Agent skill

Tavily

by openclaw in openclaw/openclaw

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

MITAuto-check passedProductivity & Automation

Install Tavily

skills CLI
$ npx skills add openclaw/openclaw --skill tavily -a claude-code

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

GitHub CLI
$ gh skill install openclaw/openclaw tavily --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/openclaw/openclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/extensions/tavily/skills/tavily .claude/skills/tavily && 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
tavily
GitHub stars
392k
Used in
2 other repos
Token cost
~1.2k tokens
SKILL.md length
421 words
Files
1
Skills in repo
96
Repo updated
First seen
Licence
MIT

At a glance

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

  • Works in 3 steps: web_search — Quick lookup, no special… → tavily_search — Need depth control,… → tavily_extract — Have specific URLs,…
  • Tasks that involve Web search
  • SKILL.md covers When to use which tool, web_search, tavily_search and tavily_extract, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

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

Its SKILL.md is about 1.2k 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 Tavily. The repository describes itself as: The AI that really does things. Any OS. Any Platform. The lobster way. 🦞. The licence is MIT.

When your agent uses it

  • Tasks that involve Web search

Example prompts

  • “/tavily”

Workflow steps

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

  1. web_search — Quick lookup, no special options needed.
  2. tavily_search — Need depth control, topic filtering, domain filters, time ranges, or AI answers.
  3. tavily_extract — Have specific URLs, need their full content or targeted chunks.

What it can do on your machine

Read from SKILL.md and the folder at commit f8e594e. 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.

Context cost

Tavily loads about 1.2k tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 421 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~16
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

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 openclaw/openclaw at commit f8e594e, republished under its MIT licence (© openclaw). 421 words, ~1,215 tokens.

Download SKILL.mdSave it as .claude/skills/tavily/SKILL.md (or your agent's skills folder).
name
tavily
description
Tavily web search, content extraction, and research tools.

Tavily Tools

When to use which tool

NeedToolWhen
Quick web searchweb_searchBasic queries, no special options needed
Search with advanced optionstavily_searchNeed depth, topic, domain filters, time ranges, or AI answers
Extract content from URLstavily_extractHave specific URLs, need their content

Tavily powers this automatically when selected as the search provider. Use for straightforward queries where you don't need Tavily-specific options.

ParameterDescription
querySearch query string
countNumber of results (1-20)

Use when you need fine-grained control over search behavior.

ParameterDescription
querySearch query string (keep under 400 characters)
search_depthbasic (default, balanced) or advanced (highest relevance, slower)
topicgeneral (default), news (real-time updates), or finance
max_resultsNumber of results, 1-20 (default: 5)
include_answerInclude an AI-generated answer summary (default: false)
time_rangeFilter by recency: day, week, month, or year
include_domainsArray of domains to restrict results to
exclude_domainsArray of domains to exclude from results
Search depth
DepthSpeedRelevanceBest for
basicFasterHighGeneral-purpose queries (default)
advancedSlowerHighestPrecision, specific facts, detailed research
Tips
  • Keep queries under 400 characters — think search query, not prompt.
  • Break complex queries into sub-queries for better results.
  • Use include_domains to focus on trusted sources.
  • Use time_range for recent information (news, current events).
  • Use include_answer when you need a quick synthesized answer.
Show full SKILL.md (202 more words)Show less

tavily_extract

Use when you have specific URLs and need their content. Handles JavaScript-rendered pages and returns clean markdown. Supports query-focused chunking for targeted extraction.

ParameterDescription
urlsArray of URLs to extract (1-20 per request)
queryRerank extracted chunks by relevance to this query
extract_depthbasic (default, fast) or advanced (for JS-heavy pages, tables)
chunks_per_sourceChunks per URL, 1-5 (requires query)
include_imagesInclude image URLs in results (default: false)
Extract depth
DepthWhen to use
basicSimple pages — try this first
advancedJS-rendered SPAs, dynamic content, tables, embedded content
Tips
  • Max 20 URLs per request — batch larger lists into multiple calls.
  • Use query + chunks_per_source to get only relevant content instead of full pages.
  • Try basic first, fall back to advanced if content is missing or incomplete.
  • If tavily_search results already contain the snippets you need, skip the extract step.

Choosing the right workflow

Follow this escalation pattern — start simple, escalate only when needed:

  1. web_search — Quick lookup, no special options needed.
  2. tavily_search — Need depth control, topic filtering, domain filters, time ranges, or AI answers.
  3. tavily_extract — Have specific URLs, need their full content or targeted chunks.

Combine search + extract when you need to find pages first, then get their full content.

© openclaw, 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 extensions/tavily/skills/tavily of openclaw/openclaw.

Open the folder on GitHubat commit f8e594e

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in openclaw/openclaw, which our catalogue first saw on October 8, 2026.

Compare with similar skills

Tavily 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.

Tavily compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tavily this skillopenclaw/openclaw392k2 repos~1.2kAutomated 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
Web Search Plus Plugin V2robbyczgw-cla/web-search-plus-plugin101—~1.9kAutomated safety check: NotesMIT
Tavily Hikari Best PracticesIvanLi-CN/tavily-hikari362—~287Automated safety check: PassMIT

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
    Productivity & AutomationAuto-check passed
  • 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
  • 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 15 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 2 days ago
    Productivity & AutomationAuto-check passed
  • Tavily Hikari CLI

    IvanLi-CN/tavily-hikari

    Run Tavily CLI workflows through a configured Tavily Hikari deployment.

    362 GitHub stars~285 tokensUpdated 2 days ago
    Productivity & AutomationAuto-check passed

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Works with

Questions about Tavily

What does Tavily do?

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

When should I use Tavily?

Tavily fits situations like: tasks that involve Web search.

How do I install Tavily in Claude Code?

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

How do I install Tavily in Codex?

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

Can I use Tavily 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 openclaw/openclaw --skill tavily -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tavily, .gemini/skills/tavily, .github/skills/tavily and .opencode/skills/tavily in your project.

What does Tavily need to run?

SKILL.md names no scripts, command-line tools or credentials: Tavily is instructions for the agent only.

Does Tavily 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 Tavily 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 Tavily use?

Tavily 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 Tavily use?

About 1.2k tokens (SKILL.md is roughly 4.9k 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 Tavily?

Skills that share tags, products or a category with Tavily: Ultimate Search (ckckck/UltimateSearchSkill, 289 stars), Web Search (EXboys/skilllite, 170 stars), Mysearch (skernelx/MySearch-Proxy, 159 stars) and Web Search Plus Plugin V2 (robbyczgw-cla/web-search-plus-plugin, 101 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tavily?

openclaw (a GitHub organization) maintains it in openclaw/openclaw, which has 391,504 GitHub stars. The repository holds 96 skills in this directory. The repository was last updated on October 9, 2026.

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