Agent skill

Web Search

by jwynia in jwynia/agent-skills

Search the web using the agent's built-in WebSearch tool. An agent skill from jwynia/agent-skills.

MITAuto-check passedProductivity & Automation

Install Web Search

skills CLI
$ npx skills add jwynia/agent-skills --skill web-search -a claude-code

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

GitHub CLI
$ gh skill install jwynia/agent-skills 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/jwynia/agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/general/research/tools/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
170
Token cost
~764 tokens
SKILL.md length
325 words
Files
1
Skills in repo
111
Repo updated
First seen
Licence
MIT

At a glance

Search the web using the agent's built-in WebSearch tool. An agent skill from jwynia/agent-skills.

  • Works in 4 steps: Initial results are too broad → Refine… → Looking for multiple perspectives →… → Verifying facts → Search for… → …
  • You need to find current information
  • SKILL.md covers When to Use This Skill, How to Search, Output Handling and Limitations, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Web Search is an agent skill from jwynia/agent-skills. Search the web using the agent's built-in WebSearch tool. Use when you need to find current information, verify facts, or research topics. No API key required. Keywords: search, web, internet, lookup, find, research, current events, facts.

Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Works with any agent that has WebSearch capability

It sits in Productivity & Automation, covering Web search. It works with Tavily. The licence is MIT.

When your agent uses it

  • You need to find current information
  • Research topics

Example prompts

  • “/web-search”

Requirements

  • Compatibility (from SKILL.md): Works with any agent that has WebSearch capability

Workflow steps

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

  1. Initial results are too broad → Refine with more specific terms
  2. Looking for multiple perspectives → Search different phrasings
  3. Verifying facts → Search for corroborating sources
  4. Deep research → Start broad, then drill into specifics

What it can do on your machine

Read from SKILL.md and the folder at commit e02ec7e. 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.

    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.

  • Compatibility

    Works with any agent that has WebSearch capability

    From compatibility in the SKILL.md frontmatter.

Context cost

Web Search loads about 764 tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 325 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~764

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

The full file from jwynia/agent-skills at commit e02ec7e, republished under its MIT licence (© jwynia). 325 words, ~764 tokens.

Download SKILL.mdSave it as .claude/skills/web-search/SKILL.md (or your agent's skills folder).
name
web-search
description
Search the web using the agent's built-in WebSearch tool. Use when you need to find current information, verify facts, or research topics. No API key required. Keywords: search, web, internet, lookup, find, research, current events, facts.
compatibility
Works with any agent that has WebSearch capability
license
MIT
metadata.author
jwynia
metadata.version
1.0
metadata.type
utility
metadata.mode
generative
metadata.domain
research

Search the web using the agent's built-in WebSearch capability. No external API keys required.

When to Use This Skill

Use this skill when:

  • You need to find current information not in your training data
  • The user asks about recent events, news, or updates
  • You need to verify facts or find sources
  • Research requires real-time web data

Do NOT use this skill when:

  • Information is already in your knowledge base
  • You're working with local files or code
  • You need advanced filtering (use web-search-tavily instead)
  • A more specific research skill applies

Use the agent's built-in WebSearch tool directly. The tool accepts a query string and returns relevant web results.

Simply invoke WebSearch with your query:

Query: "React 19 new features"
Effective Query Strategies

Be specific and include context:

  • Bad: "react hooks"
  • Good: "React 19 useActionState hook tutorial"

Include the year for current information:

  • Bad: "best TypeScript practices"
  • Good: "TypeScript best practices 2025"

Use domain-specific terms:

  • Bad: "how to make website fast"
  • Good: "web performance optimization Core Web Vitals"
When to Search Multiple Times

Search iteratively when:

  1. Initial results are too broad → Refine with more specific terms
  2. Looking for multiple perspectives → Search different phrasings
  3. Verifying facts → Search for corroborating sources
  4. Deep research → Start broad, then drill into specifics

Output Handling

After receiving search results:

  1. Cite sources - Always include URLs when sharing information
  2. Synthesize - Combine information from multiple results
  3. Verify - Cross-reference claims across sources
  4. Date-check - Note publication dates for time-sensitive information
Source Attribution Format

When sharing information from search results:

According to [Source Name](URL), ...

