{"id":"09c54f56-7e66-45cd-98bf-1a0b61b39411","entityType":"agent","slug":"clawhub-yuanyi-github-xiaohongshu-similar-account","name":"小红书相似账号推荐","canonicalUrl":"https://www.xpersona.co/agent/clawhub-yuanyi-github-xiaohongshu-similar-account","canonicalPath":"/agent/clawhub-yuanyi-github-xiaohongshu-similar-account","generatedAt":"2026-10-11T08:43:30.757Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T05:47:39.803Z","emptyReason":null},"description":"小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。 Skill: 小红书相似账号推荐 Owner: yuanyi-github Summary: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。 Tags: latest:1.0.5 Version history: v1.0.5 | 2026-08-05T07:31:02.375Z | user - Removed the file skill-card.md from the project. - No user-facing features or functionality changed in this release. v1.0.4 | 2026-06-02T09:32:35.124Z | user **Summary:** Documentation res","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.","installCommand":"clawhub skill install s178m9shhypj2frsz7r1pz67kh84rb1r:xiaohongshu-similar-account","sourceUrl":"https://clawhub.ai/yuanyi-github/xiaohongshu-similar-account","homepage":"https://clawhub.ai/yuanyi-github/skills/xiaohongshu-similar-account","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/yuanyi-github/xiaohongshu-similar-account","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/yuanyi-github/skills/xiaohongshu-similar-account","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":61,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。 Skill: 小红书相似账号推荐 Owner: yuanyi-github Summary: 小红书创作者对"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T05:47:39.803Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T05:47:39.803Z","emptyReason":null},"stars":null,"forks":null,"downloads":1142,"packageName":null,"latestVersion":"1.0.5","tractionLabel":"1.1K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T05:47:39.740Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T05:47:39.803Z","lastCrawledAt":"2026-10-11T05:47:39.740Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T05:47:39.740Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.5","createdAt":"2026-08-05T07:31:02.375Z","changelog":"- Removed the file skill-card.md from the project. - No user-facing features or functionality changed in this release.","fileCount":7,"zipByteSize":23532},{"version":"1.0.4","createdAt":"2026-06-02T09:32:35.124Z","changelog":"**Summary:** Documentation restructuring and minor cleanup. - Removed the redundant file `skill-card.md`. - Reorganized and streamlined the skill documentation (SKILL.md) for clarity and easier reading. - No changes to code, workflow, or API usage. - All instructions, features, and usage remain unchanged.","fileCount":7,"zipByteSize":23462},{"version":"1.0.3","createdAt":"2026-05-27T05:23:29.562Z","changelog":"- 更新了 API Key 配置说明，现在支持在 ~/.openclaw/openclaw.json 文件添加 REDFOX_API_KEY 环境变量。 - 删除了自动辅助用户写入 shell 配置文件与 Windows 设置方法，统一为 OpenClaw 配置或终端 export 方式。 - 前置准备中的鉴权与环境变量配置部分按最新推荐修改，更加简化和标准化。 - 其他使用流程、输入方式、输出标准等核心指引保持不变。","fileCount":7,"zipByteSize":23358},{"version":"1.0.2","createdAt":"2026-05-27T05:04:02.164Z","changelog":"- Added English and Chinese README files (README.en.md, README.md) to provide usage instructions and documentation. - No changes to core logic or features; this update focuses on improved documentation and guidance for users.","fileCount":7,"zipByteSize":23616},{"version":"1.0.1","createdAt":"2026-05-27T03:04:15.141Z","changelog":"- 更新API Key获取方式说明，改为通过红狐hub获取（https://redfox.hk/settings/api-keys?source=clawhub）。 - 删除原有注册/登录流程及网站引导，简化为直接获取API Key的链接。 - 其余操作步骤、参数解析与结果输出流程保持不变。","fileCount":5,"zipByteSize":16999},{"version":"1.0.0","createdAt":"2026-05-26T12:19:30.886Z","changelog":"xiaohongshu-similar-account v1.0.0 - Initial release of the 小红书创作者对标账号匹配工具 - Supports input by 小红书账号ID or by 赛道 + 粉丝数 + 账号等级 (with auto-mapping) - Provides recommendations for both 同阶对标 and 高阶标杆 accounts with formatted tables and analysis - Automated HTML report generation and in-dialog preview functionality included - Introduces environment variable setup for API Key with detailed user guidance and platform-specific instructions - Subscription service prompt always included in output, regardless of data availability","fileCount":5,"zipByteSize":17127}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s178m9shhypj2frsz7r1pz67kh84rb1r:xiaohongshu-similar-account","setupComplexity":"low","setupSteps":["Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T08:43:30.754Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-11T05:47:39.803Z","emptyReason":null},"readme":"Skill: 小红书相似账号推荐\n\nOwner: yuanyi-github\n\nSummary: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n\nTags: latest:1.0.5\n\nVersion history:\n\nv1.0.5 | 2026-08-05T07:31:02.375Z | user\n\n- Removed the file skill-card.md from the project.\n- No user-facing features or functionality changed in this release.\n\nv1.0.4 | 2026-06-02T09:32:35.124Z | user\n\n**Summary:** Documentation restructuring and minor cleanup.\n\n- Removed the redundant file `skill-card.md`.\n- Reorganized and streamlined the skill documentation (SKILL.md) for clarity and easier reading.\n- No changes to code, workflow, or API usage.\n- All instructions, features, and usage remain unchanged.\n\nv1.0.3 | 2026-05-27T05:23:29.562Z | user\n\n- 更新了 API Key 配置说明，现在支持在 ~/.openclaw/openclaw.json 文件添加 REDFOX_API_KEY 环境变量。\n- 删除了自动辅助用户写入 shell 配置文件与 Windows 设置方法，统一为 OpenClaw 配置或终端 export 方式。\n- 前置准备中的鉴权与环境变量配置部分按最新推荐修改，更加简化和标准化。\n- 其他使用流程、输入方式、输出标准等核心指引保持不变。\n\nv1.0.2 | 2026-05-27T05:04:02.164Z | user\n\n- Added English and Chinese README files (README.en.md, README.md) to provide usage instructions and documentation.\n- No changes to core logic or features; this update focuses on improved documentation and guidance for users.\n\nv1.0.1 | 2026-05-27T03:04:15.141Z | user\n\n- 更新API Key获取方式说明，改为通过红狐hub获取（https://redfox.hk/settings/api-keys?source=clawhub）。\n- 删除原有注册/登录流程及网站引导，简化为直接获取API Key的链接。\n- 其余操作步骤、参数解析与结果输出流程保持不变。\n\nv1.0.0 | 2026-05-26T12:19:30.886Z | user\n\nxiaohongshu-similar-account v1.0.0\n\n- Initial release of the 小红书创作者对标账号匹配工具\n- Supports input by 小红书账号ID or by 赛道 + 粉丝数 + 账号等级 (with auto-mapping)\n- Provides recommendations for both 同阶对标 and 高阶标杆 accounts with formatted tables and analysis\n- Automated HTML report generation and in-dialog preview functionality included\n- Introduces environment variable setup for API Key with detailed user guidance and platform-specific instructions\n- Subscription service prompt always included in output, regardless of data availability\n\nArchive index:\n\nArchive v1.0.5: 7 files, 23532 bytes\n\nFiles: README.en.md (7341b), README.md (6783b), references/account_template.html (4389b), scripts/xiaohongshu-similar-account.py (37728b), skill-card.md (2504b), SKILL.md (10147b), _meta.json (146b)\n\nFile v1.0.5:SKILL.md\n\n---\nname: xiaohongshu-similar-account\ndescription: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n---\n\n# 小红书相似账号推荐\n\n## 1. 简介\n\n小红书创作者对标账号匹配工具 -- 输入小红书账号 ID 或 \"赛道 + 粉丝数 + 账号等级\"，智能推荐可直接复制的同阶对标（粉丝量接近）和可参考的高阶标杆（粉丝量 3-5 倍），帮助创作者快速找到起号参考与投放目标。\n\n**适用对象**：小红书创作者、KOL 运营、品牌方、MCN 机构。\n\n---\n\n## 2. 功能特性\n\n**核心功能**：\n\n- 同阶对标匹配 -- 按粉丝量级匹配相似账号，可直接复制玩法\n- 高阶标杆推荐 -- 推荐粉丝量 3-5 倍的高阶账号，提供追赶方向\n- 账号数据分析 -- 展示粉丝数、近 30 天互动数等关键指标\n- HTML 报告生成 -- 自动生成可视化对标报告\n\n**特色亮点**：\n\n- 双模式输入：支持按账号 ID 精准查询，也支持按赛道 + 粉丝数 + 等级灵活筛选\n- 智能赛道映射：支持口语化输入（如 \"做饭\" 自动映射为 \"美味佳肴\"）\n- 25 个标准赛道 + 7 个标准账号等级，覆盖小红书全品类\n- 粉丝数智能处理：单数值自动设 maxFans=该值 / minFans=0，区间按实际传参\n- 订阅服务：支持按查询条件订阅每日对标账号推送\n\n---\n\n## 3. 一键安装\n\n### 鉴权\n\n#### 获取 API Key\n\n请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取API KEY\n\n#### 配置 API Key\n\n方案1: 以OpenClaw为例，将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中\n\n```bash\n{ \"env\": { \"REDFOX_API_KEY\": \"ak_xxxx...\" } }\n```\n\n方案2: 终端配置：export REDFOX_API_KEY=\"ak_xxxx...\"\n\n```bash\nexport REDFOX_API_KEY=\"ak_xxxx...\"\n```\n\n### 依赖安装\n\n无需安装第三方依赖，使用 Python 标准库（json、argparse、os、sys、urllib、ssl）即可。\n\n---\n\n## 4. 使用指南\n\n### 基础使用\n\n**输入方式 A：按小红书账号 ID 查询**：\n\n用户输入示例：\"我的ID是27493135897\"\n\n```bash\npython scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"\n```\n\n**输入方式 B：按赛道 + 粉丝数 + 账号等级查询**：\n\n用户输入示例：\"做饭，3000粉，素人\"\n\n```bash\npython scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"\n```\n\n### 操作流程（严格按顺序执行）\n\n**步骤 1：接收用户输入，解析参数**\n\n- **输入方式 A**：小红书账号 ID，参数为 `redId`\n- **输入方式 B**：赛道 + 粉丝数 + 账号等级（可选），参数映射：\n  - `track`：赛道类型（自动映射，如 \"做饭\" -> \"美味佳肴\"）\n  - `maxFans` / `minFans`：粉丝数处理规则见下方\n  - `level`：账号等级（自动映射，如 \"小白\" -> \"素人\"）\n\n**粉丝数处理规则（重要）**：\n- 单个粉丝数（如 \"3000 粉\"）：maxFans=3000, minFans=**0**（不要传空字符串）\n- 粉丝区间（如 \"1000-3000 粉\"）：maxFans=3000, minFans=1000\n- 未指定粉丝数：maxFans 和 minFans 都传空字符串\n\n**步骤 2：调用脚本查询对标账号**\n\nAPI 接口：`POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts`\n\n**步骤 3：按标准模板输出结果**\n\n输出顺序：\n1. 开场白（只显示有数据的组）\n2. 同阶对标表格（有数据才展示）\n3. 高阶标杆表格（有数据才展示）\n4. 分析总结（有数据才展示）\n5. **订阅服务（必须输出，无论有无数据）**\n6. 展示 HTML 文件（读取脚本输出的 html_path 并展示）\n\n**有数据时的输出格式**：\n\n```\n✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**无数据时的输出格式**：\n\n```\n✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**步骤 4：生成并展示 HTML 报告（必须执行）**\n\n账号推荐输出结束后，脚本自动：\n1. 将所有数据存入临时 JSON 文件：`./{账号名/对标账号}_{时间戳}.json`\n2. 读取 JSON 生成 HTML 文件：`./{账号名/对标账号}_{时间戳}.html`\n3. 输出 JSON 标记：`{\"status\": \"success\", \"html_path\": \"...\"}`\n\nAI 必须读取 `html_path` 并在对话结尾展示该 HTML 文件。\n\n### 高级使用\n\n**赛道映射示例**：\n\n| 用户输入 | 匹配结果 |\n| -------- | -------- |\n| 美妆、化妆 | 化妆美容 |\n| 护肤、美容 | 个人护理 |\n| 穿搭、时尚 | 时尚穿搭 |\n| 美食、做饭、探店 | 美味佳肴 |\n| 旅行、旅游 | 旅行度假 |\n| 家居、装修、改造 | 居家装修 |\n| 健身、运动、减肥 | 体育锻炼 |\n| 母婴、育儿 | 亲子育儿 |\n| 宠物、猫、狗 | 宠物天地 |\n| 数码、手机、科技、互联网、AI | 数码科技 |\n| 教育、学习 | 学习教育 |\n| 情感、恋爱 | 星座情感 |\n| 职场、工作 | 职业发展 |\n\n**账号等级映射示例**：\n\n| 用户输入 | 匹配结果 |\n| -------- | -------- |\n| 明星、艺人、爱豆、idol | 明星 |\n| 品牌、牌子 | 品牌 |\n| 企业、公司、商家、官方号 | 企业 |\n| 头部kol、头部、头部达人、大v、大号、百万粉 | 头部kol |\n| 腰部kol、腰部、腰部达人、中号、十万粉 | 腰部kol |\n| 尾部kol、尾部、尾部达人、小号、万粉 | 尾部kol |\n| 素人、普通人、小白、新手、新人、个人号 | 素人 |\n\n**标准赛道分类（25 个）**：\n\n综合全部 | 出行代步 | 休闲爱好 | 影视娱乐 | 数码科技 | 医疗保健 | 综合杂项 | 星座情感 | 时尚穿搭 | 婚庆婚礼 | 拍摄记录 | 学习教育 | 化妆美容 | 居家装修 | 旅行度假 | 亲子育儿 | 个人护理 | 美味佳肴 | 职业发展 | 宠物天地 | 潮流鞋包 | 日常生活 | 科学探索 | 新闻资讯 | 体育锻炼\n\n**标准账号等级（7 个）**：\n\n明星 | 品牌 | 企业 | 头部kol | 腰部kol | 尾部kol | 素人\n\n**数值格式化**：< 10000 直接展示原值，>= 10000 格式化为 \"X.Xw\"\n\n**推荐理由**：口语化描述，综合分析内容方向、更新频率、互动表现、爆文案例\n\n---\n\n## 5. 使用场景\n\n1. **新人起号找对标**：输入 \"做饭，3000 粉，素人\"，获取同阶对标注账号作为起号参考，直接复制已验证的玩法模式。\n2. **创作者进阶找标杆**：输入自己的小红书 ID，获取高阶标杆推荐，找到 3-5 倍粉丝量的可追赶目标。\n3. **品牌方筛选投放 KOL**：输入赛道 + 粉丝区间 + 账号等级，快速获取符合条件的达人列表，降低投放决策成本。\n4. **MCN 批量挖掘潜力账号**：按不同赛道和粉丝量级批量查询，系统性地挖掘有潜力的签约对象。\n\n---\n\n## 6. 项目架构\n\n### 目录结构\n\n```\nxiaohongshu-similar-account/\n├── SKILL.md                                    # 本文件\n├── scripts/\n│   └── xiaohongshu_account_recommender.py      # 调用API查询对标账号，支持赛道和等级映射，自动生成HTML报告\n└── references/\n    └── account_template.html                   # HTML报告模板\n```\n\n### 技术栈\n\n| 技术 | 用途 |\n| ---- | ---- |\n| Python 标准库 (urllib, json, ssl) | HTTP 请求与数据解析 |\n| 红狐 API | 小红书相似账号数据来源 |\n| HTML / CSS | 可视化对标报告渲染 |\n\n### 核心模块说明\n\n- **xiaohongshu_account_recommender.py**：支持按账号 ID 或赛道 + 粉丝数 + 等级两种方式调用红狐相似账号 API，自动处理赛道和等级映射，生成包含同阶对标和高阶标杆的 HTML 报告。\n\n### 资源索引\n\n| 文件 | 用途 |\n| ---- | ---- |\n| [scripts/xiaohongshu_account_recommender.py](scripts/xiaohongshu_account_recommender.py) | 调用 API 查询对标账号，支持赛道和账号等级映射，自动生成 HTML 报告 |\n| [references/account_template.html](references/account_template.html) | HTML 报告模板 |\n\n---\n\n## 7. 常见问答\n\n### 安装\n\n**Q: 需要安装什么依赖？**\nA: 无需安装第三方依赖，使用 Python 标准库即可。\n\n**Q: 如何配置 API Key？**\nA: 请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取 API KEY，通过环境变量 `REDFOX_API_KEY` 配置。\n\n### 使用\n\n**Q: 粉丝数怎么传？**\nA: 单个数值（如 \"3000 粉\"）：maxFans=该值, minFans=0；区间（如 \"1000-3000 粉\"）：按区间传参。\n\n**Q: 赛道匹配不上怎么办？**\nA: 支持智能语义模糊匹配，参考上方的赛道映射表。无法识别时会列出完整赛道列表供选择。\n\n**Q: 没有匹配到对标账号怎么办？**\nA: 系统会提示 \"暂未匹配到符合条件的对标账号，请尝试调整筛选条件\"，同时仍然会输出订阅服务入口。\n\n### 故障排除\n\n**Q: 所有数据来源于哪里？**\nA: 所有数据来源于红狐 API 接口，严禁任何联网搜索。\n\nFile v1.0.5:README.md\n\n# 小红书相似账号推荐 / xiaohongshu-similar-account\n\n---\n\n## 简介\n\n帮你快速找到小红书上可直接复制玩法和可追赶的对标账号。\n\n**核心价值**\n\n基于小红书账号的粉丝量、赛道、互动数据和内容风格，为你匹配两类对标账号：同阶对标（粉丝量接近，可直接抄玩法）和高阶标杆（粉丝量 3-5 倍，模式成熟可参考），附带 AI 生成的口语化推荐理由和运营分析总结。\n\n**适用对象**\n\n- 🎬 新人博主 — 找到同赛道的对标账号，快速学习可复制的运营套路\n- 📦 内容运营 / MCN — 批量筛选对标账号，制定内容策略和选题方向\n- 🏢 品牌方 / 商务 — 评估达人合作价值，匹配赛道 KOL 投放候选人\n- 📊 起号参考者 — 根据赛道+粉丝量+等级精准匹配，降低起号迷茫感\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **双模式输入**：支持按小红书账号 ID 直接查询，或按赛道 + 粉丝数 + 账号等级组合筛选\n- **同阶对标匹配**：推荐粉丝量接近的可直接复制账号，附推荐理由（内容方向、更新频率、互动表现、爆文案例）\n- **高阶标杆推荐**：推荐粉丝量 3-5 倍的模式成熟账号，作为长期追赶目标\n- **智能映射**：赛道关键词和账号等级自动模糊匹配，如\"做饭\"→\"美味佳肴\"、\"小白\"→\"素人\"\n- **HTML 报告生成**：生成可视化 HTML 报告，账号名可点击跳转小红书主页，支持导出 PDF/截图\n- **订阅推送**：支持订阅对标账号每日下午 7 点自动推送更新\n\n---\n\n## 密钥获取与安全说明\n\n- 本技能需要使用环境变量：`REDFOX_API_KEY`。\n- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`)提供。\n- 请前往 [红狐 hub](https://redfox.hk?source=clawhub) 注册账号，获取 `REDFOX_API_KEY`。\n- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。\n- 在提供密钥前，请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。\n- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。\n\n---\n\n## 使用指南\n\n直接用自然语言描述你的需求即可，无需记忆命令格式。