Browser Scrape
ChanningLua/prax-agent
用 AutoCLI 二进制驱动用户已登录的 Chrome 抓取 Twitter/X、知乎、Bilibili、Reddit 等 55+ 站点
Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media.
$ npx skills add tsingyuai/growth-lab --skill media-crawler-bilibili -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tsingyuai/growth-lab media-crawler-bilibili --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/tsingyuai/growth-lab.git skills-src && mkdir -p .claude/skills && cp -r skills-src/collectors/media-crawler-bilibili .claude/skills/media-crawler-bilibili && 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 "media-crawler-bilibili" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/collectors/media-crawler-bilibili into .claude/skills/media-crawler-bilibili/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "media-crawler-bilibili", 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/tsingyuai/growth-lab/tree/main/collectors/media-crawler-bilibiliType 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 tsingyuai/growth-lab --skill media-crawler-bilibili -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tsingyuai/growth-lab media-crawler-bilibili --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .agents/skills && cp -r skills-src/collectors/media-crawler-bilibili .agents/skills/media-crawler-bilibili && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "media-crawler-bilibili" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/collectors/media-crawler-bilibili into .agents/skills/media-crawler-bilibili/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "media-crawler-bilibili", 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 tsingyuai/growth-lab --skill media-crawler-bilibili -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tsingyuai/growth-lab media-crawler-bilibili --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/collectors/media-crawler-bilibili .cursor/skills/media-crawler-bilibili && 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 "media-crawler-bilibili" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/collectors/media-crawler-bilibili into .cursor/skills/media-crawler-bilibili/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "media-crawler-bilibili", 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/tsingyuai/growth-lab.git --path collectors/media-crawler-bilibili--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 tsingyuai/growth-lab --skill media-crawler-bilibili -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tsingyuai/growth-lab media-crawler-bilibili --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/collectors/media-crawler-bilibili .gemini/skills/media-crawler-bilibili && 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 "media-crawler-bilibili" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/collectors/media-crawler-bilibili into .gemini/skills/media-crawler-bilibili/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "media-crawler-bilibili", 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 tsingyuai/growth-lab media-crawler-bilibiliInstalls 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 tsingyuai/growth-lab --skill media-crawler-bilibili -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .github/skills && cp -r skills-src/collectors/media-crawler-bilibili .github/skills/media-crawler-bilibili && 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 "media-crawler-bilibili" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/collectors/media-crawler-bilibili into .github/skills/media-crawler-bilibili/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "media-crawler-bilibili", 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 tsingyuai/growth-lab --skill media-crawler-bilibili -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tsingyuai/growth-lab media-crawler-bilibili --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tsingyuai/growth-lab.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/collectors/media-crawler-bilibili .opencode/skills/media-crawler-bilibili && 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 "media-crawler-bilibili" agent skill from https://github.com/tsingyuai/growth-lab/tree/main/collectors/media-crawler-bilibili into .opencode/skills/media-crawler-bilibili/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "media-crawler-bilibili", 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.
media-crawler-bilibiliCollect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media.
Media Crawler Bilibili is an agent skill from tsingyuai/growth-lab. Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media. Use for topic, format, title, creator, or audience research with explicit time-range and quality controls.
Its SKILL.md is about 360 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Data & Analytics, covering Web scraping and Market research. It works with Bilibili. The repository describes itself as: An end-to-end growth tool that understands the product, fetch the data it needs, researches the market, executes campaigns, and reviews results to improve the next round of… The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 2d0807c. 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.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From 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.
Media Crawler Bilibili loads about 356 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 130 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); files beside SKILL.md are not scanned.
The full file from tsingyuai/growth-lab at commit 2d0807c, republished under its Apache-2.0 licence (© tsingyuai). 130 words, ~356 tokens.
.claude/skills/media-crawler-bilibili/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Follow media-crawler. Define purpose, query/BV/creator inputs, date window, sample target, desired quality, comments/media scope, and invoking Model Memory destination.
Search with --platform bili --type search. Configure START_DAY, END_DAY, BILI_SEARCH_MODE, and conservative MAX_NOTES_PER_DAY in config/bilibili_config.py. Shortlist by relevance, content format, recency, creator fit and engagement—not raw plays alone. Put full video URLs or BV numbers in BILI_SPECIFIED_ID_LIST; put Space URLs or UIDs in BILI_CREATOR_ID_LIST. Use detail/creator mode respectively.
If downloading video, explicitly select BILI_QN compatible with account/video access and disclose that requested quality may be unavailable. CREATOR_MODE, contacts and dynamics limits are separate from content comments; record which were enabled. Deduplicate by BV, preserve query provenance, verify files, and stop on auth/risk control.
