Media Crawler
tsingyuai/growth-lab
Install, authenticate, configure, operate, and troubleshoot the external MediaCrawler client shared by Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu collectors.
Fetch Xiaohongshu (RedNote / xhs) note detail and comments by note ID, returning title, description, author info, engagement stats, tags, and paginated comment list.
$ npx skills add browser-act/skills --skill xiaohongshu-note-detail -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install browser-act/skills xiaohongshu-note-detail --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/solutions/social-listening/xiaohongshu-note-detail .claude/skills/xiaohongshu-note-detail && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "xiaohongshu-note-detail" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/xiaohongshu-note-detail into .claude/skills/xiaohongshu-note-detail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-detail", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/browser-act/skills/tree/main/solutions/social-listening/xiaohongshu-note-detailType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add browser-act/skills --skill xiaohongshu-note-detail -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install browser-act/skills xiaohongshu-note-detail --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/solutions/social-listening/xiaohongshu-note-detail .agents/skills/xiaohongshu-note-detail && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "xiaohongshu-note-detail" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/xiaohongshu-note-detail into .agents/skills/xiaohongshu-note-detail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-detail", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add browser-act/skills --skill xiaohongshu-note-detail -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install browser-act/skills xiaohongshu-note-detail --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/solutions/social-listening/xiaohongshu-note-detail .cursor/skills/xiaohongshu-note-detail && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "xiaohongshu-note-detail" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/xiaohongshu-note-detail into .cursor/skills/xiaohongshu-note-detail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-detail", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/browser-act/skills.git --path solutions/social-listening/xiaohongshu-note-detail--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add browser-act/skills --skill xiaohongshu-note-detail -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install browser-act/skills xiaohongshu-note-detail --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/solutions/social-listening/xiaohongshu-note-detail .gemini/skills/xiaohongshu-note-detail && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "xiaohongshu-note-detail" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/xiaohongshu-note-detail into .gemini/skills/xiaohongshu-note-detail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-detail", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install browser-act/skills xiaohongshu-note-detailInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add browser-act/skills --skill xiaohongshu-note-detail -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/solutions/social-listening/xiaohongshu-note-detail .github/skills/xiaohongshu-note-detail && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "xiaohongshu-note-detail" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/xiaohongshu-note-detail into .github/skills/xiaohongshu-note-detail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-detail", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add browser-act/skills --skill xiaohongshu-note-detail -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install browser-act/skills xiaohongshu-note-detail --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/solutions/social-listening/xiaohongshu-note-detail .opencode/skills/xiaohongshu-note-detail && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "xiaohongshu-note-detail" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/xiaohongshu-note-detail into .opencode/skills/xiaohongshu-note-detail/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-detail", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
xiaohongshu-note-detailFetch Xiaohongshu (RedNote / xhs) note detail and comments by note ID, returning title, description, author info, engagement stats, tags, and paginated comment list.
Xiaohongshu Note Detail is an agent skill from browser-act/skills. Fetch Xiaohongshu (RedNote / xhs) note detail and comments by note ID, returning title, description, author info, engagement stats, tags, and paginated comment list. Use when user mentions note detail xiaohongshu, get rednote post, xhs note content, xiaohongshu comment scrape, fetch post comments, scrape xhs comments, rednote note details, xiaohongshu post engagement, xiaohongshu note content, rednote post data, xhs post detail, get xiaohongshu comments, rednote comment list, xiaohongshu note metadata, xhs note…
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/extract-note-comments.py` and `scripts/extract-note-detail.py`).
It sits in Data & Analytics, covering Web scraping and Social media marketing. It works with Xiaohongshu. The repository describes itself as: Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session… The licence is MIT.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 11c057b. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
xiaohongshu.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Xiaohongshu Note Detail loads about 2.1k tokens when it runs. Until then it costs about 142 tokens; SKILL.md has 871 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from browser-act/skills at commit 11c057b, republished under its MIT licence (© browser-act). 871 words, ~2,067 tokens.
.claude/skills/xiaohongshu-note-detail/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.note_id + xsecToken → note metadata, author info, engagement stats, comment list
All process output to user (progress updates, process notifications) follows the user's language.
Navigate to a Xiaohongshu note detail page and extract the full note metadata plus its paginated comment list.
https://www.xiaohongshu.com/explore/{note_id}?xsec_token={xsecToken}&xsec_source=pc_searchIf browser-act has been confirmed available in the current session → skip this step.
Invoke browser-act via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.
If login status for Xiaohongshu has been confirmed in the current session → skip this step.
Otherwise: open https://www.xiaohongshu.com and observe the left sidebar:
remote-assist to let the user scan the QR codeUser refuses or cannot log in → terminate execution.
