From 2b6b39061581872465c8d1d170df048087296624 Mon Sep 17 00:00:00 2001 From: starmen1265 Date: Sun, 1 Mar 2026 19:00:01 +0800 Subject: [PATCH] =?UTF-8?q?=E8=87=AA=E5=8A=A8=E5=90=8C=E6=AD=A5:=202026-03?= =?UTF-8?q?-01=2019:00?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...cec.jsonl.deleted.2026-03-01T10-26-47.840Z | 186 ++++++++++++++++++ devices/paired.json | 2 +- identity/device-auth.json | 2 +- 3 files changed, 188 insertions(+), 2 deletions(-) create mode 100644 agents/knowledge-base/sessions/daa8c8cb-b4f5-4ead-b2f2-0f788f6bacec.jsonl.deleted.2026-03-01T10-26-47.840Z diff --git a/agents/knowledge-base/sessions/daa8c8cb-b4f5-4ead-b2f2-0f788f6bacec.jsonl.deleted.2026-03-01T10-26-47.840Z b/agents/knowledge-base/sessions/daa8c8cb-b4f5-4ead-b2f2-0f788f6bacec.jsonl.deleted.2026-03-01T10-26-47.840Z new file mode 100644 index 0000000..ef4acc9 --- /dev/null +++ b/agents/knowledge-base/sessions/daa8c8cb-b4f5-4ead-b2f2-0f788f6bacec.jsonl.deleted.2026-03-01T10-26-47.840Z @@ -0,0 +1,186 @@ +{"type":"session","version":3,"id":"daa8c8cb-b4f5-4ead-b2f2-0f788f6bacec","timestamp":"2026-03-01T09:26:47.753Z","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"} +{"type":"model_change","id":"8d7664b2","parentId":null,"timestamp":"2026-03-01T09:26:47.753Z","provider":"zhipu","modelId":"glm-5"} +{"type":"thinking_level_change","id":"add10334","parentId":"8d7664b2","timestamp":"2026-03-01T09:26:47.753Z","thinkingLevel":"off"} +{"type":"custom","customType":"model-snapshot","data":{"timestamp":1772357207753,"provider":"zhipu","modelApi":"openai-completions","modelId":"glm-5"},"id":"44733791","parentId":"add10334","timestamp":"2026-03-01T09:26:47.753Z"} +{"type":"message","id":"430609ff","parentId":"44733791","timestamp":"2026-03-01T09:26:47.758Z","message":{"role":"user","content":[{"type":"text","text":"[Sun 2026-03-01 17:26 GMT+8] ## 任务：处理B站视频添加到知识库\n\n### 视频链接\nhttps://b23.tv/uZ6XtLS\n\n### 执行步骤\n\n**步骤1：链接解析**\n```bash\nsource ~/.kb_env\ncd ~/work/knowledge-base\npython3 skills/kb-link-parser/link_parser.py --url \"https://b23.tv/uZ6XtLS\"\n```\n\n解析输出后获取 platform、id、type 等信息。\n\n**步骤2：元数据提取**\n根据解析结果调用对应的 metadata 技能。如果是B站视频：\n```bash\nsource ~/.kb_env\ncd ~/work/knowledge-base\n# 先获取 metadata 目录\nMETADATA_DIR=$(python3 kb_workflow.py --metadata | jq -r '.path')\n# 提取元数据\npython3 skills/kb-bilibili-metadata/bilibili_metadata.py --id \"[BV号]\" --type video --output \"${METADATA_DIR}/bilibili_[BV号].meta.json\"\n```\n\n**步骤3：内容下载**\n如果是视频：\n```bash\nsource ~/.kb_env\ncd ~/work/knowledge-base\n# 获取目录\nCONTENT_DIR=$(python3 kb_workflow.py --content | jq -r '.path')\n# 尝试下载字幕\npython3 skills/kb-bilibili-content/bilibili_content.py --id \"[BV号]\" --type subtitle-download --output \"${CONTENT_DIR}\"\n```\n\n检查返回的 JSON 中 has_subtitle 字段：\n- 如果 has_subtitle = true，跳过 Whisper\n- 如果 has_subtitle = false，需要下载视频并使用 Whisper 识别\n\n**步骤4：Whisper语音识别（仅当没有官方字幕时）**\n```bash\nsource ~/.kb_env\ncd ~/work/knowledge-base\n# 下载视频\npython3 skills/kb-bilibili-content/bilibili_content.py --id \"[BV号]\" --type video --output \"[downloads目录]\"\n# 使用 Whisper 识别\npython3 skills/kb-whisper/whisper.py --input \"[视频路径]\" --model base --output \"[content目录]\"\n```\n\n**步骤5：深度分析（必须成功）**\n```bash\nsource ~/.kb_env\ncd ~/work/knowledge-base\n# 获取目录\nANALYZED_DIR=$(python3 kb_workflow.py --analyzed | jq -r '.path')\n# 执行深度分析（使用 glm-5）\npython3 skills/kb-deep-analyzer/deep_analyzer.py \\\n --metadata \"[元数据文件路径]\" \\\n --content \"[内容文件路径]\" \\\n --output \"${ANALYZED_DIR}/[filename].md\" \\\n --provider zhipu \\\n --model glm-5\n```\n\n**重要**：检查返回的 success 字段：\n- success = true：继续归档\n- success = false：整个流程失败，汇报错误\n\n**步骤6：归档**\n```bash\nsource ~/.kb_env\ncd ~/work/knowledge-base\npython3 kb_workflow.py --archive-file \"[分析报告路径]\"\n```\n\n### 注意事项\n1. 每个步骤都要检查返回值\n2. 深度分析必须成功，否则整个流程失败\n3. 没有官方字幕是正常的，继续执行 Whisper 即可\n4. 完成后汇报视频标题、处理阶段、最终文件路径、Git commit 信息"}],"timestamp":1772357207756}} +{"type":"message","id":"bf10ed60","parentId":"430609ff","timestamp":"2026-03-01T09:26:54.062Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"好的，我需要按照步骤处理B站视频添加到知识库。让我按顺序执行：\n\n1. 首先解析链接\n2. 提取元数据\n3. 下载内容（字幕或视频）\n4. 如果需要，使用Whisper识别\n5. 深度分析\n6. 归档\n\n开始执行步骤1：链接解析","thinkingSignature":"reasoning_content"},{"type":"text","text":"我将按照步骤处理B站视频添加到知识库。\n\n## 步骤1：链接解析"},{"type":"toolCall","id":"call_15fa9b676c714a18a943041a","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && python3 skills/kb-link-parser/link_parser.py --url \"https://b23.tv/uZ6XtLS\""}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":7272,"output":145,"cacheRead":2880,"cacheWrite":0,"totalTokens":10297,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357207758}} +{"type":"message","id":"184b89f5","parentId":"bf10ed60","timestamp":"2026-03-01T09:26:54.085Z","message":{"role":"toolResult","toolCallId":"call_15fa9b676c714a18a943041a","toolName":"exec","content":[{"type":"text","text":"{\n \"status\": \"error\",\n \"tool\": \"exec\",\n \"error\": \"python3: can't open file '/home/starmen1265/work/knowledge-base/skills/kb-link-parser/link_parser.py': [Errno 2] No such file or directory\\n\\nCommand exited with code 2\"\n}"}],"details":{"status":"error","tool":"exec","error":"python3: can't open file '/home/starmen1265/work/knowledge-base/skills/kb-link-parser/link_parser.py': [Errno 2] No such file or directory\n\nCommand exited with code 2"},"isError":false,"timestamp":1772357214084}} +{"type":"message","id":"d439843a","parentId":"184b89f5","timestamp":"2026-03-01T09:27:00.621Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"看起来文件路径有问题。让我先检查一下实际的工作目录结构。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_5f2047410d6f48f3b4172aa5","name":"exec","arguments":{"command":"ls -la ~/work/knowledge-base/"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":258,"output":33,"cacheRead":10112,"cacheWrite":0,"totalTokens":10403,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357214085}} +{"type":"message","id":"e61edcd6","parentId":"d439843a","timestamp":"2026-03-01T09:27:00.639Z","message":{"role":"toolResult","toolCallId":"call_5f2047410d6f48f3b4172aa5","toolName":"exec","content":[{"type":"text","text":"总计 52\ndrwxrwxr-x 9 starmen1265 starmen1265 4096 2月 27 20:45 .\ndrwxrwxr-x 10 starmen1265 starmen1265 4096 2月 28 14:52 ..\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 27 20:02 analysis\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 3月 1 00:21 analyzed\ndrwxrwxr-x 11 starmen1265 starmen1265 4096 3月 1 00:22 archive\ndrwxrwxr-x 4 starmen1265 starmen1265 4096 3月 1 00:20 content\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 27 17:37 data\n-rw-rw-r-- 1 starmen1265 starmen1265 99 2月 17 08:27 .gitignore\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 3月 1 00:16 metadata\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 17 23:53 pending\n-rw-rw-r-- 1 starmen1265 starmen1265 4 2月 17 23:53 README.md\n-rw-rw-r-- 1 starmen1265 starmen1265 1887 2月 16 00:17 SOUL.md\n-rw-rw-r-- 1 starmen1265 starmen1265 1708 2月 27 17:43 TODO-kb-skills-fix.md"}],"details":{"status":"completed","exitCode":0,"durationMs":17,"aggregated":"总计 52\ndrwxrwxr-x 9 starmen1265 starmen1265 4096 2月 27 20:45 .\ndrwxrwxr-x 10 starmen1265 starmen1265 4096 2月 28 14:52 ..\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 27 20:02 analysis\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 3月 1 00:21 analyzed\ndrwxrwxr-x 11 starmen1265 starmen1265 4096 3月 1 00:22 archive\ndrwxrwxr-x 4 starmen1265 starmen1265 4096 3月 1 00:20 content\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 27 17:37 data\n-rw-rw-r-- 1 starmen1265 starmen1265 99 2月 17 08:27 .gitignore\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 3月 1 00:16 metadata\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 17 23:53 pending\n-rw-rw-r-- 1 starmen1265 starmen1265 4 2月 17 23:53 README.md\n-rw-rw-r-- 1 starmen1265 starmen1265 1887 2月 16 00:17 SOUL.md\n-rw-rw-r-- 1 starmen1265 starmen1265 1708 2月 27 17:43 TODO-kb-skills-fix.md","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357220638}} +{"type":"message","id":"015d2f15","parentId":"e61edcd6","timestamp":"2026-03-01T09:27:07.316Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"看来没有 skills 目录。让我检查一下知识库的实际结构，可能在其他地方。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_21805d46160f4c479f23dffc","name":"exec","arguments":{"command":"find ~ -name \"link_parser.py\" -type f 2>/dev/null | head -5"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":504,"output":48,"cacheRead":10368,"cacheWrite":0,"totalTokens":10920,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357220639}} +{"type":"message","id":"58d2f15a","parentId":"015d2f15","timestamp":"2026-03-01T09:27:07.726Z","message":{"role":"toolResult","toolCallId":"call_21805d46160f4c479f23dffc","toolName":"exec","content":[{"type":"text","text":"(no output)"}],"details":{"status":"completed","exitCode":0,"durationMs":404,"aggregated":"","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357227720}} +{"type":"message","id":"f01bff81","parentId":"58d2f15a","timestamp":"2026-03-01T09:27:13.056Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"找不到 link_parser.py 文件。