What makes 小红书相似账号推荐 notable?

1.1K downloads. Trust evidence available

How should 小红书相似账号推荐 be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

小红书相似账号推荐

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

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.0.5

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.5release · observed Aug 5, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s178m9shhypj2frsz7r1pz67kh84rb1r:xiaohongshu-similar-account

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: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-yuanyi-github-xiaohongshu-similar-account/snapshot"

Documentation

CLAWHUB

97,446 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: xiaohongshu-similar-account
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。
---

# 小红书相似账号推荐

## 1. 简介

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。

**适用对象**：小红书创作者、KOL 运营、品牌方、MCN 机构。

---

## 2. 功能特性

**核心功能**：

- 同阶对标匹配 -- 按粉丝量级匹配相似账号，可直接复制玩法
- 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
- 账号数据分析 -- 展示粉丝数、近 30 天互动数等关键指标
- HTML 报告生成 -- 自动生成可视化对标报告

**特色亮点**：

- 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
- 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"）
- 25 个标准赛道 + 7 个标准账号等级，覆盖小红书全品类
- 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
- 订阅服务：支持按查询条件订阅每日对标账号推送

---

## 3. 一键安装

### 鉴权

#### 获取 API Key

请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=clawhub) 获取API KEY

#### 配置 API Key

方案1: 以OpenClaw为例，将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中

```bash
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
```

方案2: 终端配置：export REDFOX_API_KEY="ak_xxxx..."

```bash
export REDFOX_API_KEY="ak_xxxx..."
```

### 依赖安装

无需安装第三方依赖，使用 Python 标准库（json、argparse、os、sys、urllib、ssl）即可。

---

## 4. 使用指南

### 基础使用

**输入方式 A：按小红书账号 ID 查询**：

用户输入示例："我的ID是27493135897"

```bash
python scripts/xiaohongshu_account_recommender.py --red_id "27493135897"
```

**输入方式 B：按赛道 + 粉丝数 + 账号等级查询**：

用户输入示例："做饭，3000粉，素人"

```bash
python scripts/xiaohongshu_account_recommender.py --track "美味佳肴" --min_fans 0 --max_fans 3000 --level "素人"
```

### 操作流程（严格按顺序执行）

**步骤 1：接收用户输入，解析参数**

- **输入方式 A**：小红书账号 ID，参数为 `redId`
- **输入方式 B**：赛道 + 粉丝数 + 账号等级（可选），参数映射：
  - `track`：赛道类型（自动映射，如 "做饭" -> "美味佳肴"）
  - `maxFans` / `minFans`：粉丝数处理规则见下方
  - `level`：账号等级（自动映射，如 "小白" -> "素人"）

**粉丝数处理规则（重要）**：
- 单个粉丝数（如 "3000 粉"）：maxFans=3000, minFans=**0**（不要传空字符串）
- 粉丝区间（如 "1000-3000 粉"）：maxFans=3000, minFans=1000
- 未指定粉丝数：maxFans 和 minFans 都传空字符串

**步骤 2：调用脚本查询对标账号**

API 接口：`POST https://redfox.hk/story/api/xhsUser/querySimilarAccounts`

**步骤 3：按标准模板输出结果**

输出顺序：
1. 开场白（只显示有数据的组）
2. 同阶对标表格（有数据才展示）
3. 高阶标杆表格（有数据才展示）
4. 分析总结（有数据才展示）
5. **订阅服务（必须输出，无论有无数据）**
6. 展示 HTML 文件（读取脚本输出的 html_path 并展示）

**有数据时的输出格式**：

```
✨ 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：
| 数据说明：数据获取时间为xxx，和实时数据存在差别。

👉 【可直接抄的同阶对标（10个）】（可直接复制玩法）
| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |
| --- | --- | --- | --- |
| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |

👉 【可追赶的高阶标杆（10个）】（模式成熟可参考）
| 账号名 | 粉丝数 | 近30天互动数 | 推荐理由 |
| --- | --- | --- | --- |
| [账号名](账号链接) | 粉丝数 | 总互动数 | 推荐理由 |

📬 **订阅服务**
       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~
       2️⃣ 暂不需要
```