This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the user on the page, never bypassing authentication or access controls. Its role is equivalent to copy-pasting on the user's behalf — the data is already on screen, automation merely saves time. JS code is encapsulated in Python files under the
scripts/directory, invoked viaeval "$(python scripts/xxx.py {params})".$(...)is bash syntax; it is recommended to use the bash tool for execution.
Below are all atomic capabilities discovered and verified during the exploration phase, listed by command template with parameters. Simply invoke them as needed — no need to read scripts/*.py source code or re-verify. Only inspect scripts when execution fails for troubleshooting. Combine freely as needed during execution.
Navigate to the note page, wait for Vue SSR state to populate, then extract from window.__INITIAL_STATE__.note.noteDetailMap:
navigate https://www.xiaohongshu.com/explore/{note_id}?xsec_token={xsecToken}&xsec_source=pc_searchwait stableeval "$(python scripts/extract-note-detail.py {note_id})"Parameters:
{note_id}: note ID (from search result id field or from the note URL){xsecToken}: security token (from search result xsecToken field)Output example:
{
"noteId": "69d8cd8c0000000022002295",
"title": "Not Switzerland! This is a natural grassland in Fujian!!",
"desc": "Full post body text...",
"type": "normal",
"time": 1748390400000, // publish timestamp (ms)
"ipLocation": "Fujian",
"userId": "5bac4e3f7a4c7300016a6b88",
"nickname": "half-goose",
"avatar": "https://sns-avatar-...",
"likedCount": "5149",
"collectedCount": "4170",
"commentCount": "390",
"shareCount": "112",
"tagList": [{"name": "travel", "type": "topic"}],
"imageCount": 9
}Error handling: if error: true is returned, verify the page URL is a note detail page, wait stable has completed, and the note_id matches the URL.
After navigating to the note page (same page as note detail), extract initial comments already loaded into Vue state:
eval "$(python scripts/extract-note-comments.py {note_id})"
Parameters:
{note_id}: same note ID used when navigatingOutput example:
{
"count": 10,
"cursor": "aabbcc112233", // pass to next page load; empty string when on first page
"hasMore": true,
"comments": [
{
"id": "6835ae0e000000001203a14c",
"content": "So beautiful!",
"likeCount": "23",
"createTime": 1748390500000,
"ipLocation": "Guangdong",
"userId": "5c3a6f020000000007010b9f",
"nickname": "travel-enthusiast-xw",
"avatar": "https://sns-avatar-..."
}
]
}Error handling: if error: true is returned, ensure the note detail page is loaded first (step 3 of note detail component above).
Run both extractions on the same page load — no additional navigation needed:
navigate https://www.xiaohongshu.com/explore/{note_id}?xsec_token={xsecToken}&xsec_source=pc_searchwait stableeval "$(python scripts/extract-note-detail.py {note_id})"eval "$(python scripts/extract-note-comments.py {note_id})"Merge results by noteId field.
DOM Pagination (comments): Initial page load pre-populates up to 10 comments. To load more:
scroll down --amount 3000wait stableeval "$(python scripts/extract-note-comments.py {note_id})"Each scroll triggers the page to load additional comments into noteDetailMap[noteId].comments. Re-running the extraction script after each scroll retrieves the full accumulated list. Termination: hasMore: false in extraction output.
detail.noteId is non-null AND detail.title is non-null
noteDetailMap is emptyxsec_token must correspond to the note_id; mismatched tokens result in a redirect or empty statecommentCount) may exceed comments available via DOM scroll — some comments may be filtered or not loaded without deeper scrollingimageList) is not extracted by extract-note-detail.py — only imageCount is returnedPath: {working-directory}/browser-act-skill-forge-memories/xiaohongshu-data-xiaohongshu-note-detail.memory.md (working directory is determined by the Agent running the Skill, typically the project root or current working directory)
Before execution: If the file exists, read it first — it records unexpected situations encountered during past executions (e.g., a strategy has become ineffective); adjust strategy order accordingly.
After execution: If an unexpected situation is encountered (strategy became ineffective, page redesigned, anti-scraping upgraded, better path discovered), append a line:
{YYYY-MM-DD}: {what happened} → {conclusion}
Normal execution does not write to the file. Do not record what note IDs were fetched or how many comments were returned — those are task outputs, not experience.
© browser-act, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (scripts) in solutions/social-listening/xiaohongshu-note-detail of browser-act/skills.