让我检查一下知识库的环境配置文件。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_fb9fe84a9cce47e2b291cce4","name":"exec","arguments":{"command":"cat ~/.kb_env"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":111,"output":30,"cacheRead":10816,"cacheWrite":0,"totalTokens":10957,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357227726}} +{"type":"message","id":"462fc784","parentId":"f01bff81","timestamp":"2026-03-01T09:27:13.071Z","message":{"role":"toolResult","toolCallId":"call_fb9fe84a9cce47e2b291cce4","toolName":"exec","content":[{"type":"text","text":"# 知识库工作流环境变量\nexport AI_API_KEY=\"80ec82f2b14047d9a0399682a042378b.E8rv2nPSyuIsGoDr\"\nexport AI_PROVIDER=\"zhipu\"\nexport AI_MODEL=\"glm-5\"\nexport AI_BASE_URL=\"https://open.bigmodel.cn/api/coding/paas/v4\"\nexport HF_TOKEN=\"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\"\nexport ZHIHU_COOKIE=\"z_c0=2|1:0|10:1772179856|4:z_c0|92:Mi4xbEUzX0FBQUFBQURIUVpSbEpCOXhHeVlBQUFCZ0FsVk5qWi1PYWdBc2NiVnpFQkhFZ09ydDdITHpOV18xT2hMVUxn|4531441165cdfdd06d44fa9772649ef41525b6fa23fbcdbed89555b98ec35fc7\""}],"details":{"status":"completed","exitCode":0,"durationMs":14,"aggregated":"# 知识库工作流环境变量\nexport AI_API_KEY=\"80ec82f2b14047d9a0399682a042378b.E8rv2nPSyuIsGoDr\"\nexport AI_PROVIDER=\"zhipu\"\nexport AI_MODEL=\"glm-5\"\nexport AI_BASE_URL=\"https://open.bigmodel.cn/api/coding/paas/v4\"\nexport HF_TOKEN=\"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\"\nexport ZHIHU_COOKIE=\"z_c0=2|1:0|10:1772179856|4:z_c0|92:Mi4xbEUzX0FBQUFBQURIUVpSbEpCOXhHeVlBQUFCZ0FsVk5qWi1PYWdBc2NiVnpFQkhFZ09ydDdITHpOV18xT2hMVUxn|4531441165cdfdd06d44fa9772649ef41525b6fa23fbcdbed89555b98ec35fc7\"","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357233070}} +{"type":"message","id":"33bbdf4b","parentId":"462fc784","timestamp":"2026-03-01T09:27:18.728Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"环境变量已经配置好了。现在我需要检查一下工作流脚本是否存在。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_9812d168d3f54191a4e225ae","name":"exec","arguments":{"command":"find ~/work/knowledge-base -name \"*.py\" -type f | head -20"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":324,"output":43,"cacheRead":10880,"cacheWrite":0,"totalTokens":11247,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357233071}} +{"type":"message","id":"a532eb61","parentId":"33bbdf4b","timestamp":"2026-03-01T09:27:18.744Z","message":{"role":"toolResult","toolCallId":"call_9812d168d3f54191a4e225ae","toolName":"exec","content":[{"type":"text","text":"(no output)"}],"details":{"status":"completed","exitCode":0,"durationMs":14,"aggregated":"","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357238743}} +{"type":"message","id":"ff7530f4","parentId":"a532eb61","timestamp":"2026-03-01T09:27:22.779Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"看起来知识库的 Python 脚本都不存在。让我检查一下知识库的完整结构。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_b195b6bff9a94d19b21fd0f8","name":"exec","arguments":{"command":"tree -L 2 ~/work/knowledge-base/"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":54,"output":42,"cacheRead":11200,"cacheWrite":0,"totalTokens":11296,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357238744}} +{"type":"message","id":"0d464e4d","parentId":"ff7530f4","timestamp":"2026-03-01T09:27:22.800Z","message":{"role":"toolResult","toolCallId":"call_b195b6bff9a94d19b21fd0f8","toolName":"exec","content":[{"type":"text","text":"{\n \"status\": \"error\",\n \"tool\": \"exec\",\n \"error\": \"/bin/bash: 行 1: tree: 未找到命令\\n\\nCommand exited with code 127\"\n}"}],"details":{"status":"error","tool":"exec","error":"/bin/bash: 行 1: tree: 未找到命令\n\nCommand exited with code 127"},"isError":false,"timestamp":1772357242799}} +{"type":"message","id":"39994036","parentId":"0d464e4d","timestamp":"2026-03-01T09:27:27.701Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"tree 命令不存在。让我用 find 来查看结构。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_c6c2958d577c4f4e94eb15ac","name":"exec","arguments":{"command":"find ~/work/knowledge-base -maxdepth 2 -type f -o -type d | sort"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":142,"output":45,"cacheRead":11200,"cacheWrite":0,"totalTokens":11387,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357242800}} 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+{"type":"message","id":"6b26e09a","parentId":"adf2b2e4","timestamp":"2026-03-01T09:27:39.516Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"我看到知识库结构，但没有看到 skills 目录或 Python 脚本。让我检查一下 TODO-kb-skills-fix.md 文件，可能会有一些线索。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_860e13f971e44b4f8a1b5299","name":"read","arguments":{"file_path":"/home/starmen1265/work/knowledge-base/TODO-kb-skills-fix.md"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":830,"output":62,"cacheRead":11328,"cacheWrite":0,"totalTokens":12220,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357247718}} +{"type":"message","id":"66609903","parentId":"6b26e09a","timestamp":"2026-03-01T09:27:39.531Z","message":{"role":"toolResult","toolCallId":"call_860e13f971e44b4f8a1b5299","toolName":"read","content":[{"type":"text","text":"# 知识库技能修复 TODO\n\n## 待修复问题\n\n### 1. 统一模型名称\n- [x] kb-workflow SKILL.md: glm-5 (g5) ✅\n- [x] kb-deep-analyzer SKILL.md: glm-4.7 → glm-5\n- [x] deep_analyzer.py: gpt-4 → glm-5\n\n### 2. 补充 OCR 说明\n- [x] kb-workflow SKILL.md: 步骤5增加 OCR 作为 Whisper 替代方案\n\n### 3. kb-funasr 替代方案\n- [x] kb-workflow SKILL.md: 增加 kb-funasr 作为 Whisper 替代方案说明\n\n### 4. 统一命令文档\n- [x] kb-workflow SKILL.md: 统一使用 --type subtitle-download\n- [x] kb-workflow README.md: 统一使用 --type subtitle-download\n\n### 5. 知乎内容处理 (MediaCrawler 整合) ✅\n- [x] 安装并配置 MediaCrawler\n- [x] 测试爬取知乎文章\n- [x] kb-zhihu-metadata: 添加 zhihu_article_crawler.py 爬取脚本\n- [x] kb-zhihu-content: 添加 article-from-media 类型支持\n- [x] 更新 SKILL.md 文档\n- [x] 推送到远程仓库\n\n---\n\n## 相关文件路径\n- ~/work/knowledge-base/skills/kb-workflow/SKILL.md\n- ~/work/knowledge-base/skills/kb-workflow/README.md\n- ~/work/knowledge-base/skills/kb-deep-analyzer/SKILL.md\n- ~/work/knowledge-base/skills/kb-deep-analyzer/deep_analyzer.py\n- ~/work/kb-skills/kb-zhihu-metadata/zhihu_article_crawler.py (新增)\n- ~/work/kb-skills/kb-zhihu-content/zhihu_content.py (修改)\n\n## MediaCrawler 使用方法\n\n### 爬取知乎文章\n```bash\ncd ~/work/kb-skills/kb-zhihu-metadata\npython3 zhihu_article_crawler.py --url \"https://zhuanlan.zhihu.com/p/XXXXX\" --output \"~/work/knowledge-base/data/zhihu/\"\n```\n\n### 从数据读取文章\n```bash\ncd ~/work/kb-skills/kb-zhihu-content\npython3 zhihu_content.py --type article-from-media --output \"~/work/knowledge-base/data/zhihu/\"\n```\n\n## 开始时间\n2026-02-27 15:25\n"}],"isError":false,"timestamp":1772357259530}} +{"type":"message","id":"691573aa","parentId":"66609903","timestamp":"2026-03-01T09:27:44.546Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"好的，我看到 skills 目录应该在 ~/work/kb-skills/ 而不是 ~/work/knowledge-base/skills/。让我检查一下这个目录。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_dc0785e4e82f454aabe4ee9b","name":"exec","arguments":{"command":"ls -la ~/work/kb-skills/"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":698,"output":52,"cacheRead":12096,"cacheWrite":0,"totalTokens":12846,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357259531}} +{"type":"message","id":"5908e58a","parentId":"691573aa","timestamp":"2026-03-01T09:27:44.580Z","message":{"role":"toolResult","toolCallId":"call_dc0785e4e82f454aabe4ee9b","toolName":"exec","content":[{"type":"text","text":"总计 64\ndrwxrwxr-x 15 starmen1265 starmen1265 4096 2月 16 22:17 .\ndrwxrwxr-x 10 starmen1265 starmen1265 4096 2月 28 14:52 ..\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 01:24 common-require\ndrwxrwxr-x 8 starmen1265 starmen1265 4096 2月 27 17:42 .git\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-bilibili-content\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-bilibili-metadata\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-deep-analyzer\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-funasr\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-link-parser\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 kb-ocr-processor\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-whisper\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 kb-whisper-diarization\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 kb-workflow\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 16 22:18 kb-zhihu-content\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 27 17:39 kb-zhihu-metadata\n-rw-rw-r-- 1 starmen1265 starmen1265 1 2月 15 01:16 README.md"}],"details":{"status":"completed","exitCode":0,"durationMs":31,"aggregated":"总计 64\ndrwxrwxr-x 15 starmen1265 starmen1265 4096 2月 16 22:17 .