\n\n### 常用说法速查\n\n| 意图         | 示例话术                                       | 效果                             |\n| ------------ | ---------------------------------------------- | -------------------------------- |\n| 按 ID 查对标 | \"我的小红书 ID 是 27493135897，帮我找对标账号\" | 以该账号为基准匹配同阶和高阶对标 |\n| 按赛道+粉丝  | \"做饭赛道，3000 粉左右，帮我推荐对标账号\"      | 返回美味佳肴赛道同粉丝量级对标   |\n| 按赛道+等级  | \"美妆赛道素人博主，找些能学习的账号\"           | 返回化妆美容赛道素人级别对标     |\n| 按粉丝区间   | \"穿搭赛道，1000-5000 粉的账号推荐\"             | 返回时尚穿搭赛道指定粉丝区间对标 |\n| 下载报告     | \"帮我生成对标账号的 HTML 报告\"                 | 生成可视化 HTML 文件并交付       |\n| 订阅推送     | \"每天推送美食赛道对标账号给我\"                 | 创建每日下午 7 点自动推送任务    |\n\n### 输出示例\n\n✨ 为你匹配到【可直接抄的同阶对标（10 个）】和【可追赶的高阶标杆（2 个）】的 2 组对标，可按需参考：\n| 数据说明：数据获取时间为 2026-04-10，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10 个）】（可直接复制玩法）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                                                |\n| -------------- | ------ | -------- | ----------------------------------------------------------------------- |\n| [账号名](链接) | 3200   | 1.5w     | 美食教程为主，更新稳定，互动量很高，爆文「5 分钟快手早餐…」获 2.3w 互动 |\n| [账号名](链接) | 2800   | 8500     | 日常 vlog 风格，有持续更新，有一定互动基础                              |\n| …              | …      | …        | …                                                                       |\n\n👉 【可追赶的高阶标杆（2 个）】（模式成熟可参考）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                        |\n| -------------- | ------ | -------- | ----------------------------------------------- |\n| [账号名](链接) | 1.2w   | 8.6w     | 粉丝 1.2w，已具备变现能力，测评类内容，日更勤快 |\n| …              | …      | …        | …                                               |\n\n📊 **分析总结**：\n\n- 同阶对标账号平均粉丝数：2.9k，平均互动量：1.1w\n- 高阶标杆账号平均粉丝数：1.2w，平均互动量：8.6w\n- 建议优先参考：同阶对标中的高频更新账号，学习其内容节奏和选题方向\n\n📬 **订阅服务**\n1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午 7 点更新最新数据。你可选择推送频率和时间~\n2️⃣ 暂不需要\n\n---\n\n## 使用场景\n\n| 场景           | 角色           | 示例问法                                | 收益                           |\n| -------------- | -------------- | --------------------------------------- | ------------------------------ |\n| 新号找对标学习 | 新人博主       | \"我是做美食的，3000 粉素人，帮我找对标\" | 快速找到可复制的运营套路       |\n| 批量筛选达人   | 品牌方 / 商务  | \"穿搭赛道腰部 kol，推荐些互动好的账号\"  | 高效筛选 KOL 投放候选人        |\n| 制定内容策略   | 内容运营 / MCN | \"健身赛道 1 万粉的账号，哪些做得好？\"   | 掌握赛道头部玩法，优化选题方向 |\n| 起号方向参考   | 起号参考者     | \"宠物赛道小白，有哪些可以学的账号？\"    | 降低起号迷茫感，明确内容方向   |\n| 监控对标变化   | 运营团队       | \"每天推送美食赛道对标账号给我\"          | 自动化追踪对标账号最新数据     |\n\n---\n\n## 重要数据说明\n\n### 支持赛道（25 个）\n\n综合全部、出行代步、休闲爱好、影视娱乐、数码科技、医疗保健、综合杂项、星座情感、时尚穿搭、婚庆婚礼、拍摄记录、学习教育、化妆美容、居家装修、旅行度假、亲子育儿、个人护理、美味佳肴、职业发展、宠物天地、潮流鞋包、日常生活、科学探索、新闻资讯、体育锻炼\n\n### 数据时效\n\n推荐账号数据来源于 API 接口，数据获取时间为入库时刻，与小红书平台实时数据存在差异。\n\nFile v1.0.5:_meta.json\n\n{\n  \"ownerId\": \"kn70p3je4506z0tw213zgq0r4584s0c6\",\n  \"slug\": \"xiaohongshu-similar-account\",\n  \"version\": \"1.0.5\",\n  \"publishedAt\": 1785915062375\n}\n\nFile v1.0.5:README.en.md\n\n# Xiaohongshu Similar Account\n\n---\n\n## Introduction\n\nQuickly find Xiaohongshu accounts you can directly learn from and aspire to catch up with.\n\n**Core Value**\n\nBased on follower count, niche, engagement data, and content style, this skill matches you with two types of benchmark accounts: same-level benchmarks (similar follower count, directly copyable tactics) and high-level benchmarks (3–5× followers, proven models to aspire to) — each with AI-generated, conversational recommendation reasons and an operations analysis summary.\n\n**Who It's For**\n\n- 🎬 New creators — Find same-niche benchmark accounts and quickly learn copyable tactics\n- 📦 Content ops / MCN agencies — Batch-screen benchmark accounts to develop content strategies\n- 🏢 Brands / ad buyers — Evaluate influencer partnership value and match niche KOL candidates\n- 📊 Account-starters — Precisely match by niche + followers + level to reduce startup uncertainty\n\n---\n\n## Features\n\n### Core Capabilities\n\n- **Dual input modes**: Query by Xiaohongshu account ID directly, or filter by niche + follower count + account level\n- **Same-level benchmark matching**: Recommends accounts with similar follower counts and copyable playbooks, with recommendation reasons (content direction, update frequency, engagement performance, viral post examples)\n- **High-level benchmark recommendations**: Recommends accounts with 3–5× followers as proven, aspirational models\n- **Smart mapping**: Niche keywords and account levels are automatically fuzzy-matched (e.g., \"cooking\" → \"美味佳肴\", \"newbie\" → \"素人\")\n- **HTML report generation**: Generates a visual HTML report with clickable account names linking to Xiaohongshu profiles; supports PDF/image export\n- **Subscription push**: Subscribe to daily benchmark account updates delivered at 7 PM\n\n---\n\n## API Key Acquisition & Security\n\n- This skill requires the environment variable: `REDFOX_API_KEY`.\n- `REDFOX_API_KEY` is provided by [RedFoxHub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`).\n- Register at [RedFoxHub](https://redfox.hk?source=clawhub) to obtain your `REDFOX_API_KEY`.\n- Configure `REDFOX_API_KEY` as a device environment variable before using this skill.\n- Before providing your key, confirm its source, available scope, validity period, and whether reset/revocation is supported.\n- Do not hard-code or expose the key in plaintext in code, prompts, logs, or output files.\n\n---\n\n## Usage Guide\n\nDescribe what you need in plain language — no commands to memorize.\n\n### Quick phrase reference\n\n| Intent            | Example phrase                                              | What you get                                     |\n| ----------------- | ----------------------------------------------------------- | ------------------------------------------------ |\n| Query by ID       | \"My Xiaohongshu ID is 27493135897, find benchmark accounts\" | Same-level and high-level benchmarks for that ID |\n| Niche + followers | \"Cooking niche, ~3000 followers, recommend benchmarks\"      | Same follower tier in 美味佳肴 niche             |\n| Niche + level     | \"Beauty niche newbie creators, accounts I can learn from\"   | 化妆美容 niche at 素人 level benchmarks          |\n| Follower range    | \"Fashion niche, 1000–5000 follower account recommendations\" | 时尚穿搭 niche in specified follower range       |\n| Download report   | \"Generate an HTML report for benchmark accounts\"            | Visual HTML file delivered                       |\n| Subscribe         | \"Push food-niche benchmark accounts to me daily\"            | Daily 7 PM auto-push task created                |\n\n### Sample output\n\n✨ Matched **【Same-level benchmarks to copy (10)】** and **【High-level benchmarks to chase (2)】** — reference as needed:\n| Data note: Data fetched on 2026-04-10; may differ from real-time platform data.\n\n👉 **【Same-level benchmarks to copy (10)】** (directly copyable playbooks)\n\n| Account         | Followers | Total engagement | Recommendation reason                                                                               |\n| --------------- | --------- | ---------------- | --------------------------------------------------------------------------------------------------- |\n| [Account](link) | 3200      | 15K              | Food tutorials, stable updates, high engagement; viral post \"5-min breakfast…\" got 23K interactions |\n| [Account](link) | 2800      | 8500             | Daily vlog style, consistent updates, solid engagement base                                         |\n| …               | …         | …                | …                                                                                                   |\n\n👉 **【High-level benchmarks to chase (2)】** (proven models to aspire to)\n\n| Account         | Followers | Total engagement | Recommendation reason                                            |\n| --------------- | --------- | ---------------- | ---------------------------------------------------------------- |\n| [Account](link) | 12K       | 86K              | 12K followers, monetization-ready, review content, daily updates |\n| …               | …         | …                | …                                                                |\n\n📊 **Analysis summary**:\n\n- Same-level benchmarks: avg 2.9K followers, avg 11K engagement\n- High-level benchmarks: avg 12K followers, avg 86K engagement\n- Suggested focus: high-frequency updaters among same-level benchmarks — learn their rhythm and topics\n\n📬 **Subscription**\n1️⃣ Subscribe to benchmark pushes for your current query — daily 7 PM updates. Choose frequency and time~\n2️⃣ Not now\n\n---\n\n## Use Cases\n\n| Scenario                   | Role              | Example question                                         | Benefit                                     |\n| -------------------------- | ----------------- | -------------------------------------------------------- | ------------------------------------------- |\n| New account benchmarks     | New creator       | \"I'm food niche, 3K followers, newbie — find benchmarks\" | Quickly find copyable tactics               |\n| Batch influencer screening | Brand / ad buyer  | \"Fashion mid-tier KOLs with good engagement\"             | Efficiently screen KOL ad candidates        |\n| Content strategy           | Content ops / MCN | \"Fitness niche 10K follower accounts doing well?\"        | Learn top niche playbooks, optimize topics  |\n| Account launch reference   | Account-starter   | \"Pet niche newbie — accounts I can learn from?\"          | Reduce startup confusion, clarify direction |\n| Monitor benchmark changes  | Ops team          | \"Push food-niche benchmarks to me daily\"                 | Automated tracking of latest benchmark data |\n\n---\n\n## Important data notes\n\n### Supported niches (25)\n\nAll categories, mobility, hobbies, film & entertainment, tech, healthcare, misc, astrology & emotions, fashion, weddings, photography, education, beauty, home decor, travel, parenting, personal care, food, career, pets, bags & shoes, daily life, science, news, sports & fitness\n\n### Data freshness\n\nRecommended account data comes from API; fetch time is ingestion moment — may differ from Xiaohongshu real-time data.\n\n---\n\nFile v1.0.5:skill-card.md\n\n## Description:\n\nFinds comparable Xiaohongshu accounts from an account ID or from niche, follower, and account-level criteria, then returns same-level benchmarks, higher-level reference accounts, analysis, subscription options, and an HTML report.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[yuanyi-github](https://clawhub.ai/user/yuanyi-github)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal creators, content operations teams, MCN agencies, and brand marketers use this skill to identify comparable Xiaohongshu accounts for account growth, creator benchmarking, and KOL screening.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill requires a RedFox API key and sends Xiaohongshu account IDs or targeting criteria to redfox.hk.\n\nMitigation: Use a scoped, revocable API key, avoid sharing sensitive account criteria, and review RedFoxHub terms before installation.\n\nRisk: The security evidence reports TLS verification, generated HTML escaping, and subscription consent concerns.\n\nMitigation: Use only after TLS verification is fixed, generated report content is escaped, and subscription actions are explicit opt-in.\n\nRisk: Generated benchmark reports may not reflect real-time Xiaohongshu data.\n\nMitigation: Treat recommendations as decision support and verify current account metrics before outreach, spend, or campaign decisions.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/yuanyi-github/skills/xiaohongshu-similar-account)\n- [RedFoxHub API key settings](https://redfox.hk/settings/api-keys?source=clawhub)\n- [RedFox API endpoint](https://redfox.hk/story/api/xhsUser/querySimilarAccounts)\n- [Account report template](artifact/references/account_template.html)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, files, guidance]\n\n**Output Format:** [Markdown tables and prose with generated JSON and HTML report files]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires REDFOX_API_KEY and sends account IDs or targeting criteria to redfox.hk; report data may differ from real-time Xiaohongshu data.]\n\n## Skill Version(s):\n\n1.0.5 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.4: 7 files, 23462 bytes\n\nFiles: README.en.md (7337b), README.md (6779b), references/account_template.html (4389b), scripts/xiaohongshu-similar-account.py (37584b), skill-card.md (2530b), SKILL.md (10147b), _meta.json (146b)\n\nFile v1.0.4:SKILL.md\n\n---\nname: xiaohongshu-similar-account\ndescription: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n---\n\n# 小红书相似账号推荐\n\n## 1. 简介\n\n小红书创作者对标账号匹配工具 -- 输入小红书账号 ID 或 \"赛道 + 粉丝数 + 账号等级\"，智能推荐可直接复制的同阶对标（粉丝量接近）和可参考的高阶标杆（粉丝量 3-5 倍），帮助创作者快速找到起号参考与投放目标。\n\n**适用对象**：小红书创作者、KOL 运营、品牌方、MCN 机构。\n\n---\n\n## 2. 功能特性\n\n**核心功能**：\n\n- 同阶对标匹配 -- 按粉丝量级匹配相似账号，可直接复制玩法\n- 高阶标杆推荐 -- 推荐粉丝量 3-5 倍的高阶账号，提供追赶方向\n- 账号数据分析 -- 展示粉丝数、近 30 天互动数等关键指标\n- HTML 报告生成 -- 自动生成可视化对标报告\n\n**特色亮点**：\n\n- 双模式输入：支持按账号 ID 精准查询，也支持按赛道 + 粉丝数 + 等级灵活筛选\n- 智能赛道映射：支持口语化输入（如 \"做饭\" 自动映射为 \"美味佳肴\"）\n- 25 个标准赛道 + 7 个标准账号等级，覆盖小红书全品类\n- 粉丝数智能处理：单数值自动设 maxFans=该值 / minFans=0，区间按实际传参\n- 订阅服务：支持按查询条件订阅每日对标账号推送\n\n---\n\n## 3. 一键安装\n\n### 鉴权\n\n#### 获取 API Key\n\n请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取API KEY\n\n#### 配置 API Key\n\n方案1: 以OpenClaw为例，将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中\n\n```bash\n{ \"env\": { \"REDFOX_API_KEY\": \"ak_xxxx...\" } }\n```\n\n方案2: 终端配置：export REDFOX_API_KEY=\"ak_xxxx...\"\n\n```bash\nexport REDFOX_API_KEY=\"ak_xxxx...\"\n```\n\n### 依赖安装\n\n无需安装第三方依赖，使用 Python 标准库（json、argparse、os、sys、urllib、ssl）即可。\n\n---\n\n## 4. 使用指南\n\n### 基础使用\n\n**输入方式 A：按小红书账号 ID 查询**：\n\n用户输入示例：\"我的ID是27493135897\"\n\n```bash\npython scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"\n```\n\n**输入方式 B：按赛道 + 粉丝数 + 账号等级查询**：\n\n用户输入示例：\"做饭，3000粉，素人\"\n\n```bash\npython scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"\n```\n\n### 操作流程（严格按顺序执行）\n\n**步骤 1：接收用户输入，解析参数**\n\n- **输入方式 A**：小红书账号 ID，参数为 `redId`\n- **输入方式 B**：赛道 + 粉丝数 + 账号等级（可选），参数映射：\n  - `track`：赛道类型（自动映射，如 \"做饭\" -> \"美味佳肴\"）\n  - `maxFans` / `minFans`：粉丝数处理规则见下方\n  - `level`：账号等级（自动映射，如 \"小白\" -> \"素人\"）\n\n**粉丝数处理规则（重要）**：\n- 单个粉丝数（如 \"3000 粉\"）：maxFans=3000, minFans=**0**（不要传空字符串）\n- 粉丝区间（如 \"1000-3000 粉\"）：maxFans=3000, minFans=1000\n- 未指定粉丝数：maxFans 和 minFans 都传空字符串\n\n**步骤 2：调用脚本查询对标账号**\n\nAPI 接口：`POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts`\n\n**步骤 3：按标准模板输出结果**\n\n输出顺序：\n1. 开场白（只显示有数据的组）\n2. 同阶对标表格（有数据才展示）\n3. 高阶标杆表格（有数据才展示）\n4. 分析总结（有数据才展示）\n5. **订阅服务（必须输出，无论有无数据）**\n6. 展示 HTML 文件（读取脚本输出的 html_path 并展示）\n\n**有数据时的输出格式**：\n\n```\n✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**无数据时的输出格式**：\n\n```\n✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**步骤 4：生成并展示 HTML 报告（必须执行）**\n\n账号推荐输出结束后，脚本自动：\n1. 