未来已来：大多数人还在聊天，少数人已经在赚钱了
\n\"未来已来，只是分布尚不均匀。\"
\n这句话放在2026年的今天，简直不能更贴切。
\n想想看，你现在打开朋友圈、刷短视频、翻公众号，是不是隔三差五就能看到有人在聊AI？谁又发了个新模型，谁家的API降价了，ChatGPT又更新了啥功能。
\n大家都在聊。
\n但聊完了呢？大部分人的AI之旅，止步于\"好奇体验\"。问个天气、写首打油诗、让AI画一只戴墨镜的猫——然后关了对话框，回到原来的工作方式。
\n可就在同一时间，有一小群人，正在用AI悄悄地赚钱。
\n同一款工具，完全不同的用法
\n我认识两个做自媒体的朋友。
\nA君，今年初花了199买了ChatGPT Plus。日常操作是：让AI写个朋友圈文案、帮忙润色一段话、偶尔翻译点资料。两个月后，他感慨\"AI也就那样，没啥大用\"。
\nB君，也是自媒体人。同样花了199买了Plus。但他的用法是：把过去三年的爆款文章全部喂给AI做分析，让AI总结出标题公式和结构模板。然后搭建了一套工作流——AI抓热点、AI出初稿、AI配图、AI排版。一个人干的活，顶过去一个三人团队。
\n三个月后，B君的账号涨粉12万，广告收入翻了5倍。
\n区别在哪？
\n不是工具不一样。是思维不一样。
\n一个把AI当玩具，一个把AI当生产工具。一个在消费AI，一个在用AI变现。
\n这让我想起当年智能手机刚普及的时候。有些人用它打电话发短信就够了，有些人却用它做出了美团、滴滴、抖音。工具从来不是天花板，使用工具的人才决定上限。
\n你在AI发展的哪个阶段？
\n关于这一点，我总结了一个\"AI发展三阶段\"理论。你可以对照一下，看看自己在哪。
\n第一阶段：花钱养AI。
\n这个阶段的人，在\"消费\"AI。买账号、买API、买各种AI工具——每个月花几十到几百块。AI对他们来说是个\"新鲜玩意儿\"，偶尔用用，解决一些零碎的小问题。
\n这个阶段的本质是：你是AI的消费者，AI是你的支出项。
\n绝大多数人，目前都在这个阶段。这没什么丢人的，谁刚接触一个新东西不是先\"玩\"一阵呢？但问题是——你要在这个阶段待多久？
\n第二阶段：AI自己养自己。
\n这个阶段的人，开始\"使用\"AI。AI帮他们赚的钱，已经超过了养AI花的钱。
\n你花199买的Plus，通过AI帮你写文案、做设计、分析数据，产生了2000块的价值。你花钱买了个自动化的客服系统，省下了一个人工的成本。你用AI优化了广告投放策略，ROI提升了30%。
\n到这个阶段，AI不再是你的支出，而是你的资产。
\n第三阶段：AI养你。
\n这个阶段的人，已经建立了完整的AI工作体系。AI系统持续不断地产出价值，你需要做的——是做决策、定方向、把控创意。
\n听起来很遥远？其实不远。我身边已经有人实现了：用AI矩阵做内容分发，每天自动产出几十条高质量内容，覆盖五六个平台。他每天只花半小时审稿和调整策略，其他时间都是AI在跑。
\n他不是一个人在战斗，他是一个人指挥一支AI军团。
\n这三个阶段，你目前在哪个位置？
\n如果说2024年是\"AI元年\"，那2026年已经到了\"AI分水岭\"。那些能跨过第一阶段、进入第二阶段的人和企业，正在以不可思议的速度拉开差距。
\n差距是怎么拉开的？
\n今年一季度，乘联会发布了一个很有意思的数据：新能源汽车专利公开量再创新高。
\n但你仔细看就能发现，那些专利布局最激进的车企，同时也在AI应用上跑得最快。不是巧合。因为这些企业的管理层，已经先一步完成了\"思维切换\"——他们不是把AI当锦上添花，而是把AI当成核心竞争力。
\n同样的逻辑放到创业领域，惊人的相似。
\n那些能用AI把获客效率提高3倍的公司，正在蚕食那些还在手动发帖的同行。那些能用AI一天做100套设计方案的工作室，正在碾压那些设计师熬夜赶稿的传统工作室。那些能用AI自动化处理80%客服问题的电商团队，客服成本是别人的五分之一，响应速度是别人的十倍。
\n你说他们有什么了不起的技术吗？没有。他们只是比你先迈出了那一步。
\n他们不是技术天才，他们只是想通了：未来的竞争不是\"大公司吃小公司\"，而是\"会用AI的人淘汰不会用AI的人\"。
\n不用等到AI成熟，你现在就该上车
\n很多人等什么？等AI彻底成熟。
\n\"等AI更聪明了我再用\"、\"等工具更好用了再说\"、\"等别人把路趟平了我再上\"。
\n这种心态，就像2009年说\"等智能手机再便宜点我再买\"，2015年说\"等短视频再火一点我再看\"。
\n你等得起，你的竞争对手等不起。
\nAI这东西，不是你要学会了才能用。它和学编程不一样——你不需要搞懂transformer架构是什么，不需要会写代码。你只需要一件事：开始用。
\n先用起来，哪怕只是让AI帮你写一个周报提纲。然后用得深一点，让AI帮你分析你的业务数据。再进一步，让AI帮你自动跑一条工作流。
\n每一个\"用起来\"的动作，都是在帮你积累两层壁垒：
\n第一层，是你对AI的理解越来越深。你知道它在哪些场景好使，在哪些地方不行。这种经验，就是你的\"AI手感\"。
\n第二层，是你用AI积累下来的数据和工作流，会变成你的护城河。别人同样买了API，但他没有你的模板、你的提示词库、你的自动化链条。
\n这两层壁垒越厚，你的竞争力越强。
\n而这一切的前提，就四个字：现在开始。
\n未来已来，它对所有人都是公平的。不公平的是——有些人已经看到了未来，有些人还在等未来敲门。
\n你手里的那台手机，你每天打开的聊天界面，你付了费的AI账户——它们都已经在了。
\n剩下的问题是：你打算继续用它聊天，还是用它赚钱？
\n这个问题的答案，决定了你会站在未来的哪一边。
\n"}],"isError":false,"timestamp":1778988135740},{"role":"toolResult","toolCallId":"call_01_eKvJ713IU0XsqNXHwPW41561","toolName":"exec","content":[{"type":"text","text":"-rw-r--r-- 1 root root 21517 Mar 26 12:20 /root/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts\nimport fs from \"node:fs\";\nimport path from \"node:path\";\nimport { spawnSync } from \"node:child_process\";\nimport { fileURLToPath } from \"node:url\";\nimport { loadWechatExtendConfig, resolveAccount, loadCredentials } from \"./wechat-extend-config.ts\";\n\ninterface AccessTokenResponse {\n access_token?: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface UploadResponse {\n media_id: string;\n url: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface PublishResponse {\n media_id?: string;\n errcode?: number;\n errmsg?: string;\n}\n\ninterface ImageInfo {\n placeholder: string;\n localPath: string;\n originalPath: string;\n}\n\ninterface MarkdownRenderResult {\n title: string;\n author: string;\n summary: string;\n htmlPath: string;\n contentImages: ImageInfo[];\n}\n\ntype ArticleType = \"news\" | \"newspic\";\n\ninterface ArticleOptions {\n title: string;\n author?: string;\n digest?: string;\n content: string;\n thumbMediaId: string;\n articleType: ArticleType;\n imageMediaIds?: string[];\n needOpenComment?: number;\n onlyFansCanComment?: number;\n}\n\nconst TOKEN_URL = \"https://api.weixin.qq.com/cgi-bin/token\";\nconst UPLOAD_URL = \"https://api.weixin.qq.com/cgi-bin/material/add_material\";\nconst DRAFT_URL = \"https://api.weixin.qq.com/cgi-bin/draft/add\";\n\n\nasync function fetchAccessToken(appId: string, appSecret: string): Promise([\\s\\S]*?)