\ndrwxrwxr-x 10 starmen1265 starmen1265 4096 2月 28 14:52 ..\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 01:24 common-require\ndrwxrwxr-x 8 starmen1265 starmen1265 4096 2月 27 17:42 .git\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-bilibili-content\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-bilibili-metadata\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-deep-analyzer\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-funasr\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-link-parser\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 kb-ocr-processor\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 kb-whisper\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 kb-whisper-diarization\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 kb-workflow\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 16 22:18 kb-zhihu-content\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 27 17:39 kb-zhihu-metadata\n-rw-rw-r-- 1 starmen1265 starmen1265 1 2月 15 01:16 README.md","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357264578}} +{"type":"message","id":"48a6cecb","parentId":"5908e58a","timestamp":"2026-03-01T09:27:49.041Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"太好了！找到 skills 目录了。现在让我执行步骤1：链接解析。我需要使用正确的路径。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_ee3ff8a4fa5c4aa68ee4cdcd","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/kb-skills/kb-link-parser && python3 link_parser.py --url \"https://b23.tv/uZ6XtLS\""}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":714,"output":70,"cacheRead":12736,"cacheWrite":0,"totalTokens":13520,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357264580}} +{"type":"message","id":"15d6cf31","parentId":"48a6cecb","timestamp":"2026-03-01T09:27:49.066Z","message":{"role":"toolResult","toolCallId":"call_ee3ff8a4fa5c4aa68ee4cdcd","toolName":"exec","content":[{"type":"text","text":"{\n \"status\": \"error\",\n \"tool\": \"exec\",\n \"error\": \"python3: can't open file '/home/starmen1265/work/kb-skills/kb-link-parser/link_parser.py': [Errno 2] No such file or directory\\n\\nCommand exited with code 2\"\n}"}],"details":{"status":"error","tool":"exec","error":"python3: can't open file '/home/starmen1265/work/kb-skills/kb-link-parser/link_parser.py': [Errno 2] No such file or directory\n\nCommand exited with code 2"},"isError":false,"timestamp":1772357269065}} +{"type":"message","id":"bc1cb56d","parentId":"15d6cf31","timestamp":"2026-03-01T09:27:53.307Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"让我检查一下 kb-link-parser 目录的内容。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_ea01a52c3dfe46b192233c32","name":"exec","arguments":{"command":"ls -la ~/work/kb-skills/kb-link-parser/"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":152,"output":33,"cacheRead":13440,"cacheWrite":0,"totalTokens":13625,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357269066}} +{"type":"message","id":"ebfa4f46","parentId":"bc1cb56d","timestamp":"2026-03-01T09:27:53.324Z","message":{"role":"toolResult","toolCallId":"call_ea01a52c3dfe46b192233c32","toolName":"exec","content":[{"type":"text","text":"总计 52\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 .\ndrwxrwxr-x 15 starmen1265 starmen1265 4096 2月 16 22:17 ..\n-rw-rw-r-- 1 starmen1265 starmen1265 20923 2月 11 20:40 link-parser.py\n-rw-rw-r-- 1 starmen1265 starmen1265 8470 2月 11 20:40 link_parser_shortlink.py\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 __pycache__\n-rw-rw-r-- 1 starmen1265 starmen1265 799 2月 11 20:40 SKILL.md"}],"details":{"status":"completed","exitCode":0,"durationMs":16,"aggregated":"总计 52\ndrwxrwxr-x 3 starmen1265 starmen1265 4096 2月 15 00:53 .\ndrwxrwxr-x 15 starmen1265 starmen1265 4096 2月 16 22:17 ..\n-rw-rw-r-- 1 starmen1265 starmen1265 20923 2月 11 20:40 link-parser.py\n-rw-rw-r-- 1 starmen1265 starmen1265 8470 2月 11 20:40 link_parser_shortlink.py\ndrwxrwxr-x 2 starmen1265 starmen1265 4096 2月 15 00:53 __pycache__\n-rw-rw-r-- 1 starmen1265 starmen1265 799 2月 11 20:40 SKILL.md","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357273323}} +{"type":"message","id":"6689b1a9","parentId":"ebfa4f46","timestamp":"2026-03-01T09:28:02.271Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"啊，文件名是 `link-parser.py` 而不是 `link_parser.py`。让我用正确的文件名再试一次。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_2959045466394c7a8bbc455b","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/kb-skills/kb-link-parser && python3 link-parser.py --url \"https://b23.tv/uZ6XtLS\""}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":284,"output":76,"cacheRead":13568,"cacheWrite":0,"totalTokens":13928,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357273325}} +{"type":"message","id":"5c24c43c","parentId":"6689b1a9","timestamp":"2026-03-01T09:28:02.591Z","message":{"role":"toolResult","toolCallId":"call_2959045466394c7a8bbc455b","toolName":"exec","content":[{"type":"text","text":"{\n \"success\": true,\n \"platform\": \"bilibili\",\n \"type\": \"video\",\n \"id\": \"BV1uxA8zZEvG\",\n \"filename\": \"bilibili_BV1uxA8zZEvG.link.json\",\n \"message\": \"URL解析成功\"\n}"}],"details":{"status":"completed","exitCode":0,"durationMs":317,"aggregated":"{\n \"success\": true,\n \"platform\": \"bilibili\",\n \"type\": \"video\",\n \"id\": \"BV1uxA8zZEvG\",\n \"filename\": \"bilibili_BV1uxA8zZEvG.link.json\",\n \"message\": \"URL解析成功\"\n}","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357282589}} +{"type":"message","id":"c06fd01b","parentId":"5c24c43c","timestamp":"2026-03-01T09:28:12.753Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"太好了！步骤1完成。解析结果：\n- platform: bilibili\n- type: video\n- id: BV1uxA8zZEvG\n- filename: bilibili_BV1uxA8zZEvG.link.json\n\n现在进行步骤2：元数据提取。","thinkingSignature":"reasoning_content"},{"type":"text","text":"## 步骤2：元数据提取"},{"type":"toolCall","id":"call_4837967cb069421a8b23b5aa","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && METADATA_DIR=$(python3 ~/work/kb-skills/kb-workflow/kb_workflow.py --metadata | jq -r '.path') && echo \"Metadata directory: $METADATA_DIR\" && python3 ~/work/kb-skills/kb-bilibili-metadata/bilibili_metadata.py --id \"BV1uxA8zZEvG\" --type video --output \"${METADATA_DIR}/bilibili_BV1uxA8zZEvG.meta.json\""}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":177,"output":191,"cacheRead":13824,"cacheWrite":0,"totalTokens":14192,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357282591}} +{"type":"message","id":"958274c8","parentId":"c06fd01b","timestamp":"2026-03-01T09:28:16.359Z","message":{"role":"toolResult","toolCallId":"call_4837967cb069421a8b23b5aa","toolName":"exec","content":[{"type":"text","text":"Metadata directory: /home/starmen1265/work/knowledge-base/metadata\n{\n \"success\": true,\n \"filename\": \"bilibili_BV1uxA8zZEvG.meta.json\",\n \"filepath\": \"/home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\",\n \"message\": \"video元数据提取成功\"\n}"}],"details":{"status":"completed","exitCode":0,"durationMs":3603,"aggregated":"Metadata directory: /home/starmen1265/work/knowledge-base/metadata\n{\n \"success\": true,\n \"filename\": \"bilibili_BV1uxA8zZEvG.meta.json\",\n \"filepath\": \"/home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\",\n \"message\": \"video元数据提取成功\"\n}","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357296357}} +{"type":"message","id":"f7ac7e4d","parentId":"958274c8","timestamp":"2026-03-01T09:28:24.427Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"步骤2完成！元数据提取成功。现在进行步骤3：内容下载（尝试下载字幕）。","thinkingSignature":"reasoning_content"},{"type":"text","text":"## 步骤3：内容下载（字幕）"},{"type":"toolCall","id":"call_3511ffdfdc6c4922b58b4828","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && CONTENT_DIR=$(python3 ~/work/kb-skills/kb-workflow/kb_workflow.py --content | jq -r '.path') && echo \"Content directory: $CONTENT_DIR\" && python3 ~/work/kb-skills/kb-bilibili-content/bilibili_content.py --id \"BV1uxA8zZEvG\" --type subtitle-download --output \"${CONTENT_DIR}\""}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":334,"output":135,"cacheRead":13952,"cacheWrite":0,"totalTokens":14421,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357296359}} +{"type":"message","id":"6f8c5387","parentId":"f7ac7e4d","timestamp":"2026-03-01T09:28:24.701Z","message":{"role":"toolResult","toolCallId":"call_3511ffdfdc6c4922b58b4828","toolName":"exec","content":[{"type":"text","text":"Content directory: /home/starmen1265/work/knowledge-base/content\n{\n \"success\": true,\n \"type\": \"subtitle-download\",\n \"has_subtitle\": false,\n \"filename\": null,\n \"filepath\": null,\n \"message\": \"下载字幕出错: 412, message='Attempt to decode JSON with unexpected mimetype: text/html', url='https://api.bilibili.com/x/player/pagelist?bvid=BV1uxA8zZEvG'，将使用 Whisper\"\n}"}],"details":{"status":"completed","exitCode":0,"durationMs":272,"aggregated":"Content directory: /home/starmen1265/work/knowledge-base/content\n{\n \"success\": true,\n \"type\": \"subtitle-download\",\n \"has_subtitle\": false,\n \"filename\": null,\n \"filepath\": null,\n \"message\": \"下载字幕出错: 412, message='Attempt to decode JSON with unexpected mimetype: text/html', url='https://api.bilibili.com/x/player/pagelist?bvid=BV1uxA8zZEvG'，将使用 Whisper\"\n}","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357304699}} +{"type":"message","id":"0a860c28","parentId":"6f8c5387","timestamp":"2026-03-01T09:28:35.619Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"步骤3完成，但是 has_subtitle = false，这意味着没有官方字幕。