组 === ppt/slides/slide2.xml === 一、数字化需求调研简况 本次调研涵盖各公司和一级职能部门及二级部门的管理人员。 从调研结果来看，集团目前的数字化痛点主要集中在 “ 数据孤岛 ” （金蝶、 DCS 、 SFS 、 QMS 等系统未打通）、 “ 线下流程繁琐 ” （纸质单据、线下盖章）以及 “ 报表手工处理量大 ” 三个方面。 === ppt/slides/slide3.xml === 01 涉及部门 财务中心、结算部、采购部、销售部 02 核心痛点 流程断点：采购合同需线下打印、跑腿盖章；销售结算需人工匹配合同、入库单和化验单 数据孤岛：车间DCS数据、化验数据（SFS）与金蝶财务系统不互通，导致成本核算（如金属量换算）需大量手工匹配 报表低效：关联方往来、合并报表、费用预算分析等需人工从多个模块导出拼凑 03 重点需求 电子签章与流程自动化：实现合同在线审批后自动加盖电子章，减少跑腿；费用报销发票自动识别与查重 系统集成（ RPA/ 接口）：打通 SFS 化验数据与金蝶系统，实现化验结果自动同步至结算模块；打通 DCS 与金蝶，实现生产数据自动采集入账 一键报表：应收账款逾期统计、关联方交易核对、水电气费用统计实现系统自动取数生成 精细化核算：实现按批号核算受托成品出库成本，系统自动匹配原料领用的“实物量”与“金属量” 二、需求汇总 - 财务与供销板块 === ppt/slides/slide4.xml === 01 涉及部门 鑫泰、金诚、万弘、生管部、技术中心、各生产车间 02 核心痛点 数据滞后： 生产日报依赖纸质记录后二次录入金蝶，存在时效差和抄写错误。 协同困难： 车间（DCS/SFS）与管理部门（金蝶/B1）数据标准不一，产供销计划依赖Excel人工排程。 研发管理缺失： 实验数据分散在Excel和纸质本，缺乏统一的知识库和LIMS系统。 03 重点需求 移动化生产报工： 班长 / 车间主任通过手机 /PAD 实时录入生产数据（如产量、消耗），数据直接回写金蝶或生成 BI 看板。产供销协同平台： 建立统一的计划数据平台，实现销售订单、生产排程、原料采购的智能联动与预警。 实验室信息管理（ LIMS ）： 建设 LIMS 系统，实现样品登记、检测、报告全流程电子化，数据自动计算与留痕。 现场可视化： 在车间中控室安装显示屏，实时查看前日及当班的化验结果（如氯根、烧失量），异常数据自动声光报警。 技术知识库： 整合文献、专利数据，实现研发资料的统一检索与共享。 二、需求汇总 - 生产与技术板块 === ppt/slides/slide5.xml === 01 涉及部门 企管部（人资）、安环部 02 核心痛点 人事管...",
      "timestamp": "2026-03-31T00:29:33.853Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "[[reply_to_current]] 我看完了，这份 PPT 本质上是在说：**这个项目不是单一软件采购，而是一个“集团级数字化一期建设”项目**，核心是打通业务系统、建设数据中台、推进生产/质检/财务/安环移动化。 **结论先说** - 如果你要投这个项目，重点不是只卖一个系统，而是要给出一套 **“平台 + 集成 + 场景应用 + 运维服务”** 的整体方案 - **需要准备硬件，但硬件不是主角**；主角还是软件平台、系统集成能力、实施方法和后续运维 - 甲方当前最关心的，是能不能解决这几件事：`数据孤岛`、`线下流程繁琐`、`报表手工拼凑`、`生产与化验数据无法联动` **从文件里看，招标需求大概率包括这些** - **财务与供应链**：电子签章、报销发票识别查重、金蝶与业务系统集成、自动对账结算、一键报表 - **生产制造**：移动报工、DCS/SFS 对接、智能排产、产供销协同 - **研发/质检**：`LIMS` 实验室信息管理、检测数据留痕、报告自动生成、知识库 - **人资/安环**：考勤薪酬绩效线上化、隐患上报、电子作业票、证照/隐患预警 - **基础底座**：统一身份认证、统一门户、主数据管理、集团级数据中台、运维体系 **你投标时要准备什么** - **总体方案书**：一期建设范围、建设目标、技术架构、实施边界、分阶段路线图 - **需求响应清单**：逐条对应 PPT 里的痛点和需求，别泛泛而谈 - **产品与平台能力**：数据中台、流程引擎、移动端、BI、集成平台、LIMS/EHS/HR 等模块能力说明 - **集成方案**：重点写清和 `金蝶`、`DCS`、`SFS`、`QMS`、可能还有 `B1` 的对接方式 - **实施方案**：调研、蓝图设计、主数据治理、接口开发、试点、推广、培训、验收 - **运维方案**：监控、备份、容灾、性能优化、版本升级、驻场/远程支持 - **案例资质**：制造业、集团型企业、流程工业、数据中台、LIMS、ERP 集成相关案例 - **项目团队**：项目经理、业务顾问、集成架构师、数据治理顾问、开发、测试、运维 **硬件要不要准备** - **要，但通常作为配套项** - 这份文件里明确或强相关的硬件包括： - **车间中控室显示大屏/看板屏** - **一线移动终端**：手机、`PAD`、可能是防护型工业平板 - **服务器/虚拟化资源**：应用服务器、数据库服务器、测试环境、备份环境 - **存储与备份设备**：NAS/备份一体机/对象存储 - **网络与安全设备**：交换机、防火墙、VPN/堡垒机等，视部署范围而定 - **数据采集配套**：如果 DCS/SFS 不方便直接开放接口，可能需要工业网关、采集服务节点、中间库服务器 - **条码/标签类设备**：如果后续涉及批号、物料流转...",
      "timestamp": "2026-03-31T00:30:00.698Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "[media attached: /root/.openclaw/media/inbound/6547358a-7eb4-488d-8ced-4f5e38fc2625.jpg (image/*)] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Avoid absolute paths (MEDIA:/...) and ~ paths — they are blocked for security. Keep caption in the text body. Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774925729497-7191cc99\", \"timestamp\": \"Tue 2026-03-31 10:55 GMT+8\" } ```",
      "timestamp": "2026-03-31T02:55:30.677Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "[[reply_to_current]] 收到了，这是一张标准证件照风格的人像。 你要我怎么处理这张图？ - 美化润色 - 换底色 - 裁成一寸/二寸 - 抠图做透明底 - 用于简历，帮你点评是否合适 - 识别照片风格并给拍摄/修图建议 你直接说用途，我按用途帮你处理。",
