Ag2 Use Builtin Tools
ag2ai/build-with-ag2
Wire AG2 beta's shipped tools into an Agent — both provider-native server-side tools (web search, web fetch, code execution, MCP, image generation, memory) and locally-executed common toolkits…
Use the Tavily Search API to perform web searches. An agent skill from OpenMinis/MinisSkills.
$ npx skills add OpenMinis/MinisSkills --skill tavily-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install OpenMinis/MinisSkills tavily-search --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/OpenMinis/MinisSkills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tavily-search .claude/skills/tavily-search && 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-search" agent skill from https://github.com/OpenMinis/MinisSkills/tree/main/tavily-search into .claude/skills/tavily-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily-search", 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/OpenMinis/MinisSkills/tree/main/tavily-searchType 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 OpenMinis/MinisSkills --skill tavily-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install OpenMinis/MinisSkills tavily-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenMinis/MinisSkills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tavily-search .agents/skills/tavily-search && 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-search" agent skill from https://github.com/OpenMinis/MinisSkills/tree/main/tavily-search into .agents/skills/tavily-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily-search", 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 OpenMinis/MinisSkills --skill tavily-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install OpenMinis/MinisSkills tavily-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenMinis/MinisSkills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tavily-search .cursor/skills/tavily-search && 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-search" agent skill from https://github.com/OpenMinis/MinisSkills/tree/main/tavily-search into .cursor/skills/tavily-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily-search", 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/OpenMinis/MinisSkills.git --path tavily-search--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 OpenMinis/MinisSkills --skill tavily-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install OpenMinis/MinisSkills tavily-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenMinis/MinisSkills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tavily-search .gemini/skills/tavily-search && 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-search" agent skill from https://github.com/OpenMinis/MinisSkills/tree/main/tavily-search into .gemini/skills/tavily-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily-search", 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 OpenMinis/MinisSkills tavily-searchInstalls 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 OpenMinis/MinisSkills --skill tavily-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/OpenMinis/MinisSkills.git skills-src && mkdir -p .github/skills && cp -r skills-src/tavily-search .github/skills/tavily-search && 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-search" agent skill from https://github.com/OpenMinis/MinisSkills/tree/main/tavily-search into .github/skills/tavily-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily-search", 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 OpenMinis/MinisSkills --skill tavily-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install OpenMinis/MinisSkills tavily-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenMinis/MinisSkills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tavily-search .opencode/skills/tavily-search && 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-search" agent skill from https://github.com/OpenMinis/MinisSkills/tree/main/tavily-search into .opencode/skills/tavily-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tavily-search", 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.
tavily-searchUse the Tavily Search API to perform web searches. An agent skill from OpenMinis/MinisSkills.
Tavily Search is an agent skill from OpenMinis/MinisSkills. Use the Tavily Search API to perform web searches. When users need to find the latest information, official documentation, news updates, tutorial links, policy changes, or any real-time facts, prioritize triggering this skill. Be sure to load this skill whenever information retrieval requests appear, such as "look this up," "latest," "now," "official website," "literature/paper/course entry point," or "is there a better solution?" It supports searching web pages and retrieving summaries and original links. This…
Its SKILL.md is about 870 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `evals/evals.json` and `scripts/search.py`).
It sits in Productivity & Automation, covering Web search. It works with Tavily and Python. The repository describes itself as: Skills collection for Minis. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ae8c5db. 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/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3From 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 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 Search loads about 869 tokens when it runs. Until then it costs about 160 tokens; SKILL.md has 273 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 OpenMinis/MinisSkills at commit ae8c5db, republished under its MIT licence (© OpenMinis). 273 words, ~869 tokens.
.claude/skills/tavily-search/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.This skill provides the ability to search the internet for information in real time, using the Tavily API to obtain high-quality web results, summaries, and links.
python3, Python package tavily-python.TAVILY_API_KEY must be set.If the environment variable is not configured, you can quickly set it using the following link:
If a dependency is missing from the environment, run:
python3 -m pip install tavily-pythonThis skill includes one core Python script that supports text and JSON output.
