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.
Tavily web search, content extraction, and research tools. An agent skill from openclaw/openclaw.
$ npx skills add openclaw/openclaw --skill tavily -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install openclaw/openclaw tavily --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "tavily" agent skill from https://github.com/openclaw/openclaw/tree/main/extensions/tavily/skills/tavily into .claude/skills/tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/openclaw/openclaw/tree/main/extensions/tavily/skills/tavilyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add openclaw/openclaw --skill tavily -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install openclaw/openclaw tavily --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openclaw/openclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/extensions/tavily/skills/tavily .agents/skills/tavily && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tavily" agent skill from https://github.com/openclaw/openclaw/tree/main/extensions/tavily/skills/tavily into .agents/skills/tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add openclaw/openclaw --skill tavily -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install openclaw/openclaw tavily --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openclaw/openclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/extensions/tavily/skills/tavily .cursor/skills/tavily && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tavily" agent skill from https://github.com/openclaw/openclaw/tree/main/extensions/tavily/skills/tavily into .cursor/skills/tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/openclaw/openclaw.git --path extensions/tavily/skills/tavily--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add openclaw/openclaw --skill tavily -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install openclaw/openclaw tavily --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openclaw/openclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/extensions/tavily/skills/tavily .gemini/skills/tavily && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tavily" agent skill from https://github.com/openclaw/openclaw/tree/main/extensions/tavily/skills/tavily into .gemini/skills/tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install openclaw/openclaw tavilyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add openclaw/openclaw --skill tavily -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/openclaw/openclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/extensions/tavily/skills/tavily .github/skills/tavily && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tavily" agent skill from https://github.com/openclaw/openclaw/tree/main/extensions/tavily/skills/tavily into .github/skills/tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add openclaw/openclaw --skill tavily -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install openclaw/openclaw tavily --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openclaw/openclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/extensions/tavily/skills/tavily .opencode/skills/tavily && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tavily" agent skill from https://github.com/openclaw/openclaw/tree/main/extensions/tavily/skills/tavily into .opencode/skills/tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
tavilyTavily 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.
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.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit f8e594e. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
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.
The full file from openclaw/openclaw at commit f8e594e, republished under its MIT licence (© openclaw). 421 words, ~1,215 tokens.
.claude/skills/tavily/SKILL.md (or your agent's skills folder).| Need | Tool | When |
|---|---|---|
| Quick web search | web_search | Basic queries, no special options needed |
| Search with advanced options | tavily_search | Need depth, topic, domain filters, time ranges, or AI answers |
| Extract content from URLs | tavily_extract | Have 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.
| Parameter | Description |
|---|---|
query | Search query string |
count | Number of results (1-20) |
Use when you need fine-grained control over search behavior.
| Parameter | Description |
|---|---|
query | Search query string (keep under 400 characters) |
search_depth | basic (default, balanced) or advanced (highest relevance, slower) |
topic | general (default), news (real-time updates), or finance |
max_results | Number of results, 1-20 (default: 5) |
include_answer | Include an AI-generated answer summary (default: false) |
time_range | Filter by recency: day, week, month, or year |
include_domains | Array of domains to restrict results to |
exclude_domains | Array of domains to exclude from results |
| Depth | Speed | Relevance | Best for |
|---|---|---|---|
basic | Faster | High | General-purpose queries (default) |
advanced | Slower | Highest | Precision, specific facts, detailed research |
include_domains to focus on trusted sources.time_range for recent information (news, current events).include_answer when you need a quick synthesized answer.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.
| Parameter | Description |
|---|---|
urls | Array of URLs to extract (1-20 per request) |
query | Rerank extracted chunks by relevance to this query |
extract_depth | basic (default, fast) or advanced (for JS-heavy pages, tables) |
chunks_per_source | Chunks per URL, 1-5 (requires query) |
include_images | Include image URLs in results (default: false) |
| Depth | When to use |
|---|---|
basic | Simple pages — try this first |
advanced | JS-rendered SPAs, dynamic content, tables, embedded content |
query + chunks_per_source to get only relevant content instead of full pages.basic first, fall back to advanced if content is missing or incomplete.tavily_search results already contain the snippets you need, skip the extract step.Follow this escalation pattern — start simple, escalate only when needed:
web_search — Quick lookup, no special options needed.tavily_search — Need depth control, topic filtering, domain filters, time ranges, or AI answers.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
Just SKILL.md in extensions/tavily/skills/tavily of openclaw/openclaw.
Open the folder on GitHubat commit f8e594e
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.
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tavily this skillopenclaw/openclaw | 392k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Ultimate Searchckckck/UltimateSearchSkill | 289 | — | ~944 | Automated safety check: Notes | MIT | |
| Web SearchEXboys/skilllite | 170 | 2 repos | ~1k | Automated safety check: Pass | MIT | |
| Mysearchskernelx/MySearch-Proxy | 159 | — | ~3k | Automated safety check: Notes | None | |
| Web Search Plus Plugin V2robbyczgw-cla/web-search-plus-plugin | 101 | — | ~1.9k | Automated safety check: Notes | MIT | |
| Tavily Hikari Best PracticesIvanLi-CN/tavily-hikari | 362 | — | ~287 | Automated safety check: Pass | MIT |
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.
EXboys/skilllite
Web search and content extraction with Tavily and Exa via inference.sh CLI.
skernelx/MySearch-Proxy
Install, verify, debug, and use MySearch MCP/Skill. An agent skill from skernelx/MySearch-Proxy.
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…
IvanLi-CN/tavily-hikari
Guide agents to use Tavily Hikari safely through tvly-hikari.
IvanLi-CN/tavily-hikari
Run Tavily CLI workflows through a configured Tavily Hikari deployment.
openclaw/openclaw
Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.
openclaw/openclaw
Maintain the canonical live OpenClaw main checkout, macOS LaunchAgent-managed Gateway, local macOS app, exact-head main CI, and recurring full release validation.
openclaw/openclaw
Feishu document read/write workflows. An agent skill from openclaw/openclaw.
openclaw/openclaw
Control tmux sessions/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.
openclaw/openclaw
Review, triage, repair, or land OpenClaw issues and pull requests with current-source evidence and the native maintainer workflow.
openclaw/openclaw
A skill your agent uses when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.
Works with
Categories
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.
Tavily fits situations like: tasks that involve Web search.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Tavily is instructions for the agent only.
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.
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.
Tavily is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
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.
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.
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.