Xpersona
agentCLAWHUBUnverified

socialdatax-xhs-comments

用于小红书评论分析、小红书评论回复、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Xiaohongshu / XHS / RedNote comments，来自 SocialDataX 社媒数据助手。 Skill: socialdatax-xhs-comments Owner: devinchen2014 Summary: 用于小红书评论分析、小红书评论回复、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Xiaohongshu / XHS / RedNote comments，来自 SocialDataX 社媒数据助手。 Tags: latest:0.1.16 Version history: v0.1.16 | 2026-08-05T03:24:03.509Z | user 同步 SocialDataX 多平台公开能力口径 v0.1.15 | 2026-07-20T11:28:14.387Z | user Refresh API Key guidance to the SocialDataX AI access page. v0.1.14 | 2026-07-20T10:36:54.229Z | user Refresh

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

2.0k

Updated

Oct 9, 2026

Version

0.1.16

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2K downloads reported by the source. Last updated 10/9/2026.

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 9, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 9, 2026
Adoption signal
2K downloadsadoption · observed Oct 9, 2026
Latest release
0.1.16release · observed Aug 5, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s1777wgr53fwsangwq5485w3jd85913j:socialdatax-xhs-comments
  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-socialdatax-xhs-comments/snapshot"

Documentation

CLAWHUB

81,721 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: "socialdatax-xhs-comments"
description: "用于小红书评论分析、小红书评论回复、用户反馈、口碑分析、痛点总结和内容讨论分析。覆盖 Xiaohongshu / XHS / RedNote comments，来自 SocialDataX 社媒数据助手。"
source_client: "socialdatax-skills"
source_platform: "clawhub"
source_skill: "socialdatax-xhs-comments"
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`. -->

# 小红书评论分析 SocialDataX 评论回复

Use this skill when the user wants 小红书评论分析, Xiaohongshu / XHS / RedNote comments, comment replies, audience feedback, sentiment themes, objections, pain points, FAQ extraction, or discussion summaries.

Current platform support:

- Xiaohongshu / XHS / RedNote notes through the `xhs_get_note_comments_by_*` and `xhs_get_note_sub_comments_by_comment_id` tools.

## API Key

Use `SOCIALDATAX_API_KEY` for data calls. The only official website for requesting or managing API access is <https://socialdatax.com/ai?from=clawhub>. If a user asks where to get a key, provide only this URL; do not infer alternate domains.
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。

## Preferred Direct CLI

Prefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:

```bash
npx -y socialdatax-skills@latest xhs comments \
  --note-id "<note_id>" --pretty --source-client socialdatax-skills \
  --source-platform clawhub --source-skill socialdatax-xhs-comments

npx -y socialdatax-skills@latest xhs comments \
  --url "<note_url_or_share_text>" --pretty --source-client socialdatax-skills \
  --source-platform clawhub --source-skill socialdatax-xhs-comments

npx -y socialdatax-skills@latest xhs sub-comments \
  --note-id "<note_id>" --comment-id "<comment_id>" --pretty \
  --source-client socialdatax-skills --source-platform clawhub \
  --source-skill socialdatax-xhs-comments
```

Optional arguments:

- XHS `--note-id <note_id>`: use the complete 24-character lowercase hexadecimal `note_id` returned from search, detail, comments, or creator note lists; do not pass only a prefix.
- XHS comments `--sort-type <default|time_descending|like_count_descending>`: optional first-level comment sort order; omit it for the platform default order.
- `--url <url_or_share_text>`: use for a content page URL, short link, or share text for first-level comments.
- `--page-token <next_page_token>`: opaque pagination token; pass the complete returned `next_page_token` back unchanged for the same content item or comment chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.
- `--pages <n>`: fetch and merge N pages of first-level comments or repli

_meta.json

{
  "ownerId": "kn79gym47c788rbwr4amw8arfh859t3b",
  "slug": "socialdatax-xhs-comments",
  "version": "0.1.16",
  "publishedAt": 1785900243509
}

skill-card.md

## Description:

Helps agents retrieve and analyze Xiaohongshu / XHS / RedNote comments and replies for comment analysis, audience feedback, reputation analysis, pain point summaries, and discussion summaries.

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

## Publisher:

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

### License/Terms of Use:

MIT-0

## Use Case:

External users and developers use this skill to fetch Xiaohongshu note comments or sub-comments, then group feedback into themes, sentiment signals, objections, pain points, FAQs, or discussion summaries.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill directs agents to execute a mutable npm package while using a SocialDataX API key.

Mitigation: Prefer a pinned, reviewed package version or a trusted preconfigured MCP tool, and run with a minimal environment containing only the required SOCIALDATAX_API_KEY.

Risk: The skill depends on a user-provided SocialDataX credential at runtime.

Mitigation: Do not store API keys in generated skill files, and verify that the runtime environment exposes only the intended credential.

Risk: Comment pagination tokens are opaque and can break follow-up requests if altered.

Mitigation: Pass returned next_page_token values back unchanged for the same note or comment chain.

## Reference(s):

- [SocialDataX API access](https://socialdatax.com/ai?from=clawhub)
- [ClawHub skill page](https://clawhub.ai/devinchen2014/skills/socialdatax-xhs-comments)
- [Publisher profile](https://clawhub.ai/user/devinchen2014)

## Skill Output:

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

**Output Format:** [Markdown guidance with shell command examples and JSON API output interpretation]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May summarize one or more pages of comments and should preserve opaque pagination tokens unchanged.]

## Skill Version(s):

0.1.16 (source: server release metadata)

## 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/socialdatax-xhs-comments",
      "sourceUrl": "https://clawhub.ai/devinchen2014/skills/socialdatax-xhs-comments",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T21:57:03.985Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-socialdatax-xhs-comments/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-socialdatax-xhs-comments/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-09T21:57:03.985Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "2K downloads",
      "href": "https://clawhub.ai/devinchen2014/socialdatax-xhs-comments",
      "sourceUrl": "https://clawhub.ai/devinchen2014/socialdatax-xhs-comments",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T21:57:03.985Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "0.1.16",
      "href": "https://clawhub.ai/devinchen2014/socialdatax-xhs-comments",
      "sourceUrl": "https://clawhub.ai/devinchen2014/socialdatax-xhs-comments",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-08-05T03:24:03.509Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-socialdatax-xhs-comments/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-devinchen2014-socialdatax-xhs-comments/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 0.1.16",
      "description": "同步 SocialDataX 多平台公开能力口径",
      "href": "https://clawhub.ai/devinchen2014/socialdatax-xhs-comments",
      "sourceUrl": "https://clawhub.ai/devinchen2014/socialdatax-xhs-comments",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-08-05T03:24:03.509Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 10, 2026.

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