将所有数据存入临时 JSON 文件：`./{账号名/对标账号}_{时间戳}.json`\n2. 读取 JSON 生成 HTML 文件：`./{账号名/对标账号}_{时间戳}.html`\n3. 输出 JSON 标记：`{\"status\": \"success\", \"html_path\": \"...\"}`\n\nAI 必须读取 `html_path` 并在对话结尾展示该 HTML 文件。\n\n### 高级使用\n\n**赛道映射示例**：\n\n| 用户输入 | 匹配结果 |\n| -------- | -------- |\n| 美妆、化妆 | 化妆美容 |\n| 护肤、美容 | 个人护理 |\n| 穿搭、时尚 | 时尚穿搭 |\n| 美食、做饭、探店 | 美味佳肴 |\n| 旅行、旅游 | 旅行度假 |\n| 家居、装修、改造 | 居家装修 |\n| 健身、运动、减肥 | 体育锻炼 |\n| 母婴、育儿 | 亲子育儿 |\n| 宠物、猫、狗 | 宠物天地 |\n| 数码、手机、科技、互联网、AI | 数码科技 |\n| 教育、学习 | 学习教育 |\n| 情感、恋爱 | 星座情感 |\n| 职场、工作 | 职业发展 |\n\n**账号等级映射示例**：\n\n| 用户输入 | 匹配结果 |\n| -------- | -------- |\n| 明星、艺人、爱豆、idol | 明星 |\n| 品牌、牌子 | 品牌 |\n| 企业、公司、商家、官方号 | 企业 |\n| 头部kol、头部、头部达人、大v、大号、百万粉 | 头部kol |\n| 腰部kol、腰部、腰部达人、中号、十万粉 | 腰部kol |\n| 尾部kol、尾部、尾部达人、小号、万粉 | 尾部kol |\n| 素人、普通人、小白、新手、新人、个人号 | 素人 |\n\n**标准赛道分类（25 个）**：\n\n综合全部 | 出行代步 | 休闲爱好 | 影视娱乐 | 数码科技 | 医疗保健 | 综合杂项 | 星座情感 | 时尚穿搭 | 婚庆婚礼 | 拍摄记录 | 学习教育 | 化妆美容 | 居家装修 | 旅行度假 | 亲子育儿 | 个人护理 | 美味佳肴 | 职业发展 | 宠物天地 | 潮流鞋包 | 日常生活 | 科学探索 | 新闻资讯 | 体育锻炼\n\n**标准账号等级（7 个）**：\n\n明星 | 品牌 | 企业 | 头部kol | 腰部kol | 尾部kol | 素人\n\n**数值格式化**：< 10000 直接展示原值，>= 10000 格式化为 \"X.Xw\"\n\n**推荐理由**：口语化描述，综合分析内容方向、更新频率、互动表现、爆文案例\n\n---\n\n## 5. 使用场景\n\n1. **新人起号找对标**：输入 \"做饭，3000 粉，素人\"，获取同阶对标注账号作为起号参考，直接复制已验证的玩法模式。\n2. **创作者进阶找标杆**：输入自己的小红书 ID，获取高阶标杆推荐，找到 3-5 倍粉丝量的可追赶目标。\n3. **品牌方筛选投放 KOL**：输入赛道 + 粉丝区间 + 账号等级，快速获取符合条件的达人列表，降低投放决策成本。\n4. **MCN 批量挖掘潜力账号**：按不同赛道和粉丝量级批量查询，系统性地挖掘有潜力的签约对象。\n\n---\n\n## 6. 项目架构\n\n### 目录结构\n\n```\nxiaohongshu-similar-account/\n├── SKILL.md                                    # 本文件\n├── scripts/\n│   └── xiaohongshu_account_recommender.py      # 调用API查询对标账号，支持赛道和等级映射，自动生成HTML报告\n└── references/\n    └── account_template.html                   # HTML报告模板\n```\n\n### 技术栈\n\n| 技术 | 用途 |\n| ---- | ---- |\n| Python 标准库 (urllib, json, ssl) | HTTP 请求与数据解析 |\n| 红狐 API | 小红书相似账号数据来源 |\n| HTML / CSS | 可视化对标报告渲染 |\n\n### 核心模块说明\n\n- **xiaohongshu_account_recommender.py**：支持按账号 ID 或赛道 + 粉丝数 + 等级两种方式调用红狐相似账号 API，自动处理赛道和等级映射，生成包含同阶对标和高阶标杆的 HTML 报告。\n\n### 资源索引\n\n| 文件 | 用途 |\n| ---- | ---- |\n| [scripts/xiaohongshu_account_recommender.py](scripts/xiaohongshu_account_recommender.py) | 调用 API 查询对标账号，支持赛道和账号等级映射，自动生成 HTML 报告 |\n| [references/account_template.html](references/account_template.html) | HTML 报告模板 |\n\n---\n\n## 7. 常见问答\n\n### 安装\n\n**Q: 需要安装什么依赖？**\nA: 无需安装第三方依赖，使用 Python 标准库即可。\n\n**Q: 如何配置 API Key？**\nA: 请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取 API KEY，通过环境变量 `REDFOX_API_KEY` 配置。\n\n### 使用\n\n**Q: 粉丝数怎么传？**\nA: 单个数值（如 \"3000 粉\"）：maxFans=该值, minFans=0；区间（如 \"1000-3000 粉\"）：按区间传参。\n\n**Q: 赛道匹配不上怎么办？**\nA: 支持智能语义模糊匹配，参考上方的赛道映射表。无法识别时会列出完整赛道列表供选择。\n\n**Q: 没有匹配到对标账号怎么办？**\nA: 系统会提示 \"暂未匹配到符合条件的对标账号，请尝试调整筛选条件\"，同时仍然会输出订阅服务入口。\n\n### 故障排除\n\n**Q: 所有数据来源于哪里？**\nA: 所有数据来源于红狐 API 接口，严禁任何联网搜索。\n\nFile v1.0.4:README.md\n\n# 小红书相似账号推荐 / xiaohongshu-similar-account\n\n---\n\n## 简介\n\n帮你快速找到小红书上可直接复制玩法和可追赶的对标账号。\n\n**核心价值**\n\n基于小红书账号的粉丝量、赛道、互动数据和内容风格，为你匹配两类对标账号：同阶对标（粉丝量接近，可直接抄玩法）和高阶标杆（粉丝量 3-5 倍，模式成熟可参考），附带 AI 生成的口语化推荐理由和运营分析总结。\n\n**适用对象**\n\n- 🎬 新人博主 — 找到同赛道的对标账号，快速学习可复制的运营套路\n- 📦 内容运营 / MCN — 批量筛选对标账号，制定内容策略和选题方向\n- 🏢 品牌方 / 商务 — 评估达人合作价值，匹配赛道 KOL 投放候选人\n- 📊 起号参考者 — 根据赛道+粉丝量+等级精准匹配，降低起号迷茫感\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **双模式输入**：支持按小红书账号 ID 直接查询，或按赛道 + 粉丝数 + 账号等级组合筛选\n- **同阶对标匹配**：推荐粉丝量接近的可直接复制账号，附推荐理由（内容方向、更新频率、互动表现、爆文案例）\n- **高阶标杆推荐**：推荐粉丝量 3-5 倍的模式成熟账号，作为长期追赶目标\n- **智能映射**：赛道关键词和账号等级自动模糊匹配，如\"做饭\"→\"美味佳肴\"、\"小白\"→\"素人\"\n- **HTML 报告生成**：生成可视化 HTML 报告，账号名可点击跳转小红书主页，支持导出 PDF/截图\n- **订阅推送**：支持订阅对标账号每日下午 7 点自动推送更新\n\n---\n\n## 密钥获取与安全说明\n\n- 本技能需要使用环境变量：`REDFOX_API_KEY`。\n- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/settings/api-keys?souce=github) (`https://redfox.hk`)提供。\n- 请前往 [红狐 hub](https://redfox.hk?souce=github) 注册账号，获取 `REDFOX_API_KEY`。\n- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。\n- 在提供密钥前，请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。\n- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。\n\n---\n\n## 使用指南\n\n直接用自然语言描述你的需求即可，无需记忆命令格式。\n\n### 常用说法速查\n\n| 意图         | 示例话术                                       | 效果                             |\n| ------------ | ---------------------------------------------- | -------------------------------- |\n| 按 ID 查对标 | \"我的小红书 ID 是 27493135897，帮我找对标账号\" | 以该账号为基准匹配同阶和高阶对标 |\n| 按赛道+粉丝  | \"做饭赛道，3000 粉左右，帮我推荐对标账号\"      | 返回美味佳肴赛道同粉丝量级对标   |\n| 按赛道+等级  | \"美妆赛道素人博主，找些能学习的账号\"           | 返回化妆美容赛道素人级别对标     |\n| 按粉丝区间   | \"穿搭赛道，1000-5000 粉的账号推荐\"             | 返回时尚穿搭赛道指定粉丝区间对标 |\n| 下载报告     | \"帮我生成对标账号的 HTML 报告\"                 | 生成可视化 HTML 文件并交付       |\n| 订阅推送     | \"每天推送美食赛道对标账号给我\"                 | 创建每日下午 7 点自动推送任务    |\n\n### 输出示例\n\n✨ 为你匹配到【可直接抄的同阶对标（10 个）】和【可追赶的高阶标杆（2 个）】的 2 组对标，可按需参考：\n| 数据说明：数据获取时间为 2026-04-10，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10 个）】（可直接复制玩法）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                                                |\n| -------------- | ------ | -------- | ----------------------------------------------------------------------- |\n| [账号名](链接) | 3200   | 1.5w     | 美食教程为主，更新稳定，互动量很高，爆文「5 分钟快手早餐…」获 2.3w 互动 |\n| [账号名](链接) | 2800   | 8500     | 日常 vlog 风格，有持续更新，有一定互动基础                              |\n| …              | …      | …        | …                                                                       |\n\n👉 【可追赶的高阶标杆（2 个）】（模式成熟可参考）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                        |\n| -------------- | ------ | -------- | ----------------------------------------------- |\n| [账号名](链接) | 1.2w   | 8.6w     | 粉丝 1.2w，已具备变现能力，测评类内容，日更勤快 |\n| …              | …      | …        | …                                               |\n\n📊 **分析总结**：\n\n- 同阶对标账号平均粉丝数：2.9k，平均互动量：1.1w\n- 高阶标杆账号平均粉丝数：1.2w，平均互动量：8.6w\n- 建议优先参考：同阶对标中的高频更新账号，学习其内容节奏和选题方向\n\n📬 **订阅服务**\n1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午 7 点更新最新数据。你可选择推送频率和时间~\n2️⃣ 暂不需要\n\n---\n\n## 使用场景\n\n| 场景           | 角色           | 示例问法                                | 收益                           |\n| -------------- | -------------- | --------------------------------------- | ------------------------------ |\n| 新号找对标学习 | 新人博主       | \"我是做美食的，3000 粉素人，帮我找对标\" | 快速找到可复制的运营套路       |\n| 批量筛选达人   | 品牌方 / 商务  | \"穿搭赛道腰部 kol，推荐些互动好的账号\"  | 高效筛选 KOL 投放候选人        |\n| 制定内容策略   | 内容运营 / MCN | \"健身赛道 1 万粉的账号，哪些做得好？\"   | 掌握赛道头部玩法，优化选题方向 |\n| 起号方向参考   | 起号参考者     | \"宠物赛道小白，有哪些可以学的账号？\"    | 降低起号迷茫感，明确内容方向   |\n| 监控对标变化   | 运营团队       | \"每天推送美食赛道对标账号给我\"          | 自动化追踪对标账号最新数据     |\n\n---\n\n## 重要数据说明\n\n### 支持赛道（25 个）\n\n综合全部、出行代步、休闲爱好、影视娱乐、数码科技、医疗保健、综合杂项、星座情感、时尚穿搭、婚庆婚礼、拍摄记录、学习教育、化妆美容、居家装修、旅行度假、亲子育儿、个人护理、美味佳肴、职业发展、宠物天地、潮流鞋包、日常生活、科学探索、新闻资讯、体育锻炼\n\n### 数据时效\n\n推荐账号数据来源于 API 接口，数据获取时间为入库时刻，与小红书平台实时数据存在差异。\n\nFile v1.0.4:_meta.json\n\n{\n  \"ownerId\": \"kn70p3je4506z0tw213zgq0r4584s0c6\",\n  \"slug\": \"xiaohongshu-similar-account\",\n  \"version\": \"1.0.4\",\n  \"publishedAt\": 1780392755124\n}\n\nFile v1.0.4:README.en.md\n\n# Xiaohongshu Similar Account\n\n---\n\n## Introduction\n\nQuickly find Xiaohongshu accounts you can directly learn from and aspire to catch up with.\n\n**Core Value**\n\nBased on follower count, niche, engagement data, and content style, this skill matches you with two types of benchmark accounts: same-level benchmarks (similar follower count, directly copyable tactics) and high-level benchmarks (3–5× followers, proven models to aspire to) — each with AI-generated, conversational recommendation reasons and an operations analysis summary.\n\n**Who It's For**\n\n- 🎬 New creators — Find same-niche benchmark accounts and quickly learn copyable tactics\n- 📦 Content ops / MCN agencies — Batch-screen benchmark accounts to develop content strategies\n- 🏢 Brands / ad buyers — Evaluate influencer partnership value and match niche KOL candidates\n- 📊 Account-starters — Precisely match by niche + followers + level to reduce startup uncertainty\n\n---\n\n## Features\n\n### Core Capabilities\n\n- **Dual input modes**: Query by Xiaohongshu account ID directly, or filter by niche + follower count + account level\n- **Same-level benchmark matching**: Recommends accounts with similar follower counts and copyable playbooks, with recommendation reasons (content direction, update frequency, engagement performance, viral post examples)\n- **High-level benchmark recommendations**: Recommends accounts with 3–5× followers as proven, aspirational models\n- **Smart mapping**: Niche keywords and account levels are automatically fuzzy-matched (e.g., \"cooking\" → \"美味佳肴\", \"newbie\" → \"素人\")\n- **HTML report generation**: Generates a visual HTML report with clickable account names linking to Xiaohongshu profiles; supports PDF/image export\n- **Subscription push**: Subscribe to daily benchmark account updates delivered at 7 PM\n\n---\n\n## API Key Acquisition & Security\n\n- This skill requires the environment variable: `REDFOX_API_KEY`.\n- `REDFOX_API_KEY` is provided by [RedFoxHub](https://redfox.hk/settings/api-keys?souce=github) (`https://redfox.hk`).\n- Register at [RedFoxHub](https://redfox.hk?souce=github) to obtain your `REDFOX_API_KEY`.\n- Configure `REDFOX_API_KEY` as a device environment variable before using this skill.\n- Before providing your key, confirm its source, available scope, validity period, and whether reset/revocation is supported.\n- Do not hard-code or expose the key in plaintext in code, prompts, logs, or output files.\n\n---\n\n## Usage Guide\n\nDescribe what you need in plain language — no commands to memorize.\n\n### Quick phrase reference\n\n| Intent            | Example phrase                                              | What you get                                     |\n| ----------------- | ----------------------------------------------------------- | ------------------------------------------------ |\n| Query by ID       | \"My Xiaohongshu ID is 27493135897, find benchmark accounts\" | Same-level and high-level benchmarks for that ID |\n| Niche + followers | \"Cooking niche, ~3000 followers, recommend benchmarks\"      | Same follower tier in 美味佳肴 niche             |\n| Niche + level     | \"Beauty niche newbie creators, accounts I can learn from\"   | 化妆美容 niche at 素人 level benchmarks          |\n| Follower range    | \"Fashion niche, 1000–5000 follower account recommendations\" | 时尚穿搭 niche in specified follower range       |\n| Download report   | \"Generate an HTML report for benchmark accounts\"            | Visual HTML file delivered                       |\n| Subscribe         | \"Push food-niche benchmark accounts to me daily\"            | Daily 7 PM auto-push task created                |\n\n### Sample output\n\n✨ Matched **【Same-level benchmarks to copy (10)】** and **【High-level benchmarks to chase (2)】** — reference as needed:\n| Data note: Data fetched on 2026-04-10; may differ from real-time platform data.\n\n👉 **【Same-level benchmarks to copy (10)】** (directly copyable playbooks)\n\n| Account         | Followers | Total engagement | Recommendation reason                                                                               |\n| --------------- | --------- | ---------------- | --------------------------------------------------------------------------------------------------- |\n| [Account](link) | 3200      | 15K              | Food tutorials, stable updates, high engagement; viral post \"5-min breakfast…\" got 23K interactions |\n| [Account](link) | 2800      | 8500             | Daily vlog style, consistent updates, solid engagement base                                         |\n| …               | …         | …                | …                                                                                                   |\n\n👉 **【High-level benchmarks to chase (2)】** (proven models to aspire to)\n\n| Account         | Followers | Total engagement | Recommendation reason                                            |\n| --------------- | --------- | ---------------- | ---------------------------------------------------------------- |\n| [Account](link) | 12K       | 86K              | 12K followers, monetization-ready, review content, daily updates |\n| …               | …         | …                | …                                                                |\n\n📊 **Analysis summary**:\n\n- Same-level benchmarks: avg 2.9K followers, avg 11K engagement\n- High-level benchmarks: avg 12K followers, avg 86K engagement\n- Suggested focus: high-frequency updaters among same-level benchmarks — learn their rhythm and topics\n\n📬 **Subscription**\n1️⃣ Subscribe to benchmark pushes for your current query — daily 7 PM updates. Choose frequency and time~\n2️⃣ Not now\n\n---\n\n## Use Cases\n\n| Scenario                   | Role              | Example question                                         | Benefit                                     |\n| -------------------------- | ----------------- | -------------------------------------------------------- | ------------------------------------------- |\n| New account benchmarks     | New creator       | \"I'm food niche, 3K followers, newbie — find benchmarks\" | Quickly find copyable tactics               |\n| Batch influencer screening | Brand / ad buyer  | \"Fashion mid-tier KOLs with good engagement\"             | Efficiently screen KOL ad candidates        |\n| Content strategy           | Content ops / MCN | \"Fitness niche 10K follower accounts doing well?\"        | Learn top niche playbooks, optimize topics  |\n| Account launch reference   | Account-starter   | \"Pet niche newbie — accounts I can learn from?\"          | Reduce startup confusion, clarify direction |\n| Monitor benchmark changes  | Ops team          | \"Push food-niche benchmarks to me daily\"                 | Automated tracking of latest benchmark data |\n\n---\n\n## Important data notes\n\n### Supported niches (25)\n\nAll categories, mobility, hobbies, film & entertainment, tech, healthcare, misc, astrology & emotions, fashion, weddings, photography, education, beauty, home decor, travel, parenting, personal care, food, career, pets, bags & shoes, daily life, science, news, sports & fitness\n\n### Data freshness\n\nRecommended account data comes from API; fetch time is ingestion moment — may differ from Xiaohongshu real-time data.