<\\/div>\\s*<\\/body>/);\n if (match) {\n return match[1]!.trim();\n }\n const bodyMatch = html.match(/]*>([\\s\\S]*?)<\\/body>/i);\n return bodyMatch ? bodyMatch[1]!.trim() : html;\n}\n\nfunction printUsage(): never {\n console.log(`Publish article to WeChat Official Account draft using API\n\nUsage:\n npx -y bun wechat-api.ts [options]\n\nArguments:\n file Markdown (.md) or HTML (.html) file\n\nOptions:\n --type Article type: news (文章, default) or newspic (图文)\n --title Override title\n --author <name> Author name (max 16 chars)\n --summary <text> Article summary/digest (max 128 chars)\n --theme <name> Theme name for markdown (default, grace, simple, modern). Default: default\n --color <name|hex> Primary color (blue, green, vermilion, etc. or hex)\n --cover <path> Cover image path (local or URL)\n --account <alias> Select account by alias (for multi-account setups)\n --no-cite Disable bottom citations for ordinary external links in markdown mode\n --dry-run Parse and render only, don't publish\n --help Show this help\n\nFrontmatter Fields (markdown):\n title Article title\n author Author name\n digest/summary Article summary\n coverImage/featureImage/cover/image Cover image path\n\nComments:\n Comments are enabled by default, open to all users.\n\nEnvironment Variables:\n WECHAT_APP_ID WeChat App ID\n WECHAT_APP_SECRET WeChat App Secret\n\nConfig File Locations (in priority order):\n 1. Environment variables\n 2. <cwd>/.baoyu-skills/.env\n 3. ~/.baoyu-skills/.env\n\nExample:\n npx -y bun wechat-api.ts article.md\n npx -y bun wechat-api.ts article.md --theme grace --cover cover.png\n npx -y bun wechat-api.ts article.md --author \"Author Name\" --summary \"Brief intro\"\n npx -y bun wechat-api.ts article.html --title \"My Article\"\n npx -y bun wechat-api.ts images/ --type newspic --title \"Photo Album\"\n npx -y bun wechat-api.ts article.md --dry-run\n npx -y bun wechat-api.ts article.md --no-cite\n`);\n process.exit(0);\n}\n\ninterface CliArgs {\n filePath: string;\n isHtml: boolean;\n articleType: ArticleType;\n title?: string;\n author?: string;\n summary?: string;\n theme: string;\n color?: string;\n cover?: string;\n account?: string;\n citeStatus: boolean;\n dryRun: boolean;\n}\n\nfunction parseArgs(argv: string[]): CliArgs {\n if (argv.length === 0 || argv.includes(\"--help\") || argv.includes(\"-h\")) {\n printUsage();\n }\n\n const args: CliArgs = {\n filePath: \"\",\n isHtml: false,\n articleType: \"news\",\n theme: \"default\",\n citeStatus: true,\n dryRun: false,\n };\n\n for (let i = 0; i < argv.length; i++) {\n const arg = argv[i]!;\n if (arg === \"--type\" && argv[i + 1]) {\n const t = argv[++i]!.toLowerCase();\n if (t === \"news\" || t === \"newspic\") {\n args.articleType = t;\n }\n } else if (arg === \"--title\" && argv[i + 1]) {\n args.title = argv[++i];\n } else if (arg === \"--author\" && argv[i + 1]) {\n args.author = argv[++i];\n } else if (arg === \"--summary\" && argv[i + 1]) {\n args.summary = argv[++i];\n } else if (arg === \"--theme\" && argv[i + 1]) {\n args.theme = argv[++i]!;\n } else if (arg === \"--color\" && argv[i + 1]) {\n args.color = argv[++i];\n } else if (arg === \"--cover\" && argv[i + 1]) {\n args.cover = argv[++i];\n } else if (arg === \"--account\" && argv[i + 1]) {\n args.account = argv[++i];\n } else if (arg === \"--cite\") {\n args.citeStatus = true;\n } else if (arg === \"--no-cite\") {\n args.citeStatus = false;\n } else if (arg === \"--dry-run\") {\n args.dryRun = true;\n } else if (arg.startsWith(\"--\") && argv[i + 1] && !argv[i + 1]!.startsWith(\"-\")) {\n i++;\n } else if (!arg.startsWith(\"-\")) {\n args.filePath = arg;\n }\n }\n\n if (!args.filePath) {\n console.error(\"Error: File path required\");\n process.exit(1);\n }\n\n args.isHtml = args.filePath.toLowerCase().endsWith(\".html\");\n\n return args;\n}\n\nfunction extractHtmlTitle(html: string): string {\n const titleMatch = html.match(/<title>([^<]+)<\\/title>/i);\n if (titleMatch) return titleMatch[1]!;\n const h1Match = html.match(/<h1[^>]*>([^<]+)<\\/h1>/i);\n if (h1Match) return h1Match[1]!.replace(/<[^>]+>/g, \"\").trim();\n return \"\";\n}\n\nasync function main(): Promise<void> {\n const args = parseArgs(process.argv.slice(2));\n\n const filePath = path.resolve(args.filePath);\n if (!fs.existsSync(filePath)) {\n console.error(`Error: File not found: ${filePath}`);\n process.exit(1);\n }\n\n const baseDir = path.dirname(filePath);\n let title = args.title || \"\";\n let author = args.author || \"\";\n let digest = args.summary || \"\";\n let htmlPath: string;\n let htmlContent: string;\n let frontmatter: Record<string, string> = {};\n let contentImages: ImageInfo[] = [];\n\n if (args.isHtml) {\n htmlPath = filePath;\n htmlContent = extractHtmlContent(htmlPath);\n const mdPath = filePath.replace(/\\.html$/i, \".md\");\n if (fs.existsSync(mdPath)) {\n const mdContent = fs.readFileSync(mdPath, \"utf-8\");\n const parsed = parseFrontmatter(mdContent);\n frontmatter = parsed.frontmatter;\n if (!title && frontmatter.title) title = frontmatter.title;\n if (!author) author = frontmatter.author || \"\";\n if (!digest) digest = frontmatter.digest || frontmatter.summary || frontmatter.description || \"\";\n }\n if (!title) {\n title = extractHtmlTitle(fs.readFileSync(htmlPath, \"utf-8\"));\n }\n console.error(`[wechat-api] Using HTML file: ${htmlPath}`);\n } else {\n const content = fs.readFileSync(filePath, \"utf-8\");\n const parsed = parseFrontmatter(content);\n frontmatter = parsed.frontmatter;\n const body = parsed.body;\n\n title = title || frontmatter.title || \"\";\n if (!title) {\n const h1Match = body.match(/^#\\s+(.+)$/m);\n if (h1Match) title = h1Match[1]!;\n }\n if (!author) author = frontmatter.author || \"\";\n if (!digest) digest = frontmatter.digest || frontmatter.summary || frontmatter.description || \"\";\n\n console.error(`[wechat-api] Theme: ${args.theme}${args.color ? `, color: ${args.color}` : \"\"}, citeStatus: ${args.citeStatus}`);\n const rendered = renderMarkdownWithPlaceholders(filePath, args.theme, args.color, args.citeStatus, args.title);\n htmlPath = rendered.htmlPath;\n contentImages = rendered.contentImages;\n if (!title) title = rendered.title;\n if (!author) author = rendered.author;\n if (!digest) digest = rendered.summary;\n console.error(`[wechat-api] HTML generated: ${htmlPath}`);\n console.error(`[wechat-api] Placeholder images: ${contentImages.length}`);\n htmlContent = extractHtmlContent(htmlPath);\n }\n\n if (!title) {\n console.error(\"Error: No title found. Provide via --title, frontmatter, or <title> tag.\");\n process.exit(1);\n }\n\n if (digest && digest.length > 120) {\n const truncated = digest.slice(0, 117);\n const lastPunct = Math.max(truncated.lastIndexOf(\"。\"), truncated.lastIndexOf(\"，\"), truncated.lastIndexOf(\"；\"), truncated.lastIndexOf(\"、\"));\n digest = lastPunct > 80 ? truncated.slice(0, lastPunct + 1) : truncated + \"...\";\n console.error(`[wechat-api] Digest truncated to ${digest.length} chars`);\n }\n\n console.error(`[wechat-api] Title: ${title}`);\n if (author) console.error(`[wechat-api] Author: ${author}`);\n if (digest) console.error(`[wechat-api] Digest: ${digest.slice(0, 50)}...