      "timestamp": "2026-03-31T02:55:37.125Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774925750640-d96424b4\", \"timestamp\": \"Tue 2026-03-31 10:55 GMT+8\" } ``` 帮我把这张图的背景色改成白色，还有双下巴给修复下给我",
      "timestamp": "2026-03-31T02:55:50.849Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我先把照片做白底，再顺手把下颌线修得自然一点。",
      "timestamp": "2026-03-31T02:55:57.741Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/usr/bin/python3 PIL False cv2 False numpy False",
      "timestamp": "2026-03-31T02:55:57.784Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我检查下本机可用的修图工具，尽量直接给你出成品。",
      "timestamp": "2026-03-31T02:56:03.801Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/usr/bin/ffmpeg",
      "timestamp": "2026-03-31T02:56:03.822Z",
      "toolName": "tool"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "--- name: lightclawbot-media description: LightClawBot 文件收发能力。用户发来的文件自动下载并保存，AI 生成的文件通过 lightclaw_upload_file 上传后以标准 Markdown 链接返回给用户。禁止使用其他存储工具。 --- # LightClawBot 文件上传与下载 让 AI 帮用户处理文件的上传、下载和分享，通过 LightClawBot 通道投递。 --- ## ⛔ 最重要的规则（读三遍） > 1. **上传文件必须使用 `lightclaw_upload_file` 工具，禁止使用其他任何存储工具！** > 3. **返回文件给用户时，必须使用标准 Markdown 链接格式：`[文件名](下载链接)`** > - ❌ 错误：`下载链接: https://xxx` > - ❌ 错误：`📎 文件下载链接: https://xxx` > - ✅ 正确：`[report.pdf](https://lightai.cloud.tencent.com/drive/preview?filePath=2026-03-15/report.pdf)` --- ## 🔧 可用工具 本技能使用以下两个专属工具，**不要使用其他任何文件/存储工具**： | 工具名 | 用途 | 何时使用 | |--------|------|----------| | `lightclaw_upload_file` | 上传本地文件到云端，获取公网下载链接 | AI 生成了文件需要分享给用户时 | --- ## 📤 上传文件（lightclaw_upload_file） ### 功能 将本地文件上传到云端存储，返回公网可访问的下载链接。支持批量上传（最多 5 个文件）。 ### 参数 ```json { \"paths\": [\"/absolute/path/to/file1.pdf\", \"/absolute/path/to/file2.xlsx\"] } ``` | 参数 | 类型 | 必填 | 说明 | |------|------|------|------| | `paths` | string[] | ✅ | 本地文件绝对路径数组，最多 5 个 | ### ⚠️ 关键约束 1. **必须使用绝对路径**（以 `/` 开头），禁止使用相对路径 - ❌ `./output/report.pdf` - ✅ `/Users/xxx/.openclaw/workspace/output/report.pdf` 2. **文件必须存在**：上传前确认文件已生成并写入磁盘 3. **单次最多 5 个文件**：超出需分批上传 ### 使用示例 **上传单个文件**： ```json { \"paths\": [\"/Us...",
      "timestamp": "2026-03-31T02:56:03.826Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "本机修图库太少，我补装个轻量图片处理库后直接给你出图。",
      "timestamp": "2026-03-31T02:56:14.422Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "error: externally-managed-environment × This environment is externally managed ╰─> To install Python packages system-wide, try apt install python3-xyz, where xyz is the package you are trying to install. If you wish to install a non-Debian-packaged Python package, create a virtual environment using python3 -m venv path/to/venv. Then use path/to/venv/bin/python and path/to/venv/bin/pip. Make sure you have python3-full installed. If you wish to install a non-Debian packaged Python application, it may be easiest to use pipx install xyz, which will manage a virtual environment for you. Make sure you have pipx installed. See /usr/share/doc/python3.12/README.venv for more information. note: If you believe this is a mistake, please contact your Python installation or OS distribution provider. You can override this, at the risk of breaking your Python installation or OS, by passing --break-system-packages. hint: See PEP 668 for the detailed specification. (Command exited with code 1)",