\n\n---\n\nFile v1.0.4:skill-card.md\n\n## Description: <br>\nHelps Xiaohongshu creators, brands, MCNs, and content operators find same-tier benchmark accounts and higher-tier reference accounts from an account ID or niche, follower count, and account level. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[yuanyi-github](https://clawhub.ai/user/yuanyi-github) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal creators, content operations teams, MCNs, and brand marketers use this skill to identify Xiaohongshu benchmark accounts, compare follower and engagement signals, and produce a recommendation report for account growth or influencer selection. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill requires a sensitive RedFox API key. <br>\nMitigation: Use a low-privilege, revocable key, store it only in the environment, and avoid exposing it in code, prompts, logs, or generated files. <br>\nRisk: The provided security summary flags unresolved TLS safety questions. <br>\nMitigation: Review the network code before installing and avoid running the skill until TLS verification is fixed. <br>\nRisk: Daily push or subscription behavior may create recurring data delivery. <br>\nMitigation: Confirm that subscription behavior can be explicitly enabled, disabled, and deleted before using recurring pushes. <br>\n\n\n## Reference(s): <br>\n- [ClawHub skill release page](https://clawhub.ai/yuanyi-github/xiaohongshu-similar-account) <br>\n- [README.en.md](README.en.md) <br>\n- [Account report template](references/account_template.html) <br>\n- [RedFox similar-account API endpoint](https://redfox.hk/story/api/xhsUser/querySimilarAccounts) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, guidance] <br>\n**Output Format:** [Markdown tables and prose with shell command snippets, a JSON status marker, and a generated HTML report path.] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires REDFOX_API_KEY; may create temporary JSON and HTML report files; account data may differ from real-time Xiaohongshu data.] <br>\n\n## Skill Version(s): <br>\n1.0.4 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.3: 7 files, 23358 bytes\n\nFiles: README.en.md (8999b), README.md (6778b), references/account_template.html (4389b), scripts/xiaohongshu-similar-account.py (37584b), skill-card.md (2660b), SKILL.md (8764b), _meta.json (146b)\n\nFile v1.0.3:SKILL.md\n\n---\nname: xiaohongshu-similar-account\ndescription: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n---\n\n# 小红书相似账号推荐\n\n## 任务目标\n\n- 本 Skill 用于：帮助小红书创作者找到可对标账号\n- 能力包含：同阶对标匹配（粉丝量接近）、高阶标杆推荐（粉丝量3-5倍）、账号数据分析\n- 触发条件：用户表达\"找对标账号\"、\"推荐小红书账号\"、\"KOL投放\"、\"起号参考\"等需求\n\n## 前置准备\n\n- 依赖说明：Python标准库（json、argparse、os、sys、urllib、ssl），无需额外安装\n- API说明：调用小红书账号推荐API，使用原生 urllib.request + ssl（verify=False）发起请求\n\n### 鉴权\n\n#### 获取 API Key\n\n请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取API KEY\n\n#### 配置 API Key\n\n方案1: 以OpenClaw为例，将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中，部分内容如下：\n\n```bash\n{ \"env\": { \"REDFOX_API_KEY\": \"ak_xxxx...\" } }\n```\n\n方案2: 终端配置\n\n```bash\nexport REDFOX_API_KEY=\"ak_xxxx...\"\n```\n\n## 操作步骤\n\n### 步骤1：接收用户输入，解析参数\n\n**输入方式A：小红书账号ID**\n\n- 用户输入示例：\"我的ID是27493135897\"\n- 参数：redId\n\n**输入方式B：赛道 + 粉丝数 + 账号等级（可选）**\n\n- 用户输入示例：\"做饭，3000粉，素人\"\n- 参数映射：\n  - track：赛道类型（自动映射，如\"做饭\"→\"美味佳肴\"）\n  - maxFans/minFans：粉丝数处理规则见下方\n  - level：账号等级（自动映射，如\"小白\"→\"素人\"）\n\n**粉丝数处理规则（重要）**：\n\n- 单个粉丝数（如\"3000粉\"）：maxFans=3000, minFans=**0**（不要传空字符串）\n- 粉丝区间（如\"1000-3000粉\"）：maxFans=3000, minFans=1000\n- 未指定粉丝数：maxFans和minFans都传空字符串\n\n### 步骤2：调用脚本查询对标账号\n\n```\n# 按账号ID查询\npython scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"\n\n# 按赛道+粉丝数+等级查询\npython scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"\n```\n\nAPI接口：POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts\n\n### 步骤3：按标准模版输出结果\n\n**输出顺序**：\n\n1. 开场白（只显示有数据的组）\n2. 同阶对标表格（有数据才展示）\n3. 高阶标杆表格（有数据才展示）\n4. 分析总结（有数据才展示）\n5. **订阅服务（必须输出，无论有无数据）**\n6. 展示HTML文件（读取脚本输出的html_path并展示）\n\n**重要**：订阅服务是固定输出项，无论是否有对标账号数据，都必须输出订阅服务段落。\n\n**输出格式示例**：\n\n```\n✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**无数据情况**：\n\n```\n✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**数值格式化**：< 10000 直接展示原值，>= 10000 格式化为 \"X.Xw\"\n\n**推荐理由**：口语化描述，综合分析内容方向、更新频率、互动表现、爆文案例\n\n### 步骤4：生成并展示HTML报告（必须执行）\n\n账号推荐输出结束后，脚本会自动执行以下流程：\n\n1. **将所有数据存入临时JSON文件**：`./{账号名/对标账号}_{时间戳}.json`\n2. **读取JSON文件数据生成HTML文件**：`./{账号名/对标账号}_{时间戳}.html`\n3. **脚本输出JSON标记**：`{\"status\": \"success\", \"html_path\": \"...\"}`\n\n**AI必须执行**：读取脚本输出的`html_path`路径对应的HTML文件，在对话结尾直接展示该HTML文件供用户预览。\n\n## 标准赛道分类（25个）\n\n综合全部 | 出行代步 | 休闲爱好 | 影视娱乐 | 数码科技 | 医疗保健 | 综合杂项 | 星座情感 | 时尚穿搭 | 婚庆婚礼 | 拍摄记录 | 学习教育 | 化妆美容 | 居家装修 | 旅行度假 | 亲子育儿 | 个人护理 | 美味佳肴 | 职业发展 | 宠物天地 | 潮流鞋包 | 日常生活 | 科学探索 | 新闻资讯 | 体育锻炼\n\n## 标准账号等级（7个）\n\n明星 | 品牌 | 企业 | 头部kol | 腰部kol | 尾部kol | 素人\n\n## 赛道映射示例\n\n| 用户输入                                     | 匹配结果 |\n| -------------------------------------------- | -------- |\n| 美妆、化妆                                   | 化妆美容 |\n| 护肤、美容                                   | 个人护理 |\n| 穿搭、时尚                                   | 时尚穿搭 |\n| 美食、做饭、探店                             | 美味佳肴 |\n| 旅行、旅游                                   | 旅行度假 |\n| 家居、装修、改造                             | 居家装修 |\n| 健身、运动、减肥                             | 体育锻炼 |\n| 母婴、育儿                                   | 亲子育儿 |\n| 宠物、猫、狗                                 | 宠物天地 |\n| 数码、手机、科技、互联网、AI、人工智能、编程 | 数码科技 |\n| 教育、学习                                   | 学习教育 |\n| 情感、恋爱                                   | 星座情感 |\n| 职场、工作                                   | 职业发展 |\n\n## 账号等级映射示例\n\n| 用户输入                                         | 匹配结果 |\n| ------------------------------------------------ | -------- |\n| 明星、艺人、爱豆、idol                           | 明星     |\n| 品牌、牌子                                       | 品牌     |\n| 企业、公司、商家、官方号                         | 企业     |\n| 头部kol、头部、头部达人、大v、大号、百万粉       | 头部kol  |\n| 腰部kol、腰部、腰部达人、中号、十万粉            | 腰部kol  |\n| 尾部kol、尾部、尾部达人、小号、万粉              | 尾部kol  |\n| 素人、普通人、小白、新手、新人、新手博主、个人号 | 素人     |\n\n## 使用示例\n\n**示例1：按账号ID查询**\n\n- 用户输入：\"我的ID是27493135897\"\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"`\n- 输出格式：按标准模版输出\n\n**示例2：按赛道+单个粉丝数+等级查询**\n\n- 用户输入：\"做饭，3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=**0**, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n**示例3：按赛道+粉丝区间+等级查询**\n\n- 用户输入：\"做饭，1000-3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=1000, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 1000 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n## 资源索引\n\n- 脚本：见 [scripts/xiaohongshu_account_recommender.py](scripts/xiaohongshu_account_recommender.py)（调用API查询对标账号，支持赛道和账号等级映射，自动生成HTML报告）\n- 资产：见 [references/account_template.html](references/account_template.html)（HTML报告模版）\n\n## 注意事项\n\n- 粉丝数处理：单个数值→maxFans=该值, minFans=0；区间→按区间传参\n- 所有数据来源于API接口，严禁联网搜索\n\nFile v1.0.3:README.md\n\n# 小红书相似账号推荐 / xiaohongshu-similar-account\n\n---\n\n## 简介\n\n帮你快速找到小红书上可直接复制玩法和可追赶的对标账号。\n\n**核心价值**\n\n基于小红书账号的粉丝量、赛道、互动数据和内容风格，为你匹配两类对标账号：同阶对标（粉丝量接近，可直接抄玩法）和高阶标杆（粉丝量 3-5 倍，模式成熟可参考），附带 AI 生成的口语化推荐理由和运营分析总结。\n\n**适用对象**\n\n- 🎬 新人博主 — 找到同赛道的对标账号，快速学习可复制的运营套路\n- 📦 内容运营 / MCN — 批量筛选对标账号，制定内容策略和选题方向\n- 🏢 品牌方 / 商务 — 评估达人合作价值，匹配赛道 KOL 投放候选人\n- 📊 起号参考者 — 根据赛道+粉丝量+等级精准匹配，降低起号迷茫感\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **双模式输入**：支持按小红书账号 ID 直接查询，或按赛道 + 粉丝数 + 账号等级组合筛选\n- **同阶对标匹配**：推荐粉丝量接近的可直接复制账号，附推荐理由（内容方向、更新频率、互动表现、爆文案例）\n- **高阶标杆推荐**：推荐粉丝量 3-5 倍的模式成熟账号，作为长期追赶目标\n- **智能映射**：赛道关键词和账号等级自动模糊匹配，如\"做饭\"→\"美味佳肴\"、\"小白\"→\"素人\"\n- **HTML 报告生成**：生成可视化 HTML 报告，账号名可点击跳转小红书主页，支持导出 PDF/截图\n- **订阅推送**：支持订阅对标账号每日下午 7 点自动推送更新\n\n---\n\n## 密钥获取与安全说明\n\n- 本技能需要使用环境变量：`REDFOX_API_KEY`。\n- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/dashboard/keys?souce=clawhub) (`https://redfox.hk`)提供。\n- 请前往 [红狐 hub](https://redfox.hk?souce=clawhub) 注册账号，获取 `REDFOX_API_KEY`。\n- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。\n- 在提供密钥前，请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。\n- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。\n\n---\n\n## 使用指南\n\n直接用自然语言描述你的需求即可，无需记忆命令格式。\n\n### 常用说法速查\n\n| 意图         | 示例话术                                       | 效果                             |\n| ------------ | ---------------------------------------------- | -------------------------------- |\n| 按 ID 查对标 | \"我的小红书 ID 是 27493135897，帮我找对标账号\" | 以该账号为基准匹配同阶和高阶对标 |\n| 按赛道+粉丝  | \"做饭赛道，3000 粉左右，帮我推荐对标账号\"      | 返回美味佳肴赛道同粉丝量级对标   |\n| 按赛道+等级  | \"美妆赛道素人博主，找些能学习的账号\"           | 返回化妆美容赛道素人级别对标     |\n| 按粉丝区间   | \"穿搭赛道，1000-5000 粉的账号推荐\"             | 返回时尚穿搭赛道指定粉丝区间对标 |\n| 下载报告     | \"帮我生成对标账号的 HTML 报告\"                 | 生成可视化 HTML 文件并交付       |\n| 订阅推送     | \"每天推送美食赛道对标账号给我\"                 | 创建每日下午 7 点自动推送任务    |\n\n### 输出示例\n\n✨ 为你匹配到【可直接抄的同阶对标（10 个）】和【可追赶的高阶标杆（2 个）】的 2 组对标，可按需参考：\n| 数据说明：数据获取时间为 2026-04-10，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10 个）】（可直接复制玩法）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                                                |\n| -------------- | ------ | -------- | ----------------------------------------------------------------------- |\n| [账号名](链接) | 3200   | 1.5w     | 美食教程为主，更新稳定，互动量很高，爆文「5 分钟快手早餐…」获 2.3w 互动 |\n| [账号名](链接) | 2800   | 8500     | 日常 vlog 风格，有持续更新，有一定互动基础                              |\n| …              | …      | …        | …                                                                       |\n\n👉 【可追赶的高阶标杆（2 个）】（模式成熟可参考）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                        |\n| -------------- | ------ | -------- | ----------------------------------------------- |\n| [账号名](链接) | 1.2w   | 8.6w     | 粉丝 1.2w，已具备变现能力，测评类内容，日更勤快 |\n| …              | …      | …        | …                                               |\n\n📊 **分析总结**：\n\n- 同阶对标账号平均粉丝数：2.9k，平均互动量：1.1w\n- 高阶标杆账号平均粉丝数：1.2w，平均互动量：8.6w\n- 建议优先参考：同阶对标中的高频更新账号，学习其内容节奏和选题方向\n\n📬 **订阅服务**\n1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午 7 点更新最新数据。你可选择推送频率和时间~\n2️⃣ 暂不需要\n\n---\n\n## 使用场景\n\n| 场景           | 角色           | 示例问法                                | 收益                           |\n| -------------- | -------------- | --------------------------------------- | ------------------------------ |\n| 新号找对标学习 | 新人博主       | \"我是做美食的，3000 粉素人，帮我找对标\" | 快速找到可复制的运营套路       |\n| 批量筛选达人   | 品牌方 / 商务  | \"穿搭赛道腰部 kol，推荐些互动好的账号\"  | 高效筛选 KOL 投放候选人        |\n| 制定内容策略   | 内容运营 / MCN | \"健身赛道 1 万粉的账号，哪些做得好？\"   | 掌握赛道头部玩法，优化选题方向 |\n| 起号方向参考   | 起号参考者     | \"宠物赛道小白，有哪些可以学的账号？\"    | 降低起号迷茫感，明确内容方向   |\n| 监控对标变化   | 运营团队       | \"每天推送美食赛道对标账号给我\"          | 自动化追踪对标账号最新数据     |\n\n---\n\n## 重要数据说明\n\n### 支持赛道（25 个）\n\n综合全部、出行代步、休闲爱好、影视娱乐、数码科技、医疗保健、综合杂项、星座情感、时尚穿搭、婚庆婚礼、拍摄记录、学习教育、化妆美容、居家装修、旅行度假、亲子育儿、个人护理、美味佳肴、职业发展、宠物天地、潮流鞋包、日常生活、科学探索、新闻资讯、体育锻炼\n\n### 数据时效\n\n推荐账号数据来源于 API 接口，数据获取时间为入库时刻，与小红书平台实时数据存在差异。\n\nFile v1.0.3:_meta.json\n\n{\n  \"ownerId\": \"kn70p3je4506z0tw213zgq0r4584s0c6\",\n  \"slug\": \"xiaohongshu-similar-account\",\n  \"version\": \"1.0.3\",\n  \"publishedAt\": 1779859409562\n}\n\nFile v1.0.3:README.en.md\n\n# xiaohongshu-similar-account\n\n---\n\n## Overview\n\nQuickly find Xiaohongshu accounts you can directly learn from and aspire to catch up with.\n\n**Core Value**\n\nBased on follower count, niche, engagement data, and content style, this tool matches you with two types of benchmark accounts: same-level benchmarks (similar follower count, directly copyable tactics) and high-level benchmarks (3–5× followers, proven models to aspire to) — each with AI-generated, conversational recommendation reasons and an operations analysis summary.\n\n**Intended Users**\n\n- 🎬 New creators — find same-niche benchmark accounts and quickly learn copyable tactics\n- 📦 Content ops / MCN agencies — batch-screen benchmark accounts to develop content strategies\n- 🏢 Brands / ad buyers — evaluate influencer partnership value and match niche KOL candidates\n- 📊 Account-starters — precisely match by niche + followers + level to reduce startup uncertainty\n\n---\n\n## Features\n\n### Core Capabilities\n\n- **Dual input modes**: query by Xiaohongshu account ID directly, or filter by niche + follower count + account level\n- **Same-level benchmark matching**: recommends accounts with similar follower counts and copyable playbooks, with recommendation reasons (content direction, update frequency, engagement performance, viral post examples)\n- **High-level benchmark recommendations**: recommends accounts with 3–5× followers as proven, aspirational models\n- **Smart mapping**: niche keywords and account levels are automatically fuzzy-matched (e.g., \"cooking\" → \"美食/美味佳肴\", \"newbie\" → \"素人/ordinary user\")\n- **HTML report generation**: generates a visual HTML report with clickable account names linking to Xiaohongshu profiles; supports PDF/image export\n- **Subscription push**: subscribe to daily benchmark account updates delivered at 7 PM\n\n---\n\n## API key source and security\n\n- This skill requires the environment variable: `REDFOX_API_KEY`.\n- `REDFOX_API_KEY` is issued by [Redfox Hub](https://redfox.hk/dashboard/keys?souce=clawhub) (`https://redfox.hk`) for API authentication.\n- Before providing the key, confirm its source, available scope, validity period, and whether reset/revocation is supported.\n- Do not hard-code or expose the key in plaintext within code, prompts, logs, or output files.