`);\n console.error(`[wechat-api] Type: ${args.articleType}`);\n\n const extConfig = loadWechatExtendConfig();\n const resolved = resolveAccount(extConfig, args.account);\n if (resolved.name) console.error(`[wechat-api] Account: ${resolved.name} (${resolved.alias})`);\n\n if (!author && resolved.default_author) author = resolved.default_author;\n\n if (args.dryRun) {\n console.log(JSON.stringify({\n articleType: args.articleType,\n title,\n author: author || undefined,\n digest: digest || undefined,\n htmlPath,\n contentLength: htmlContent.length,\n placeholderImageCount: contentImages.length || undefined,\n account: resolved.alias || undefined,\n }, null, 2));\n return;\n }\n\n const creds = loadCredentials(resolved);\n console.error(\"[wechat-api] Fetching access token...\");\n const accessToken = await fetchAccessToken(creds.appId, creds.appSecret);\n\n console.error(\"[wechat-api] Uploading images...\");\n const { html: processedHtml, firstMediaId, allMediaIds } = await uploadImagesInHtml(\n htmlContent,\n accessToken,\n baseDir,\n contentImages,\n );\n htmlContent = processedHtml;\n\n let thumbMediaId = \"\";\n const rawCoverPath = args.cover ||\n frontmatter.coverImage ||\n frontmatter.featureImage ||\n frontmatter.cover ||\n frontmatter.image;\n const coverPath = rawCoverPath && !path.isAbsolute(rawCoverPath) && args.cover\n ? path.resolve(process.cwd(), rawCoverPath)\n : rawCoverPath;\n\n if (coverPath) {\n console.error(`[wechat-api] Uploading cover: ${coverPath}`);\n const coverResp = await uploadImage(coverPath, accessToken, baseDir);\n thumbMediaId = coverResp.media_id;\n } else if (firstMediaId) {\n if (firstMediaId.startsWith(\"https://\")) {\n console.error(`[wechat-api] Uploading first image as cover: ${firstMediaId}`);\n const coverResp = await uploadImage(firstMediaId, accessToken, baseDir);\n thumbMediaId = coverResp.media_id;\n } else {\n thumbMediaId = firstMediaId;\n }\n }\n\n if (args.articleType === \"news\" && !thumbMediaId) {\n console.error(\"Error: No cover image. 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Let me execute **Task A** (公众号发布 with wechat-api.ts) and prepare for **Task B** (Z-Blog发布) simultaneously.\n\nFirst, let me check if bun is available and run Task A:"},{"type":"toolCall","id":"call_00_Ri3mArnziaJf1HYwkHOE7165","name":"exec","arguments":{"command":"which bun && bun 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5\n}","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1778988152655},{"role":"assistant","content":[{"type":"text","text":"✅ **公众号验证通过！** 草稿箱第一条就是我们刚刚发布的文章，标题\"未来已来：大多数人还在聊天，少数人已经在赚钱了\"，作者\"ai张三疯\"。\n\n现在执行**任务B：创业思维网发布（Z-Blog）**。需要检查Z-Blog的XML-RPC接口是否可用，以及HTML文件是否适合Z-Blog格式。"},{"type":"toolCall","id":"call_00_MbF1U354t3LramY0PUrK5228","name":"exec","arguments":{"command":"# Check if zblog XML-RPC is accessible\ncurl -s -o /dev/null -w \"HTTP %{http_code}\" -X POST \"https://weixinsiwei.com/zb_system/xml-rpc/index.php\" \\\n -H \"Content-Type: text/xml\" \\\n -d '<?xml version=\"1.0\"?><methodCall><methodName>system.listMethods</methodName></methodCall>'","timeout":15}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":4054,"output":229,"cacheRead":22528,"cacheWrite":0,"totalTokens":26811,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1778988152657,"responseId":"7da87697-112e-43e3-a075-d05cba7f0217"},{"role":"toolResult","toolCallId":"call_00_MbF1U354t3LramY0PUrK5228","toolName":"exec","content":[{"type":"text","text":"HTTP 401"}],"details":{"status":"completed","exitCode":0,"durationMs":677,"aggregated":"HTTP 401","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1778988155719},{"role":"assistant","content":[{"type":"text","text":"401 might be about missing auth (that's fine for listing methods with a raw request). Let me check if the correct endpoint format works:"},{"type":"toolCall","id":"call_00_EZcTHInouvg1bilFMRSA4865","name":"exec","arguments":{"command":"# Test blog connection with proper auth - try getUsersBlogs first\ncurl -s -X POST \"https://weixinsiwei.com/zb_system/xml-rpc/index.php\" \\\n -H \"Content-Type: text/xml\" \\\n -d '<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<methodCall>\n <methodName>blogger.getUsersBlogs</methodName>\n <params>\n <param><value><string>admin</string></value></param>\n <param><value><string>135269zxj</string></value></param>\n </params>\n</methodCall>' 2>&1","timeout":15}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":74,"output":227,"cacheRead":26752,"cacheWrite":0,"totalTokens":27053,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1778988155720,"responseId":"da0e3973-315f-4be8-a394-9ea7b2ffe9c3"},{"role":"toolResult","toolCallId":"call_00_EZcTHInouvg1bilFMRSA4865","toolName":"exec","content":[{"type":"text","text":"<?xml version=\"1.0\" encoding=\"UTF-8\"?><methodResponse><fault><value><struct><member><name>faultCode</name><value><int>8</int></value></member><member><name>faultString</name><value><string>登录失败</string></value></member></struct></value></fault></methodResponse>"}],"details":{"status":"completed","exitCode":0,"durationMs":646,"aggregated":"<?xml version=\"1.0\" encoding=\"UTF-8\"?><methodResponse><fault><value><struct><member><name>faultCode</name><value><int>8</int></value></member><member><name>faultString</name><value><string>登录失败</string></value></member></struct></value></fault></methodResponse>","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1778988158511},{"role":"assistant","content":[{"type":"text","text":"Hmm, login failed with those credentials. Let me try again more carefully — maybe there's a special character issue:"},{"type":"toolCall","id":"call_00_0JlCN2qdhpQnTYQNtu647043","name":"exec","arguments":{"command":"# Try wp.getUsersBlogs instead (WordPress protocol that Z-Blog also supports)\ncurl -s -X POST \"https://weixinsiwei.com/zb_system/xml-rpc/index.php\" \\\n -H \"Content-Type: text/xml\" \\\n -d '<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<methodCall>\n <methodName>wp.getUsersBlogs</methodName>\n <params>\n <param><value><string>admin</string></value></param>\n <param><value><string>135269zxj</string></value></param>\n </params>\n</methodCall>'","timeout":15}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":135,"output":222,"cacheRead":27008,"cacheWrite":0,"totalTokens":27365,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1778988158512,"responseId":"321db79c-fe79-4c98-81a7-7d64e6e37084"},{"role":"toolResult","toolCallId":"call_00_0JlCN2qdhpQnTYQNtu647043","toolName":"exec","content":[{"type":"text","text":"<?xml version=\"1.0\" encoding=\"UTF-8\"?><methodResponse><params><param><value><array><data><value><struct>\r\n<member><name>isAdmin</name><value><boolean></boolean></value></member>\r\n<member><name>url</name><value><string>https://weixinsiwei.com/</string></value></member>\r\n<member><name>blogid</name><value><string>68ba1ff10060dd54f1e399b8e332bdba</string></value></member>\r\n<member><name>blogName</name><value><string>启域网络-企业微信官方授权服务商-微信私域流量研究院</string></value></member>\r\n<member><name>xmlrpc</name><value><string>https://weixinsiwei.com/zb_system/xml-rpc/index.php</string></value></member>\r\n</struct></value></data></array></value></param></params></methodResponse>"}],"details":{"status":"completed","exitCode":0,"durationMs":640,"aggregated":"<?xml version=\"1.0\" encoding=\"UTF-8\"?><methodResponse><params><param><value><array><data><value><struct>\r\n<member><name>isAdmin</name><value><boolean></boolean></value></member>\r\n<member><name>url</name><value><string>https://weixinsiwei.com/</string></value></member>\r\n<member><name>blogid</name><value><string>68ba1ff10060dd54f1e399b8e332bdba</string></value></member>\r\n<member><name>blogName</name><value><string>启域网络-企业微信官方授权服务商-微信私域流量研究院</string></value></member>\r\n<member><name>xmlrpc</name><value><string>https://weixinsiwei.com/zb_system/xml-rpc/index.php</string></value></member>\r\n</struct></value></data></array></value></param></params></methodResponse>","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1778988161255},{"role":"assistant","content":[{"type":"text","text":"wp.getUsersBlogs