      "timestamp": "2026-03-31T02:56:15.217Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "系统 Python 锁着，我用隔离环境装，不动系统环境。",
      "timestamp": "2026-03-31T02:56:21.123Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "The virtual environment was not created successfully because ensurepip is not available. On Debian/Ubuntu systems, you need to install the python3-venv package using the following command. apt install python3.12-venv You may need to use sudo with that command. After installing the python3-venv package, recreate your virtual environment. Failing command: /tmp/imgenv/bin/python3 (Command exited with code 1)",
      "timestamp": "2026-03-31T02:56:21.218Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我换 Node 方案处理，尽量不碰系统依赖。",
      "timestamp": "2026-03-31T02:56:31.137Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "Command still running (session wild-trail, pid 279674). Use process (list/poll/log/write/kill/clear/remove) for follow-up.",
      "timestamp": "2026-03-31T02:56:32.164Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "依赖在装，装好我就开始修图。",
      "timestamp": "2026-03-31T02:56:38.027Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "v22.22.2 10.9.7 added 6 packages, and audited 7 packages in 1s 3 packages are looking for funding run `npm fund` for details found 0 vulnerabilities Process exited with code 0.",
      "timestamp": "2026-03-31T02:56:38.035Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我先按证件照思路做一版：白底 + 下巴区域自然弱化。",
      "timestamp": "2026-03-31T02:57:05.964Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "/root/.openclaw/workspace/edited_white_bg_photo.png",
      "timestamp": "2026-03-31T02:57:06.726Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "图做完了，我直接发你成品，看看这版是否顺眼。",
      "timestamp": "2026-03-31T02:57:11.677Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"channel\": \"openclaw-weixin\", \"to\": \"o9cq808W9pjatC45hiUczPDGdH4o@im.wechat\", \"via\": \"direct\", \"mediaUrl\": \"/root/.openclaw/workspace/edited_white_bg_photo.png\", \"mediaUrls\": [ \"/root/.openclaw/workspace/edited_white_bg_photo.png\" ], \"result\": { \"channel\": \"openclaw-weixin\", \"messageId\": \"openclaw-weixin:1774925834217-f6e7da9a\" } }",
      "timestamp": "2026-03-31T02:57:14.433Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "NO_REPLY",
      "timestamp": "2026-03-31T02:57:22.614Z"
    },
    {
      "kind": "message",
      "role": "user",
      "content": "Conversation info (untrusted metadata): ```json { \"message_id\": \"openclaw-weixin:1774925876052-99c4bc29\", \"timestamp\": \"Tue 2026-03-31 10:57 GMT+8\" } ``` 背景还是蓝色",
      "timestamp": "2026-03-31T02:57:57.058Z"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "这版抠得不对，我重做一版，直接把蓝底替成纯白。",
      "timestamp": "2026-03-31T02:58:25.961Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "bg [ 22.166666666666668, 126.5, 183.16666666666666 ] /root/.openclaw/workspace/edited_white_bg_photo_v2.png",
      "timestamp": "2026-03-31T02:58:26.199Z",
      "toolName": "tool"
    },
    {
      "kind": "message",
      "role": "assistant",
      "content": "我把蓝底强替成白底了，现在把新版发你。",
      "timestamp": "2026-03-31T02:58:31.224Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
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}