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.
AI-optimized web search via Tavily API when no URL is provided.
$ npx skills add Mathews-Tom/armory --skill tavily -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Mathews-Tom/armory 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/Mathews-Tom/armory.git skills-src && mkdir -p .claude/skills && cp -r skills-src/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/Mathews-Tom/armory/tree/main/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/Mathews-Tom/armory/tree/main/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 Mathews-Tom/armory --skill tavily -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Mathews-Tom/armory tavily --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Mathews-Tom/armory.git skills-src && mkdir -p .agents/skills && cp -r skills-src/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/Mathews-Tom/armory/tree/main/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 Mathews-Tom/armory --skill tavily -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Mathews-Tom/armory tavily --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Mathews-Tom/armory.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/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/Mathews-Tom/armory/tree/main/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/Mathews-Tom/armory.git --path 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 Mathews-Tom/armory --skill tavily -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Mathews-Tom/armory tavily --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Mathews-Tom/armory.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/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/Mathews-Tom/armory/tree/main/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 Mathews-Tom/armory 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 Mathews-Tom/armory --skill tavily -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Mathews-Tom/armory.git skills-src && mkdir -p .github/skills && cp -r skills-src/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/Mathews-Tom/armory/tree/main/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 Mathews-Tom/armory --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 Mathews-Tom/armory tavily --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Mathews-Tom/armory.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/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/Mathews-Tom/armory/tree/main/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.
tavilyAI-optimized web search via Tavily API when no URL is provided.
Tavily is an agent skill from Mathews-Tom/armory. AI-optimized web search via Tavily API when no URL is provided. Returns clean AI-ready snippets for current info and news. Triggers on: "search the web", "look up online", "find recent information", "web search". NOT for known URLs, use web-fetch.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts (for example `evals/cases.yaml`).
It sits in Productivity & Automation, covering Web search. It works with Tavily. The repository describes itself as: Curated, production-grade skills for AI coding agents. Battle-tested workflows for developers who use AI seriously. The licence is MIT.
Read from SKILL.md and the folder at commit 4594fb7. 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 2 files in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
nodeFrom 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:
source.comAlso 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.
Tavily loads about 1.5k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 500 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 Mathews-Tom/armory at commit 4594fb7, republished under its MIT licence (© Mathews-Tom). 500 words, ~1,504 tokens.
.claude/skills/tavily/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Web search and URL content extraction powered by Tavily API. Returns clean, structured results optimized for AI consumption — no HTML noise, no cookie banners, no pagination.
| Situation | Tool | Reason |
|---|---|---|
| Need current information on a topic | search.mjs | Tavily aggregates and ranks live results |
| Need news from the last N days | search.mjs --topic news --days N | News mode filters recency |
| Have a specific URL, need full text | extract.mjs | Extracts clean article content from URL |
| Need documentation for a library | search.mjs --deep | Deep mode covers docs sites thoroughly |
| Need a static resource already known | direct fetch or read | Skip Tavily if no live lookup needed |
| Need multiple competing perspectives | search.mjs -n 10 | Increase result count for breadth |
Both scripts exist at scripts/ and require TAVILY_API_KEY in the environment.
scripts/search.mjs — query-based web searchscripts/extract.mjs — full content extraction from a URLnode {baseDir}/scripts/search.mjs "query"
node {baseDir}/scripts/search.mjs "query" -n 10
node {baseDir}/scripts/search.mjs "query" --deep
node {baseDir}/scripts/search.mjs "query" --topic news
node {baseDir}/scripts/search.mjs "query" --topic news --days 3| Option | Default | Description |
|---|---|---|
-n <count> | 5 | Number of results to return (max: 20). Increase for broader coverage. |
--deep | off | Advanced search mode — slower but more comprehensive. Use for complex research questions, technical deep-dives, or when standard results are insufficient. |
--topic <topic> | general | general for standard search; news for current events filtered by recency. |
--days <n> | — | Only valid with --topic news. Limits results to articles published in the last n days. |
node {baseDir}/scripts/extract.mjs "https://example.com/article"Use when you already have a URL and need the full page content — Tavily strips navigation, ads, and boilerplate, returning structured article text.
