Google Maps Scraper
Mahanaicoach/google-maps-scraper-kit
Scrape Google Maps business listings (name, address, phone, website, rating, reviews, lat/lng, hours, emails) via the local gosom google-maps-scraper REST API.
TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list).
$ npx skills add browser-act/skills --skill tiktok-hashtag-videos -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install browser-act/skills tiktok-hashtag-videos --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/video-platforms/tiktok-hashtag-videos .claude/skills/tiktok-hashtag-videos && 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 "tiktok-hashtag-videos" agent skill from https://github.com/browser-act/skills/tree/main/solutions/video-platforms/tiktok-hashtag-videos into .claude/skills/tiktok-hashtag-videos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-hashtag-videos", 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/video-platforms/tiktok-hashtag-videosType 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 tiktok-hashtag-videos -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install browser-act/skills tiktok-hashtag-videos --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/video-platforms/tiktok-hashtag-videos .agents/skills/tiktok-hashtag-videos && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tiktok-hashtag-videos" agent skill from https://github.com/browser-act/skills/tree/main/solutions/video-platforms/tiktok-hashtag-videos into .agents/skills/tiktok-hashtag-videos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-hashtag-videos", 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 tiktok-hashtag-videos -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install browser-act/skills tiktok-hashtag-videos --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/video-platforms/tiktok-hashtag-videos .cursor/skills/tiktok-hashtag-videos && 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 "tiktok-hashtag-videos" agent skill from https://github.com/browser-act/skills/tree/main/solutions/video-platforms/tiktok-hashtag-videos into .cursor/skills/tiktok-hashtag-videos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-hashtag-videos", 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/video-platforms/tiktok-hashtag-videos--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 tiktok-hashtag-videos -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install browser-act/skills tiktok-hashtag-videos --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/video-platforms/tiktok-hashtag-videos .gemini/skills/tiktok-hashtag-videos && 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 "tiktok-hashtag-videos" agent skill from https://github.com/browser-act/skills/tree/main/solutions/video-platforms/tiktok-hashtag-videos into .gemini/skills/tiktok-hashtag-videos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-hashtag-videos", 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 tiktok-hashtag-videosInstalls 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 tiktok-hashtag-videos -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/video-platforms/tiktok-hashtag-videos .github/skills/tiktok-hashtag-videos && 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 "tiktok-hashtag-videos" agent skill from https://github.com/browser-act/skills/tree/main/solutions/video-platforms/tiktok-hashtag-videos into .github/skills/tiktok-hashtag-videos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-hashtag-videos", 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 tiktok-hashtag-videos -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 tiktok-hashtag-videos --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/video-platforms/tiktok-hashtag-videos .opencode/skills/tiktok-hashtag-videos && 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 "tiktok-hashtag-videos" agent skill from https://github.com/browser-act/skills/tree/main/solutions/video-platforms/tiktok-hashtag-videos into .opencode/skills/tiktok-hashtag-videos/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tiktok-hashtag-videos", 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.
tiktok-hashtag-videosTikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list).
Tiktok Hashtag Videos is an agent skill from browser-act/skills. TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list). Use when user mentions TikTok hashtag scraping, TikTok tag videos, scrape TikTok by hashtag, extract TikTok hashtag data, TikTok challenge videos, get videos from a TikTok tag, bulk collect TikTok hashtag posts, TikTok video collection by tag, TikTok topic videos, collect TikTok tag data, batch fetch TikTok videos by hashtag, tiktok tag scraper…
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/get-challenge-id.py`).
It sits in Data & Analytics, covering Web scraping. It works with TikTok and Python. 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.
4 steps, taken from the first numbered list 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 1 file 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:
tiktok.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.
Tiktok Hashtag Videos loads about 2k tokens when it runs. Until then it costs about 196 tokens; SKILL.md has 649 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). 649 words, ~1,957 tokens.
.claude/skills/tiktok-hashtag-videos/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.hashtag name → challenge info + paginated video list with author, engagement, music, and video metadata
All process output to user (progress updates, process notifications) follows the user's language.
