web-access
所有联网操作必须通过此 skill 处理，包括：搜索、网页抓取、登录后操作、网络交互等。触发场景：用户要求搜索信息、查看网页内容、访问需要登录的网站、操作网页界面、抓取社交媒体内容（小红书、微博、推特等）、读取动态渲染页面、以及任何需要真实浏览器环境的网络任务。
Install / Use
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill web-accessInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of web-access
web-access scores 87/100 on our quality scale, 1058th of 2,717 Development & Engineering skills we index (top 39%).
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 4,360 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 4 days ago, so web-access is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
web-access compared with similar skills
All 4 of these similar skills score higher than web-access; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| web-access (this skill)by brycewang-stanford | 87 | 4.4k | 4d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.7k | 12d ago | CLAUDE.md |
| ai-job-searchby MadsLorentzen | 100 | 44.1k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 1d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
Frequently asked questions
- How do I install web-access?
- Run
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill web-access. The install tabs above show the steps for each supported agent. - Which AI agents does web-access work with?
- It is written for Claude Code, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is web-access safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is web-access still maintained?
- The repository was last updated 4 days ago, so web-access is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.