worked. The blogId matches. Now I'll post the article using wp.newPost:"},{"type":"toolCall","id":"call_00_nWrBPF1l8eEMQxoWsZbF6728","name":"exec","arguments":{"command":"# Read the HTML file and escape it for XML\nHTML_CONTENT=$(cat /tmp/future-ai-article.html | python3 -c \"\nimport sys, html\ncontent = sys.stdin.read()\n# Escape for XML\nescaped = html.escape(content, quote=False)\nprint(escaped)\n\")\n\n# Build XML request\ncat << 'XMLREQUEST' > /tmp/zblog_payload.xml\n<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<methodCall>\n <methodName>metaWeblog.newPost</methodName>\n <params>\n <param><value><string>68ba1ff10060dd54f1e399b8e332bdba</string></value></param>\n <param><value><string>admin</string></value></param>\n <param><value><string>135269zxj</string></value></param>\n <param><value><struct>\n <member>\n <name>title</name>\n <value><string>未来已来：大多数人还在聊天，少数人已经在赚钱了</string></value>\n </member>\n <member>\n <name>description</name>\n <value><string>未来已来：大多数人还在聊天，少数人已经在赚钱了</string></value>\n </member>\n <member>\n <name>dateCreated</name>\n <value><dateTime.iso8601>20260517T11:30:00</dateTime.iso8601></value>\n </member>\n <member>\n <name>categories</name>\n <value><array><data><value><string>AI应用</string></value></data></array></value>\n </member>\n <member>\n <name>mt_keywords</name>\n <value><string>AI应用,创业,生产力</string></value>\n </member>\n </struct></value></param>\n <param><value><boolean>1</boolean></value></param>\n </params>\n</methodCall>\nXMLREQUEST\n\n# First test with HTML content in description\nHTML_ESCAPED=$(python3 -c \"\nimport sys, html\ncontent = open('/tmp/future-ai-article.html', 'r', encoding='utf-8').read()\n# Remove the outer html/body wrapper if present\nprint(html.escape(content, quote=False))\n\")\n\npython3 << 'PYEOF'\nimport xml.etree.ElementTree as ET\nimport html, sys\n\n# Read the HTML content\nwith open('/tmp/future-ai-article.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n# Escape for XML\nescaped_content = html.escape(content, quote=False)\n\n# Build XML request\nxml_req = f'''<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<methodCall>\n <methodName>metaWeblog.newPost</methodName>\n <params>\n <param><value><string>68ba1ff10060dd54f1e399b8e332bdba</string></value></param>\n <param><value><string>admin</string></value></param>\n <param><value><string>135269zxj</string></value></param>\n <param><value><struct>\n <member>\n <name>title</name>\n <value><string>未来已来：大多数人还在聊天，少数人已经在赚钱了</string></value>\n </member>\n <member>\n <name>description</name>\n <value><string>{escaped_content}</string></value>\n </member>\n <member>\n <name>dateCreated</name>\n <value><dateTime.iso8601>20260517T11:30:00</dateTime.iso8601></value>\n </member>\n <member>\n <name>categories</name>\n <value><array><data><value><string>AI应用</string></value></data></array></value>\n </member>\n <member>\n <name>mt_keywords</name>\n <value><string>AI应用,创业,生产力</string></value>\n </member>\n </struct></value></param>\n <param><value><boolean>1</boolean></value></param>\n </params>\n</methodCall>'''\n\nwith open('/tmp/zblog_payload.xml', 'w', encoding='utf-8') as f:\n f.write(xml_req)\n\nprint(\"Payload written successfully\")\nprint(f\"Content length: {len(escaped_content)} chars\")\nPYEOF","timeout":10}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":336,"output":1064,"cacheRead":27264,"cacheWrite":0,"totalTokens":28664,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1778988161257,"responseId":"85fcf2e6-7d22-446a-9b5e-de36ce726fb6"},{"role":"toolResult","toolCallId":"call_00_nWrBPF1l8eEMQxoWsZbF6728","toolName":"exec","content":[{"type":"text","text":"Payload written successfully\nContent length: 3555 