\n\n---\n\n## Prerequisites\n\n### Register a Redfox Hub account to obtain REDFOX_API_KEY\n\n- Get REDFOX_API_KEY (apply at [Redfox Hub](https://redfox.hk/dashboard/keys?souce=clawhub))\n\n### Environment variables\n\n| Variable         | Required | Notes          |\n| ---------------- | -------- | -------------- |\n| `REDFOX_API_KEY` | Yes      | API access key |\n\n**macOS (zsh)**\n\nAppend one line to the end of `~/.zshrc` (replace the value in quotes with your key):\n\n```bash\nexport REDFOX_API_KEY=\"your_api_key_here\"\n```\n\nThen run:\n\n```bash\nsource ~/.zshrc\n```\n\n**Windows (PowerShell)**\n\n- **Current terminal only**: Takes effect immediately after run, **no other commands needed**; lost when the window is closed.\n\n```powershell\n$env:REDFOX_API_KEY = \"your_api_key_here\"\n```\n\n- **Persist to user environment**: After running `setx`, the **current PowerShell window still won't have the variable**; you need to **close and reopen** the terminal (or restart Cursor / VS Code, etc.) for the new window to read `REDFOX_API_KEY`.\n\n```powershell\nsetx REDFOX_API_KEY \"your_api_key_here\"\n```\n\n---\n\n## Usage Guide\n\nSimply describe your needs in natural language — no commands to memorize.\n\n### Quick Reference\n\n| Intent                      | Example phrase                                                     | Result                                                            |\n| --------------------------- | ------------------------------------------------------------------ | ----------------------------------------------------------------- |\n| Query by ID                 | \"My Xiaohongshu ID is 27493135897, find benchmark accounts for me\" | Match same-level and high-level benchmarks based on that account  |\n| Filter by niche + followers | \"Cooking niche, around 3K followers, recommend benchmark accounts\" | Return same-follower-level benchmarks in the food niche           |\n| Filter by niche + level     | \"Beauty niche ordinary users, find accounts I can learn from\"      | Return beauty-niche ordinary-user-level benchmarks                |\n| Filter by follower range    | \"Fashion niche, 1K–5K follower accounts recommended\"               | Return fashion-niche accounts within the specified follower range |\n| Download report             | \"Generate an HTML report for these benchmark accounts\"             | Visual HTML file delivered                                        |\n| Subscribe push              | \"Push daily food-niche benchmark accounts to me\"                   | Create a 7 PM daily auto-push task                                |\n\n### Output Example\n\n✨ Matched 【directly copyable same-level benchmarks (10)】and【aspirational high-level benchmarks (2)】— 2 groups of benchmarks for your reference:\n| Data note: data fetched at 2026-04-10; differs from live data.\n\n👉 【Directly copyable same-level benchmarks (10)】(copy their tactics)\n\n| Account              | Followers | Total Engagement | Recommendation Reason                                                                                     |\n| -------------------- | --------- | ---------------- | --------------------------------------------------------------------------------------------------------- |\n| [Account Name](link) | 3,200     | 15K              | Food tutorials, stable updates, high engagement, viral post \"5-min quick breakfast…\" got 23K interactions |\n| [Account Name](link) | 2,800     | 8,500            | Daily vlog style, consistently updating, solid engagement foundation                                      |\n| …                    | …         | …                | …                                                                                                         |\n\n👉 【Aspirational high-level benchmarks (2)】(proven models to learn from)\n\n| Account              | Followers | Total Engagement | Recommendation Reason                                     |\n| -------------------- | --------- | ---------------- | --------------------------------------------------------- |\n| [Account Name](link) | 12K       | 86K              | 12K followers, monetizable, review content, daily updates |\n| …                    | …         | …                | …                                                         |\n\n📊 **Analysis Summary**:\n\n- Same-level benchmark avg followers: 2.9K, avg engagement: 11K\n- High-level benchmark avg followers: 12K, avg engagement: 86K\n- Recommended priority: high-frequency same-level accounts — learn their content cadence and topic direction\n\n📬 **Subscription**\n1️⃣ Subscribe to benchmark account push for current query conditions, updated daily at 7 PM. You can choose frequency and time~\n2️⃣ Not now\n\n---\n\n## Use Cases\n\n| Scenario                          | Role              | Example Question                                                       | Benefit                                                  |\n| --------------------------------- | ----------------- | ---------------------------------------------------------------------- | -------------------------------------------------------- |\n| Find benchmarks for a new account | New creator       | \"I do food content, 3K followers, find my benchmarks\"                  | Quickly find copyable operational tactics                |\n| Batch-screen influencers          | Brand / ad buyer  | \"Fashion niche mid-tier KOLs, recommend accounts with good engagement\" | Efficiently shortlist KOL partnership candidates         |\n| Develop content strategy          | Content ops / MCN | \"Fitness niche 10K-follower accounts, which ones perform well?\"        | Learn top-niche playbooks and optimize topic direction   |\n| Get startup direction reference   | Account-starter   | \"Pet niche newbie, which accounts can I learn from?\"                   | Reduce startup uncertainty and clarify content direction |\n| Track benchmark changes           | Ops team          | \"Push daily food-niche benchmark accounts to me\"                       | Automated tracking of benchmark account latest data      |\n\n---\n\n## Important Data Notes\n\n### Supported Niches (25)\n\nAll Categories, Commuting, Leisure & Hobbies, Film & Entertainment, Consumer Tech, Health & Medical, General Misc, Astrology & Relationships, Fashion & Outfits, Wedding, Photography & Vlog, Education, Beauty & Makeup, Home Decor, Travel, Parenting, Personal Care, Food & Dining, Career Development, Pets, Trendy Shoes & Bags, Daily Life, Science & Discovery, News & Current Affairs, Fitness & Sports\n\n### Data Freshness\n\nRecommended account data comes from an API interface; the data fetch timestamp reflects the ingestion time and may differ from Xiaohongshu's live platform data.\n\nFile v1.0.3:skill-card.md\n\n## Description: <br>\n小红书相似账号推荐 helps creators, content teams, and brands find same-level and higher-level Xiaohongshu benchmark accounts from an account ID or niche, follower-count, and account-level filters. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[yuanyi-github](https://clawhub.ai/user/yuanyi-github) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal creators, content operations teams, MCN agencies, and brand advertisers use this skill to identify Xiaohongshu benchmark accounts, compare engagement patterns, shortlist KOL candidates, and generate report artifacts for account strategy. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill handles REDFOX_API_KEY while TLS verification is intentionally disabled. <br>\nMitigation: Install only if you trust Redfox with the key and query data, avoid untrusted networks until TLS verification is fixed, and rotate or revoke the key if exposure is suspected. <br>\nRisk: Generated JSON and HTML reports may retain Xiaohongshu account IDs, targeting criteria, and recommendation results. <br>\nMitigation: Store reports only where appropriate, avoid broad sharing, and delete generated reports when they are no longer needed. <br>\nRisk: The subscription feature is under-scoped in the available evidence. <br>\nMitigation: Do not rely on subscription delivery unless the publisher documents how subscription data is stored, executed, and cancelled. <br>\n\n\n## Reference(s): <br>\n- [ClawHub skill page](https://clawhub.ai/yuanyi-github/xiaohongshu-similar-account) <br>\n- [Redfox API key settings](https://redfox.hk/settings/api-keys?source=clawhub) <br>\n- [Redfox similar accounts API](https://redfox.hk/story/api/xhsUser/querySimilarAccounts) <br>\n- [Account report template](references/account_template.html) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, files, guidance] <br>\n**Output Format:** [Markdown tables and summary text, with generated JSON and HTML report files] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires REDFOX_API_KEY and may create local JSON/HTML reports containing query and recommendation data.] <br>\n\n## Skill Version(s): <br>\n1.0.3 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.2: 7 files, 23616 bytes\n\nFiles: README.en.md (8999b), README.md (6778b), references/account_template.html (4389b), scripts/xiaohongshu-similar-account.py (37584b), skill-card.md (2553b), SKILL.md (9202b), _meta.json (146b)\n\nFile v1.0.2:SKILL.md\n\n---\nname: xiaohongshu-similar-account\ndescription: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n---\n\n# 小红书相似账号推荐\n\n## 任务目标\n\n- 本 Skill 用于：帮助小红书创作者找到可对标账号\n- 能力包含：同阶对标匹配（粉丝量接近）、高阶标杆推荐（粉丝量3-5倍）、账号数据分析\n- 触发条件：用户表达\"找对标账号\"、\"推荐小红书账号\"、\"KOL投放\"、\"起号参考\"等需求\n\n## 前置准备\n\n- 依赖说明：Python标准库（json、argparse、os、sys、urllib、ssl），无需额外安装\n- API说明：调用小红书账号推荐API，使用原生 urllib.request + ssl（verify=False）发起请求\n\n### 鉴权\n\n#### 获取 API Key\n\n请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取API KEY\n\n#### 配置 API Key\n\n- `REDFOX_API_KEY` 从环境变量获取，格式 `ak_xxxxxxxx`\n- 若未设置，提示用户自行配置：`export REDFOX_API_KEY=<你的apikey>`；若用户不会配置，Agent应主动帮用户设置：\n  - **macOS/Linux**：将 `export REDFOX_API_KEY=<值>` 追加到 `~/.zshrc`（zsh）或 `~/.bashrc`（bash），然后 `source` 对应文件使其全局生效\n  - **Windows**：使用 `[Environment]::SetEnvironmentVariable(\"REDFOX_API_KEY\", \"<值>\", \"User\")` 设置用户级永久环境变量（需重启终端生效）\n  - 配置完成后应验证：`echo $REDFOX_API_KEY`（macOS/Linux）或 `echo %REDFOX_API_KEY%`（Windows），确保换一个skill也能读取到\n\n## 操作步骤\n\n### 步骤1：接收用户输入，解析参数\n\n**输入方式A：小红书账号ID**\n\n- 用户输入示例：\"我的ID是27493135897\"\n- 参数：redId\n\n**输入方式B：赛道 + 粉丝数 + 账号等级（可选）**\n\n- 用户输入示例：\"做饭，3000粉，素人\"\n- 参数映射：\n  - track：赛道类型（自动映射，如\"做饭\"→\"美味佳肴\"）\n  - maxFans/minFans：粉丝数处理规则见下方\n  - level：账号等级（自动映射，如\"小白\"→\"素人\"）\n\n**粉丝数处理规则（重要）**：\n\n- 单个粉丝数（如\"3000粉\"）：maxFans=3000, minFans=**0**（不要传空字符串）\n- 粉丝区间（如\"1000-3000粉\"）：maxFans=3000, minFans=1000\n- 未指定粉丝数：maxFans和minFans都传空字符串\n\n### 步骤2：调用脚本查询对标账号\n\n```\n# 按账号ID查询\npython scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"\n\n# 按赛道+粉丝数+等级查询\npython scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"\n```\n\nAPI接口：POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts\n\n### 步骤3：按标准模版输出结果\n\n**输出顺序**：\n\n1. 开场白（只显示有数据的组）\n2. 同阶对标表格（有数据才展示）\n3. 高阶标杆表格（有数据才展示）\n4. 分析总结（有数据才展示）\n5. **订阅服务（必须输出，无论有无数据）**\n6. 展示HTML文件（读取脚本输出的html_path并展示）\n\n**重要**：订阅服务是固定输出项，无论是否有对标账号数据，都必须输出订阅服务段落。\n\n**输出格式示例**：\n\n```\n✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**无数据情况**：\n\n```\n✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**数值格式化**：< 10000 直接展示原值，>= 10000 格式化为 \"X.Xw\"\n\n**推荐理由**：口语化描述，综合分析内容方向、更新频率、互动表现、爆文案例\n\n### 步骤4：生成并展示HTML报告（必须执行）\n\n账号推荐输出结束后，脚本会自动执行以下流程：\n\n1. **将所有数据存入临时JSON文件**：`./{账号名/对标账号}_{时间戳}.json`\n2. **读取JSON文件数据生成HTML文件**：`./{账号名/对标账号}_{时间戳}.html`\n3. **脚本输出JSON标记**：`{\"status\": \"success\", \"html_path\": \"...\"}`\n\n**AI必须执行**：读取脚本输出的`html_path`路径对应的HTML文件，在对话结尾直接展示该HTML文件供用户预览。\n\n## 标准赛道分类（25个）\n\n综合全部 | 出行代步 | 休闲爱好 | 影视娱乐 | 数码科技 | 医疗保健 | 综合杂项 | 星座情感 | 时尚穿搭 | 婚庆婚礼 | 拍摄记录 | 学习教育 | 化妆美容 | 居家装修 | 旅行度假 | 亲子育儿 | 个人护理 | 美味佳肴 | 职业发展 | 宠物天地 | 潮流鞋包 | 日常生活 | 科学探索 | 新闻资讯 | 体育锻炼\n\n## 标准账号等级（7个）\n\n明星 | 品牌 | 企业 | 头部kol | 腰部kol | 尾部kol | 素人\n\n## 赛道映射示例\n\n| 用户输入                                     | 匹配结果 |\n| -------------------------------------------- | -------- |\n| 美妆、化妆                                   | 化妆美容 |\n| 护肤、美容                                   | 个人护理 |\n| 穿搭、时尚                                   | 时尚穿搭 |\n| 美食、做饭、探店                             | 美味佳肴 |\n| 旅行、旅游                                   | 旅行度假 |\n| 家居、装修、改造                             | 居家装修 |\n| 健身、运动、减肥                             | 体育锻炼 |\n| 母婴、育儿                                   | 亲子育儿 |\n| 宠物、猫、狗                                 | 宠物天地 |\n| 数码、手机、科技、互联网、AI、人工智能、编程 | 数码科技 |\n| 教育、学习                                   | 学习教育 |\n| 情感、恋爱                                   | 星座情感 |\n| 职场、工作                                   | 职业发展 |\n\n## 账号等级映射示例\n\n| 用户输入                                         | 匹配结果 |\n| ------------------------------------------------ | -------- |\n| 明星、艺人、爱豆、idol                           | 明星     |\n| 品牌、牌子                                       | 品牌     |\n| 企业、公司、商家、官方号                         | 企业     |\n| 头部kol、头部、头部达人、大v、大号、百万粉       | 头部kol  |\n| 腰部kol、腰部、腰部达人、中号、十万粉            | 腰部kol  |\n| 尾部kol、尾部、尾部达人、小号、万粉              | 尾部kol  |\n| 素人、普通人、小白、新手、新人、新手博主、个人号 | 素人     |\n\n## 使用示例\n\n**示例1：按账号ID查询**\n\n- 用户输入：\"我的ID是27493135897\"\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"`\n- 输出格式：按标准模版输出\n\n**示例2：按赛道+单个粉丝数+等级查询**\n\n- 用户输入：\"做饭，3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=**0**, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n**示例3：按赛道+粉丝区间+等级查询**\n\n- 用户输入：\"做饭，1000-3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=1000, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 1000 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n## 资源索引\n\n- 脚本：见 [scripts/xiaohongshu_account_recommender.py](scripts/xiaohongshu_account_recommender.py)（调用API查询对标账号，支持赛道和账号等级映射，自动生成HTML报告）\n- 资产：见 [references/account_template.html](references/account_template.html)（HTML报告模版）\n\n## 注意事项\n\n- 粉丝数处理：单个数值→maxFans=该值, minFans=0；区间→按区间传参\n- 所有数据来源于API接口，严禁联网搜索\n\nFile v1.0.2:README.md\n\n# 小红书相似账号推荐 / xiaohongshu-similar-account\n\n---\n\n## 简介\n\n帮你快速找到小红书上可直接复制玩法和可追赶的对标账号。\n\n**核心价值**\n\n基于小红书账号的粉丝量、赛道、互动数据和内容风格，为你匹配两类对标账号：同阶对标（粉丝量接近，可直接抄玩法）和高阶标杆（粉丝量 3-5 倍，模式成熟可参考），附带 AI 生成的口语化推荐理由和运营分析总结。