Agent skill

Opinions Crawler

by infometa in 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。

No licenceAuto-check passedData & Analytics

Install Opinions Crawler

skills CLI
$ npx skills add infometa/workbuddyskills --skill opinions-crawler -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install infometa/workbuddyskills opinions-crawler --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experts/tiderider-sentiment/skills/opinions-crawler .claude/skills/opinions-crawler && rm -rf skills-src

Use ~/.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/

Facts

Skill name
opinions-crawler
GitHub stars
348
Token cost
~2.2k tokens
SKILL.md length
161 words
Files
5 (incl. scripts, references)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

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。

  • Tasks that involve Web scraping
  • SKILL.md covers 适用场景, 前置条件, 快速安装 and 舆情数据抓取速查, plus 2 more sections
  • Runs Shell scripts from its folder; calls npm, pip and jq; reaches github.com and play.google.com
  • Tasks that involve App store release

What it does

Opinions Crawler is an agent skill from 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。 Triggers: 舆情数据、爬取社媒、抓取评论、获取弹幕、商店评分、opencli 安装、舆情监控、社交媒体数据采集、app store review、google play 评分、xiaohongshu/bilibili/weibo/twitter/youtube 数据抓取

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/app-stores.md`, `references/installation.md` and `references/social-media.md`).

It sits in Data & Analytics, covering Web scraping and App store release. It works with Bilibili, X (Twitter), YouTube and Xiaohongshu. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Tasks that involve Web scraping
  • Tasks that involve App store release

Example prompts

  • “/opinions-crawler”

Requirements

  • Python 3
  • Node.js
  • A Bash shell

What it can do on your machine

Read from SKILL.md and the folder at commit 91b77ea. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 1 file in scripts/ (Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • npm
    • pip
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com
    • play.google.com
    • bilibili.com
    • apps.apple.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Opinions Crawler loads about 2.2k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 70 tokens; SKILL.md has 161 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~70
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~11k

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.

Safety

Auto-check passed

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.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 161 words (~2,195 tokens).

“基于 OpenCLI(23,500+ Star)构建的舆情数据抓取方案。OpenCLI 通过 Chrome 扩展复用浏览器登录态,无需处理账号密码、验证码,零 LLM 成本即可从 100+ 平台获取结构化数据。”

— opening of SKILL.md by infometa
name
opinions-crawler
agent_created
true

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (scripts, references) in experts/tiderider-sentiment/skills/opinions-crawler of infometa/workbuddyskills.

  • SKILL.md
  • references/app-stores.md
  • references/installation.md
  • references/social-media.md
  • scripts/setup.sh

Open the folder on GitHubat commit 91b77ea

Compare with similar skills

Opinions Crawler 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.

Opinions Crawler compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Opinions Crawler this skillinfometa/workbuddyskills348—~2.2kAutomated safety check: PassNone
Agent ReachPanniantong/Agent-Reach95k—~1.4kAutomated safety check: PassMIT
bb-browser Site Commands for OpenClawepiral/bb-browser6.2k—~1kAutomated safety check: PassMIT
Chrome Daily Update Checkdragon-hh/ai-boshu-crawler106—~1.3kAutomated safety check: PassNone
Media Crawlertsingyuai/growth-lab2k—~731Automated safety check: PassApache-2.0
Catbuscv-cat/catbus280—~986Automated safety check: PassMIT

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Questions about Opinions Crawler

What does Opinions Crawler do?

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。. Opinions Crawler is an agent skill from infometa/workbuddyskills.

When should I use Opinions Crawler?

Opinions Crawler fits situations like: tasks that involve Web scraping; tasks that involve App store release.

How do I install Opinions Crawler in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill opinions-crawler -a claude-code`. Or copy the skill folder (experts/tiderider-sentiment/skills/opinions-crawler in infometa/workbuddyskills) into .claude/skills/opinions-crawler in your project. Claude Code loads it when a task matches its description.

How do I install Opinions Crawler in Codex?

Run `npx skills add infometa/workbuddyskills --skill opinions-crawler -a codex`. Or copy the skill folder (experts/tiderider-sentiment/skills/opinions-crawler in infometa/workbuddyskills) into .agents/skills/opinions-crawler in your project. Codex loads it when a task matches its description.

Can I use Opinions Crawler in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add infometa/workbuddyskills --skill opinions-crawler -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/opinions-crawler, .gemini/skills/opinions-crawler, .github/skills/opinions-crawler and .opencode/skills/opinions-crawler in your project.

What does Opinions Crawler need to run?

Going by SKILL.md and its folder, Opinions Crawler needs a shell for the scripts in its folder and the command-line tools its instructions call (npm, pip and jq). Our summary lists: Python 3; Node.js; A Bash shell.

Does Opinions Crawler access the network?

SKILL.md names 4 domains. In commands or code: github.com, play.google.com, bilibili.com and apps.apple.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Opinions Crawler safe to install?

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.

What licence does Opinions Crawler use?

No licence was found for Opinions Crawler or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Opinions Crawler use?

About 2.2k tokens (SKILL.md is roughly 8.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 9.3k tokens, read only when the agent opens those files.

What are the alternatives to Opinions Crawler?

Skills that share tags, products or a category with Opinions Crawler: Agent Reach (Panniantong/Agent-Reach, 95k stars), bb-browser Site Commands for OpenClaw (epiral/bb-browser, 6.2k stars), Chrome Daily Update Check (dragon-hh/ai-boshu-crawler, 106 stars) and Media Crawler (tsingyuai/growth-lab, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Opinions Crawler?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 2026.

Source: infometa/workbuddyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.