根据流程，我需要：\n1. 下载视频\n2. 使用 Whisper 识别\n\n现在进行步骤4：Whisper语音识别。","thinkingSignature":"reasoning_content"},{"type":"text","text":"## 步骤4：Whisper语音识别（无官方字幕）\n\n### 4.1 下载视频"},{"type":"toolCall","id":"call_fce68299da5041759f7c581c","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && DOWNLOADS_DIR=\"${CONTENT_DIR}/downloads\" && echo \"Downloads directory: $DOWNLOADS_DIR\" && python3 ~/work/kb-skills/kb-bilibili-content/bilibili_content.py --id \"BV1uxA8zZEvG\" --type video --output \"${DOWNLOADS_DIR}\"","timeout":600}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":263,"output":158,"cacheRead":14272,"cacheWrite":0,"totalTokens":14693,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357304701}} +{"type":"message","id":"aba47544","parentId":"0a860c28","timestamp":"2026-03-01T09:28:35.677Z","message":{"role":"toolResult","toolCallId":"call_fce68299da5041759f7c581c","toolName":"exec","content":[{"type":"text","text":"{\n \"status\": \"error\",\n \"tool\": \"exec\",\n \"error\": \"Downloads directory: /downloads\\n{\\n \\\"success\\\": false,\\n \\\"error\\\": \\\"[Errno 13] Permission denied: '/downloads'\\\"\\n}\\n\\nCommand exited with code 1\"\n}"}],"details":{"status":"error","tool":"exec","error":"Downloads directory: /downloads\n{\n \"success\": false,\n \"error\": \"[Errno 13] Permission denied: '/downloads'\"\n}\n\nCommand exited with code 1"},"isError":false,"timestamp":1772357315676}} +{"type":"message","id":"6fd90864","parentId":"aba47544","timestamp":"2026-03-01T09:28:41.323Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"变量展开有问题。让我重新执行，先获取 CONTENT_DIR，然后使用它。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_ace1aba2d4e846b5bf555afb","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && CONTENT_DIR=$(python3 ~/work/kb-skills/kb-workflow/kb_workflow.py --content | jq -r '.path') && DOWNLOADS_DIR=\"${CONTENT_DIR}/downloads\" && echo \"Content directory: ${CONTENT_DIR}\" && echo \"Downloads directory: ${DOWNLOADS_DIR}\" && python3 ~/work/kb-skills/kb-bilibili-content/bilibili_content.py --id \"BV1uxA8zZEvG\" --type video --output \"${DOWNLOADS_DIR}\"","timeout":600}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":234,"output":147,"cacheRead":14528,"cacheWrite":0,"totalTokens":14909,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357315677}} +{"type":"message","id":"ec25d9bb","parentId":"6fd90864","timestamp":"2026-03-01T09:28:49.307Z","message":{"role":"toolResult","toolCallId":"call_ace1aba2d4e846b5bf555afb","toolName":"exec","content":[{"type":"text","text":"Content directory: /home/starmen1265/work/knowledge-base/content\nDownloads directory: /home/starmen1265/work/knowledge-base/content/downloads\n获取视频信息: BV1uxA8zZEvG\n下载视频: 字节AI编程分享会：2026年末人类程序员灭绝倒计时：99.9%代码将由AI接管\n格式: 30064+30280\n执行命令: yt-dlp -f 30064+30280 -o...\n✅ 下载完成: 字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\n{\n \"success\": true,\n \"type\": \"video\",\n \"has_subtitle\": false,\n \"filename\": \"字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\",\n \"filepath\": \"/home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\",\n \"message\": \"下载完成: 字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\"\n}"}],"details":{"status":"completed","exitCode":0,"durationMs":7981,"aggregated":"Content directory: /home/starmen1265/work/knowledge-base/content\nDownloads directory: /home/starmen1265/work/knowledge-base/content/downloads\n获取视频信息: BV1uxA8zZEvG\n下载视频: 字节AI编程分享会：2026年末人类程序员灭绝倒计时：99.9%代码将由AI接管\n格式: 30064+30280\n执行命令: yt-dlp -f 30064+30280 -o...\n✅ 下载完成: 字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\n{\n \"success\": true,\n \"type\": \"video\",\n \"has_subtitle\": false,\n \"filename\": \"字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\",\n \"filepath\": \"/home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\",\n \"message\": \"下载完成: 字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\"\n}","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357329305}} +{"type":"message","id":"2434c8d1","parentId":"ec25d9bb","timestamp":"2026-03-01T09:28:58.323Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"太好了！视频下载成功。现在使用 Whisper 进行语音识别。","thinkingSignature":"reasoning_content"},{"type":"text","text":"### 4.2 Whisper 语音识别"},{"type":"toolCall","id":"call_4fba94d6ce344dd7bea2a19e","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && CONTENT_DIR=$(python3 ~/work/kb-skills/kb-workflow/kb_workflow.py --content | jq -r '.path') && VIDEO_FILE=\"/home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\" && echo \"Video file: ${VIDEO_FILE}\" && echo \"Content directory: ${CONTENT_DIR}\" && python3 ~/work/kb-skills/kb-whisper/whisper.py --input \"${VIDEO_FILE}\" --model base --output \"${CONTENT_DIR}\"","timeout":1200}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":441,"output":170,"cacheRead":14720,"cacheWrite":0,"totalTokens":15331,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357329307}} +{"type":"message","id":"08a95172","parentId":"2434c8d1","timestamp":"2026-03-01T09:29:08.347Z","message":{"role":"toolResult","toolCallId":"call_4fba94d6ce344dd7bea2a19e","toolName":"exec","content":[{"type":"text","text":"Command still running (session quick-coral, pid 1364742). Use process (list/poll/log/write/kill/clear/remove) for follow-up."}],"details":{"status":"running","sessionId":"quick-coral","pid":1364742,"startedAt":1772357338323,"cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace","tail":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content\n"},"isError":false,"timestamp":1772357348339}} +{"type":"message","id":"23a059ad","parentId":"08a95172","timestamp":"2026-03-01T09:29:15.362Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Whisper 正在运行。让我检查一下进程状态。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_af9f48e268e94b31bb235ee4","name":"process","arguments":{"action":"log","sessionId":"quick-coral"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":265,"output":31,"cacheRead":15104,"cacheWrite":0,"totalTokens":15400,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357348347}} +{"type":"message","id":"9e0b5c42","parentId":"23a059ad","timestamp":"2026-03-01T09:29:15.372Z","message":{"role":"toolResult","toolCallId":"call_af9f48e268e94b31bb235ee4","toolName":"process","content":[{"type":"text","text":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content"}],"details":{"status":"running","sessionId":"quick-coral","total":2,"totalLines":2,"totalChars":174,"truncated":false,"name":"source ~/.kb_env"},"isError":false,"timestamp":1772357355370}} +{"type":"message","id":"5be7d1b2","parentId":"9e0b5c42","timestamp":"2026-03-01T09:29:18.250Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"看起来 Whisper 还在运行中，但没有更多输出。让我等待一下，然后再检查。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_c6754d1934404619ad9b6c5e","name":"exec","arguments":{"command":"sleep 30 && echo \"Waited 30 seconds\""}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":97,"output":40,"cacheRead":15360,"cacheWrite":0,"totalTokens":15497,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357355372}} +{"type":"message","id":"dab53993","parentId":"5be7d1b2","timestamp":"2026-03-01T09:29:28.278Z","message":{"role":"toolResult","toolCallId":"call_c6754d1934404619ad9b6c5e","toolName":"exec","content":[{"type":"text","text":"Command still running (session sharp-ridge, pid 1372045). Use process (list/poll/log/write/kill/clear/remove) for follow-up."}],"details":{"status":"running","sessionId":"sharp-ridge","pid":1372045,"startedAt":1772357358251,"cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace","tail":""},"isError":false,"timestamp":1772357368269}} +{"type":"message","id":"306e2292","parentId":"dab53993","timestamp":"2026-03-01T09:29:35.472Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"让我直接检查 quick-coral 进程的状态。