\n\n**适用对象**\n\n- 🎬 新人博主 — 找到同赛道的对标账号，快速学习可复制的运营套路\n- 📦 内容运营 / MCN — 批量筛选对标账号，制定内容策略和选题方向\n- 🏢 品牌方 / 商务 — 评估达人合作价值，匹配赛道 KOL 投放候选人\n- 📊 起号参考者 — 根据赛道+粉丝量+等级精准匹配，降低起号迷茫感\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **双模式输入**：支持按小红书账号 ID 直接查询，或按赛道 + 粉丝数 + 账号等级组合筛选\n- **同阶对标匹配**：推荐粉丝量接近的可直接复制账号，附推荐理由（内容方向、更新频率、互动表现、爆文案例）\n- **高阶标杆推荐**：推荐粉丝量 3-5 倍的模式成熟账号，作为长期追赶目标\n- **智能映射**：赛道关键词和账号等级自动模糊匹配，如\"做饭\"→\"美味佳肴\"、\"小白\"→\"素人\"\n- **HTML 报告生成**：生成可视化 HTML 报告，账号名可点击跳转小红书主页，支持导出 PDF/截图\n- **订阅推送**：支持订阅对标账号每日下午 7 点自动推送更新\n\n---\n\n## 密钥获取与安全说明\n\n- 本技能需要使用环境变量：`REDFOX_API_KEY`。\n- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/dashboard/keys?souce=clawhub) (`https://redfox.hk`)提供。\n- 请前往 [红狐 hub](https://redfox.hk?souce=clawhub) 注册账号，获取 `REDFOX_API_KEY`。\n- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。\n- 在提供密钥前，请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。\n- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。\n\n---\n\n## 使用指南\n\n直接用自然语言描述你的需求即可，无需记忆命令格式。\n\n### 常用说法速查\n\n| 意图         | 示例话术                                       | 效果                             |\n| ------------ | ---------------------------------------------- | -------------------------------- |\n| 按 ID 查对标 | \"我的小红书 ID 是 27493135897，帮我找对标账号\" | 以该账号为基准匹配同阶和高阶对标 |\n| 按赛道+粉丝  | \"做饭赛道，3000 粉左右，帮我推荐对标账号\"      | 返回美味佳肴赛道同粉丝量级对标   |\n| 按赛道+等级  | \"美妆赛道素人博主，找些能学习的账号\"           | 返回化妆美容赛道素人级别对标     |\n| 按粉丝区间   | \"穿搭赛道，1000-5000 粉的账号推荐\"             | 返回时尚穿搭赛道指定粉丝区间对标 |\n| 下载报告     | \"帮我生成对标账号的 HTML 报告\"                 | 生成可视化 HTML 文件并交付       |\n| 订阅推送     | \"每天推送美食赛道对标账号给我\"                 | 创建每日下午 7 点自动推送任务    |\n\n### 输出示例\n\n✨ 为你匹配到【可直接抄的同阶对标（10 个）】和【可追赶的高阶标杆（2 个）】的 2 组对标，可按需参考：\n| 数据说明：数据获取时间为 2026-04-10，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10 个）】（可直接复制玩法）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                                                |\n| -------------- | ------ | -------- | ----------------------------------------------------------------------- |\n| [账号名](链接) | 3200   | 1.5w     | 美食教程为主，更新稳定，互动量很高，爆文「5 分钟快手早餐…」获 2.3w 互动 |\n| [账号名](链接) | 2800   | 8500     | 日常 vlog 风格，有持续更新，有一定互动基础                              |\n| …              | …      | …        | …                                                                       |\n\n👉 【可追赶的高阶标杆（2 个）】（模式成熟可参考）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                        |\n| -------------- | ------ | -------- | ----------------------------------------------- |\n| [账号名](链接) | 1.2w   | 8.6w     | 粉丝 1.2w，已具备变现能力，测评类内容，日更勤快 |\n| …              | …      | …        | …                                               |\n\n📊 **分析总结**：\n\n- 同阶对标账号平均粉丝数：2.9k，平均互动量：1.1w\n- 高阶标杆账号平均粉丝数：1.2w，平均互动量：8.6w\n- 建议优先参考：同阶对标中的高频更新账号，学习其内容节奏和选题方向\n\n📬 **订阅服务**\n1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午 7 点更新最新数据。你可选择推送频率和时间~\n2️⃣ 暂不需要\n\n---\n\n## 使用场景\n\n| 场景           | 角色           | 示例问法                                | 收益                           |\n| -------------- | -------------- | --------------------------------------- | ------------------------------ |\n| 新号找对标学习 | 新人博主       | \"我是做美食的，3000 粉素人，帮我找对标\" | 快速找到可复制的运营套路       |\n| 批量筛选达人   | 品牌方 / 商务  | \"穿搭赛道腰部 kol，推荐些互动好的账号\"  | 高效筛选 KOL 投放候选人        |\n| 制定内容策略   | 内容运营 / MCN | \"健身赛道 1 万粉的账号，哪些做得好？\"   | 掌握赛道头部玩法，优化选题方向 |\n| 起号方向参考   | 起号参考者     | \"宠物赛道小白，有哪些可以学的账号？\"    | 降低起号迷茫感，明确内容方向   |\n| 监控对标变化   | 运营团队       | \"每天推送美食赛道对标账号给我\"          | 自动化追踪对标账号最新数据     |\n\n---\n\n## 重要数据说明\n\n### 支持赛道（25 个）\n\n综合全部、出行代步、休闲爱好、影视娱乐、数码科技、医疗保健、综合杂项、星座情感、时尚穿搭、婚庆婚礼、拍摄记录、学习教育、化妆美容、居家装修、旅行度假、亲子育儿、个人护理、美味佳肴、职业发展、宠物天地、潮流鞋包、日常生活、科学探索、新闻资讯、体育锻炼\n\n### 数据时效\n\n推荐账号数据来源于 API 接口，数据获取时间为入库时刻，与小红书平台实时数据存在差异。\n\nFile v1.0.2:_meta.json\n\n{\n  \"ownerId\": \"kn70p3je4506z0tw213zgq0r4584s0c6\",\n  \"slug\": \"xiaohongshu-similar-account\",\n  \"version\": \"1.0.2\",\n  \"publishedAt\": 1779858242164\n}\n\nFile v1.0.2:README.en.md\n\n# xiaohongshu-similar-account\n\n---\n\n## Overview\n\nQuickly find Xiaohongshu accounts you can directly learn from and aspire to catch up with.\n\n**Core Value**\n\nBased on follower count, niche, engagement data, and content style, this tool matches you with two types of benchmark accounts: same-level benchmarks (similar follower count, directly copyable tactics) and high-level benchmarks (3–5× followers, proven models to aspire to) — each with AI-generated, conversational recommendation reasons and an operations analysis summary.\n\n**Intended Users**\n\n- 🎬 New creators — find same-niche benchmark accounts and quickly learn copyable tactics\n- 📦 Content ops / MCN agencies — batch-screen benchmark accounts to develop content strategies\n- 🏢 Brands / ad buyers — evaluate influencer partnership value and match niche KOL candidates\n- 📊 Account-starters — precisely match by niche + followers + level to reduce startup uncertainty\n\n---\n\n## Features\n\n### Core Capabilities\n\n- **Dual input modes**: query by Xiaohongshu account ID directly, or filter by niche + follower count + account level\n- **Same-level benchmark matching**: recommends accounts with similar follower counts and copyable playbooks, with recommendation reasons (content direction, update frequency, engagement performance, viral post examples)\n- **High-level benchmark recommendations**: recommends accounts with 3–5× followers as proven, aspirational models\n- **Smart mapping**: niche keywords and account levels are automatically fuzzy-matched (e.g., \"cooking\" → \"美食/美味佳肴\", \"newbie\" → \"素人/ordinary user\")\n- **HTML report generation**: generates a visual HTML report with clickable account names linking to Xiaohongshu profiles; supports PDF/image export\n- **Subscription push**: subscribe to daily benchmark account updates delivered at 7 PM\n\n---\n\n## API key source and security\n\n- This skill requires the environment variable: `REDFOX_API_KEY`.\n- `REDFOX_API_KEY` is issued by [Redfox Hub](https://redfox.hk/dashboard/keys?souce=clawhub) (`https://redfox.hk`) for API authentication.\n- Before providing the key, confirm its source, available scope, validity period, and whether reset/revocation is supported.\n- Do not hard-code or expose the key in plaintext within code, prompts, logs, or output files.\n\n---\n\n## Prerequisites\n\n### Register a Redfox Hub account to obtain REDFOX_API_KEY\n\n- Get REDFOX_API_KEY (apply at [Redfox Hub](https://redfox.hk/dashboard/keys?souce=clawhub))\n\n### Environment variables\n\n| Variable         | Required | Notes          |\n| ---------------- | -------- | -------------- |\n| `REDFOX_API_KEY` | Yes      | API access key |\n\n**macOS (zsh)**\n\nAppend one line to the end of `~/.zshrc` (replace the value in quotes with your key):\n\n```bash\nexport REDFOX_API_KEY=\"your_api_key_here\"\n```\n\nThen run:\n\n```bash\nsource ~/.zshrc\n```\n\n**Windows (PowerShell)**\n\n- **Current terminal only**: Takes effect immediately after run, **no other commands needed**; lost when the window is closed.\n\n```powershell\n$env:REDFOX_API_KEY = \"your_api_key_here\"\n```\n\n- **Persist to user environment**: After running `setx`, the **current PowerShell window still won't have the variable**; you need to **close and reopen** the terminal (or restart Cursor / VS Code, etc.) for the new window to read `REDFOX_API_KEY`.\n\n```powershell\nsetx REDFOX_API_KEY \"your_api_key_here\"\n```\n\n---\n\n## Usage Guide\n\nSimply describe your needs in natural language — no commands to memorize.\n\n### Quick Reference\n\n| Intent                      | Example phrase                                                     | Result                                                            |\n| --------------------------- | ------------------------------------------------------------------ | ----------------------------------------------------------------- |\n| Query by ID                 | \"My Xiaohongshu ID is 27493135897, find benchmark accounts for me\" | Match same-level and high-level benchmarks based on that account  |\n| Filter by niche + followers | \"Cooking niche, around 3K followers, recommend benchmark accounts\" | Return same-follower-level benchmarks in the food niche           |\n| Filter by niche + level     | \"Beauty niche ordinary users, find accounts I can learn from\"      | Return beauty-niche ordinary-user-level benchmarks                |\n| Filter by follower range    | \"Fashion niche, 1K–5K follower accounts recommended\"               | Return fashion-niche accounts within the specified follower range |\n| Download report             | \"Generate an HTML report for these benchmark accounts\"             | Visual HTML file delivered                                        |\n| Subscribe push              | \"Push daily food-niche benchmark accounts to me\"                   | Create a 7 PM daily auto-push task                                |\n\n### Output Example\n\n✨ Matched 【directly copyable same-level benchmarks (10)】and【aspirational high-level benchmarks (2)】— 2 groups of benchmarks for your reference:\n| Data note: data fetched at 2026-04-10; differs from live data.\n\n👉 【Directly copyable same-level benchmarks (10)】(copy their tactics)\n\n| Account              | Followers | Total Engagement | Recommendation Reason                                                                                     |\n| -------------------- | --------- | ---------------- | --------------------------------------------------------------------------------------------------------- |\n| [Account Name](link) | 3,200     | 15K              | Food tutorials, stable updates, high engagement, viral post \"5-min quick breakfast…\" got 23K interactions |\n| [Account Name](link) | 2,800     | 8,500            | Daily vlog style, consistently updating, solid engagement foundation                                      |\n| …                    | …         | …                | …                                                                                                         |\n\n👉 【Aspirational high-level benchmarks (2)】(proven models to learn from)\n\n| Account              | Followers | Total Engagement | Recommendation Reason                                     |\n| -------------------- | --------- | ---------------- | --------------------------------------------------------- |\n| [Account Name](link) | 12K       | 86K              | 12K followers, monetizable, review content, daily updates |\n| …                    | …         | …                | …                                                         |\n\n📊 **Analysis Summary**:\n\n- Same-level benchmark avg followers: 2.9K, avg engagement: 11K\n- High-level benchmark avg followers: 12K, avg engagement: 86K\n- Recommended priority: high-frequency same-level accounts — learn their content cadence and topic direction\n\n📬 **Subscription**\n1️⃣ Subscribe to benchmark account push for current query conditions, updated daily at 7 PM. You can choose frequency and time~\n2️⃣ Not now\n\n---\n\n## Use Cases\n\n| Scenario                          | Role              | Example Question                                                       | Benefit                                                  |\n| --------------------------------- | ----------------- | ---------------------------------------------------------------------- | -------------------------------------------------------- |\n| Find benchmarks for a new account | New creator       | \"I do food content, 3K followers, find my benchmarks\"                  | Quickly find copyable operational tactics                |\n| Batch-screen influencers          | Brand / ad buyer  | \"Fashion niche mid-tier KOLs, recommend accounts with good engagement\" | Efficiently shortlist KOL partnership candidates         |\n| Develop content strategy          | Content ops / MCN | \"Fitness niche 10K-follower accounts, which ones perform well?\"        | Learn top-niche playbooks and optimize topic direction   |\n| Get startup direction reference   | Account-starter   | \"Pet niche newbie, which accounts can I learn from?\"                   | Reduce startup uncertainty and clarify content direction |\n| Track benchmark changes           | Ops team          | \"Push daily food-niche benchmark accounts to me\"                       | Automated tracking of benchmark account latest data      |\n\n---\n\n## Important Data Notes\n\n### Supported Niches (25)\n\nAll Categories, Commuting, Leisure & Hobbies, Film & Entertainment, Consumer Tech, Health & Medical, General Misc, Astrology & Relationships, Fashion & Outfits, Wedding, Photography & Vlog, Education, Beauty & Makeup, Home Decor, Travel, Parenting, Personal Care, Food & Dining, Career Development, Pets, Trendy Shoes & Bags, Daily Life, Science & Discovery, News & Current Affairs, Fitness & Sports\n\n### Data Freshness\n\nRecommended account data comes from an API interface; the data fetch timestamp reflects the ingestion time and may differ from Xiaohongshu's live platform data.\n\nFile v1.0.2:skill-card.md\n\n## Description: <br>\n小红书创作者对标账号匹配工具，可按账号 ID 或赛道、粉丝数、账号等级推荐同阶对标账号和高阶标杆。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[yuanyi-github](https://clawhub.ai/user/yuanyi-github) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal creators, content operations teams, MCN agencies, and brand or ad buyers use this skill to find comparable Xiaohongshu accounts, shortlist KOL candidates, and generate benchmark account reports. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill requires a Redfox API key and may encourage persistent environment-variable storage. <br>\nMitigation: Use a temporary session variable when possible; avoid writing the key to shell profiles or user-level environment variables unless long-lived exposure is intended. <br>\nRisk: The security evidence reports unsafe handling of the API key because HTTPS verification is disabled. <br>\nMitigation: Avoid using the skill with sensitive query data or credentials until TLS verification is fixed. <br>\nRisk: API-derived account data is written automatically to JSON and HTML files. <br>\nMitigation: Review generated files before sharing or retaining them, and remove files that contain sensitive query results. <br>\n\n\n## Reference(s): <br>\n- [ClawHub Skill Page](https://clawhub.ai/yuanyi-github/xiaohongshu-similar-account) <br>\n- [English README](README.en.md) <br>\n- [Chinese README](README.md) <br>\n- [HTML Report Template](references/account_template.html) <br>\n- [Redfox Hub API Key Settings](https://redfox.hk/dashboard/keys?souce=clawhub) <br>\n- [Redfox Similar Accounts API](https://redfox.hk/story/api/xhsUser/querySimilarAccounts) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Text, Markdown, Files, API Calls, Shell commands, Configuration guidance] <br>\n**Output Format:** [Markdown tables with generated JSON and HTML report files] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires REDFOX_API_KEY; API-derived account data is written to local JSON and HTML files.] <br>\n\n## Skill Version(s): <br>\n1.0.2 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.1: 5 files, 16999 bytes\n\nFiles: references/account_template.html (4389b), scripts/xiaohongshu-similar-account.py (37584b), skill-card.md (2287b), SKILL.md (9202b), _meta.json (146b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: xiaohongshu-similar-account\ndescription: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n---\n\n# 小红书相似账号推荐\n\n## 任务目标\n\n- 本 Skill 用于：帮助小红书创作者找到可对标账号\n- 能力包含：同阶对标匹配（粉丝量接近）、高阶标杆推荐（粉丝量3-5倍）、账号数据分析\n- 触发条件：用户表达\"找对标账号\"、\"推荐小红书账号\"、\"KOL投放\"、\"起号参考\"等需求\n\n## 前置准备\n\n- 依赖说明：Python标准库（json、argparse、os、sys、urllib、ssl），无需额外安装\n- API说明：调用小红书账号推荐API，使用原生 urllib.request + ssl（verify=False）发起请求\n\n### 鉴权\n\n#### 获取 API Key\n\n请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取API KEY\n\n#### 配置 API Key\n\n- `REDFOX_API_KEY` 从环境变量获取，格式 `ak_xxxxxxxx`\n- 若未设置，提示用户自行配置：`export REDFOX_API_KEY=<你的apikey>`；若用户不会配置，Agent应主动帮用户设置：\n  - **macOS/Linux**：将 `export REDFOX_API_KEY=<值>` 追加到 `~/.zshrc`（zsh）或 `~/.bashrc`（bash），然后 `source` 对应文件使其全局生效\n  - **Windows**：使用 `[Environment]::SetEnvironmentVariable(\"REDFOX_API_KEY\", \"<值>\", \"User\")` 设置用户级永久环境变量（需重启终端生效）\n  - 配置完成后应验证：`echo $REDFOX_API_KEY`（macOS/Linux）或 `echo %REDFOX_API_KEY%`（Windows），确保换一个skill也能读取到\n\n## 操作步骤\n\n### 步骤1：接收用户输入，解析参数\n\n**输入方式A：小红书账号ID**\n\n- 用户输入示例：\"我的ID是27493135897\"\n- 参数：redId\n\n**输入方式B：赛道 + 粉丝数 + 账号等级（可选）**\n\n- 用户输入示例：\"做饭，3000粉，素人\"\n- 参数映射：\n  - track：赛道类型（自动映射，如\"做饭\"→\"美味佳肴\"）\n  - maxFans/minFans：粉丝数处理规则见下方\n  - level：账号等级（自动映射，如\"小白\"→\"素人\"）\n\n**粉丝数处理规则（重要）**：\n\n- 单个粉丝数（如\"3000粉\"）：maxFans=3000, minFans=**0**（不要传空字符串）\n- 粉丝区间（如\"1000-3000粉\"）：maxFans=3000, minFans=1000\n- 未指定粉丝数：maxFans和minFans都传空字符串\n\n### 步骤2：调用脚本查询对标账号\n\n```\n# 按账号ID查询\npython scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"\n\n# 按赛道+粉丝数+等级查询\npython scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"\n```\n\nAPI接口：POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts\n\n### 步骤3：按标准模版输出结果\n\n**输出顺序**：\n\n1. 开场白（只显示有数据的组）\n2. 同阶对标表格（有数据才展示）\n3. 高阶标杆表格（有数据才展示）\n4. 分析总结（有数据才展示）\n5. **订阅服务（必须输出，无论有无数据）**\n6. 展示HTML文件（读取脚本输出的html_path并展示）\n\n**重要**：订阅服务是固定输出项，无论是否有对标账号数据，都必须输出订阅服务段落。\n\n**输出格式示例**：\n\n```\n✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**无数据情况**：\n\n```\n✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**数值格式化**：< 10000 直接展示原值，>= 10000 格式化为 \"X.Xw\"\n\n**推荐理由**：口语化描述，综合分析内容方向、更新频率、互动表现、爆文案例\n\n### 步骤4：生成并展示HTML报告（必须执行）\n\n账号推荐输出结束后，脚本会自动执行以下流程：\n\n1. **将所有数据存入临时JSON文件**：`./{账号名/对标账号}_{时间戳}.json`\n2. **读取JSON文件数据生成HTML文件**：`./{账号名/对标账号}_{时间戳}.html`\n3. **脚本输出JSON标记**：`{\"status\": \"success\", \"html_path\": \"...\"}`\n\n**AI必须执行**：读取脚本输出的`html_path`路径对应的HTML文件，在对话结尾直接展示该HTML文件供用户预览。\n\n## 标准赛道分类（25个）\n\n综合全部 | 出行代步 | 休闲爱好 | 影视娱乐 | 数码科技 | 医疗保健 | 综合杂项 | 星座情感 | 时尚穿搭 | 婚庆婚礼 | 拍摄记录 | 学习教育 | 化妆美容 | 居家装修 | 旅行度假 | 亲子育儿 | 个人护理 | 美味佳肴 | 职业发展 | 宠物天地 | 潮流鞋包 | 日常生活 | 科学探索 | 新闻资讯 | 体育锻炼\n\n## 标准账号等级（7个）\n\n明星 | 品牌 | 企业 | 头部kol | 腰部kol | 尾部kol | 素人\n\n## 赛道映射示例\n\n| 用户输入                                     | 匹配结果 |\n| -------------------------------------------- | -------- |\n| 美妆、化妆                                   | 化妆美容 |\n| 护肤、美容                                   | 个人护理 |\n| 穿搭、时尚                                   | 时尚穿搭 |\n| 美食、做饭、探店                             | 美味佳肴 |\n| 旅行、旅游                                   | 旅行度假 |\n| 家居、装修、改造                             | 居家装修 |\n| 健身、运动、减肥                             | 体育锻炼 |\n| 母婴、育儿                                   | 亲子育儿 |\n| 宠物、猫、狗                                 | 宠物天地 |\n| 数码、手机、科技、互联网、AI、人工智能、编程 | 数码科技 |\n| 教育、学习                                   | 学习教育 |\n| 情感、恋爱                                   | 星座情感 |\n| 职场、工作                                   | 职业发展 |\n\n## 账号等级映射示例\n\n| 用户输入                                         | 匹配结果 |\n| ------------------------------------------------ | -------- |\n| 明星、艺人、爱豆、idol                           | 明星     |\n| 品牌、牌子                                       | 品牌     |\n| 企业、公司、商家、官方号                         | 企业     |\n| 头部kol、头部、头部达人、大v、大号、百万粉       | 头部kol  |\n| 腰部kol、腰部、腰部达人、中号、十万粉            | 腰部kol  |\n| 尾部kol、尾部、尾部达人、小号、万粉              | 尾部kol  |\n| 素人、普通人、小白、新手、新人、新手博主、个人号 | 素人     |\n\n## 使用示例\n\n**示例1：按账号ID查询**\n\n- 用户输入：\"我的ID是27493135897\"\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"`\n- 输出格式：按标准模版输出\n\n**示例2：按赛道+单个粉丝数+等级查询**\n\n- 用户输入：\"做饭，3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=**0**, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n**示例3：按赛道+粉丝区间+等级查询**\n\n- 用户输入：\"做饭，1000-3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=1000, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 1000 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n## 资源索引\n\n- 脚本：见 [scripts/xiaohongshu_account_recommender.py](scripts/xiaohongshu_account_recommender.py)（调用API查询对标账号，支持赛道和账号等级映射，自动生成HTML报告）\n- 资产：见 [references/account_template.html](references/account_template.html)（HTML报告模版）\n\n## 注意事项\n\n- 粉丝数处理：单个数值→maxFans=该值, minFans=0；区间→按区间传参\n- 所有数据来源于API接口，严禁联网搜索\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn70p3je4506z0tw213zgq0r4584s0c6\",\n  \"slug\": \"xiaohongshu-similar-account\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1779851055141\n}\n\nFile v1.0.1:skill-card.md\n\n## Description: <br>\n帮助小红书创作者按账号 ID 或赛道、粉丝数和等级查询对标账号，输出同阶对标、高阶标杆和账号数据分析。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[yuanyi-github](https://clawhub.ai/user/yuanyi-github) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal creators, marketers, and KOL operators use this skill to find comparable Xiaohongshu accounts for benchmarking, account growth planning, and campaign reference selection. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill requires a Redfox API key and may encourage storing it persistently in shell configuration. <br>\nMitigation: Use a short-lived or tightly scoped key, pass it only through the current environment when possible, and avoid writing it permanently to shell startup files. <br>\nRisk: The bundled API request code disables TLS certificate verification while sending authenticated requests. <br>\nMitigation: Use only after patching the request code to validate TLS certificates, or wait for an updated release before sending credentials. <br>\n\n\n## Reference(s): <br>\n- [ClawHub skill page](https://clawhub.ai/yuanyi-github/xiaohongshu-similar-account) <br>\n- [Redfox API key settings](https://redfox.hk/settings/api-keys?source=clawhub) <br>\n- [Xiaohongshu similar accounts API endpoint](https://redfox.hk/story/api/xhsUser/querySimilarAccounts) <br>\n- [HTML report template](references/account_template.html) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Markdown, Shell commands, Files, Configuration, Guidance] <br>\n**Output Format:** [Markdown tables and prose, JSON status output, and generated HTML report files] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires REDFOX_API_KEY; writes timestamped JSON and HTML report files.] <br>\n\n## Skill Version(s): <br>\n1.0.1 (source: server release metadata) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.0: 5 files, 17127 bytes\n\nFiles: references/account_template.html (4389b), scripts/xiaohongshu-similar-account.py (38260b), skill-card.md (2532b), SKILL.md (8696b), _meta.json (146b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: xiaohongshu-similar-account\ndescription: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n---\n\n# 小红书相似账号推荐\n\n## 任务目标\n- 本 Skill 用于：帮助小红书创作者找到可对标账号\n- 能力包含：同阶对标匹配（粉丝量接近）、高阶标杆推荐（粉丝量3-5倍）、账号数据分析\n- 触发条件：用户表达\"找对标账号\"、\"推荐小红书账号\"、\"KOL投放\"、\"起号参考\"等需求\n\n## 前置准备\n- 依赖说明：Python标准库（json、argparse、os、sys、urllib、ssl），无需额外安装\n- API说明：调用小红书账号推荐API，使用原生 urllib.request + ssl（verify=False）发起请求\n\n### 鉴权\n\n#### 获取 API Key\n1. 访问 [RedFox 官网](https://redfox.hk/) 了解服务详情\n2. 前往 [注册页面](https://redfox.hk/login) 注册账号\n3. **新注册用户将获赠免费积分**，可立即开始使用 API 服务\n4. 注册登录后，在个人中心获取 API Key，格式为 `ak_xxxxxxxx`\n\n#### 配置 API Key\n- `REDFOX_API_KEY` 从环境变量获取，格式 `ak_xxxxxxxx`\n- 若未设置，提示用户自行配置：`export REDFOX_API_KEY=<你的apikey>`；若用户不会配置，Agent应主动帮用户设置：\n  - **macOS/Linux**：将 `export REDFOX_API_KEY=<值>` 追加到 `~/.zshrc`（zsh）或 `~/.bashrc`（bash），然后 `source` 对应文件使其全局生效\n  - **Windows**：使用 `[Environment]::SetEnvironmentVariable(\"REDFOX_API_KEY\", \"<值>\", \"User\")` 设置用户级永久环境变量（需重启终端生效）\n  - 配置完成后应验证：`echo $REDFOX_API_KEY`（macOS/Linux）或 `echo %REDFOX_API_KEY%`（Windows），确保换一个skill也能读取到\n\n## 操作步骤\n\n### 步骤1：接收用户输入，解析参数\n\n**输入方式A：小红书账号ID**\n- 用户输入示例：\"我的ID是27493135897\"\n- 参数：redId\n\n**输入方式B：赛道 + 粉丝数 + 账号等级（可选）**\n- 用户输入示例：\"做饭，3000粉，素人\"\n- 参数映射：\n  - track：赛道类型（自动映射，如\"做饭\"→\"美味佳肴\"）\n  - maxFans/minFans：粉丝数处理规则见下方\n  - level：账号等级（自动映射，如\"小白\"→\"素人\"）\n\n**粉丝数处理规则（重要）**：\n- 单个粉丝数（如\"3000粉\"）：maxFans=3000, minFans=**0**（不要传空字符串）\n- 粉丝区间（如\"1000-3000粉\"）：maxFans=3000, minFans=1000\n- 未指定粉丝数：maxFans和minFans都传空字符串\n\n### 步骤2：调用脚本查询对标账号\n\n```\n# 按账号ID查询\npython scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"\n\n# 按赛道+粉丝数+等级查询\npython scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"\n```\n\nAPI接口：POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts\n\n### 步骤3：按标准模版输出结果\n\n**输出顺序**：\n1. 开场白（只显示有数据的组）\n2. 同阶对标表格（有数据才展示）\n3. 高阶标杆表格（有数据才展示）\n4. 分析总结（有数据才展示）\n5. **订阅服务（必须输出，无论有无数据）**\n6. 展示HTML文件（读取脚本输出的html_path并展示）\n\n**重要**：订阅服务是固定输出项，无论是否有对标账号数据，都必须输出订阅服务段落。\n\n**输出格式示例**：\n\n```\n✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**无数据情况**：\n```\n✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**数值格式化**：< 10000 直接展示原值，>= 10000 格式化为 \"X.Xw\"\n\n**推荐理由**：口语化描述，综合分析内容方向、更新频率、互动表现、爆文案例\n\n### 步骤4：生成并展示HTML报告（必须执行）\n\n账号推荐输出结束后，脚本会自动执行以下流程：\n1. **将所有数据存入临时JSON文件**：`./{账号名/对标账号}_{时间戳}.json`\n2. **读取JSON文件数据生成HTML文件**：`./{账号名/对标账号}_{时间戳}.html`\n3. **脚本输出JSON标记**：`{\"status\": \"success\", \"html_path\": \"...\"}`\n\n**AI必须执行**：读取脚本输出的`html_path`路径对应的HTML文件，在对话结尾直接展示该HTML文件供用户预览。\n\n## 标准赛道分类（25个）\n综合全部 | 出行代步 | 休闲爱好 | 影视娱乐 | 数码科技 | 医疗保健 | 综合杂项 | 星座情感 | 时尚穿搭 | 婚庆婚礼 | 拍摄记录 | 学习教育 | 化妆美容 | 居家装修 | 旅行度假 | 亲子育儿 | 个人护理 | 美味佳肴 | 职业发展 | 宠物天地 | 潮流鞋包 | 日常生活 | 科学探索 | 新闻资讯 | 体育锻炼\n\n## 标准账号等级（7个）\n明星 | 品牌 | 企业 | 头部kol | 腰部kol | 尾部kol | 素人\n\n## 赛道映射示例\n| 用户输入 | 匹配结果 |\n|---------|---------|\n| 美妆、化妆| 化妆美容 |\n| 护肤、美容| 个人护理 |\n| 穿搭、时尚 | 时尚穿搭 |\n| 美食、做饭、探店 | 美味佳肴 |\n| 旅行、旅游 | 旅行度假 |\n| 家居、装修、改造 | 居家装修 |\n| 健身、运动、减肥 | 体育锻炼 |\n| 母婴、育儿 | 亲子育儿 |\n| 宠物、猫、狗 | 宠物天地 |\n| 数码、手机、科技、互联网、AI、人工智能、编程 | 数码科技 |\n| 教育、学习 | 学习教育 |\n| 情感、恋爱 | 星座情感 |\n| 职场、工作 | 职业发展 |\n\n## 账号等级映射示例\n| 用户输入 | 匹配结果 |\n|---------|---------|\n| 明星、艺人、爱豆、idol | 明星 |\n| 品牌、牌子 | 品牌 |\n| 企业、公司、商家、官方号 | 企业 |\n| 头部kol、头部、头部达人、大v、大号、百万粉 | 头部kol |\n| 腰部kol、腰部、腰部达人、中号、十万粉 | 腰部kol |\n| 尾部kol、尾部、尾部达人、小号、万粉 | 尾部kol |\n| 素人、普通人、小白、新手、新人、新手博主、个人号 | 素人 |\n\n## 使用示例\n\n**示例1：按账号ID查询**\n- 用户输入：\"我的ID是27493135897\"\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"`\n- 输出格式：按标准模版输出\n\n**示例2：按赛道+单个粉丝数+等级查询**\n- 用户输入：\"做饭，3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=**0**, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n**示例3：按赛道+粉丝区间+等级查询**\n- 用户输入：\"做饭，1000-3000粉，素人\"\n- 参数映射：track=美味佳肴, minFans=1000, maxFans=3000, level=素人\n- 脚本调用：`python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 1000 --max_fans 3000 --level \"素人\"`\n- 输出格式：按标准模版输出（与示例1完全一致）\n\n## 资源索引\n- 脚本：见 [scripts/xiaohongshu_account_recommender.py](scripts/xiaohongshu_account_recommender.py)（调用API查询对标账号，支持赛道和账号等级映射，自动生成HTML报告）\n- 资产：见 [references/account_template.html](references/account_template.html)（HTML报告模版）\n\n## 注意事项\n- 粉丝数处理：单个数值→maxFans=该值, minFans=0；区间→按区间传参\n- 所有数据来源于API接口，严禁联网搜索\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn70p3je4506z0tw213zgq0r4584s0c6\",\n  \"slug\": \"xiaohongshu-similar-account\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1779797970886\n}\n\nFile v1.0.0:skill-card.md\n\n## Description: <br>\n小红书创作者对标账号匹配工具，按账号ID或赛道、粉丝数和账号等级推荐同阶对标和高阶标杆账号。 <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[yuanyi-github](https://clawhub.ai/user/yuanyi-github) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal creators, marketers, and agents use this skill to find comparable Xiaohongshu accounts for creator benchmarking, KOL selection, and account-growth research. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill sends a RedFox API key and Xiaohongshu account or filter data to RedFox while TLS certificate verification is disabled. <br>\nMitigation: Use it only when sharing those values with RedFox is acceptable, avoid untrusted networks, and restore TLS certificate verification before sensitive use. <br>\nRisk: Persistent API key setup may leave a long-lived credential in a shell profile or user environment. <br>\nMitigation: Prefer a temporary session-scoped or revocable API key, and remove persistent configuration when it is no longer needed. <br>\nRisk: Generated JSON and HTML reports may contain sensitive campaign or creator research. <br>\nMitigation: Store reports only in appropriate local locations and delete them when they are no longer needed. <br>\n\n\n## Reference(s): <br>\n- [ClawHub skill page](https://clawhub.ai/yuanyi-github/xiaohongshu-similar-account) <br>\n- [RedFox service site](https://redfox.hk/) <br>\n- [RedFox similar-account API endpoint](https://redfox.hk/story/api/xhsUser/querySimilarAccounts) <br>\n- [HTML report template](references/account_template.html) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, shell commands, configuration, files, guidance] <br>\n**Output Format:** [Markdown recommendations with tables, shell command examples, JSON status output, and generated JSON/HTML report files] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Requires REDFOX_API_KEY, sends query parameters to the RedFox API, and writes timestamped local JSON and HTML reports.] <br>\n\n## Skill Version(s): <br>\n1.0.0 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>","readmeExcerpt":"Skill: 小红书相似账号推荐 Owner: yuanyi-github Summary: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。 