Chrome Devtools
einverne/dotfiles
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts.
browser-based page capture and text extraction for public-opinion research.
Install Selenium Opinion Crawler
$ npx skills add 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install 123321kk/opinion-agent-ultimate selenium-opinion-crawler --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/123321kk/opinion-agent-ultimate.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/selenium-opinion-crawler .claude/skills/selenium-opinion-crawler && 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 "selenium-opinion-crawler" agent skill from https://github.com/123321kk/opinion-agent-ultimate/tree/main/skills/selenium-opinion-crawler into .claude/skills/selenium-opinion-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selenium-opinion-crawler", 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/123321kk/opinion-agent-ultimate/tree/main/skills/selenium-opinion-crawlerType 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 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install 123321kk/opinion-agent-ultimate selenium-opinion-crawler --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/123321kk/opinion-agent-ultimate.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/selenium-opinion-crawler .agents/skills/selenium-opinion-crawler && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "selenium-opinion-crawler" agent skill from https://github.com/123321kk/opinion-agent-ultimate/tree/main/skills/selenium-opinion-crawler into .agents/skills/selenium-opinion-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selenium-opinion-crawler", 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 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install 123321kk/opinion-agent-ultimate selenium-opinion-crawler --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/123321kk/opinion-agent-ultimate.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/selenium-opinion-crawler .cursor/skills/selenium-opinion-crawler && 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 "selenium-opinion-crawler" agent skill from https://github.com/123321kk/opinion-agent-ultimate/tree/main/skills/selenium-opinion-crawler into .cursor/skills/selenium-opinion-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selenium-opinion-crawler", 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/123321kk/opinion-agent-ultimate.git --path skills/selenium-opinion-crawler--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 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install 123321kk/opinion-agent-ultimate selenium-opinion-crawler --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/123321kk/opinion-agent-ultimate.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/selenium-opinion-crawler .gemini/skills/selenium-opinion-crawler && 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 "selenium-opinion-crawler" agent skill from https://github.com/123321kk/opinion-agent-ultimate/tree/main/skills/selenium-opinion-crawler into .gemini/skills/selenium-opinion-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selenium-opinion-crawler", 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 123321kk/opinion-agent-ultimate selenium-opinion-crawlerInstalls 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 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/123321kk/opinion-agent-ultimate.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/selenium-opinion-crawler .github/skills/selenium-opinion-crawler && 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 "selenium-opinion-crawler" agent skill from https://github.com/123321kk/opinion-agent-ultimate/tree/main/skills/selenium-opinion-crawler into .github/skills/selenium-opinion-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selenium-opinion-crawler", 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 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install 123321kk/opinion-agent-ultimate selenium-opinion-crawler --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/123321kk/opinion-agent-ultimate.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/selenium-opinion-crawler .opencode/skills/selenium-opinion-crawler && 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 "selenium-opinion-crawler" agent skill from https://github.com/123321kk/opinion-agent-ultimate/tree/main/skills/selenium-opinion-crawler into .opencode/skills/selenium-opinion-crawler/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selenium-opinion-crawler", 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.
Facts
- Skill name
selenium-opinion-crawler- GitHub stars
- 107
- Token cost
- ~631 tokens
- SKILL.md length
- 213 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- None found
At a glance
browser-based page capture and text extraction for public-opinion research.
- Works in 4 steps: Generic extraction → Dynamic-page fetching → Selector-guided extraction → …
- Chatgpt needs a controllable crawler for authorized web pages
- SKILL.md covers Quick start, Workflow, Capabilities and Guardrails, plus 1 more section
- Runs Python scripts from its folder; calls python
What it does
Selenium Opinion Crawler is an agent skill from 123321kk/opinion-agent-ultimate. browser-based page capture and text extraction for public-opinion research. use when chatgpt needs a controllable crawler for authorized web pages, dynamic sites, javascript-rendered pages, or selective extraction from a list of urls. especially useful for selenium-based fetching, waiting for page stability, collecting title/body/meta fields, and normalizing results into json records for downstream retrieval or analysis.
Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/selectors_cookbook.md` and `scripts/batch_crawl.py`).
It sits in Data & Analytics, covering Web scraping and Browser testing. It works with Selenium, OpenAI and JavaScript. The repository describes itself as: 这是一个舆情分析的agent，你可以做任何检测舆情的事情.
