A workflow for browsing Xiaohongshu's recommended posts and opening their details and comments. Xiaohongshu is a social platform for posts, photos, videos, and recommendations.

Use it to browse recommendations, inspect a post when you have its identifier, load more comments and replies, and find the next action such as viewing the author profile or interacting with the post.

It brings the feed, post content, images, author details, engagement data, and comments together. It also handles cases where you are not logged in or a post is no longer available.

xhs-explore — Skill for Claude Code and Codex 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-explore

Clone the repo

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

Made for: Claude Code, Codex.

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-explore/github.svg)](https://agentmods.dev/skills/autoclaw-cc/xiaohongshu-mcp-skills/xhs-explore)

Your own site

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

Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 388 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	$0.00051	$0.00388
Opus 5.5	$0.00020	$0.00155
Sonnet 5.5	$0.00010	$0.00078
Haiku 4.5	$0.00005	$0.00039

Measured 2mo ago against content hash da44c2709dc0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

xhs-explore 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-explore/SKILL.md · 45 lines

What it actually says

输入判断

用户想浏览推荐 → 步骤 1
用户提供了 feed_id → 步骤 2

执行流程

1. 获取推荐流

调用 list_feeds（无参数），返回首页推荐笔记列表。

展示每条笔记的标题、作者、互动数据，附带 feed_id 和 xsec_token。

2. 查看笔记详情

调用 get_feed_detail：

feed_id（string，必填）
xsec_token（string，必填）
load_all_comments（bool，可选，默认 false，仅返回前 10 条评论）
limit（int，可选，load_all_comments=true 时生效，默认 20）
click_more_replies（bool，可选，是否展开二级回复）
reply_limit（int，可选，跳过回复数超过此值的评论，默认 10）
scroll_speed（string，可选：slow | normal | fast）

展示：笔记内容、图片、作者信息、互动数据、评论列表。

提示用户可以：

点赞/收藏（使用 xhs-interact）
发表评论（使用 xhs-interact）
查看作者主页（使用 xhs-profile）

失败处理

场景	处理
未登录	引导使用 xhs-login
笔记已删除或不可见	告知用户该笔记无法访问

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 · 51 tokens per session scan A da44c2709dc0

Subscribe to this mod's changes

xhs-explore is a skill published in the GitHub repository autoclaw-cc/xiaohongshu-mcp-skills (277 stars, last pushed 8mo ago), licensed MIT. It adds 51 tokens to every session and 388 once invoked, about $0.0002 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-explore next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
xhs-exploreautoclaw-cc/xiaohongshu-mcp-skills	Skill	277	8mo ago	MIT	A	51	Claude Code, Codex
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