chars"}],"details":{"status":"completed","exitCode":0,"durationMs":115,"aggregated":"Payload written successfully\nContent length: 3555 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@/tmp/zblog_payload.xml","timeout":30}}],"api":"openai-completions","provider":"deepseek","model":"deepseek-chat","usage":{"input":143,"output":107,"cacheRead":28544,"cacheWrite":0,"totalTokens":28794,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1778988168788,"responseId":"bdfc6148-5704-4633-acef-4544aa91d53c"},{"role":"toolResult","toolCallId":"call_00_6QFSQLLmqRUXzj1qHSEq6111","toolName":"exec","content":[{"type":"text","text":"<methodResponse><params><param><value><boolean>1</boolean></value></param></params></methodResponse>"}],"details":{"status":"completed","exitCode":0,"durationMs":697,"aggregated":"<methodResponse><params><param><value><boolean>1</boolean></value></param></params></methodResponse>","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1778988171005},{"role":"assistant","content":[{"type":"text","text":"✅ **Z-Blog发布成功！** 返回了 `boolean 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id="ai">你在AI发展的哪个阶段？</h2><p>关于这一点，我总结了一个"AI发展三阶段"理论。你可以对照一下，看看自己在哪。</p><p><strong>第一阶段：花钱养AI。</strong></p><p>这个阶段的人，在"消费"AI。买账号、买API、买各种AI工具——每个月花几十到几百块。AI对他们来说是个"新鲜玩意儿"，偶尔用用，解决一些零碎的小问题。</p><p>这个阶段的本质是：<strong>你是AI的消费者，AI是你的支出项。</strong></p><p>绝大多数人，目前都在这个阶段。这没什么丢人的，谁刚接触一个新东西不是先"玩"一阵呢？但问题是——你要在这个阶段待多久？</p><p><strong>第二阶段：AI自己养自己。</strong></p><p>这个阶段的人，开始"使用"AI。AI帮他们赚的钱，已经超过了养AI花的钱。</p><p>你花199买的Plus，通过AI帮你写文案、做设计、分析数据，产生了2000块的价值。你花钱买了个自动化的客服系统，省下了一个人工的成本。你用AI优化了广告投放策略，ROI提升了30%。</p><p>到这个阶段，AI不再是你的支出，而是你的资产。</p><p><strong>第三阶段：AI养你。</strong></p><p>这个阶段的人，已经建立了完整的AI工作体系。AI系统持续不断地产出价值，你需要做的——是做决策、定方向、把控创意。</p><p>听起来很遥远？其实不远。我身边已经有人实现了：用AI矩阵做内容分发，每天自动产出几十条高质量内容，覆盖五六个平台。他每天只花半小时审稿和调整策略，其他时间都是AI在跑。</p><p>他不是一个人在战斗，他是一个人指挥一支AI军团。</p><p>这三个阶段，你目前在哪个位置？</p><p>如果说2024年是"AI元年"，那2026年已经到了"AI分水岭"。那些能跨过第一阶段、进入第二阶段的人和企业，正在以不可思议的速度拉开差距。</p><h2 id="_2">差距是怎么拉开的？</h2><p>今年一季度，乘联会发布了一个很有意思的数据：新能源汽车专利公开量再创新高。</p><p>但你仔细看就能发现，那些专利布局最激进的车企，同时也在AI应用上跑得最快。不是巧合。因为这些企业的管理层，已经先一步完成了"思维切换"——他们不是把AI当锦上添花，而是把AI当成核心竞争力。</p><p>同样的逻辑放到创业领域，惊人的相似。</p><p>那些能用AI把获客效率提高3倍的公司，正在蚕食那些还在手动发帖的同行。那些能用AI一天做100套设计方案的工作室，正在碾压那些设计师熬夜赶稿的传统工作室。那些能用AI自动化处理80%客服问题的电商团队，客服成本是别人的五分之一，响应速度是别人的十倍。</p><p>你说他们有什么了不起的技术吗？没有。他们只是比你先迈出了那一步。</p><p>他们不是技术天才，他们只是想通了：<strong>未来的竞争不是"大公司吃小公司"，而是"会用AI的人淘汰不会用AI的人"。</strong></p><h2 id="ai_1">不用等到AI成熟，你现在就该上车</h2><p>很多人等什么？等AI彻底","cwd":"/root/.openclaw/workspace/fabu"},"isError":false,"timestamp":1778988174436},{"role":"assistant","content":[{"type":"text","text":"验证成功！文章内容完整无误。\n\n---\n\n## ✅ 发布任务完成\n\n**任务A：公众号发布（创业张三疯）** ✅\n- 文章《未来已来：大多数人还在聊天，少数人已经在赚钱了》已成功发布到公众号草稿箱\n- 标题、作者（ai张三疯）、封面图均已正确设置\n- 验证通过：草稿箱第一条即为该文章，内容完整\n\n**任务B：创业思维网（weixinsiwei.com）发布** ✅\n- 通过 Z-Blog XML-RPC (`metaWeblog.newPost`) 成功发布\n- HTML格式内容完整，包含所有标题、段落、加粗等格式化\n- 验证通过：`metaWeblog.getRecentPosts` 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Let me check the wechat-api script to understand its interface, and also read the existing HTML file.","Let me check the full wechat-api.ts script, especially the CLI argument handling part:","Now I have a clear understanding of the task. Let me execute **Task A** (公众号发布 with wechat-api.ts) and prepare for **Task B** (Z-Blog发布) simultaneously.\n\nFirst, let me check if bun is available and run Task A:","✅ **任务A完成！** 公众号草稿已成功发布到\"创业张三疯\"账号，media_id 已返回。\n\n现在来验证草稿箱：","✅ **公众号验证通过！** 草稿箱第一条就是我们刚刚发布的文章，标题\"未来已来：大多数人还在聊天，少数人已经在赚钱了\"，作者\"ai张三疯\"。\n\n现在执行**任务B：创业思维网发布（Z-Blog）**。需要检查Z-Blog的XML-RPC接口是否可用，以及HTML文件是否适合Z-Blog格式。","401 might be about missing auth (that's fine for listing methods with a raw request). Let me check if the correct endpoint format works:","Hmm, login failed with those credentials. Let me try again more carefully — maybe there's a special character issue:","wp.getUsersBlogs worked. The blogId matches. Now I'll post the article using wp.newPost:","✅ **Z-Blog发布成功！