Return inputs, config window/mode/quality, raw/copied paths, counts and coverage, time, commit, partial failures, and selection rationale.
© tsingyuai, Apache-2.0. 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 in collectors/media-crawler-bilibili of tsingyuai/growth-lab.
Open the folder on GitHubat commit 2d0807c
Media Crawler Bilibili 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 |
|---|---|---|---|---|---|---|
| Media Crawler Bilibili this skilltsingyuai/growth-lab | 2k | — | ~356 | Automated safety check: Pass | Apache-2.0 | |
| Browser ScrapeChanningLua/prax-agent | 273 | — | ~587 | Automated safety check: Notes | MIT | |
| Opinions Crawlerinfometa/workbuddyskills | 348 | — | ~2.2k | Automated safety check: Pass | None | |
| Amazon Best Sellers Finderbrowser-act/skills | 6.1k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Amazon Product Search Extractorbrowser-act/skills | 6.1k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Amazon Product Search Extractorbrowser-act/skills | 6.1k | 1 repos | ~1.6k | Automated safety check: Pass | MIT |
ChanningLua/prax-agent
用 AutoCLI 二进制驱动用户已登录的 Chrome 抓取 Twitter/X、知乎、Bilibili、Reddit 等 55+ 站点
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。
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 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.
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.
tsingyuai/growth-lab
Capture authenticated product screenshots through the repository-owned Playwright CDP script and archive them in the invoking loop's Memory.
tsingyuai/growth-lab
Install, authenticate, configure, operate, and troubleshoot the external MediaCrawler client shared by Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu collectors.
tsingyuai/growth-lab
Run an SEO page observation-action-review loop with persistent Memory by coordinating demand research, page creation, adversarial review, image generation, IndexNow submission, and performance review.
tsingyuai/growth-lab
把一个已确认的选题写成微信公众号长文。锁定复刻锚与用户价值、写出 article.md / wechat.yml / review.md,并通过公众号通用合规检查和人工预览前自检。准备、改写或核验公众号文章时使用;不负责发布,也不产出小红书卡片。
tsingyuai/growth-lab
通过微信公众号官方 API 把公众号文章生产单元渲染为微信排版 HTML、生成阅读页预览、上传封面与正文图片并创建草稿;在三重确认下提交发布并查询状态。支持本机直连与固定 IP 远程发布服务两种模式。用户要求预览公众号、同步微信草稿、发布公众号或查询发布状态时使用。
tsingyuai/growth-lab
把已批准的小红书草稿、单一分析参考和真实产品素材变成可审查卡片:先完成 DAI 与 image plan,再按确定性、完整效果或可分离图层模式制作,机械验证 PNG 与清单并运行合规检查。精确文字和真实 UI 不交给模型猜测;AI 生图需要单独配置和授权。
Works with
Categories
Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media. Media Crawler Bilibili is an agent skill from tsingyuai/growth-lab. Collect Bilibili video and creator evidence with MediaCrawler through search, exact BV detail, comments, dynamics, contacts, and optional media.
Media Crawler Bilibili fits situations like: audience research with explicit time-range and quality controls; tasks that involve Web scraping; tasks that involve Market research.
Run `npx skills add tsingyuai/growth-lab --skill media-crawler-bilibili -a claude-code`. Or copy the skill folder (collectors/media-crawler-bilibili in tsingyuai/growth-lab) into .claude/skills/media-crawler-bilibili in your project. Claude Code loads it when a task matches its description.
Run `npx skills add tsingyuai/growth-lab --skill media-crawler-bilibili -a codex`. Or copy the skill folder (collectors/media-crawler-bilibili in tsingyuai/growth-lab) into .agents/skills/media-crawler-bilibili 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 tsingyuai/growth-lab --skill media-crawler-bilibili -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/media-crawler-bilibili, .gemini/skills/media-crawler-bilibili, .github/skills/media-crawler-bilibili and .opencode/skills/media-crawler-bilibili in your project.
SKILL.md names no scripts, command-line tools or credentials: Media Crawler Bilibili is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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. Review the folder before installing.
Media Crawler Bilibili is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 356 tokens (SKILL.md is roughly 1.4k 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 Media Crawler Bilibili: Browser Scrape (ChanningLua/prax-agent, 273 stars), Opinions Crawler (infometa/workbuddyskills, 348 stars), Amazon Best Sellers Finder (browser-act/skills, 6.1k stars) and Amazon Product Search Extractor (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
tsingyuai (a GitHub organization) maintains it in tsingyuai/growth-lab, which has 2,000 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on September 28, 2026.
Source: tsingyuai/growth-lab on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.