Open the folder on GitHubat commit 11c057b
Xiaohongshu Note Detail next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Xiaohongshu Note Detail this skillbrowser-act/skills | 6.1k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Media Crawlertsingyuai/growth-lab | 2k | — | ~731 | Automated safety check: Pass | Apache-2.0 | |
| Xiaohongshu Crawlerredfox-data/redfox-community | 427 | — | ~1.5k | Automated safety check: Pass | None | |
| Opinions Crawlerinfometa/workbuddyskills | 348 | — | ~2.2k | Automated safety check: Pass | None | |
| Agent ReachPanniantong/Agent-Reach | 95k | — | ~1.4k | Automated safety check: Pass | MIT | |
| bb-browser Site Commands for OpenClawepiral/bb-browser | 6.2k | — | ~1k | Automated safety check: Pass | MIT |
tsingyuai/growth-lab
Install, authenticate, configure, operate, and troubleshoot the external MediaCrawler client shared by Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu collectors.
redfox-data/redfox-community
小红书作品爬取工具。根据关键词爬取小红书热门作品数据,支持按日期范围、排序方式筛选,结果以结构化表格展示。当用户需要爬取小红书作品、查询小红书热门内容、搜索小红书爆款笔记时使用。触发词:小红书爬取、小红书作品、小红书爆款、小红书搜索、小红书热门、小红书笔记查询。
infometa/workbuddyskills
基于 OpenCLI 的舆情数据抓取技能。覆盖国内外主流社媒(搜索、用户信息、帖子/视频列表、视频详情及互动量、评论、弹幕等)和商店平台数据爬取。当用户需要抓取舆情数据、采集社媒内容、获取商店评分评论、或者需要安装和配置 OpenCLI 时使用。
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
epiral/bb-browser
Runs structured data commands against sites such as Twitter, Reddit, GitHub, YouTube and Zhihu through OpenClaw's browser, reusing your existing login state.
dragon-hh/ai-boshu-crawler
Run the AI blogger crawler daily update check for Bilibili, Douyin, Xiaohongshu, and YouTube with Chrome producers only where required, the merged Xiaohongshu profile-video skill, and the yt-dlp…
browser-act/skills
Fetches structured Amazon product details such as title, price, ratings and availability for a given ASIN through BrowserAct's lookup API template.
browser-act/skills
Extracts structured Amazon product data for a keyword and marketplace through the BrowserAct API, including titles, prices, ratings, reviews, sales volume and promotions.
browser-act/skills
Pulls Amazon product details, competing seller prices and seller ratings for a given ASIN through the BrowserAct API, without browser automation.
browser-act/skills
Analyzes a competitor's Amazon listing by ASIN with BrowserAct data extraction, then reports what it does well, where the market has gaps and opportunity points for your own listing.
browser-act/skills
Pulls structured Amazon search results (titles, ASINs, prices, ratings, specifications) for a keyword and brand through BrowserAct's Amazon Product API template.
browser-act/skills
Collects structured product data from Amazon search results for a keyword and optional brand, using a BrowserAct script, for market and competitor research.
Works with
Categories
Fetch Xiaohongshu (RedNote / xhs) note detail and comments by note ID, returning title, description, author info, engagement stats, tags, and paginated comment list. Xiaohongshu Note Detail is an agent skill from browser-act/skills. Fetch Xiaohongshu (RedNote / xhs) note detail and comments by note ID, returning title, description, author info, engagement stats, tags, and paginated comment list.
Xiaohongshu Note Detail fits situations like: user mentions note detail xiaohongshu; get rednote post; xhs note content; xiaohongshu comment scrape.
Run `npx skills add browser-act/skills --skill xiaohongshu-note-detail -a claude-code`. Or copy the skill folder (solutions/social-listening/xiaohongshu-note-detail in browser-act/skills) into .claude/skills/xiaohongshu-note-detail in your project. Claude Code loads it when a task matches its description.
Run `npx skills add browser-act/skills --skill xiaohongshu-note-detail -a codex`. Or copy the skill folder (solutions/social-listening/xiaohongshu-note-detail in browser-act/skills) into .agents/skills/xiaohongshu-note-detail in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add browser-act/skills --skill xiaohongshu-note-detail -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/xiaohongshu-note-detail, .gemini/skills/xiaohongshu-note-detail, .github/skills/xiaohongshu-note-detail and .opencode/skills/xiaohongshu-note-detail in your project.
Going by SKILL.md and its folder, Xiaohongshu Note Detail needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
SKILL.md names 1 domain. In commands or code: xiaohongshu.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Xiaohongshu Note Detail is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Xiaohongshu Note Detail: Media Crawler (tsingyuai/growth-lab, 2k stars), Xiaohongshu Crawler (redfox-data/redfox-community, 427 stars), Opinions Crawler (infometa/workbuddyskills, 348 stars) and Agent Reach (Panniantong/Agent-Reach, 95k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
browser-act (a GitHub organization) maintains it in browser-act/skills, which has 6,126 GitHub stars. The repository holds 87 skills in this directory. The repository was last updated on August 24, 2026.
Source: browser-act/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.