Sources:
- [Title 1](url1)
- [Title 2](url2)

Limitations

  • Results depend on the agent's WebSearch implementation
  • Cannot access paywalled or login-required content
  • May not have the most recent information (depends on indexing)
  • No domain filtering or relevance scoring (use web-search-tavily for these features)
  • web-search-tavily - Advanced search with API key, domain filtering, and relevance scores
  • research-workflow - Structured research with planning and synthesis
  • fact-check - Verify specific claims against sources
  • claim-investigation - Investigate viral claims and social media content

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

Files

Just SKILL.md in skills/general/research/tools/web-search of jwynia/agent-skills.

Open the folder on GitHubat commit e02ec7e

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 skilljwynia/agent-skills170—~764Automated safety check: PassMIT
Ultimate Searchckckck/UltimateSearchSkill289—~944Automated safety check: NotesMIT
Web SearchEXboys/skilllite1702 repos~1kAutomated safety check: PassMIT
Mysearchskernelx/MySearch-Proxy159—~3kAutomated safety check: NotesNone
Tavilyopenclaw/openclaw392k2 repos~1.2kAutomated safety check: PassMIT
Web Search Plus Plugin V2robbyczgw-cla/web-search-plus-plugin101—~1.9kAutomated safety check: NotesMIT

Similar skills

  • Ultimate Search

    ckckck/UltimateSearchSkill

    双引擎网络搜索:Grok AI 搜索(实时联网+AI分析)+ Tavily 搜索(结构化结果+网页抓取). An agent skill from ckckck/UltimateSearchSkill.

    289 GitHub stars~944 tokensUpdated 6 mo ago
    Productivity & AutomationAuto-check: notes
  • Web Search

    EXboys/skilllite

    Web search and content extraction with Tavily and Exa via inference.sh CLI.

    170 GitHub starsUsed in 2 repos~1k tokens
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  • Mysearch

    skernelx/MySearch-Proxy

    Install, verify, debug, and use MySearch MCP/Skill. An agent skill from skernelx/MySearch-Proxy.

    159 GitHub stars~3k tokensUpdated 6 mo ago
    Productivity & AutomationAuto-check: notes
  • Tavily

    openclaw/openclaw

    Tavily web search, content extraction, and research tools. An agent skill from openclaw/openclaw.

    392k GitHub starsUsed in 2 repos~1.2k tokens
    Productivity & AutomationAuto-check passed
  • Web Search Plus Plugin V2

    robbyczgw-cla/web-search-plus-plugin

    OpenClaw plugin for source-only Routing v2 multi-provider search, completion-order Research with quality quorum and attributed provenance, heading-aware extraction spans, Tavily-first extraction…

    101 GitHub stars~1.9k tokensUpdated 16 days ago
    Productivity & AutomationAuto-check: notes
  • Tavily Hikari Best Practices

    IvanLi-CN/tavily-hikari

    Guide agents to use Tavily Hikari safely through tvly-hikari.

    362 GitHub stars~287 tokensUpdated 3 days ago
    Productivity & AutomationAuto-check passed

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Works with

Questions about Web Search

What does Web Search do?

Search the web using the agent's built-in WebSearch tool. An agent skill from jwynia/agent-skills. Web Search is an agent skill from jwynia/agent-skills. Search the web using the agent's built-in WebSearch tool.

When should I use Web Search?

Web Search fits situations like: you need to find current information; research topics.

How do I install Web Search in Claude Code?

Run `npx skills add jwynia/agent-skills --skill web-search -a claude-code`. Or copy the skill folder (skills/general/research/tools/web-search in jwynia/agent-skills) 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 jwynia/agent-skills --skill web-search -a codex`. Or copy the skill folder (skills/general/research/tools/web-search in jwynia/agent-skills) 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 jwynia/agent-skills --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. Compatibility (from SKILL.md): Works with any agent that has WebSearch capability.

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 is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Web Search use?

About 764 tokens (SKILL.md is roughly 3.1k 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: Ultimate Search (ckckck/UltimateSearchSkill, 289 stars), Web Search (EXboys/skilllite, 170 stars), Mysearch (skernelx/MySearch-Proxy, 159 stars) and Tavily (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Web Search?

jwynia (a GitHub user) maintains it in jwynia/agent-skills, which has 170 GitHub stars. The repository holds 111 skills in this directory. The repository was last updated on February 24, 2026.

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