Agent skill

Web Search

by fastclaw-ai in fastclaw-ai/fastclaw

Search the web and fetch web pages. An agent skill from fastclaw-ai/fastclaw.

Custom licenceAuto-check passedProductivity & Automation

Install Web Search

skills CLI
$ npx skills add fastclaw-ai/fastclaw --skill web-search -a claude-code

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

GitHub CLI
$ gh skill install fastclaw-ai/fastclaw web-search --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/fastclaw-ai/fastclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/web-search .claude/skills/web-search && 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
web-search
GitHub stars
1.4k
Token cost
~294 tokens
SKILL.md length
82 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

Search the web and fetch web pages. An agent skill from fastclaw-ai/fastclaw.

  • The user asks to search for information
  • SKILL.md covers Using web_fetch Tool, Using exec with Python… and Guidelines
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Look something up

What it does

Web Search is an agent skill from fastclaw-ai/fastclaw. Search the web and fetch web pages. Use when the user asks to search for information, look something up, or fetch a URL.

Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Productivity & Automation, covering Web search. It works with Python. The repository describes itself as: Multi-Agent Framework.

When your agent uses it

  • The user asks to search for information
  • Look something up

Example prompts

  • “/web-search”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit d2ebed1. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are 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

Web Search loads about 294 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 82 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~294

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); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 82 words (~294 tokens).

“Search the web and fetch pages using the available tools.”

— opening of SKILL.md by fastclaw-ai, Custom licence
name
web-search

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/web-search of fastclaw-ai/fastclaw.

Open the folder on GitHubat commit d2ebed1

Compare with similar skills

Web Search 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.

Web Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Web Search this skillfastclaw-ai/fastclaw1.4k—~294Automated safety check: PassCustom licence
Duckduckgo SearchTommy-yw/RunbookHermes5463 repos~2.1kAutomated safety check: PassMIT
Deepsearchhuangruiteng/CS-Notes4k—~977Automated safety check: PassApache-2.0
Tavily SearchOpenMinis/MinisSkills446—~869Automated safety check: PassMIT
Ag2 Use Builtin Toolsag2ai/build-with-ag2252—~1.3kAutomated safety check: PassApache-2.0
Web Accessitwanger/PaiCLI-Python102—~183Automated safety check: PassMIT

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Works with

Questions about Web Search

What does Web Search do?

Search the web and fetch web pages. An agent skill from fastclaw-ai/fastclaw. Web Search is an agent skill from fastclaw-ai/fastclaw. Search the web and fetch web pages.

When should I use Web Search?

Web Search fits situations like: the user asks to search for information; look something up.

How do I install Web Search in Claude Code?

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

How do I install Web Search in Codex?

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

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

What does Web Search need to run?

SKILL.md names no scripts, command-line tools or credentials: Web Search is instructions for the agent only. Our summary lists: Python 3.

Does Web Search 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 Web Search 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. Review the folder before installing.

What licence does Web Search use?

Web Search has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Web Search use?

About 294 tokens (SKILL.md is roughly 1.2k 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 Web Search?

Skills that share tags, products or a category with Web Search: Duckduckgo Search (Tommy-yw/RunbookHermes, 546 stars), Deepsearch (huangruiteng/CS-Notes, 4k stars), Tavily Search (OpenMinis/MinisSkills, 446 stars) and Ag2 Use Builtin Tools (ag2ai/build-with-ag2, 252 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Web Search?

fastclaw-ai (a GitHub organization) maintains it in fastclaw-ai/fastclaw, which has 1,355 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 9, 2026.

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