/var/minis/skills/tavily-search/scripts/search.py
# Basic search (default text output, including title/URL/summary)
python3 scripts/search.py "Python 3.13 New Features"
# Specify the number of results to return
python3 scripts/search.py "Shanghai Events This Week" --max 8
# Get JSON format (suitable for further processing by the model)
python3 scripts/search.py "Rust Web Framework" --format json
# Include the reference answer generated by the API (if any)
python3 scripts/search.py "What is RAG Technology" --include-answerquery (positional argument): Search keyword.--max: Number of results to return. Default is 5.--format: text (default) or json.--include-answer: Boolean switch. In text mode, displays the API-aggregated answer field.search.py to obtain context, then synthesize the answer.--format json and parse the results internally.minis_url: minis://skills/tavily-search/SKILL.md
© OpenMinis, 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 2 other files (scripts) in tavily-search of OpenMinis/MinisSkills.
Open the folder on GitHubat commit ae8c5db
Tavily 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tavily Search this skillOpenMinis/MinisSkills | 446 | — | ~869 | Automated safety check: Pass | MIT | |
| Ag2 Use Builtin Toolsag2ai/build-with-ag2 | 252 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Deepagents Python Quickstartlangchain-ai/langchain-skills | 1.3k | — | ~549 | Automated safety check: Notes | MIT | |
| Tavily Web Searchallenpeng0705/EnvoyMesh | 3.1k | 3 repos | ~2.5k | Automated safety check: Notes | None | |
| Tavily Search API Integrationandrewyng/context-hub | 14k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Web SearchEXboys/skilllite | 170 | 2 repos | ~1k | Automated safety check: Pass | MIT |
ag2ai/build-with-ag2
Wire AG2 beta's shipped tools into an Agent — both provider-native server-side tools (web search, web fetch, code execution, MCP, image generation, memory) and locally-executed common toolkits…
langchain-ai/langchain-skills
Scaffold a minimal local Deep Agent in Python by following the official quickstart, using provider-native web search instead of Tavily.
allenpeng0705/EnvoyMesh
Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content.
andrewyng/context-hub
Guides building Tavily integrations for web search, URL extraction, site crawling and AI-assisted research in Python or JavaScript agent and RAG projects.
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.
OpenMinis/MinisSkills
Automate Android apps that have no public API or web version by driving the UI layer through the Accessibility Service.
OpenMinis/MinisSkills
Install and run OpenAI Codex CLI inside the Minis/iSH Alpine sandbox on iOS, where rustls TLS and async sockets are broken.
OpenMinis/MinisSkills
Score a claim against the evidence behind it. An agent skill from OpenMinis/MinisSkills.
OpenMinis/MinisSkills
HyperFrames CLI and Minis rendering. An agent skill from OpenMinis/MinisSkills.
OpenMinis/MinisSkills
Predict when a person's brain works best from their sleep, using the WhenPeak performance-intelligence API, and turn it into concrete scheduling advice.
OpenMinis/MinisSkills
Generate a mobile-first, immersive, Amap(Gaode)-style custom landmark marker HTML map for travel itinerary planning, place showcasing, location sharing, etc.
Categories
Use the Tavily Search API to perform web searches. An agent skill from OpenMinis/MinisSkills. Tavily Search is an agent skill from OpenMinis/MinisSkills. Use the Tavily Search API to perform web searches.
Tavily Search fits situations like: tasks that involve Web search.
Run `npx skills add OpenMinis/MinisSkills --skill tavily-search -a claude-code`. Or copy the skill folder (tavily-search in OpenMinis/MinisSkills) into .claude/skills/tavily-search in your project. Claude Code loads it when a task matches its description.
Run `npx skills add OpenMinis/MinisSkills --skill tavily-search -a codex`. Or copy the skill folder (tavily-search in OpenMinis/MinisSkills) into .agents/skills/tavily-search 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 OpenMinis/MinisSkills --skill tavily-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/tavily-search, .gemini/skills/tavily-search, .github/skills/tavily-search and .opencode/skills/tavily-search in your project.
Going by SKILL.md and its folder, Tavily Search needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named TAVILY_API_KEY. Our summary lists: Python 3; A credential in TAVILY_API_KEY.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Tavily Search is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 869 tokens (SKILL.md is roughly 3.5k 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 Search: Ag2 Use Builtin Tools (ag2ai/build-with-ag2, 252 stars), Deepagents Python Quickstart (langchain-ai/langchain-skills, 1.3k stars), Tavily Web Search (allenpeng0705/EnvoyMesh, 3.1k stars) and Tavily Search API Integration (andrewyng/context-hub, 14k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
OpenMinis (a GitHub organization) maintains it in OpenMinis/MinisSkills, which has 446 GitHub stars. The repository holds 49 skills in this directory. The repository was last updated on October 7, 2026.
Source: OpenMinis/MinisSkills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.