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_ac4666f9bd414abb9a7c006f","name":"process","arguments":{"action":"poll","sessionId":"quick-coral"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":110,"output":29,"cacheRead":15424,"cacheWrite":0,"totalTokens":15563,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357368278}} +{"type":"message","id":"708a2132","parentId":"306e2292","timestamp":"2026-03-01T09:29:35.481Z","message":{"role":"toolResult","toolCallId":"call_ac4666f9bd414abb9a7c006f","toolName":"process","content":[{"type":"text","text":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content\n\nProcess still running."}],"details":{"status":"running","sessionId":"quick-coral","aggregated":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content\n","name":"source ~/.kb_env"},"isError":false,"timestamp":1772357375479}} +{"type":"message","id":"e4602a65","parentId":"708a2132","timestamp":"2026-03-01T09:29:43.912Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Whisper 仍在运行。让我再等待一段时间。这个过程可能需要几分钟，因为视频可能比较长。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_437cb983211a4cab80455afd","name":"process","arguments":{"action":"poll","sessionId":"quick-coral"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":137,"output":41,"cacheRead":15488,"cacheWrite":0,"totalTokens":15666,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357375481}} +{"type":"message","id":"8d476f58","parentId":"e4602a65","timestamp":"2026-03-01T09:29:43.916Z","message":{"role":"toolResult","toolCallId":"call_437cb983211a4cab80455afd","toolName":"process","content":[{"type":"text","text":"(no new output)\n\nProcess still running."}],"details":{"status":"running","sessionId":"quick-coral","aggregated":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content\n","name":"source ~/.kb_env"},"isError":false,"timestamp":1772357383913}} +{"type":"message","id":"d59668d7","parentId":"8d476f58","timestamp":"2026-03-01T09:29:49.730Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"让我等待更长时间，然后再检查。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_1a3d1fa4009c47c981d8f038","name":"process","arguments":{"action":"poll","sessionId":"quick-coral"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":62,"output":27,"cacheRead":15616,"cacheWrite":0,"totalTokens":15705,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357383916}} +{"type":"message","id":"4ae96948","parentId":"d59668d7","timestamp":"2026-03-01T09:29:49.741Z","message":{"role":"toolResult","toolCallId":"call_1a3d1fa4009c47c981d8f038","toolName":"process","content":[{"type":"text","text":"(no new output)\n\nProcess still running."}],"details":{"status":"running","sessionId":"quick-coral","aggregated":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content\n","name":"source ~/.kb_env"},"isError":false,"timestamp":1772357389738}} +{"type":"message","id":"1b317109","parentId":"4ae96948","timestamp":"2026-03-01T09:29:53.956Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Whisper 仍在运行。让我再等待一会儿。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_029c7e2b06a54c8d8817aa6b","name":"process","arguments":{"action":"poll","sessionId":"quick-coral"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":101,"output":30,"cacheRead":15616,"cacheWrite":0,"totalTokens":15747,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357389741}} +{"type":"message","id":"457021a3","parentId":"1b317109","timestamp":"2026-03-01T09:29:53.964Z","message":{"role":"toolResult","toolCallId":"call_029c7e2b06a54c8d8817aa6b","toolName":"process","content":[{"type":"text","text":"(no new output)\n\nProcess still running."}],"details":{"status":"running","sessionId":"quick-coral","aggregated":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content\n","name":"source ~/.kb_env"},"isError":false,"timestamp":1772357393962}} 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/home/starmen1265/work/knowledge-base/content\n✓ Whisper.cpp 路径: /home/starmen1265/whisper.cpp\n✓ 使用模型: base\n\n📁 处理文件: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\n📁 输出目录: /home/starmen1265/work/knowledge-base/content\n\n🔄 步骤1: 转换音频格式...\n转换音频格式: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4 -> /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管_audio.wav\n音频转换完成\n\n🎙️ 步骤2: 语音识别 (语言: zh)...\n执行命令: /home/starmen1265/whisper.cpp/whisper-cli -m /home/starmen1265/whisper.cpp/models/ggml-base.bin -f /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管_audio.wav -of /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管 -l zh --output-txt --output-srt --output-json\n✓ 清理临时文件\n\n📝 步骤3: 生成输出文件...\n\n✅ 处理完成!\n 时长: 1295 秒\n 分段数: 843\n\n📄 输出文件:\n • TXT: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt (21,122 bytes)\n • SRT: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.srt (50,519 bytes)\n • JSON: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.json (119,855 bytes)\n\n📋 Workflow JSON:\n{\n \"success\": true,\n \"tool\": \"whisper\",\n \"text_length\": 8427,\n \"segments_count\": 843\n}\n\n\nProcess exited with code 0."}],"details":{"status":"completed","sessionId":"quick-coral","exitCode":0,"aggregated":"Video file: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\nContent directory: /home/starmen1265/work/knowledge-base/content\n✓ Whisper.cpp 路径: /home/starmen1265/whisper.cpp\n✓ 使用模型: base\n\n📁 处理文件: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4\n📁 输出目录: /home/starmen1265/work/knowledge-base/content\n\n🔄 步骤1: 转换音频格式...\n转换音频格式: /home/starmen1265/work/knowledge-base/content/downloads/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.mp4 -> /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管_audio.wav\n音频转换完成\n\n🎙️ 步骤2: 语音识别 (语言: zh)...\n执行命令: /home/starmen1265/whisper.cpp/whisper-cli -m /home/starmen1265/whisper.cpp/models/ggml-base.bin -f /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管_audio.wav -of /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管 -l zh --output-txt --output-srt --output-json\n✓ 清理临时文件\n\n📝 步骤3: 生成输出文件...\n\n✅ 处理完成!\n 时长: 1295 秒\n 分段数: 843\n\n📄 输出文件:\n • TXT: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt (21,122 bytes)\n • SRT: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.srt (50,519 bytes)\n • JSON: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.json (119,855 bytes)\n\n📋 Workflow JSON:\n{\n \"success\": true,\n \"tool\": \"whisper\",\n \"text_length\": 8427,\n \"segments_count\": 843\n}\n","name":"source ~/.kb_env"},"isError":false,"timestamp":1772357470173}} +{"type":"message","id":"7e9ebf7b","parentId":"76072d9d","timestamp":"2026-03-01T09:31:23.807Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"太好了！Whisper 识别完成！输出文件：\n- TXT: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt\n- SRT: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.srt\n- JSON: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.json\n\n现在进行步骤5：深度分析。","thinkingSignature":"reasoning_content"},{"type":"text","text":"## 步骤5：深度分析"},{"type":"toolCall","id":"call_080e4b3d7e7e41caafef586f","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && ANALYZED_DIR=$(python3 ~/work/kb-skills/kb-workflow/kb_workflow.py --analyzed | jq -r '.path') && METADATA_FILE=\"/home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\" && CONTENT_FILE=\"/home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt\" && echo \"Analyzed directory: ${ANALYZED_DIR}\" && echo \"Metadata file: ${METADATA_FILE}\" && echo \"Content file: ${CONTENT_FILE}\" && python3 ~/work/kb-skills/kb-deep-analyzer/deep_analyzer.py --metadata \"${METADATA_FILE}\" --content \"${CONTENT_FILE}\" --output \"${ANALYZED_DIR}/bilibili_BV1uxA8zZEvG.md\" --provider zhipu --model glm-5","timeout":600}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":687,"output":368,"cacheRead":16320,"cacheWrite":0,"totalTokens":17375,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357470175}} +{"type":"message","id":"153e98a7","parentId":"7e9ebf7b","timestamp":"2026-03-01T09:31:23.877Z","message":{"role":"toolResult","toolCallId":"call_080e4b3d7e7e41caafef586f","toolName":"exec","content":[{"type":"text","text":"{\n \"status\": \"error\",\n \"tool\": \"exec\",\n \"error\": \"Analyzed directory: /home/starmen1265/work/knowledge-base/analyzed\\nMetadata file: /home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\\nContent file: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt\\n[Main] 加载元数据: /home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\\n[Main] 加载内容: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt\\n{\\n \\\"success\\\": false,\\n \\\"error\\\": \\\"Expecting value: line 1 column 1 (char 0)\\\"\\n}\\n\\nCommand exited with code 1\"\n}"}],"details":{"status":"error","tool":"exec","error":"Analyzed directory: /home/starmen1265/work/knowledge-base/analyzed\nMetadata file: /home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\nContent file: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt\n[Main] 加载元数据: /home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\n[Main] 加载内容: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt\n{\n \"success\": false,\n \"error\": \"Expecting value: line 1 column 1 (char 0)\"\n}\n\nCommand exited with code 1"},"isError":false,"timestamp":1772357483875}} +{"type":"message","id":"7190ff3d","parentId":"153e98a7","timestamp":"2026-03-01T09:31:31.032Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"深度分析失败了。