Extract the video list for a given TikTok hashtag using the /api/challenge/item_list/ endpoint triggered by page navigation.
https://www.tiktok.comIf 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.
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. 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. Simply invoke them as needed — no need to read scripts/*.py source code or re-verify.
eval "$(python scripts/get-challenge-id.py '{hashtag}')"
Parameters:
{hashtag}: hashtag name without #, e.g., fitnessOutput example:
{
"id": "9261", // challengeID — required for item_list requests
"title": "fitness", // canonical hashtag title
"videoCount": "63107035", // total videos under this hashtag
"viewCount": "760591731095" // total views
}/api/challenge/item_list/ requires TikTok's dynamic signing (X-Bogus/X-Gnarly); direct fetch returns empty. Navigate to the hashtag page — TikTok's JS triggers the signed request automatically:
navigate https://www.tiktok.com/tag/{hashtag}wait stablenetwork requests --type xhr,fetch --filter "challenge/item_list"network request <id>Endpoint characteristic: URL contains /api/challenge/item_list/ with cursor=0
Error handling: If no matching request is found after navigation, take a screenshot to confirm the page loaded correctly, then retry navigation once. If the page shows a region-restriction notice, switch to a browser with a non-HK proxy.
Output example:
{
"cursor": "30", // use as cursor value to identify next page's request
"hasMore": true, // false when all pages exhausted
"itemList": [
{
"id": "7212410220977392938",
"desc": "Daily Push Up Workout🚀#fitness #athlete",
"createTime": 1679270124,
"isAd": false,
"isPinned": false,
"locationCreated": "US",
"author": {
"uniqueId": "marcusriosofficial", // username for webVideoUrl
"nickname": "Marcus Rios",
"verified": false,
"signature": "Former NFL Athlete 🏈",
"bioLink": null,
"avatarThumb": "https://...",
"privateAccount": false
},
"authorStats": {
"followerCount": 423500,
"followingCount": 50,
"heart": 10000000,
"videoCount": 1277,
"diggCount": 869
},
"stats": {
"diggCount": 367500,
"shareCount": 6041,
"playCount": 4500000,
"commentCount": 942,
"collectCount": 56691
},
"video": {
"duration": 48,
"height": 1280,
"width": 720,
"cover": "https://...",
"definition": "720p",
"format": "mp4"
},
"music": {
"id": "7176546707423889410",
"title": "Trap Money so Big (Remix)",
"authorName": "Iqbal12",
"original": false,
"coverMedium": "https://..."
},
"textExtra": [{"hashtagId": "9261", "hashtagName": "fitness"}],
"effectStickers": [],
"imagePost": null // non-null for slideshow posts
}
]
}After reading page 1, scroll down to trigger the next page request:
scroll downwait stablenetwork requests --type xhr,fetch --filter "challenge/item_list"cursor value higher than the previous page (e.g., cursor=30, cursor=60)network request <id>Termination: hasMore is false in response, or itemList is empty.
eval "$(python scripts/get-challenge-id.py '{hashtag}')" → record id as challengeId (confirms hashtag exists)navigate https://www.tiktok.com/tag/{hashtag} → wait stablenetwork requests --filter "challenge/item_list" → network request <id> → collect itemList, note cursor and hasMorehasMore is true:
a. scroll down → wait stable
b. network requests --filter "challenge/item_list" → find new request (cursor changed) → network request <id>
c. Collect itemList, update hasMoreitemList arraysDOM Pagination: Scroll triggers new challenge/item_list requests. Each page returns 30 items. Cursor advances numerically (0 → 30 → 60...). Termination: hasMore === false or empty itemList.
itemList.length >= 1 and first item has non-null id, stats.playCount, author.uniqueId
challenge/item_list requires dynamic signing — always use navigate + network captureget-challenge-id.py (challenge/detail) works via direct fetch without signingitemListPath: {working-directory}/browser-act-skill-forge-memories/tiktok-scraper-tiktok-hashtag-videos.memory.md
Before execution: If the file exists, read it first — it records unexpected situations from past executions; adjust strategy accordingly.