Search results return a JSON array. Each result contains:
[
{
"title": "Article or page title",
"url": "https://source.com/path",
"content": "Clean text snippet (AI-optimized excerpt)",
"score": 0.92
}
]score is Tavily's relevance ranking (0–1). Higher is more relevant. When parsing results,
use content for summarization and url for attribution. Do not treat content as the full
article — use extract.mjs on the URL if complete text is needed.
Extract output returns a single object:
{
"url": "https://source.com/path",
"raw_content": "Full extracted page text..."
}| Error | Cause | Resolution |
|---|---|---|
TAVILY_API_KEY not set | Environment variable missing | Set TAVILY_API_KEY before running. Get a key at https://tavily.com |
401 Unauthorized | Invalid API key | Verify the key value; regenerate at Tavily dashboard if needed |
429 Too Many Requests | Rate limit hit | Reduce request frequency; free tier allows 1000 API credits/month |
Empty results array [] | No matches found | Broaden or rephrase the query; try --deep for niche topics |
ETIMEDOUT / timeout | Network or API latency | Retry once; --deep searches take longer (up to 30s) |
| Extract returns empty content | Page blocks scrapers | Use a different source or fall back to a manual fetch approach |
--deep costs more.general mode. Use --topic news for recency-sensitive queries.© Mathews-Tom, 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 3 other files (scripts) in skills/tavily of Mathews-Tom/armory.
Open the folder on GitHubat commit 4594fb7
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 skillMathews-Tom/armory | 328 | — | ~1.5k | 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 | — | ~1.9k | 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.
Mathews-Tom/armory
Architecture reviews across 7 dimensions (structural, scalability, enterprise readiness, performance, security, ops, data) with scored reports.
Mathews-Tom/armory
Turn concepts into static HTML visuals exported as PNG or SVG files via HTML/CSS/SVG.
Mathews-Tom/armory
A skill your agent uses when analyzing an existing video URL or local recording: "watch this video", "analyze youtube video", "summarize this video", "youtube transcript", "find this moment", "what…
Mathews-Tom/armory
Deep code simplification and refactoring preserving behavior across Python, Go, TypeScript, Rust.
Mathews-Tom/armory
Turn concepts into animated explainer videos using Manim (Python) with MP4/GIF output, audio overlay, multi-scene composition.
Mathews-Tom/armory
Maps the unresolved architecture, policy, and scope decisions that must be answered before planning can start: one durable decision ticket per question on the issue tracker, typed and blocker-linked…
Works with
Categories
AI-optimized web search via Tavily API when no URL is provided. Tavily is an agent skill from Mathews-Tom/armory. AI-optimized web search via Tavily API when no URL is provided.
Tavily fits situations like: : search the web; find recent information.
Run `npx skills add Mathews-Tom/armory --skill tavily -a claude-code`. Or copy the skill folder (skills/tavily in Mathews-Tom/armory) into .claude/skills/tavily in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Mathews-Tom/armory --skill tavily -a codex`. Or copy the skill folder (skills/tavily in Mathews-Tom/armory) 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 Mathews-Tom/armory --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.
Going by SKILL.md and its folder, Tavily needs JavaScript for the scripts in its folder, the command-line tools its instructions call (node) and credentials named TAVILY_API_KEY. Our summary lists: Node.js; A credential in TAVILY_API_KEY.
SKILL.md names 2 domains. In commands or code: source.com; 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.
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 1.5k tokens (SKILL.md is roughly 6k 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 Tavily (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Mathews-Tom (a GitHub user) maintains it in Mathews-Tom/armory, which has 328 GitHub stars. The repository holds 80 skills in this directory. The repository was last updated on October 6, 2026.
Source: Mathews-Tom/armory on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.