Agent skill

Search Web

by huangruiteng in huangruiteng/CS-Notes

“使用内置 search_web.py 脚本进行联网搜索问答,准备清晰具体的问题。”

— description from SKILL.md by huangruiteng
MITAuto-check passed

Install Search Web

skills CLI
$ npx skills add huangruiteng/CS-Notes --skill search-web -a claude-code

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

GitHub CLI
$ gh skill install huangruiteng/CS-Notes search-web --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/huangruiteng/CS-Notes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.trae/openclaw-skills/search-web .claude/skills/search-web && 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
search-web
GitHub stars
4k
Token cost
~161 tokens
SKILL.md length
34 words
Files
3 (incl. scripts)
Skills in repo
39
Repo updated
First seen
Licence
MIT

At a glance

  • Works in 3 steps: 准备清晰具体的问题。 → 运行脚本 python scripts/search_web.py… → 脚本将返回智能体的回答内容,包括参考来源、追问建议等。
  • SKILL.md covers 适用场景, 使用步骤, 输出格式 and 示例, plus 1 more section
  • Runs Python scripts from its folder; calls python

About this skill

Search Web is a skill in huangruiteng/CS-Notes (4k stars). Its SKILL.md is about 161 tokens, with 2 other files in the folder (scripts). Licence: MIT.

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. 准备清晰具体的问题。
  2. 运行脚本 python scripts/search_web.py ""。运行之前cd到对应的目录。
  3. 脚本将返回智能体的回答内容,包括参考来源、追问建议等。

What it can do on your machine

Read from SKILL.md and the folder at commit f7b4e92. 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/ (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

Search Web loads about 161 tokens when it runs. Until then it costs about 13 tokens; SKILL.md has 34 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~13
When it runs · the whole SKILL.md, loaded when a task matches
~161

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

The full file from huangruiteng/CS-Notes at commit f7b4e92, republished under its MIT licence (© huangruiteng). 34 words, ~161 tokens.

Download SKILL.mdSave it as .claude/skills/search-web/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
search-web
description
使用内置 search_web.py 脚本进行联网搜索问答,准备清晰具体的问题。

Search Web

适用场景

当需要联网搜索信息并获取智能体回答时使用该技能。支持搜索网络、获取参考资料、富媒体卡片数据,实现追问、引用角标、图文混排、百科划线词等高级功能。

使用步骤

  1. 准备清晰具体的问题。
  2. 运行脚本 python scripts/search_web.py "<question>"。运行之前cd到对应的目录。
  3. 脚本将返回智能体的回答内容,包括参考来源、追问建议等。

输出格式

  • 输出智能体的回答内容。
  • 显示参考来源(URL、标题、发布时间等)。
  • 显示追问建议(如有)。
  • 显示 Token 使用情况。
  • 若调用失败,将打印错误信息。

示例

bash
python scripts/search_web.py "荣耀手机的最新动态"

高级功能

该技能支持以下高级功能(需在控制台开启):

  • 引用角标:在回答中插入引用标记 [ref_x] 指示文本来源
  • 图文/视频混排:在输出中穿插图片或视频
  • 百科划线词:自动将百科词条以下划线超链接形式呈现
  • 追问建议:提供相关追问建议
  • 深度思考模式:通过设置 model=thinking 开启

© huangruiteng, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in .trae/openclaw-skills/search-web of huangruiteng/CS-Notes.

  • SKILL.md
  • README.md
  • scripts/search_web.py

Open the folder on GitHubat commit f7b4e92

Compare with similar skills

Search Web next to the 4 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.

Search Web compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Search Web this skillhuangruiteng/CS-Notes4k—~161Automated safety check: PassMIT
Zui Buildeasysoft/zui2.8k—~1.4kAutomated safety check: PassMIT
Funboost Faas Deployydf0509/funboost895—~956Automated safety check: PassNone
Image Generatehuangruiteng/CS-Notes4k1 repos~132Automated safety check: PassMIT
Link Readerhuangruiteng/CS-Notes4k—~124Automated safety check: PassApache-2.0

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Questions about Search Web

How do I install Search Web in Claude Code?

Run `npx skills add huangruiteng/CS-Notes --skill search-web -a claude-code`. Or copy the skill folder (.trae/openclaw-skills/search-web in huangruiteng/CS-Notes) into .claude/skills/search-web in your project. Claude Code loads it when a task matches its description.

How do I install Search Web in Codex?

Run `npx skills add huangruiteng/CS-Notes --skill search-web -a codex`. Or copy the skill folder (.trae/openclaw-skills/search-web in huangruiteng/CS-Notes) into .agents/skills/search-web in your project. Codex loads it when a task matches its description.

Can I use Search Web 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 huangruiteng/CS-Notes --skill search-web -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/search-web, .gemini/skills/search-web, .github/skills/search-web and .opencode/skills/search-web in your project.

What does Search Web need to run?

Going by SKILL.md and its folder, Search Web needs Python for the scripts in its folder and the command-line tools its instructions call (python).

Does Search Web 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 Search Web 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 Search Web use?

Search Web is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Search Web use?

About 161 tokens (SKILL.md is roughly 644 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Search Web?

Skills that share tags, products or a category with Search Web: Zui Build (easysoft/zui, 2.8k stars), Funboost Faas Deploy (ydf0509/funboost, 895 stars), Image Generate (huangruiteng/CS-Notes, 4k stars) and Link Reader (huangruiteng/CS-Notes, 4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Search Web?

huangruiteng (a GitHub user) maintains it in huangruiteng/CS-Notes, which has 4,001 GitHub stars. The repository holds 39 skills in this directory. The repository was last updated on October 8, 2026.

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