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.
Search the web using Tavily API for high-quality, AI-optimized results with advanced filtering options.
$ npx skills add jwynia/agent-skills --skill web-search-tavily -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jwynia/agent-skills web-search-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/jwynia/agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/general/research/tools/web-search-tavily .claude/skills/web-search-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 "web-search-tavily" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/general/research/tools/web-search-tavily into .claude/skills/web-search-tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-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/jwynia/agent-skills/tree/main/skills/general/research/tools/web-search-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 jwynia/agent-skills --skill web-search-tavily -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jwynia/agent-skills web-search-tavily --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/general/research/tools/web-search-tavily .agents/skills/web-search-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 "web-search-tavily" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/general/research/tools/web-search-tavily into .agents/skills/web-search-tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-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 jwynia/agent-skills --skill web-search-tavily -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jwynia/agent-skills web-search-tavily --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/general/research/tools/web-search-tavily .cursor/skills/web-search-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 "web-search-tavily" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/general/research/tools/web-search-tavily into .cursor/skills/web-search-tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-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/jwynia/agent-skills.git --path skills/general/research/tools/web-search-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 jwynia/agent-skills --skill web-search-tavily -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jwynia/agent-skills web-search-tavily --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/general/research/tools/web-search-tavily .gemini/skills/web-search-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 "web-search-tavily" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/general/research/tools/web-search-tavily into .gemini/skills/web-search-tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-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 jwynia/agent-skills web-search-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 jwynia/agent-skills --skill web-search-tavily -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/general/research/tools/web-search-tavily .github/skills/web-search-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 "web-search-tavily" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/general/research/tools/web-search-tavily into .github/skills/web-search-tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-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 jwynia/agent-skills --skill web-search-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 jwynia/agent-skills web-search-tavily --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/general/research/tools/web-search-tavily .opencode/skills/web-search-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 "web-search-tavily" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/general/research/tools/web-search-tavily into .opencode/skills/web-search-tavily/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-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.
web-search-tavilySearch the web using Tavily API for high-quality, AI-optimized results with advanced filtering options.
Web Search Tavily is an agent skill from jwynia/agent-skills. Search the web using Tavily API for high-quality, AI-optimized results with advanced filtering options. Use when you need structured search results, domain filtering, relevance scores, or AI-generated answer summaries. Requires TAVILYAPIKEY. Keywords: tavily, advanced search, filtered search, domain filtering, relevance scoring.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/search.ts`). Compatibility notes: Requires TAVILYAPIKEY environment variable and internet access
It sits in Productivity & Automation, covering Web search. It works with Tavily. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e02ec7e. 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.
Ships 1 file in scripts/ (TypeScript), which the agent can run.
Shell commands in SKILL.md call:
denoFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
react.devAlso links to:
tavily.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
TAVILY_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires TAVILY_API_KEY environment variable and internet access
From compatibility in the SKILL.md frontmatter.
Web Search Tavily loads about 2k tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 684 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); the scripts in this folder are not scanned.
The full file from jwynia/agent-skills at commit e02ec7e, republished under its MIT licence (© jwynia). 684 words, ~1,960 tokens.
.claude/skills/web-search-tavily/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Search the web using Tavily's AI-optimized search API. Returns high-quality, structured results with relevance scores and optional AI-generated summaries.
Note: This skill requires a Tavily API key. For basic web search using the agent's built-in capability, see web-search.
Use this skill when:
Do NOT use this skill when:
Before using this skill, ensure:
Get a Tavily API key at: https://tavily.com
Run a simple search:
deno run --allow-env --allow-net=api.tavily.com scripts/search.ts "your search query"Example with AI-generated answer:
deno run --allow-env --allow-net=api.tavily.com scripts/search.ts "React 19 new features" --answerdeno run --allow-env --allow-net=api.tavily.com scripts/search.ts [options] "query"| Option | Description | Default |
|---|---|---|
--answer | Include AI-generated answer summary | false |
--depth <level> | Search depth: basic or advanced | basic |
--results <n> | Number of results to return | 5 |
--topic <type> | Topic type: general, news, or finance | general |
--time <range> | Time filter: day, week, month, or year | none |
--include <domains> | Only include these domains (comma-separated) | none |
--exclude <domains> | Exclude these domains (comma-separated) | none |
--raw | Include raw page content in results | false |
--json | Output as JSON (for programmatic use) | false |
--help | Show help message | - |
Filter results by recency:
Control which sites appear in results:
# Only search documentation sites
scripts/search.ts "React hooks" --include docs.react.dev,developer.mozilla.org
# Exclude social media
scripts/search.ts "AI news" --exclude twitter.com,reddit.com🔍 Search: "React 19 new features"
Found 5 results in 234ms
📝 AI Answer:
────────────────────────────────────────────────────────────
React 19 introduces several new features including...