When your agent uses it
- Chatgpt needs a controllable crawler for authorized web pages
- Javascript-rendered pages
- Selective extraction from a list of urls
Example prompts
- “/selenium-opinion-crawler”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Generic extraction
- Dynamic-page fetching
- Selector-guided extraction
- Batch mode
What it can do on your machine
Read from SKILL.md and the folder at commit 5346416. 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 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Selenium Opinion Crawler loads about 631 tokens when it runs, and up to ~840 if it reads all its reference files. Until then it costs about 112 tokens; SKILL.md has 213 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.
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 213 words (~631 tokens).
“Use this skill to fetch and normalize page content from authorized URLs for a public-opinion pipeline.”
- name
- selenium-opinion-crawler
Files
SKILL.md and 4 other files (scripts, references) in skills/selenium-opinion-crawler of 123321kk/opinion-agent-ultimate.
- SKILL.md
- agents/openai.yaml
- references/selectors_cookbook.md
- scripts/batch_crawl.py
- scripts/crawl_url.py
Open the folder on GitHubat commit 5346416
Compare with similar skills
Selenium Opinion 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Selenium Opinion Crawler this skill123321kk/opinion-agent-ultimate | 107 | — | ~631 | Automated safety check: Pass | None | |
| Chrome Devtoolseinverne/dotfiles | 121 | 1 repos | ~1.6k | Automated safety check: Notes | Apache-2.0 | |
| Python Executorcortega26/chile-hub | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Anti Detect Browserantibrow/anti-detect-browser-skills | 17 | — | ~9.8k | Automated safety check: Warn | MIT | |
| Brightdata Proxybrightdata/skills | 264 | — | ~5.1k | Automated safety check: Pass | MIT | |
| Open BrowserJasonHonKL/Openbrowser | 114 | — | ~1.6k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Selenium Opinion Crawler
What does Selenium Opinion Crawler do?
browser-based page capture and text extraction for public-opinion research. Selenium Opinion Crawler is an agent skill from 123321kk/opinion-agent-ultimate. browser-based page capture and text extraction for public-opinion research.
When should I use Selenium Opinion Crawler?
Selenium Opinion Crawler fits situations like: chatgpt needs a controllable crawler for authorized web pages; javascript-rendered pages; selective extraction from a list of urls.
How do I install Selenium Opinion Crawler in Claude Code?
Run `npx skills add 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a claude-code`. Or copy the skill folder (skills/selenium-opinion-crawler in 123321kk/opinion-agent-ultimate) into .claude/skills/selenium-opinion-crawler in your project. Claude Code loads it when a task matches its description.
How do I install Selenium Opinion Crawler in Codex?
Run `npx skills add 123321kk/opinion-agent-ultimate --skill selenium-opinion-crawler -a codex`. Or copy the skill folder (skills/selenium-opinion-crawler in 123321kk/opinion-agent-ultimate) into .agents/skills/selenium-opinion-crawler in your project. Codex loads it when a task matches its description.
Can I use Selenium Opinion 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 123321kk/opinion-agent-ultimate --skill selenium-opinion-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/selenium-opinion-crawler, .gemini/skills/selenium-opinion-crawler, .github/skills/selenium-opinion-crawler and .opencode/skills/selenium-opinion-crawler in your project.
What does Selenium Opinion Crawler need to run?
Going by SKILL.md and its folder, Selenium Opinion Crawler needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Selenium Opinion Crawler access the network?
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.
Is Selenium Opinion 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 Selenium Opinion Crawler use?
No licence was found for Selenium Opinion Crawler or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Selenium Opinion Crawler use?
About 631 tokens (SKILL.md is roughly 2.5k 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 209 tokens, read only when the agent opens those files.
What are the alternatives to Selenium Opinion Crawler?
Skills that share tags, products or a category with Selenium Opinion Crawler: Chrome Devtools (einverne/dotfiles, 121 stars), Python Executor (cortega26/chile-hub, 113 stars), Anti Detect Browser (antibrow/anti-detect-browser-skills, 17 stars) and Brightdata Proxy (brightdata/skills, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Selenium Opinion Crawler?
123321kk (a GitHub user) maintains it in 123321kk/opinion-agent-ultimate, which has 107 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on March 23, 2026.
Source: 123321kk/opinion-agent-ultimate on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.