错误是 \"Expecting value: line 1 column 1 (char 0)\"，这通常是 JSON 解析错误。让我检查一下元数据文件。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_1b2e8632d05746b0afc4cba3","name":"read","arguments":{"file_path":"/home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":645,"output":75,"cacheRead":16960,"cacheWrite":0,"totalTokens":17680,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357483877}} +{"type":"message","id":"1a3ee5dc","parentId":"7190ff3d","timestamp":"2026-03-01T09:31:31.046Z","message":{"role":"toolResult","toolCallId":"call_1b2e8632d05746b0afc4cba3","toolName":"read","content":[{"type":"text","text":"{\n \"metadata\": {\n \"title\": \"字节AI编程分享会：2026年末人类程序员灭绝倒计时：99.9%代码将由AI接管\",\n \"author\": \"剑桥图灵子\",\n \"bvid\": \"BV1uxA8zZEvG\",\n \"aid\": 116147609405679,\n \"mid\": 3546775822534944,\n \"pubtime\": \"2026-02-28 17:50:28\",\n \"duration\": \"21:37\",\n \"url\": \"https://www.bilibili.com/video/BV1uxA8zZEvG\",\n \"tags\": \"\"\n },\n \"stats\": {\n \"view\": 36643,\n \"danmaku\": 20,\n \"reply\": 189,\n \"favorite\": 1130,\n \"coin\": 111,\n \"share\": 380,\n \"like\": 452\n },\n \"subtitle\": \"\",\n \"description\": \"\"\n}"}],"isError":false,"timestamp":1772357491044}} +{"type":"message","id":"4e01d17e","parentId":"1a3ee5dc","timestamp":"2026-03-01T09:31:36.442Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"元数据文件看起来正常。让我检查一下内容文件。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_ce81e5ddc14a43778a48ae91","name":"read","arguments":{"file_path":"/home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt","limit":50}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":308,"output":60,"cacheRead":17600,"cacheWrite":0,"totalTokens":17968,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357491046}} +{"type":"message","id":"adf56c43","parentId":"4e01d17e","timestamp":"2026-03-01T09:31:36.458Z","message":{"role":"toolResult","toolCallId":"call_ce81e5ddc14a43778a48ae91","toolName":"read","content":[{"type":"text","text":"大家下午好我是最后一个\n我先实际上我刚在上海那边讲了一场\n周一于AI的课\n所以实际上我是是比较罕见的同时\n学计算机的同时有懂周一的一个人\n今天这个讲座是关于AI编程的\n所以我其实没有太多讲我选选的一部分的生活\n而是这种计算机的生活\n我的主题叫编程的起点\n与Decoding组织的一个计划\n我不太喜欢VIPCoding这个词\n我过而到第三章的时候会讲一讲\n为什么我觉得AICoding它实际上更多的是个工具\n而不是让大家用来外避用的\n先介绍一下我自己\n我是近小粉锤\nPC在分寸读的都是计算机\n之前在苹果公司做APP搜索\n在调水做投资短暂的待过百度跟IPG\n现在公司创业项目叫安息设\n也不叫算的准\n虽然它是个AI选选IPP为了商价\n我也在做自己的创实IP叫那个近乔图领子\nB站小红书视频号都在做\n欢迎大家有机会可以关注一下\n深度的文章医报放到公众号里面\n首先跟小红书一般放一些流量的视频\n机汤多一些\n我今天大概讲这么几个点吧\n第一个点就是\n不光是我这么认为传播人家的一个共识\n是编程的起点\n几点到来今年\nAGI不一定今年到来\n但是编程在今年年末的时候\n2026年年末的时候\n我们可能绝大多数\n90%就在9%以上的代码都不会是人鞋的\n第二点会讲一讲\n我们在接触AI编程的时候\n用什么样的方式去接触这个事\n有两种完全不一样的方式\n第三个是叫AI勇年到那一张的时候\n为大家读一下它是讲什么的\n第四个就咱讲一讲\n就是我AI之间的一个智能的怎么样\n鞋作而产生智能\n这个是马年兔的时候\n马斯克发的一个说\n我们基本上\n\n[794 more lines in file. Use offset=51 to continue.]"}],"isError":false,"timestamp":1772357496456}} +{"type":"message","id":"28d13137","parentId":"adf56c43","timestamp":"2026-03-01T09:31:40.940Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"内容文件也看起来正常。让我检查一下深度分析器的代码，看看是什么问题。可能是深度分析器期望某个特定的 JSON 格式。让我查看一下之前成功的案例。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_b3104d1089b14879807b9bf6","name":"read","arguments":{"file_path":"/home/starmen1265/work/knowledge-base/metadata/zhihu_1894054073625461813.meta.json"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":505,"output":76,"cacheRead":17856,"cacheWrite":0,"totalTokens":18437,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357496458}} +{"type":"message","id":"1469d9d8","parentId":"28d13137","timestamp":"2026-03-01T09:31:40.976Z","message":{"role":"toolResult","toolCallId":"call_b3104d1089b14879807b9bf6","toolName":"read","content":[{"type":"text","text":"{\n \"type\": \"zhuanlan\",\n \"id\": \"1894054073625461813\",\n \"url\": \"https://zhuanlan.zhihu.com/p/1894054073625461813\",\n \"title\": \"如何高效的爬取微信公众号\",\n \"author\": \"\",\n \"publish_time\": \"\",\n \"vote_up\": 0,\n \"content_markdown\": \"\",\n \"raw_html\": \"\",\n \"content_file\": \"/home/starmen1265/work/knowledge-base/content/zhihu_article_如何高效的爬取微信公众号.md\"\n}"}],"isError":false,"timestamp":1772357500975}} +{"type":"message","id":"cb5df729","parentId":"1469d9d8","timestamp":"2026-03-01T09:31:47.323Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"我看到了不同。知乎的元数据有 content_file 字段，而B站的没有。让我检查一下深度分析器的代码，看看它期望什么样的输入。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_8c6916a0c08448259ae9a6be","name":"read","arguments":{"file_path":"/home/starmen1265/work/kb-skills/kb-deep-analyzer/deep_analyzer.py","limit":100}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":265,"output":72,"cacheRead":18304,"cacheWrite":0,"totalTokens":18641,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357500976}} +{"type":"message","id":"299b8272","parentId":"cb5df729","timestamp":"2026-03-01T09:31:47.335Z","message":{"role":"toolResult","toolCallId":"call_8c6916a0c08448259ae9a6be","toolName":"read","content":[{"type":"text","text":"#!/usr/bin/env python3\n\"\"\"Deep Analyzer - AI 深度内容分析工具\n\n一次性调用 AI 生成完整深度分析报告。\n\nUsage:\n python deep_analyzer.py --metadata meta.json --content content.json --output analysis.md [--type video]\n python deep_analyzer.py --help\n\"\"\"\n\nimport argparse\nimport json\nimport os\nimport sys\nimport re\nfrom datetime import datetime\nfrom pathlib import Path\nfrom typing import Dict, Any, List\nfrom dataclasses import dataclass, field\n\n\n# ============== 数据模型 ==============\n\n@dataclass\nclass AnalysisResult:\n \"\"\"分析结果\"\"\"\n summary: str = \"\"\n main_topics: List[str] = field(default_factory=list)\n key_insights: List[str] = field(default_factory=list)\n recommended_tags: List[str] = field(default_factory=list)\n full_analysis: str = \"\"\n\n\n# ============== AI 客户端 ==============\n\nclass SimpleAIClient:\n \"\"\"AI 客户端\"\"\"\n\n def __init__(self, api_key: str = None, provider: str = None, model: str = None, base_url: str = None):\n self.api_key = api_key or os.environ.get(\"AI_API_KEY\", \"\")\n self.provider = provider or os.environ.get(\"AI_PROVIDER\", \"\")\n self.model = model or os.environ.get(\"AI_MODEL\", \"glm-5\")\n self.base_url = base_url or os.environ.get(\"AI_BASE_URL\", \"\")\n self.max_retries = 3\n\n def generate(self, prompt: str, max_tokens: int = 16000) -> str:\n \"\"\"生成文本\"\"\"\n api_key = os.environ.get(\"AI_API_KEY\", self.api_key)\n provider = os.environ.get(\"AI_PROVIDER\", self.provider)\n model = os.environ.get(\"AI_MODEL\", self.model)\n base_url = os.environ.get(\"AI_BASE_URL\", self.base_url)\n\n if not api_key:\n raise ValueError(\"AI_API_KEY 未设置\")\n\n for attempt in range(self.max_retries):\n try:\n import time\n start_time = time.time()\n print(f\"[AI Client] 开始调用 AI...\")\n\n if provider == \"openai\":\n result = self._call_openai(prompt, max_tokens, api_key, model, base_url)\n elif provider == \"zhipu\":\n result = self._call_zhipu(prompt, max_tokens, api_key, model, base_url)\n elif provider == \"minimax\":\n result = self._call_minimax(prompt, max_tokens, api_key, model, base_url)\n else:\n raise ValueError(f\"不支持的 AI 提供商: {provider}\")\n\n elapsed = time.time() - start_time\n print(f\"[AI Client] AI 调用完成，耗时: {elapsed:.2f}秒\")\n return result\n except Exception as e:\n if attempt < self.max_retries - 1:\n print(f\"[AI Client] 第 {attempt + 1} 次调用失败，{self.max_retries - attempt - 1} 次重试剩余: {e}\")\n continue\n else:\n raise\n\n def _call_openai(self, prompt: str, max_tokens: int, api_key: str, model: str, base_url: str) -> str:\n import requests\n url = f\"{base_url}/chat/completions\" if base_url else \"https://api.openai.com/v1/chat/completions\"\n headers = {\"Authorization\": f\"Bearer {api_key}\", \"Content-Type\": \"application/json\"}\n payload = {\"model\": model, \"max_tokens\": max_tokens, \"messages\": [{\"role\": \"user\", \"content\": prompt}]}\n response = requests.post(url, headers=headers, json=payload, timeout=600)\n response.raise_for_status()\n return response.json()['choices'][0]['message']['content']\n\n def _call_zhipu(self, prompt: str, max_tokens: int, api_key: str, model: str, base_url: str) -> str:\n import requests\n base_url = base_url or \"https://open.bigmodel.cn/api/coding/paas/v4\"\n url = f\"{base_url}/chat/completions\"\n headers = {\"Authorization\": f\"Bearer {api_key}\"}\n payload = {\"model\": model, \"messages\": [{\"role\": \"user\", \"content\": prompt}], \"max_tokens\": max_tokens}\n response = requests.post(url, headers=headers, json=payload, timeout=600)\n response.raise_for_status()\n data = response.json()\n message = data.get('choices', [{}])[0].get('message', {})\n content = message.get('content', '')\n\n[412 more lines in file. Use offset=101 to continue.]"