After execution: If an unexpected situation occurs (strategy failed, page redesigned, anti-scraping upgraded, better path found), append a line:
{YYYY-MM-DD}: {what happened} → {conclusion}
Normal execution does not write to the file.
© 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 1 other file (scripts) in solutions/video-platforms/tiktok-hashtag-videos of browser-act/skills.
Open the folder on GitHubat commit 11c057b
Tiktok Hashtag Videos 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 |
|---|---|---|---|---|---|---|
| Tiktok Hashtag Videos this skillbrowser-act/skills | 6.1k | — | ~2k | Automated safety check: Pass | MIT | |
| Google Maps ScraperMahanaicoach/google-maps-scraper-kit | 1.3k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Boss Zhipin Scrapereatmoreduck/boss-zhipin-scraper | 1.5k | — | ~2.6k | Automated safety check: Pass | MIT | |
| Crawl4AI Web Scrapingsmallnest/goclaw | 599 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Axyusukebe/ax | 719 | 1 repos | ~918 | Automated safety check: Pass | MIT | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT |
Mahanaicoach/google-maps-scraper-kit
Scrape Google Maps business listings (name, address, phone, website, rating, reviews, lat/lng, hours, emails) via the local gosom google-maps-scraper REST API.
eatmoreduck/boss-zhipin-scraper
Scrape BOSS直聘 (job listing site) via Chrome CDP. An agent skill from eatmoreduck/boss-zhipin-scraper.
smallnest/goclaw
Scrapes sites, handles JavaScript-heavy pages and extracts structured data with Crawl4AI, through its crwl CLI or Python SDK, including schema-based extraction without an LLM.
yusukebe/ax
Use the ax CLI instead of curl + throwaway parsing scripts whenever you fetch a URL, explore an unknown web page, or extract structured data from HTML.
cortega26/chile-hub
Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh).
Cedriccmh/claude-code-skill-scrapling
使用 scrapling 进行网页抓取和数据提取。根据目标网站特征自动选择最佳 Fetcher, 生成并执行 Python 脚本完成任务。Use when: (1) 抓取/爬取网页内容或数据(scrape, crawl, fetch page, extract data) (2) 需要绕过 Cloudflare/WAF 等反爬保护 (3) 登录后抓取受保护页面 (4) 解析已有 HTML…
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.
Categories
TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list). Tiktok Hashtag Videos is an agent skill from browser-act/skills. TikTok hashtag video scraper: input a hashtag name → output paginated video list with full metadata (author profile, engagement stats, music, video meta, hashtag list).
Tiktok Hashtag Videos fits situations like: user mentions TikTok hashtag scraping; tikTok tag videos; scrape TikTok by hashtag; extract TikTok hashtag data.
Run `npx skills add browser-act/skills --skill tiktok-hashtag-videos -a claude-code`. Or copy the skill folder (solutions/video-platforms/tiktok-hashtag-videos in browser-act/skills) into .claude/skills/tiktok-hashtag-videos in your project. Claude Code loads it when a task matches its description.
Run `npx skills add browser-act/skills --skill tiktok-hashtag-videos -a codex`. Or copy the skill folder (solutions/video-platforms/tiktok-hashtag-videos in browser-act/skills) into .agents/skills/tiktok-hashtag-videos 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 tiktok-hashtag-videos -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tiktok-hashtag-videos, .gemini/skills/tiktok-hashtag-videos, .github/skills/tiktok-hashtag-videos and .opencode/skills/tiktok-hashtag-videos in your project.
Going by SKILL.md and its folder, Tiktok Hashtag Videos 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: tiktok.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.
Tiktok Hashtag Videos is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 7.8k 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 Tiktok Hashtag Videos: Google Maps Scraper (Mahanaicoach/google-maps-scraper-kit, 1.3k stars), Boss Zhipin Scraper (eatmoreduck/boss-zhipin-scraper, 1.5k stars), Crawl4AI Web Scraping (smallnest/goclaw, 599 stars) and Ax (yusukebe/ax, 719 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.