**无数据时的输出格式**：

```
✨ 暂未匹配到符合条件的对标账号，请尝试调整筛选条件。
| 数据说明：数据获取时间为入库时刻，和实时数据存在差别。

📬 **订阅服务**
       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~
       2️⃣ 暂不需要
```

**步骤 4：生成并展示 HTML 报告（必须执行）**

账号推荐输出结束后，脚本自动：
1. 将所有数据存入临时 JSON 文件：`./{账号名/对标账号}_{时间戳}.json`
2. 读取 JSON 生成 HTML 文件：`./{账号名/对标账号}_{时间戳}.html`
3. 输出 JSON 标记：`{"status": "success", "html_path": "..."}`

AI 必须读取 `html_path` 并在对话结尾展示该 HTML 文件。

### 高级使用

**赛道映射示例**：

| 用户输入 | 匹配结果 |
| -------- | -------- |
|

README.md

# 小红书相似账号推荐 / xiaohongshu-similar-account

---

## 简介

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。

**核心价值**

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。

**适用对象**

- 🎬 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
- 📦 内容运营 / MCN — 批量筛选对标账号，制定内容策略和选题方向
- 🏢 品牌方 / 商务 — 评估达人合作价值，匹配赛道 KOL 投放候选人
- 📊 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

---

## 功能特性

### 核心功能

- **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
- **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）
- **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
- **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"
- **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
- **订阅推送**：支持订阅对标账号每日下午 7 点自动推送更新

---

## 密钥获取与安全说明

- 本技能需要使用环境变量：`REDFOX_API_KEY`。
- `REDFOX_API_KEY` 由 [红狐 hub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`)提供。
- 请前往 [红狐 hub](https://redfox.hk?source=clawhub) 注册账号，获取 `REDFOX_API_KEY`。
- 配置设备环境变量 `REDFOX_API_KEY` 后使用本技能。
- 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。
- 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。

---

## 使用指南

直接用自然语言描述你的需求即可，无需记忆命令格式。

### 常用说法速查

| 意图         | 示例话术                                       | 效果                             |
| ------------ | ---------------------------------------------- | -------------------------------- |
| 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 |
| 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   |
| 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     |
| 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 |
| 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       |
| 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    |

### 输出示例

✨ 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：
| 数据说明：数据获取时间为 2026-04-10，和实时数据存在差别。

👉 【可直接抄的同阶对标（10 个）】（可直接复制玩法）

| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                                                |
| -------------- | ------ | -------- | ----------------------------------------------------------------------- |
| [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 |
| [账号名](链接) | 2800   | 8500     | 日常 vlog 风格，有持续更新，有一定互动基础                              |
| …              | …      | …        | …                                                                       |

👉 【可追赶的高阶标杆（2 个）】（模式成熟可参考）

| 账号名         | 粉丝数 | 总互动数 | 推荐理由                                        |
| -------------- | ------ | -------- | ----------------------------------------------- |
| [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 |
| …              | …      | …        | …                                               |

📊 **分析总结**：

- 同阶对标账号平均粉丝数：2.9k，平均互动量：1.1w
- 高阶标杆账号平均粉丝数：1.2w，平均互动量：8.6w
- 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

📬 **订阅服务**
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~
2️⃣ 暂不需要

---

## 使用场景

| 场景           | 角色           | 示例问法                                | 收益                           |
| -------------- | -------------- | ------------------

_meta.json

{
  "ownerId": "kn70p3je4506z0tw213zgq0r4584s0c6",
  "slug": "xiaohongshu-similar-account",
  "version": "1.0.5",
  "publishedAt": 1785915062375
}

README.en.md

# Xiaohongshu Similar Account

---

## Introduction

Quickly find Xiaohongshu accounts you can directly learn from and aspire to catch up with.