────────────────────────────────────────────────────────────
1. React 19 Release Notes
https://react.dev/blog/2024/04/25/react-19
React 19 is now available on npm! This release includes...
Score: 0.987
2. What's New in React 19
https://example.com/react-19-features
A comprehensive overview of React 19's new features...
Score: 0.945{
"query": "React 19 new features",
"results": [
{
"title": "React 19 Release Notes",
"url": "https://react.dev/blog/2024/04/25/react-19",
"content": "React 19 is now available on npm...",
"score": 0.987,
"published_date": "2024-04-25"
}
],
"answer": "React 19 introduces several new features...",
"response_time": 234
}| Field | Type | Description |
|---|---|---|
title | string | Page title |
url | string | Source URL |
content | string | Relevant excerpt from the page |
score | number | Relevance score (0-1, higher is better) |
published_date | string | Publication date (if available) |
raw_content | string | Full page content (only with --raw) |
Scenario: Find recent news about a technology topic
scripts/search.ts "OpenAI GPT-5 announcement" --topic news --time week --answerExpected output: Recent news articles about GPT-5, with an AI-generated summary
Scenario: Find specific technical documentation
scripts/search.ts "Deno deploy edge functions tutorial" --depth advanced --results 10Expected output: Comprehensive results from documentation and tutorial sites
Scenario: Verify a specific claim or statistic
scripts/search.ts "world population 2024" --include un.org,worldbank.org,census.gov --jsonExpected output: JSON results from authoritative sources for programmatic verification
Scenario: Research market information
scripts/search.ts "NVIDIA stock analysis 2024" --topic finance --answerExpected output: Financial analysis and market data with AI summary
Symptoms: Script exits immediately with API key error
Solution:
export TAVILY_API_KEY="your-api-key-here"TAVILY_API_KEY="your-key" deno run --allow-env --allow-net=api.tavily.com scripts/search.ts "query"Symptoms: 401 authentication error
Solution:
Symptoms: 429 error response
Solution:
Symptoms: Empty results array
Solution:
--depth advanced for harder queriesThis skill has the following limitations:
© jwynia, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (scripts) in skills/general/research/tools/web-search-tavily of jwynia/agent-skills.
Open the folder on GitHubat commit e02ec7e
Web Search 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 |
|---|---|---|---|---|---|---|
| Web Search Tavily this skilljwynia/agent-skills | 170 | — | ~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 | |
| Tavilyopenclaw/openclaw | 392k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Web Search Plus Plugin V2robbyczgw-cla/web-search-plus-plugin | 101 | — | ~2k | Automated safety check: Notes | 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.
openclaw/openclaw
Tavily web search, content extraction, and research tools. An agent skill from openclaw/openclaw.
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.
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Works with
Categories
Search the web using Tavily API for high-quality, AI-optimized results with advanced filtering options. Web Search Tavily is an agent skill from jwynia/agent-skills. Search the web using Tavily API for high-quality, AI-optimized results with advanced filtering options.
Web Search Tavily fits situations like: you need structured search results; domain filtering; relevance scores; AI-generated answer summaries.
Run `npx skills add jwynia/agent-skills --skill web-search-tavily -a claude-code`. Or copy the skill folder (skills/general/research/tools/web-search-tavily in jwynia/agent-skills) into .claude/skills/web-search-tavily in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jwynia/agent-skills --skill web-search-tavily -a codex`. Or copy the skill folder (skills/general/research/tools/web-search-tavily in jwynia/agent-skills) into .agents/skills/web-search-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 jwynia/agent-skills --skill web-search-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/web-search-tavily, .gemini/skills/web-search-tavily, .github/skills/web-search-tavily and .opencode/skills/web-search-tavily in your project.
Going by SKILL.md and its folder, Web Search Tavily needs TypeScript for the scripts in its folder, the command-line tools its instructions call (deno) and credentials named TAVILY_API_KEY. Our summary lists: Node.js; A credential in TAVILY_API_KEY. Compatibility (from SKILL.md): Requires TAVILY_API_KEY environment variable and internet access.
SKILL.md names 2 domains. In commands or code: react.dev; the agent is likely to contact it when it follows the instructions. As links in the text: tavily.com. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Web Search Tavily is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 7.8k 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 Web Search Tavily: 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.
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.