** 返回了 `boolean 1`，表示文章成功创建。现在验证一下：","验证成功！文章内容完整无误。\n\n---\n\n## ✅ 发布任务完成\n\n**任务A：公众号发布（创业张三疯）** ✅\n- 文章《未来已来：大多数人还在聊天，少数人已经在赚钱了》已成功发布到公众号草稿箱\n- 标题、作者（ai张三疯）、封面图均已正确设置\n- 验证通过：草稿箱第一条即为该文章，内容完整\n\n**任务B：创业思维网（weixinsiwei.com）发布** ✅\n- 通过 Z-Blog XML-RPC (`metaWeblog.newPost`) 成功发布\n- HTML格式内容完整，包含所有标题、段落、加粗等格式化\n- 验证通过：`metaWeblog.getRecentPosts` 确认文章已成功创建，内容完整"],"finalPromptText":"[Sun 2026-05-17 11:22 GMT+8] [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status.\n\nBegin. Your assigned task is in the system prompt under **Your Role**; execute it to completion.","itemLifecycle":{"startedCount":27,"completedCount":27,"activeCount":0},"toolMetas":[{"toolName":"exec","meta":"list files in ~/.openclaw/agents/101/workspace/post-to-wechat/2026-05-17/, `ls -la ~/.openclaw/agents/101/workspace/post-to-wechat/2026-05-17/`"},{"toolName":"exec","meta":"list files in ~/.openclaw/agents/101/workspace/imgs/cover.png → print text → list files in /tmp/future-ai-article.html, `ls -la ~/.openclaw/agents/101/workspace/imgs/cover.png 2>/dev/null; echo \"---\"; ls -la /tmp/future-ai-article.html …`"},{"toolName":"read","meta":"from ~/.openclaw/agents/101/workspace/post-to-wechat/2026-05-17/未来已来-用AI三阶段.md"},{"toolName":"exec","meta":"list files in ~/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts → show first 80 lines of ~/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts, `ls -la ~/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts 2>/dev/null && head -80 /…`"},{"toolName":"read","meta":"from /tmp/future-ai-article.html"},{"toolName":"read","meta":"from line 80 in ~/.openclaw/agents/101/workspace/skills/baoyu-post-to-wechat/scripts/wechat-api.ts"},{"toolName":"exec","meta":"run which bun → run bun command, `which bun && bun --version`"},{"toolName":"exec","meta":"WECHAT_APP_ID=<redacted> WECHAT_APP_SECRET=b2d47e…192f \\ bun ~/.openclaw/agents/101/wo…"},{"toolName":"exec","meta":"# 从公众号获取草稿箱列表验证 WECHAT_APP_ID=<redacted> WECHAT_APP_SECRET=b2d47e…192f # 获取access_token TO…"},{"toolName":"exec","meta":"# Check if zblog XML-RPC is accessible curl -s -o /dev/null -w \"HTTP %{http_code}\" -X POST \"https://weixinsiwei.com/zb_…"},{"toolName":"exec","meta":"# Test blog connection with proper auth - try getUsersBlogs first curl -s -X POST \"https://weixinsiwei.com/zb_system/xm…"},{"toolName":"exec","meta":"# Try wp.getUsersBlogs instead (WordPress protocol that Z-Blog also supports) curl -s -X POST \"https://weixinsiwei.com/…"},{"toolName":"exec","meta":"# Read the HTML file and escape it for XML HTML_CONTENT=$(cat /tmp/future-ai-article.html | python3 -c \" import sys, ht…"},{"toolName":"exec","meta":"fetch https://weixinsiwei.com/zb_system/xml-rpc/index.php, `curl -s -X POST \"https://weixinsiwei.com/zb_system/xml-rpc/index.php\" \\ -H \"Content-Type: text/xml\" \\ -d @/tmp/zblog_pa…`"},{"toolName":"exec","meta":"# Verify by calling getRecentPosts python3 << 'PYEOF' import urllib.request import xml.etree.ElementTree as ET import h…"}],"didSendViaMessagingTool":false,"successfulCronAdds":0,"messagingToolSentTexts":[],"messagingToolSentMediaUrls":[],"messagingToolSentTargets":[]}}
{"traceSchema":"openclaw-trajectory","schemaVersion":1,"traceId":"ed59eb1e-df8d-4ff6-aa59-f16aade68fe3","source":"runtime","type":"session.ended","ts":"2026-05-17T03:22:56.903Z","seq":7,"sourceSeq":7,"sessionId":"ed59eb1e-df8d-4ff6-aa59-f16aade68fe3","sessionKey":"agent:fabu:subagent:908f064a-5bce-4abd-aa2a-d6e0fd57ea28","runId":"39c6f813-9281-4532-83d7-0cdee1e2e929","workspaceDir":"/root/.openclaw/workspace/fabu","provider":"deepseek","modelId":"deepseek-chat","modelApi":"openai-completions","data":{"status":"success","aborted":false,"externalAbort":false,"timedOut":false,"idleTimedOut":false,"timedOutDuringCompaction":false}}