}],"isError":false,"timestamp":1772357507334}} +{"type":"message","id":"5e422676","parentId":"299b8272","timestamp":"2026-03-01T09:31:51.597Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"让我继续阅读代码，特别是主函数部分，看看它如何加载元数据和内容文件。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_23abad5f36c6498f97c3633a","name":"read","arguments":{"file_path":"/home/starmen1265/work/kb-skills/kb-deep-analyzer/deep_analyzer.py","offset":450,"limit":100}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":1096,"output":64,"cacheRead":18560,"cacheWrite":0,"totalTokens":19720,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357507335}} +{"type":"message","id":"e5ef73f0","parentId":"5e422676","timestamp":"2026-03-01T09:31:51.611Z","message":{"role":"toolResult","toolCallId":"call_23abad5f36c6498f97c3633a","toolName":"read","content":[{"type":"text","text":" model=args.model or os.environ.get(\"AI_MODEL\", \"glm-5\"),\n base_url=args.base_url or os.environ.get(\"AI_BASE_URL\", \"\")\n )\n analyzer = DeepAnalyzer(ai_client)\n\n # 执行分析\n print(f\"[Main] 开始分析...\")\n result = analyzer.analyze(metadata, content)\n\n # 使用 AI 生成的原始内容（保留 Markdown 格式）\n full_analysis = result.full_analysis\n \n # 删除内容中的\"标签\" section（只保留 frontmatter 中的 tags）\n # 匹配 ## 标签 或 标签（无##）到下一个 ## 或文件结尾之间的内容\n full_analysis = re.sub(r'(## ?)?标签\\n[\\s\\S]*?(?=\\n## ?|\\n时间轴|---|\\Z)', '', full_analysis)\n # 清理多余的空行\n full_analysis = re.sub(r'\\n{3,}', '\\n\\n', full_analysis)\n\n # 写入输出\n os.makedirs(os.path.dirname(os.path.abspath(args.output)), exist_ok=True)\n \n with open(args.output, 'w', encoding='utf-8') as f:\n # 添加 frontmatter\n if not args.no_frontmatter:\n fm = generate_frontmatter(metadata, result)\n f.write(fm + \"\\n\\n\")\n \n # 写入分析内容\n f.write(full_analysis)\n\n # 输出结果\n output = {\n \"success\": True,\n \"filename\": Path(args.output).name,\n \"filepath\": str(Path(args.output).resolve()),\n \"message\": \"深度分析完成\",\n \"stats\": {\n \"summary_length\": len(result.summary) if result.summary else 0,\n \"topics_count\": len(result.main_topics),\n \"insights_count\": len(result.key_insights),\n \"tags_count\": len(result.recommended_tags)\n }\n }\n print(json.dumps(output, ensure_ascii=False, indent=2))\n\n\ndef format_duration(seconds: int) -> str:\n \"\"\"格式化时长\"\"\"\n h = seconds // 3600\n m = (seconds % 3600) // 60\n s = seconds % 60\n if h > 0:\n return f\"{h}:{m:02d}:{s:02d}\"\n return f\"{m}:{s:02d}\"\n\n\nif __name__ == \"__main__\":\n try:\n main()\n except Exception as e:\n print(json.dumps({\"success\": False, \"error\": str(e)}, ensure_ascii=False, indent=2))\n sys.exit(1)\n"}],"isError":false,"timestamp":1772357511609}} +{"type":"message","id":"9dc7d874","parentId":"e5ef73f0","timestamp":"2026-03-01T09:31:58.237Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"让我找到加载元数据和内容的部分。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_6f4ae7d86ebb4bc38ca09c6d","name":"read","arguments":{"file_path":"/home/starmen1265/work/kb-skills/kb-deep-analyzer/deep_analyzer.py","limit":50,"offset":400}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":614,"output":53,"cacheRead":19648,"cacheWrite":0,"totalTokens":20315,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357511611}} +{"type":"message","id":"81300bca","parentId":"9dc7d874","timestamp":"2026-03-01T09:31:58.244Z","message":{"role":"toolResult","toolCallId":"call_6f4ae7d86ebb4bc38ca09c6d","toolName":"read","content":[{"type":"text","text":"def main():\n parser = argparse.ArgumentParser(description=\"Deep Analyzer - AI 深度内容分析工具\")\n parser.add_argument(\"--metadata\", \"-m\", required=True, help=\"元数据 JSON 文件路径\")\n parser.add_argument(\"--content\", \"-c\", required=True, help=\"内容 JSON 文件路径\")\n parser.add_argument(\"--output\", \"-o\", required=True, help=\"输出 Markdown 文件路径\")\n parser.add_argument(\"--type\", \"-t\", default=\"video\", choices=[\"video\", \"article\"], help=\"内容类型\")\n parser.add_argument(\"--api-key\", \"-k\", default=None, help=\"AI API Key\")\n parser.add_argument(\"--provider\", \"-p\", default=None, choices=[\"openai\", \"zhipu\", \"minimax\"], help=\"AI 提供商\")\n parser.add_argument(\"--model\", default=None, help=\"AI 模型\")\n parser.add_argument(\"--base-url\", \"-u\", default=None, help=\"API Base URL\")\n parser.add_argument(\"--no-frontmatter\", action=\"store_true\", help=\"不生成 frontmatter\")\n\n args = parser.parse_args()\n\n # 加载数据\n print(f\"[Main] 加载元数据: {args.metadata}\")\n raw_metadata = load_json(args.metadata)\n\n print(f\"[Main] 加载内容: {args.content}\")\n content = load_json(args.content)\n\n # 标准化元数据\n metadata = {}\n if 'title' in raw_metadata:\n metadata = raw_metadata.copy()\n # 处理 duration\n duration = metadata.get('duration', 0)\n if isinstance(duration, str) and ':' in duration:\n parts = duration.split(':')\n try:\n metadata['duration'] = int(parts[0]) * 60 + int(parts[1])\n except:\n pass\n metadata['duration_str'] = format_duration(metadata.get('duration', 0))\n elif 'metadata' in raw_metadata:\n meta = raw_metadata['metadata']\n metadata = meta.copy()\n duration = metadata.get('duration', 0)\n if isinstance(duration, str) and ':' in duration:\n parts = duration.split(':')\n try:\n metadata['duration'] = int(parts[0]) * 60 + int(parts[1])\n except:\n pass\n metadata['duration_str'] = format_duration(metadata.get('duration', 0))\n \n # 初始化\n ai_client = SimpleAIClient(\n api_key=args.api_key or os.environ.get(\"AI_API_KEY\", \"\"),\n provider=args.provider or os.environ.get(\"AI_PROVIDER\", \"\"),\n\n[63 more lines in file. Use offset=450 to continue.]"}],"isError":false,"timestamp":1772357518242}} +{"type":"message","id":"6407913a","parentId":"81300bca","timestamp":"2026-03-01T09:32:03.112Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"我看到了问题！深度分析器期望内容是一个 JSON 文件（load_json(args.content)），但我们提供的是 TXT 文件。让我检查一下 load_json 函数。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_d348b5081aa2440493ed7704","name":"exec","arguments":{"command":"grep -n \"def load_json\" ~/work/kb-skills/kb-deep-analyzer/deep_analyzer.py"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":649,"output":70,"cacheRead":20224,"cacheWrite":0,"totalTokens":20943,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357518244}} +{"type":"message","id":"d41fad06","parentId":"6407913a","timestamp":"2026-03-01T09:32:03.122Z","message":{"role":"toolResult","toolCallId":"call_d348b5081aa2440493ed7704","toolName":"exec","content":[{"type":"text","text":"358:def load_json(file_path: str) -> Dict:"}],"details":{"status":"completed","exitCode":0,"durationMs":8,"aggregated":"358:def load_json(file_path: str) -> Dict:","cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace"},"isError":false,"timestamp":1772357523120}} +{"type":"message","id":"d0fa84fa","parentId":"d41fad06","timestamp":"2026-03-01T09:32:08.221Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"让我查看 load_json 函数的实现。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_894ba05ee30e4719ba279a93","name":"read","arguments":{"file_path":"/home/starmen1265/work/kb-skills/kb-deep-analyzer/deep_analyzer.py","limit":20,"offset":358}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":96,"output":54,"cacheRead":20864,"cacheWrite":0,"totalTokens":21014,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357523122}} +{"type":"message","id":"ff058326","parentId":"d0fa84fa","timestamp":"2026-03-01T09:32:08.234Z","message":{"role":"toolResult","toolCallId":"call_894ba05ee30e4719ba279a93","toolName":"read","content":[{"type":"text","text":"def load_json(file_path: str) -> Dict:\n \"\"\"加载 JSON 文件\"\"\"\n if not file_path or not os.path.exists(file_path):\n return {}\n with open(file_path, 'r', encoding='utf-8') as f:\n return json.load(f)\n\n\ndef generate_frontmatter(metadata: Dict, result: AnalysisResult) -> str:\n \"\"\"生成 Markdown frontmatter\"\"\"\n # 提取标签\n tags = result.recommended_tags or []\n \n # 格式化日期\n pubtime = metadata.get('pubtime', '')\n if pubtime:\n date_str = str(pubtime)[:10]\n else:\n date_str = datetime.now().strftime('%Y-%m-%d')\n \n\n[135 more lines in file. Use offset=378 to continue.]"}],"isError":false,"timestamp":1772357528232}} +{"type":"message","id":"e44fda6f","parentId":"ff058326","timestamp":"2026-03-01T09:32:20.088Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"我明白了！深度分析器期望内容文件是一个 JSON 文件，而不是 TXT 文件。我应该使用 Whisper 生成的 JSON 文件，而不是 TXT 文件。让我重新执行深度分析。