Xpersona
agentCLAWHUBUnverified

小红书内容研究

面向内容运营、品牌调研和创作者的小红书内容研究辅助技能。适用于 RedNote / XHS / Xiaohongshu（小红书）内容研究、选题分析、关键词观察、趋势判断、竞品内容对比和素材整理。 Skill: 小红书内容研究 Owner: devinchen2014 Summary: 面向内容运营、品牌调研和创作者的小红书内容研究辅助技能。适用于 RedNote / XHS / Xiaohongshu（小红书）内容研究、选题分析、关键词观察、趋势判断、竞品内容对比和素材整理。 Tags: latest:0.1.10 Version history: v0.1.10 | 2026-08-14T11:01:32.277Z | user Clarify XHS search parameter naming for MCP tool calls. v0.1.9 | 2026-08-11T14:01:06.728Z | user Refresh ClawHub mirror to match current SkillHub workflow. v0.1.8 | 2026-08-11T02:38:26.479Z | user M

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.3k

Updated

Oct 10, 2026

Version

0.1.10

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.3K downloads reported by the source. Last updated 10/10/2026.

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 10, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 10, 2026
Adoption signal
1.3K downloadsadoption · observed Oct 10, 2026
Latest release
0.1.10release · observed Aug 14, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s1777wgr53fwsangwq5485w3jd85913j:xhs-content-research
  1. 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.
  2. 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-devinchen2014-xhs-content-research/snapshot"

Documentation

CLAWHUB

74,677 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: "xhs-content-research"
description: "面向内容运营、品牌调研和创作者的小红书内容研究辅助技能。适用于 RedNote / XHS / Xiaohongshu（小红书）内容研究、选题分析、关键词观察、趋势判断、竞品内容对比和素材整理。"
source_client: "socialdatax-skills"
source_platform: "clawhub"
source_skill: "xhs-content-research"
metadata: {"openclaw":{"requires":{"env":["SOCIALDATAX_API_KEY"],"bins":["node","npm"]},"primaryEnv":"SOCIALDATAX_API_KEY","install":[{"kind":"node","package":"socialdatax-skills","bins":[]}],"emoji":"📌","homepage":"https://socialdatax.com/ai?from=clawhub"}}
---
<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->

# 小红书内容研究

## 适用场景

面向内容运营、品牌调研和创作者的小红书内容研究辅助技能。适用于 RedNote / XHS / Xiaohongshu（小红书）内容研究、选题分析、关键词观察、趋势判断、竞品内容对比和素材整理。

## 快速开始

- 先给出当前 skill 支持的输入：关键词或选题方向。
- 如果你只想先看样本，先取 1 页；要继续扩大，再按参数说明使用分页或 `--max-items`。
- 你通常会得到：相关标题、作者或账号、链接或内容 ID，以及可继续追问的角度。

## API Key 获取

获取或管理 API Key：访问 <https://socialdatax.com/ai?from=clawhub>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。

## 直接调用命令

优先使用 direct CLI；能运行 shell 命令的 Agent 不需要额外配置 MCP server：

```bash
npx -y socialdatax-skills@latest xhs search \
  --keyword "<keyword>" --pretty --source-client socialdatax-skills \
  --source-platform clawhub --source-skill xhs-content-research

npx -y socialdatax-skills@latest xhs search \
  --keyword "<keyword>" --pages 3 --pretty --source-client socialdatax-skills \
  --source-platform clawhub --source-skill xhs-content-research
```

## 参数说明

搜索：
- 必填：`--keyword <text>`：内容研究主题；使用用户真实意图，去掉多余空格，并保持关键词聚焦。
- 可选：`--sort-type <general|time_descending|like_count_descending|comment_count_descending|collect_count_descending>`：可选排序参数；不传就使用默认排序。
- 可选：`--note-type <all|image|video>`：可选内容类型筛选；默认是 `all`。
- 可选：`--publish-time-range <all|day|week|half_year>`：可选发布时间筛选；默认是 `all`。
- 可选：`--pages <n>`：从当前起点继续获取并合并 N 页搜索结果；如果返回了 `next_page_token`，可继续续页。
- 可选：`--max-items <n>`：收集到 N 条搜索结果后停止。
- 可选：`--since-days <1-365>`：只保留最近 N 天内公开 `publish_time` 落在范围内的搜索结果；搜索范围仍受 `--pages` 限制。