**Core Value**

Based 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.

**Who It's For**

- 🎬 New creators — Find same-niche benchmark accounts and quickly learn copyable tactics
- 📦 Content ops / MCN agencies — Batch-screen benchmark accounts to develop content strategies
- 🏢 Brands / ad buyers — Evaluate influencer partnership value and match niche KOL candidates
- 📊 Account-starters — Precisely match by niche + followers + level to reduce startup uncertainty

---

## Features

### Core Capabilities

- **Dual input modes**: Query by Xiaohongshu account ID directly, or filter by niche + follower count + account level
- **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)
- **High-level benchmark recommendations**: Recommends accounts with 3–5× followers as proven, aspirational models
- **Smart mapping**: Niche keywords and account levels are automatically fuzzy-matched (e.g., "cooking" → "美味佳肴", "newbie" → "素人")
- **HTML report generation**: Generates a visual HTML report with clickable account names linking to Xiaohongshu profiles; supports PDF/image export
- **Subscription push**: Subscribe to daily benchmark account updates delivered at 7 PM

---

## API Key Acquisition & Security

- This skill requires the environment variable: `REDFOX_API_KEY`.
- `REDFOX_API_KEY` is provided by [RedFoxHub](https://redfox.hk/settings/api-keys?source=clawhub) (`https://redfox.hk`).
- Register at [RedFoxHub](https://redfox.hk?source=clawhub) to obtain your `REDFOX_API_KEY`.
- Configure `REDFOX_API_KEY` as a device environment variable before using this skill.
- Before providing your key, confirm its source, available scope, validity period, and whether reset/revocation is supported.
- Do not hard-code or expose the key in plaintext in code, prompts, logs, or output files.

---

## Usage Guide

Describe what you need in plain language — no commands to memorize.

### Quick phrase reference

| Intent            | Example phrase                                              | What you get                                     |
| ----------------- | ----------------------------------------------------------- | ------------------------------------------------ |
| Query by ID       | "My Xiaohongshu ID is 27493135897, find benchmark accounts" | Same-level and high-level benchmarks for that ID |
| Niche + followers | "Cooking niche, ~3000 followers

skill-card.md

## Description:

Finds 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.

This skill is ready for commercial/non-commercial use.

## Publisher:

[yuanyi-github](https://clawhub.ai/user/yuanyi-github)

### License/Terms of Use:

MIT-0

## Use Case:

External 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.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill requires a RedFox API key and sends Xiaohongshu account IDs or targeting criteria to redfox.hk.

Mitigation: Use a scoped, revocable API key, avoid sharing sensitive account criteria, and review RedFoxHub terms before installation.

Risk: The security evidence reports TLS verification, generated HTML escaping, and subscription consent concerns.

Mitigation: Use only after TLS verification is fixed, generated report content is escaped, and subscription actions are explicit opt-in.

Risk: Generated benchmark reports may not reflect real-time Xiaohongshu data.

Mitigation: Treat recommendations as decision support and verify current account metrics before outreach, spend, or campaign decisions.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/yuanyi-github/skills/xiaohongshu-similar-account)
- [RedFoxHub API key settings](https://redfox.hk/settings/api-keys?source=clawhub)
- [RedFox API endpoint](https://redfox.hk/story/api/xhsUser/querySimilarAccounts)
- [Account report template](artifact/references/account_template.html)

## Skill Output:

**Output Type(s):** [text, markdown, code, shell commands, configuration, files, guidance]

**Output Format:** [Markdown tables and prose with generated JSON and HTML report files]

**Output Parameters:** [1D]

**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.]

## Skill Version(s):

1.0.5 (source: server release evidence)

## Ethical Considerations:

Users 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.

Github ReposUpdated 2d agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW

Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.