Tags: latest:1.0.5 Version history: v1.0.5 | 2026-08-05T07:31:02.375Z | user - Removed the file skill-card.md from the project. - No user-facing features or functionality changed in this release. v1.0.4 | 2026-06-02T09:32:35.124Z | user **Summary:** Documentation res","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"{ \"env\": { \"REDFOX_API_KEY\": \"ak_xxxx...\" } }"},{"language":"bash","snippet":"export REDFOX_API_KEY=\"ak_xxxx...\""},{"language":"bash","snippet":"python scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\""},{"language":"bash","snippet":"python scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\""},{"language":"text","snippet":"✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要"},{"language":"text","snippet":"✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: xiaohongshu-similar-account\ndescription: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。\n---\n\n# 小红书相似账号推荐\n\n## 1. 简介\n\n小红书创作者对标账号匹配工具 -- 输入小红书账号 ID 或 \"赛道 + 粉丝数 + 账号等级\"，智能推荐可直接复制的同阶对标（粉丝量接近）和可参考的高阶标杆（粉丝量 3-5 倍），帮助创作者快速找到起号参考与投放目标。\n\n**适用对象**：小红书创作者、KOL 运营、品牌方、MCN 机构。\n\n---\n\n## 2. 功能特性\n\n**核心功能**：\n\n- 同阶对标匹配 -- 按粉丝量级匹配相似账号，可直接复制玩法\n- 高阶标杆推荐 -- 推荐粉丝量 3-5 倍的高阶账号，提供追赶方向\n- 账号数据分析 -- 展示粉丝数、近 30 天互动数等关键指标\n- HTML 报告生成 -- 自动生成可视化对标报告\n\n**特色亮点**：\n\n- 双模式输入：支持按账号 ID 精准查询，也支持按赛道 + 粉丝数 + 等级灵活筛选\n- 智能赛道映射：支持口语化输入（如 \"做饭\" 自动映射为 \"美味佳肴\"）\n- 25 个标准赛道 + 7 个标准账号等级，覆盖小红书全品类\n- 粉丝数智能处理：单数值自动设 maxFans=该值 / minFans=0，区间按实际传参\n- 订阅服务：支持按查询条件订阅每日对标账号推送\n\n---\n\n## 3. 一键安装\n\n### 鉴权\n\n#### 获取 API Key\n\n请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取API KEY\n\n#### 配置 API Key\n\n方案1: 以OpenClaw为例，将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中\n\n```bash\n{ \"env\": { \"REDFOX_API_KEY\": \"ak_xxxx...\" } }\n```\n\n方案2: 终端配置：export REDFOX_API_KEY=\"ak_xxxx...\"\n\n```bash\nexport REDFOX_API_KEY=\"ak_xxxx...\"\n```\n\n### 依赖安装\n\n无需安装第三方依赖，使用 Python 标准库（json、argparse、os、sys、urllib、ssl）即可。\n\n---\n\n## 4. 使用指南\n\n### 基础使用\n\n**输入方式 A：按小红书账号 ID 查询**：\n\n用户输入示例：\"我的ID是27493135897\"\n\n```bash\npython scripts/xiaohongshu_account_recommender.py --red_id \"27493135897\"\n```\n\n**输入方式 B：按赛道 + 粉丝数 + 账号等级查询**：\n\n用户输入示例：\"做饭，3000粉，素人\"\n\n```bash\npython scripts/xiaohongshu_account_recommender.py --track \"美味佳肴\" --min_fans 0 --max_fans 3000 --level \"素人\"\n```\n\n### 操作流程（严格按顺序执行）\n\n**步骤 1：接收用户输入，解析参数**\n\n- **输入方式 A**：小红书账号 ID，参数为 `redId`\n- **输入方式 B**：赛道 + 粉丝数 + 账号等级（可选），参数映射：\n  - `track`：赛道类型（自动映射，如 \"做饭\" -> \"美味佳肴\"）\n  - `maxFans` / `minFans`：粉丝数处理规则见下方\n  - `level`：账号等级（自动映射，如 \"小白\" -> \"素人\"）\n\n**粉丝数处理规则（重要）**：\n- 单个粉丝数（如 \"3000 粉\"）：maxFans=3000, minFans=**0**（不要传空字符串）\n- 粉丝区间（如 \"1000-3000 粉\"）：maxFans=3000, minFans=1000\n- 未指定粉丝数：maxFans 和 minFans 都传空字符串\n\n**步骤 2：调用脚本查询对标账号**\n\nAPI 接口：`POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts`\n\n**步骤 3：按标准模板输出结果**\n\n输出顺序：\n1. 开场白（只显示有数据的组）\n2. 同阶对标表格（有数据才展示）\n3. 高阶标杆表格（有数据才展示）\n4. 分析总结（有数据才展示）\n5. **订阅服务（必须输出，无论有无数据）**\n6. 展示 HTML 文件（读取脚本输出的 html_path 并展示）\n\n**有数据时的输出格式**：\n\n```\n✨ 为你匹配到【可直接抄的同阶对标（10个）】和【可追赶的高阶标杆（10个）】的2组对标，可按需参考：\n| 数据说明：数据获取时间为xxx，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）\n| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |\n| --- | --- | --- | --- |\n| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**无数据时的输出格式**：\n\n```\n✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。\n| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。\n\n📬 **订阅服务**\n       1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午7点更新最新数据。你可选择推送频率和时间~\n       2️⃣ 暂不需要\n```\n\n**步骤 4：生成并展示 HTML 报告（必须执行）**\n\n账号推荐输出结束后，脚本自动：\n1. 将所有数据存入临时 JSON 文件：`./{账号名/对标账号}_{时间戳}.json`\n2. 读取 JSON 生成 HTML 文件：`./{账号名/对标账号}_{时间戳}.html`\n3. 输出 JSON 标记：`{\"status\": \"success\", \"html_path\": \"...\"}`\n\nAI 必须读取 `html_path` 并在对话结尾展示该 HTML 文件。\n\n### 高级使用\n\n**赛道映射示例**：\n\n| 用户输入 | 匹配结果 |\n| -------- | -------- |\n| "},{"path":"README.md","content":"# 小红书相似账号推荐 / xiaohongshu-similar-account\n\n---\n\n## 简介\n\n帮你快速找到小红书上可直接复制玩法和可追赶的对标账号。\n\n**核心价值**\n\n基于小红书账号的粉丝量、赛道、互动数据和内容风格，为你匹配两类对标账号：同阶对标（粉丝量接近，可直接抄玩法）和高阶标杆（粉丝量 3-5 倍，模式成熟可参考），附带 AI 生成的口语化推荐理由和运营分析总结。\n\n**适用对象**\n\n- 🎬 新人博主 — 找到同赛道的对标账号，快速学习可复制的运营套路\n- 📦 内容运营 / MCN — 批量筛选对标账号，制定内容策略和选题方向\n- 🏢 品牌方 / 商务 — 评估达人合作价值，匹配赛道 KOL 投放候选人\n- 📊 起号参考者 — 根据赛道+粉丝量+等级精准匹配，降低起号迷茫感\n\n---\n\n## 功能特性\n\n### 核心功能\n\n- **双模式输入**：支持按小红书账号 ID 直接查询，或按赛道 + 粉丝数 + 账号等级组合筛选\n- **同阶对标匹配**：推荐粉丝量接近的可直接复制账号，附推荐理由（内容方向、更新频率、互动表现、爆文案例）\n- **高阶标杆推荐**：推荐粉丝量 3-5 倍的模式成熟账号，作为长期追赶目标\n- **智能映射**：赛道关键词和账号等级自动模糊匹配，如\"做饭\"→\"美味佳肴\"、\"小白\"→\"素人\"\n- **HTML 报告生成**：生成可视化 HTML 报告，账号名可点击跳转小红书主页，支持导出 PDF/截图\n- **订阅推送**：支持订阅对标账号每日下午 7 点自动推送更新\n\n---\n\n## 密钥获取与安全说明\n\n- 本技能需要使用环境变量：`REDFOX_API_KEY`。\n- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`)提供。\n- 请前往 [红狐 hub](https://redfox.hk?source=clawhub) 注册账号，获取 `REDFOX_API_KEY`。\n- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。\n- 在提供密钥前，请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。\n- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。\n\n---\n\n## 使用指南\n\n直接用自然语言描述你的需求即可，无需记忆命令格式。\n\n### 常用说法速查\n\n| 意图         | 示例话术                                       | 效果                             |\n| ------------ | ---------------------------------------------- | -------------------------------- |\n| 按 ID 查对标 | \"我的小红书 ID 是 27493135897，帮我找对标账号\" | 以该账号为基准匹配同阶和高阶对标 |\n| 按赛道+粉丝  | \"做饭赛道，3000 粉左右，帮我推荐对标账号\"      | 返回美味佳肴赛道同粉丝量级对标   |\n| 按赛道+等级  | \"美妆赛道素人博主，找些能学习的账号\"           | 返回化妆美容赛道素人级别对标     |\n| 按粉丝区间   | \"穿搭赛道，1000-5000 粉的账号推荐\"             | 返回时尚穿搭赛道指定粉丝区间对标 |\n| 下载报告     | \"帮我生成对标账号的 HTML 报告\"                 | 生成可视化 HTML 文件并交付       |\n| 订阅推送     | \"每天推送美食赛道对标账号给我\"                 | 创建每日下午 7 点自动推送任务    |\n\n### 输出示例\n\n✨ 为你匹配到【可直接抄的同阶对标（10 个）】和【可追赶的高阶标杆（2 个）】的 2 组对标，可按需参考：\n| 数据说明：数据获取时间为 2026-04-10，和实时数据存在差别。\n\n👉 【可直接抄的同阶对标（10 个）】（可直接复制玩法）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                                                |\n| -------------- | ------ | -------- | ----------------------------------------------------------------------- |\n| [账号名](链接) | 3200   | 1.5w     | 美食教程为主，更新稳定，互动量很高，爆文「5 分钟快手早餐…」获 2.3w 互动 |\n| [账号名](链接) | 2800   | 8500     | 日常 vlog 风格，有持续更新，有一定互动基础                              |\n| …              | …      | …        | …                                                                       |\n\n👉 【可追赶的高阶标杆（2 个）】（模式成熟可参考）\n\n| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                        |\n| -------------- | ------ | -------- | ----------------------------------------------- |\n| [账号名](链接) | 1.2w   | 8.6w     | 粉丝 1.2w，已具备变现能力，测评类内容，日更勤快 |\n| …              | …      | …        | …                                               |\n\n📊 **分析总结**：\n\n- 同阶对标账号平均粉丝数：2.9k，平均互动量：1.1w\n- 高阶标杆账号平均粉丝数：1.2w，平均互动量：8.6w\n- 建议优先参考：同阶对标中的高频更新账号，学习其内容节奏和选题方向\n\n📬 **订阅服务**\n1️⃣ 是否订阅\"现查询条件\"的对标账号推送，每日下午 7 点更新最新数据。你可选择推送频率和时间~\n2️⃣ 暂不需要\n\n---\n\n## 使用场景\n\n| 场景           | 角色           | 示例问法                                | 收益                           |\n| -------------- | -------------- | ------------------"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn70p3je4506z0tw213zgq0r4584s0c6\",\n  \"slug\": \"xiaohongshu-similar-account\",\n  \"version\": \"1.0.5\",\n  \"publishedAt\": 1785915062375\n}"},{"path":"README.en.md","content":"# Xiaohongshu Similar Account\n\n---\n\n## Introduction\n\nQuickly find Xiaohongshu accounts you can directly learn from and aspire to catch up with.\n\n**Core Value**\n\nBased on follower count, niche, engagement data, and content style, this skill matches you with two types of benchmark accounts: same-level benchmarks (similar follower count, directly copyable tactics) and high-level benchmarks (3–5× followers, proven models to aspire to) — each with AI-generated, conversational recommendation reasons and an operations analysis summary.\n\n**Who It's For**\n\n- 🎬 New creators — Find same-niche benchmark accounts and quickly learn copyable tactics\n- 📦 Content ops / MCN agencies — Batch-screen benchmark accounts to develop content strategies\n- 🏢 Brands / ad buyers — Evaluate influencer partnership value and match niche KOL candidates\n- 📊 Account-starters — Precisely match by niche + followers + level to reduce startup uncertainty\n\n---\n\n## Features\n\n### Core Capabilities\n\n- **Dual input modes**: Query by Xiaohongshu account ID directly, or filter by niche + follower count + account level\n- **Same-level benchmark matching**: Recommends accounts with similar follower counts and copyable playbooks, with recommendation reasons (content direction, update frequency, engagement performance, viral post examples)\n- **High-level benchmark recommendations**: Recommends accounts with 3–5× followers as proven, aspirational models\n- **Smart mapping**: Niche keywords and account levels are automatically fuzzy-matched (e.g., \"cooking\" → \"美味佳肴\", \"newbie\" → \"素人\")\n- **HTML report generation**: Generates a visual HTML report with clickable account names linking to Xiaohongshu profiles; supports PDF/image export\n- **Subscription push**: Subscribe to daily benchmark account updates delivered at 7 PM\n\n---\n\n## API Key Acquisition & Security\n\n- This skill requires the environment variable: `REDFOX_API_KEY`.\n- `REDFOX_API_KEY` is provided by [RedFoxHub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`).\n- Register at [RedFoxHub](https://redfox.hk?source=clawhub) to obtain your `REDFOX_API_KEY`.\n- Configure `REDFOX_API_KEY` as a device environment variable before using this skill.\n- Before providing your key, confirm its source, available scope, validity period, and whether reset/revocation is supported.\n- Do not hard-code or expose the key in plaintext in code, prompts, logs, or output files.\n\n---\n\n## Usage Guide\n\nDescribe what you need in plain language — no commands to memorize.\n\n### Quick phrase reference\n\n| Intent            | Example phrase                                              | What you get                                     |\n| ----------------- | ----------------------------------------------------------- | ------------------------------------------------ |\n| Query by ID       | \"My Xiaohongshu ID is 27493135897, find benchmark accounts\" | Same-level and high-level benchmarks for that ID |\n| Niche + followers | \"Cooking niche, ~3000 followers"},{"path":"skill-card.md","content":"## Description:\n\nFinds comparable Xiaohongshu accounts from an account ID or from niche, follower, and account-level criteria, then returns same-level benchmarks, higher-level reference accounts, analysis, subscription options, and an HTML report.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[yuanyi-github](https://clawhub.ai/user/yuanyi-github)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal creators, content operations teams, MCN agencies, and brand marketers use this skill to identify comparable Xiaohongshu accounts for account growth, creator benchmarking, and KOL screening.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill requires a RedFox API key and sends Xiaohongshu account IDs or targeting criteria to redfox.hk.\n\nMitigation: Use a scoped, revocable API key, avoid sharing sensitive account criteria, and review RedFoxHub terms before installation.\n\nRisk: The security evidence reports TLS verification, generated HTML escaping, and subscription consent concerns.\n\nMitigation: Use only after TLS verification is fixed, generated report content is escaped, and subscription actions are explicit opt-in.\n\nRisk: Generated benchmark reports may not reflect real-time Xiaohongshu data.\n\nMitigation: Treat recommendations as decision support and verify current account metrics before outreach, spend, or campaign decisions.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/yuanyi-github/skills/xiaohongshu-similar-account)\n- [RedFoxHub API key settings](https://redfox.hk/settings/api-keys?source=clawhub)\n- [RedFox API endpoint](https://redfox.hk/story/api/xhsUser/querySimilarAccounts)\n- [Account report template](artifact/references/account_template.html)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, files, guidance]\n\n**Output Format:** [Markdown tables and prose with generated JSON and HTML report files]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires REDFOX_API_KEY and sends account IDs or targeting criteria to redfox.hk; report data may differ from real-time Xiaohongshu data.]\n\n## Skill Version(s):\n\n1.0.5 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。 Skill: 小红书相似账号推荐 Owner: yuanyi-github Summary: 小红书创作者对标账号匹配工具，输入小红书账号ID或赛道+粉丝数+账号等级，推荐可直接复制的同阶对标和可参考的高阶标杆；当用户需要小红书账号推荐、KOL对标、起号参考、账号投放选择时使用。⚠️ 严禁任何联网搜索。 Tags: latest:1.0.5 Version history: v1.0.5 | 2026-08-05T07:31:02.375Z | user - Removed the file skill-card.md from the project. - No user-facing features or functionality changed in this release. v1.0.4 | 2026-06-02T09:32:35.124Z | user **Summary:** Documentation res","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":1321,"uniquenessScore":50,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T05:47:39.803Z","emptyReason":"No screenshots, media assets, or demo links are 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