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_808c888b49f9461f9fe2f0c7","name":"exec","arguments":{"command":"source ~/.kb_env && cd ~/work/knowledge-base && ANALYZED_DIR=$(python3 ~/work/kb-skills/kb-workflow/kb_workflow.py --analyzed | jq -r '.path') && METADATA_FILE=\"/home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\" && CONTENT_FILE=\"/home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.json\" && echo \"Analyzed directory: ${ANALYZED_DIR}\" && echo \"Metadata file: ${METADATA_FILE}\" && echo \"Content file: ${CONTENT_FILE}\" && python3 ~/work/kb-skills/kb-deep-analyzer/deep_analyzer.py --metadata \"${METADATA_FILE}\" --content \"${CONTENT_FILE}\" --output \"${ANALYZED_DIR}/bilibili_BV1uxA8zZEvG.md\" --provider zhipu --model glm-5","timeout":600}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":255,"output":269,"cacheRead":20928,"cacheWrite":0,"totalTokens":21452,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357528234}} +{"type":"message","id":"96370f98","parentId":"e44fda6f","timestamp":"2026-03-01T09:32:30.116Z","message":{"role":"toolResult","toolCallId":"call_808c888b49f9461f9fe2f0c7","toolName":"exec","content":[{"type":"text","text":"Command still running (session good-orbit, pid 1416514). Use process (list/poll/log/write/kill/clear/remove) for follow-up."}],"details":{"status":"running","sessionId":"good-orbit","pid":1416514,"startedAt":1772357540088,"cwd":"/home/starmen1265/.openclaw/agents/knowledge-base/workspace","tail":"Analyzed directory: /home/starmen1265/work/knowledge-base/analyzed\nMetadata file: /home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\nContent file: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.json\n"},"isError":false,"timestamp":1772357550104}} +{"type":"message","id":"1090448e","parentId":"96370f98","timestamp":"2026-03-01T09:32:34.600Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"深度分析正在运行。让我检查一下进程状态。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_5e99cf085b684e3ab760110e","name":"process","arguments":{"action":"log","sessionId":"good-orbit"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":370,"output":30,"cacheRead":21120,"cacheWrite":0,"totalTokens":21520,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357550116}} +{"type":"message","id":"b56aaeec","parentId":"1090448e","timestamp":"2026-03-01T09:32:34.633Z","message":{"role":"toolResult","toolCallId":"call_5e99cf085b684e3ab760110e","toolName":"process","content":[{"type":"text","text":"Analyzed directory: /home/starmen1265/work/knowledge-base/analyzed\nMetadata file: /home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json\nContent file: /home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.json"}],"details":{"status":"running","sessionId":"good-orbit","total":3,"totalLines":3,"totalChars":263,"truncated":false,"name":"source ~/.kb_env"},"isError":false,"timestamp":1772357554631}} +{"type":"message","id":"452956b5","parentId":"b56aaeec","timestamp":"2026-03-01T09:32:38.019Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"深度分析正在运行。让我等待一段时间。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_2481ad21df1e4225a5768146","name":"process","arguments":{"action":"poll","sessionId":"good-orbit"}}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":170,"output":28,"cacheRead":21440,"cacheWrite":0,"totalTokens":21638,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1772357554633}} 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+{"type":"message","id":"6982c76c","parentId":"05405a2d","timestamp":"2026-03-01T09:35:28.593Z","message":{"role":"toolResult","toolCallId":"call_83eea6a72c1a4298b2228a97","toolName":"read","content":[{"type":"text","text":"---\ntitle: \"字节AI编程分享会：2026年末人类程序员灭绝倒计时：99.9%代码将由AI接管\"\ndate: 2026-02-28\nduration: 21:37\nauthor: 剑桥图灵子\nbvid: BV1uxA8zZEvG\nplatform: bilibili\nurl: https://www.bilibili.com/video/BV1uxA8zZEvG\ntags: [\"AI编程奇点\", \"程序员转型\", \"Agent开发实战\", \"人机协作心法\", \"科技行业洞察\"]\n---\n\n## 标题\n2026编程奇点：人类程序员灭绝与AI原住民时代的生存法则\n\n## 摘要\n本视频由兼具计算机与周易背景的创业者“剑桥图灵子”发布于2026年2月，核心探讨了AGI时代下编程行业的剧变与个人生存策略。讲者断言2026年为“编程奇点年”，预计到年末99%的代码将由AI生成，传统初级程序员岗位将彻底消失，行业进入“AI主导、人类辅助”的原生开发模式。\n\n视频深入剖析了这一变革对人才市场的影响，指出应届毕业生面临失业危机，而具备系统架构能力和全栈视野的资深开发者（如CTO、架构师）价值将进一步放大。讲者提出了两种应对AI的心态：对于专业人士，需转型为“智能体管理者”，掌握架构约束与代码审查权；对于非技术人员，建议采用“富二代空降”心态，利用“向上管理”的逻辑通过Interview Mode引导AI完成需求。\n\n此外，视频详细披露了一种名为“AI永不眠”的工程化实践，通过技术手段解决大模型上下文限制，实现长时序的自动化开发闭环。最后，讲者通过自身“AI算命”产品的创业案例，展示了多模型对抗（Adversarial）产生的智能涌现，强调了在AI时代快速学习与业务理解能力的重要性。\n\n## 主要主题\n- 编程奇点与代码自动化\n- 程序员职业结构重塑\n- AI人机协作新范式\n- 向上管理AGI心法\n- 长时序自主Agent开发\n- 软件工程测试驱动\n- 全栈能力与架构思维\n- 多模型对抗策略\n- AI原生应用开发\n- 创业公司提效实战\n\n## 关键见解\n- **编程奇点的实质性定义**：2026年作为分水岭，不仅仅是代码生成量的提升，而是软件开发模式从“人机协作”彻底转向“AI原生”。人类角色从“执行者”退化为“审查者”和“责任承担者”，代码生产效率提升的本质是AI接管了从需求到实现的绝大部分逻辑转换。\n- **职业金字塔的残酷挤压**：AI的能力已覆盖至“985高校应届生”甚至“硬件毕业生”水平，导致初级岗位被大规模清洗。生存空间向金字塔顶端收缩，唯有具备“需求翻译”、“任务拆解”和“架构决策”能力的资深人员（架构师/CTO）能驾驭AI这一廉价且强大的劳动力。\n- **“空降CEO”与反向管理**：面对智力远超人类的AGI，人类应放弃“全能”幻想，转而扮演“掌握资源但不懂细节的空降管理者”。通过“Interview First, Code Last”的策略，利用AI的提问来挖掘自身思维盲点，将模糊的动机转化为精确的Spec（规格说明书），这是非技术人员驾驭高级AI的核心心法。\n- **工程化破解AI局限**：针对大模型容易“偷懒”（输出EOS token）、上下文遗忘和自我纠错能力差的问题，视频提出了一套“外挂Python循环+强制TDD”的解决方案。通过外部代码强制AI在测试通过前不停机工作，将非确定性的LLM封装为确定性的工程流水线。\n- **对抗即智能**：单一模型存在盲区，利用不同模型（如GPT与Claude）分别担任攻防角色（开发与测试），通过对抗竞争逼迫AI达到更高智能水平，这类似于AlphaZero的自我博弈，是提升AI产出质量的有效路径。\n\n## 时间轴\n\n### 第 1 部分 (00:00 - 10:00)\n**核心议题：编程奇点的到来与程序员职业危机**\n\n视频开篇，讲者首先确立了其独特的跨学科视角（计算机+周易），并迅速抛出核心论断：2026年是“编程奇点年”。他指出，虽然AGI未必完全到来，但在编程领域，质变已经发生。数据表明，2026年初AI生成代码占比已达70%，预计年末将突破99%。这一变化的直接后果是，软件开发的边际成本归零，传统的“码农”尤其是应届毕业生和初级工程师，因AI已具备相当于985毕业生的编程能力而面临失业风险。\n\n讲者深刻剖析了行业格局的转变。2025年还是“人主AI辅”，如今已成“AI主 human辅”。他提到谷歌、Facebook等大厂的实际操作：AI不仅没有减少工作量，反而成为了裁员和提效的工具——“跑得慢的就被AI追上干掉”。这种残酷的内部赛马机制迫使所有开发者必须掌握AI。\n\n对于职业生存，讲者提出了极具洞察的观点：**AI编程的本质不是让小白变成程序员，而是让架构师拥有了无限廉价的劳动力。** 现阶段AI虽然能写代码，但缺乏对业务的信仰、架构的全局观和上线的责任感。因此，能够理解业务、进行技术选型、拆解任务并做最终Code Review的“管理者”（CTO/架构师）才是AI时代的红利获得者。人类的核心价值从“写代码”变成了“管AI”和“背锅”。这一部分的内容对从业者极具警醒作用，强调了从单一技能向全栈管理能力转型的紧迫性。\n\n### 第 2 部分 (10:00 - 20:00)\n**核心议题：驾驭AGI的心法与“AI永不眠”的工程黑科技**\n\n这一部分是视频的方法论精华，分为“心法”和“技法”两层。\n\n**心法层面**，讲者针对非专业背景人士提出了“富二代空降心态”。既然AGI比人类聪明，人类就应像“空降的富二代CEO”管理精明的高管一样，利用“向上管理”的技巧来驾驭AI。具体操作上，他推荐 **\"Interview First, Code Last\"** 模式：不要急着让AI写代码，而是先开启“面试模式”，让AI不断向人类提问，挖掘需求细节，直至生成详尽的Spec（规格说明书）。这不仅是需求澄清的过程，更是人类通过AI的反馈进行快速认知迭代、填补思维盲区的过程。他认为，人类唯一不可替代的是“造物的动机”，而AI是实现这一动机的万能机器。\n\n**技法层面**，讲者分享了极具极客精神的 **\"AI Never Sleeps\"（AI永不眠）** 开发模式。针对当前AI编程工具（如Cursor、Copilot）无法长时间自主运行的痛点（如Token限制、倾向于输出结束符EOS、自我纠错差），他构建了一套基于 **TDD（测试驱动开发）** 的自动化闭环系统。\n其核心逻辑是：\n1. **外部强制循环**：用Python脚本包裹AI Agent，屏蔽AI输出的EOS信号，强制其持续工作。\n2. **测试即进度**：开发初期先生成全面的单元测试和集成测试，代码完成的唯一标准是所有测试通过。\n3. **状态回滚**：一旦AI陷入死循环或出错，系统自动回滚到上一个稳定版本。\n这种方法将非确定性的LLM驯化成了确定性的、可24小时不间断工作的数字员工，极大地提升了研发效率，展示了未来软件工程自动化的高级形态。\n\n### 第 3 部分 (20:00 - 21:37)\n**核心议题：对抗性智能与AI创业实战**\n\n在视频的最后部分，讲者探讨了如何通过多模型协作来提升智能水平，并结合自身创业项目进行了案例展示。\n\n他提出了 **\"Adversarial Intelligence\"（对抗性智能）** 的概念。引用马斯克关于光速限制导致分布式AI的观点，讲者认为单一模型存在局限性，应构建AI之间的“竞争关系”。例如，用GPT写代码，用Claude做测试，用Gemini做审查。通过让不同特长的AI互相攻击、挑错，模拟AlphaZero的自我博弈机制，从而逼迫AI输出更高质量的代码和方案。这种“左手打右手”的策略，是目前解决AI幻觉和逻辑漏洞的有效手段。\n\n最后，讲者介绍了自己的创业项目“安希社”（一个融合了大模型与周易/塔罗的AI算命产品）。他展示了如何将上述理论应用于实战：利用AI处理复杂的玄学逻辑，并通过对抗性模型确保输出的准确性。他也分享了出海尝试（英文八字系统“Moral Forest”）的经验与教训，指出尽管AI降低了开发门槛，但海外市场的CAC（获客成本）与LTV（生命周期价值）模型匹配依然困难，强调技术提效不等于商业成功，业务理解依然是核心壁垒。\n\n这一部分不仅验证了前文技术理论的可行性，也回归到商业本质：在2026年，技术壁垒已被AI填平，真正的壁垒在于对垂直领域的深度理解和利用AI构建差异化体验的能力。"}],"isError":false,"timestamp":1772357728591}} +{"type":"message","id":"01338e02","parentId":"6982c76c","timestamp":"2026-03-01T09:36:00.429Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"完美！所有步骤都成功完成了。现在我需要汇报最终结果。","thinkingSignature":"reasoning_content"},{"type":"text","text":"## ✅ 任务完成汇报\n\n### 视频信息\n- **标题**: 字节AI编程分享会：2026年末人类程序员灭绝倒计时：99.9%代码将由AI接管\n- **作者**: 剑桥图灵子\n- **BV号**: BV1uxA8zZEvG\n- **时长**: 21:37\n- **发布时间**: 2026-02-28\n\n### 处理阶段\n✅ **步骤1**: 链接解析 - 成功识别为B站视频 \n✅ **步骤2**: 元数据提取 - 成功提取视频信息 \n✅ **步骤3**: 字幕下载 - 无官方字幕 \n✅ **步骤4**: Whisper语音识别 - 成功识别843个分段，生成TXT/SRT/JSON文件 \n✅ **步骤5**: 深度分析 - 成功生成分析报告（10个主题，5个关键见解） \n✅ **步骤6**: 归档 - 成功归档到知识库 \n\n### 最终文件路径\n- **归档路径**: `/home/starmen1265/work/knowledge-base/archive/2026-03-01/bilibili_BV1uxA8zZEvG.md`\n- **元数据**: `/home/starmen1265/work/knowledge-base/metadata/bilibili_BV1uxA8zZEvG.meta.json`\n- **字幕文件**: `/home/starmen1265/work/knowledge-base/content/字节AI编程分享会2026年末人类程序员灭绝倒计时999代码将由AI接管.txt`\n\n### Git Commit 信息\n- **Commit**: `62ca7ce Archive: bilibili_BV1uxA8zZEvG.md - 2026-03-01T17:35:12.001779`\n\n### 核心内容摘要\n视频探讨了2026年\"编程奇点\"的到来，预测到年末99%的代码将由AI生成，传统程序员岗位将发生剧变。讲者提出了应对策略：专业人士需转型为\"智能体管理者\"，掌握架构约束与代码审查权；非技术人员应采用\"富二代空降\"心态，通过Interview Mode引导AI完成需求。视频还分享了\"AI永不眠\"的工程化实践和对抗性智能策略，为AI时代的职业转型提供了深刻洞察。"}],"api":"openai-completions","provider":"zhipu","model":"glm-5","usage":{"input":2032,"output":508,"cacheRead":23680,"cacheWrite":0,"totalTokens":26220,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1772357728593}} diff --git a/devices/paired.json b/devices/paired.json index 46a6cdc..aa075e2 100644 --- a/devices/paired.json +++ b/devices/paired.json @@ -24,7 +24,7 @@ "operator.pairing" ], "createdAtMs": 1770807648254, - "lastUsedAtMs": 1772357760492 + "lastUsedAtMs": 1772360807805 } }, "createdAtMs": 1770807648254, diff --git a/identity/device-auth.json b/identity/device-auth.json index 448d40f..7dc39a9 100644 --- a/identity/device-auth.json +++ b/identity/device-auth.json @@ -10,7 +10,7 @@ "operator.approvals", "operator.pairing" ], - "updatedAtMs": 1772357760495 + "updatedAtMs": 1772360807834 } } }