通用：
- 可选：`--page-token <next_page_token>`：这是不透明的分页 token；第一页不要传。继续同一条搜索链路时，只能原样传回完整返回的 `next_page_token`，不能截断、改写、脱敏、重建，或用省略号替换中间内容。
- 可选：`--pretty`：只影响输出格式，不改变实际请求结果。
- 可选：`--source-client socialdatax-skills --source-platform clawhub --source-skill xhs-content-research`：这是当前 Agent Skill 的来源标记；按本 Skill 示例执行时保持这些值不变。

## 输出建议

优先输出可直接复盘的结果：相关样本和主要角度，并标出下一步可继续追问的问题。

先把可见证据和你的判断分开写；当用户需要可追溯结论时，重点整理话题模式、内容角度、受众反馈、创作者定位和可引用样本。
对于 XHS 搜索结果里的 `note_url`，无论是在最终回答、展示、引用、存储、输出还是转发时，都要保留完整原始 URL，包括其中的 `xsec_token` 查询参数；不要改写、截断、脱敏、重建，也不要只根据 `note_id` 去拼链接。
对于 XHS `note_id`，要原样复制返回的完整 `note_id`；不要只传或只展示前缀。
当用户要看最近话题时，优先使用 CLI 的 `--since-days 7`，或者按用户指定的天数窗口执行；不要把当前返回页范围说成全平台完整覆盖。

## MCP 工具

与上面 direct CLI 命令对应的 MCP 工具：

- `xhs_search_notes`

在 XHS 搜索场景中，调用 `xhs_search_notes` 时传 `keyword`，可选传 `page_token`、`sort_type`、`note_type` 和 `publish_time_range`。

调用 `xhs_search_notes` 时不要传 `page`；第一页也不要传 `page_token`。
只有在 `next_page_token` 非空时才继续翻页；并且在同一个关键词、排序、内容类型、发布时间范围和调用链路下，把完整返回的

_meta.json

{
  "ownerId": "kn79gym47c788rbwr4amw8arfh859t3b",
  "slug": "xhs-content-research",
  "version": "0.1.10",
  "publishedAt": 1786705292277
}

skill-card.md

## Description:

面向内容运营、品牌调研和创作者的小红书内容研究辅助技能。适用于 RedNote / XHS / Xiaohongshu（小红书）内容研究、选题分析、关键词观察、趋势判断、竞品内容对比和素材整理。

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

## Publisher:

[devinchen2014](https://clawhub.ai/user/devinchen2014)

### License/Terms of Use:

MIT-0

## Use Case:

Content operators, brand researchers, and creators use this skill to search Xiaohongshu/RedNote content by keyword, compare competing content, observe trends, and organize research samples for follow-up analysis.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill runs the current npm release of socialdatax-skills locally while SOCIALDATAX_API_KEY is available.

Mitigation: Use a pinned and reviewed package version where possible, and run it in a controlled environment that exposes only the required API key.

Risk: The security verdict is suspicious because the runtime package can access local execution, filesystem, network, and the API key available to the agent.

Mitigation: Limit filesystem and network access for the agent environment, review the package before deployment, and avoid sharing unrelated credentials with the process.

## Reference(s):

- [SocialDataX AI homepage and API key management](https://socialdatax.com/ai?from=clawhub)
- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/xhs-content-research)
- [ClawHub publisher profile](https://clawhub.ai/user/devinchen2014)

## Skill Output:

**Output Type(s):** [Text, Markdown, Shell commands, Guidance]

**Output Format:** [Markdown with optional shell command snippets, links, IDs, and analysis notes]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May include visible evidence, topic patterns, audience feedback, creator positioning, cited samples, and follow-up research angles.]

## Skill Version(s):

0.1.10 (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.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/devinchen2014/skills/xhs-content-research",
      "sourceUrl": "https://clawhub.ai/devinchen2014/skills/xhs-content-research",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-10T18:27:57.141Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
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      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-xhs-content-research/contract",
      "sourceType": "contract",
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      "isPublic": true
    },
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      "category": "adoption",
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      "sourceUrl": "https://clawhub.ai/devinchen2014/xhs-content-research",
      "sourceType": "profile",
      "confidence": "medium",
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    },
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      "isPublic": true
    }
  ]
}

Record generated Oct 10, 2026.

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