A search workflow for Xiaohongshu, a Chinese social media platform for user-posted notes, photos, and videos. It searches posts using a keyword and optional filters.

Finding posts by keyword, date, content type, popularity, location, or whether they were previously viewed or posted by followed accounts. It also keeps the identifiers needed to open a post or interact with it later.

It removes the need to search Xiaohongshu manually and organizes the results with useful post details. It also explains what to do when the user is not logged in or no results appear.

xhs-search — Skill for Claude Code by autoclaw-cc

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add autoclaw-cc/xiaohongshu-mcp-skills --skill xhs-search

Clone the repo

git clone --depth 1 https://github.com/autoclaw-cc/xiaohongshu-mcp-skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/autoclaw-cc/xiaohongshu-mcp-skills/xhs-search/github.svg)](https://agentmods.dev/skills/autoclaw-cc/xiaohongshu-mcp-skills/xhs-search)

Your own site

<a href="https://agentmods.dev/skills/autoclaw-cc/xiaohongshu-mcp-skills/xhs-search"><img src="https://agentmods.dev/badge/skills/autoclaw-cc/xiaohongshu-mcp-skills/xhs-search/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/autoclaw-cc/xiaohongshu-mcp-skills/xhs-search"><img src="https://agentmods.dev/badge/skills/autoclaw-cc/xiaohongshu-mcp-skills/xhs-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 76 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 401 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00076	$0.00401
Opus 5.5	$0.00030	$0.00160
Sonnet 5.5	$0.00015	$0.00080
Haiku 4.5	$0.00008	$0.00040

Measured 2mo ago against content hash 3e7944039656, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

xhs-search scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/xhs-search/SKILL.md · 45 lines

What it actually says

执行流程

1. 确认搜索条件

从用户输入中提取：

keyword（必填）— 搜索关键词
filters（可选）— 筛选条件

2. 调用搜索

调用 search_feeds：

keyword（string，必填）
filters（object，可选）：
- sort_by：综合 | 最新 | 最多点赞 | 最多评论 | 最多收藏
- note_type：不限 | 视频 | 图文
- publish_time：不限 | 一天内 | 一周内 | 半年内
- search_scope：不限 | 已看过 | 未看过 | 已关注
- location：不限 | 同城 | 附近

3. 展示结果

将搜索结果整理为列表展示，每条包含：

标题、作者
点赞数、评论数、收藏数
feed_id 和 xsec_token（后续操作需要）

提示用户可以：

查看某条笔记详情（使用 xhs-explore）
对笔记进行互动（使用 xhs-interact）

失败处理

场景	处理
未登录	引导使用 xhs-login 登录
无搜索结果	建议调整关键词或筛选条件

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 45 lines · 76 tokens per session scan A 3e7944039656

Subscribe to this mod's changes

xhs-search is a skill published in the GitHub repository autoclaw-cc/xiaohongshu-mcp-skills (277 stars, last pushed 8mo ago), licensed MIT. It adds 76 tokens to every session and 401 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Research xiaohongshu-mcp-skills

xhs-search next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
xhs-searchautoclaw-cc/xiaohongshu-mcp-skills	Skill	277	8mo ago	MIT	A	76	Claude Code
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	103	Claude Code