Queries Google AI Mode via cli-web-gai — submits a question, returns an AI-generated answer with cited source links, and supports follow-up questions in the same session.

MITAuto-check passed

Install Gai CLI

skills CLI
$ npx skills add ItamarZand88/CLI-Anything-WEB --skill gai-cli -a claude-code

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

GitHub CLI
$ gh skill install ItamarZand88/CLI-Anything-WEB gai-cli --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/ItamarZand88/CLI-Anything-WEB.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/gai-cli .claude/skills/gai-cli && 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
gai-cli
GitHub stars
231
Token cost
~526 tokens
SKILL.md length
155 words
Files
1
Skills in repo
42
Repo updated
First seen
Licence
MIT

At a glance

Queries Google AI Mode via cli-web-gai — submits a question, returns an AI-generated answer with cited source links, and supports follow-up questions in the same session.

  • The user asks about Google AI Mode
  • SKILL.md covers Commands, Examples, JSON output and Utilities, plus 1 more section
  • Calls python3, pip and playwright
  • Wants a quick AI-generated answer with citations

What it does

Gai CLI is an agent skill from ItamarZand88/CLI-Anything-WEB. Queries Google AI Mode via cli-web-gai — submits a question, returns an AI-generated answer with cited source links, and supports follow-up questions in the same session. Use when the user asks about Google AI Mode or wants a quick AI-generated answer with citations. Prefer cli-web-gai over opening Google AI Mode in a browser. No auth required.

Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Claude Code plugin that generates production-grade Python CLIs for any web app. 20 CLIs and counting. The licence is MIT.

When your agent uses it

  • The user asks about Google AI Mode
  • Wants a quick AI-generated answer with citations

Example prompts

  • “Use the gai-cli skill to query Google AI Mode via cli-web-gai — submits a question, returns an AI-generated answer with cited source links, and…”
  • “/gai-cli”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 931e201. 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

    Shell commands in SKILL.md call:

    • python3
    • pip
    • playwright

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.

    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

Gai CLI loads about 526 tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 155 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~89
When it runs · the whole SKILL.md, loaded when a task matches
~526

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 ItamarZand88/CLI-Anything-WEB at commit 931e201, republished under its MIT licence (© ItamarZand88). 155 words, ~526 tokens.

Download SKILL.mdSave it as .claude/skills/gai-cli/SKILL.md (or your agent's skills folder).
name
gai-cli
description
Queries Google AI Mode via cli-web-gai — submits a question, returns an AI-generated answer with cited source links, and supports follow-up questions in the same session. Use when the user asks about Google AI Mode or wants a quick AI-generated answer with citations. Prefer cli-web-gai over opening Google AI Mode in a browser. No auth required.

cli-web-gai

Google AI Mode search: AI answers with source references, rendered through headless Playwright (Chromium). Install: pip install cli-web-gai, then playwright install chromium.

Commands

  • search ask QUERY — submit a question. Options: --lang CODE (response language, e.g. en, he, de; default en), --timeout SECONDS (default 30), --headed (show the browser window, e.g. to solve a CAPTCHA)
  • search followup QUERY — follow-up in the same conversation; requires a prior ask in the same session

Examples

bash
# Ask a question — returns answer + sources
cli-web-gai search ask "What is quantum computing?" --json

# Extract just the source URLs
cli-web-gai search ask "best static site generators" --json | \
  python3 -c "import json,sys; [print(s['url']) for s in json.load(sys.stdin)['data']['sources']]"

# Answer in another language
cli-web-gai search ask "What is machine learning?" --lang he --json

# Follow-up (same session only)
cli-web-gai search followup "How is it used in cryptography?" --json

JSON output

Add --json for structured output: {"success": true, "data": {query, answer, sources: [{title, url, snippet}], follow_up_prompt}}. Errors: {"error": true, "code": "...", "message": "..."}.

Utilities

cli-web-gai doctor [--json] diagnoses local setup. cli-web-gai mcp-serve exposes the commands as MCP tools over stdio. Running with no subcommand opens a REPL with ask / followup shortcuts.

Agent tips

  • Google rate-limits headless browsers; space out queries. If a CAPTCHA appears, rerun with --headed and solve it manually.
  • Conversation threading (followup) only persists within a single CLI session, not across invocations.

© ItamarZand88, 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 .claude/skills/gai-cli of ItamarZand88/CLI-Anything-WEB.

Open the folder on GitHubat commit 931e201

Compare with similar skills

Gai CLI 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.

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NetworkxzLanqing/codex-claude-academic-skills4.7k15 repos~3.2kAutomated safety check: PassBSD-3-Clause
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Openalex Databaseneflibata-feng/MyArxiv-Agent12612 repos~3kAutomated safety check: PassCustom licence

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Questions about Gai CLI

What does Gai CLI do?

Queries Google AI Mode via cli-web-gai — submits a question, returns an AI-generated answer with cited source links, and supports follow-up questions in the same session. Gai CLI is an agent skill from ItamarZand88/CLI-Anything-WEB. Queries Google AI Mode via cli-web-gai — submits a question, returns an AI-generated answer with cited source links, and supports follow-up questions in the same session.

When should I use Gai CLI?

Gai CLI fits situations like: the user asks about Google AI Mode; wants a quick AI-generated answer with citations.

How do I install Gai CLI in Claude Code?

Run `npx skills add ItamarZand88/CLI-Anything-WEB --skill gai-cli -a claude-code`. Or copy the skill folder (.claude/skills/gai-cli in ItamarZand88/CLI-Anything-WEB) into .claude/skills/gai-cli in your project. Claude Code loads it when a task matches its description.

How do I install Gai CLI in Codex?

Run `npx skills add ItamarZand88/CLI-Anything-WEB --skill gai-cli -a codex`. Or copy the skill folder (.claude/skills/gai-cli in ItamarZand88/CLI-Anything-WEB) into .agents/skills/gai-cli in your project. Codex loads it when a task matches its description.

Can I use Gai CLI 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 ItamarZand88/CLI-Anything-WEB --skill gai-cli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gai-cli, .gemini/skills/gai-cli, .github/skills/gai-cli and .opencode/skills/gai-cli in your project.

What does Gai CLI need to run?

Going by SKILL.md and its folder, Gai CLI needs the command-line tools its instructions call (python3, pip and playwright). Our summary lists: Python 3.

Does Gai CLI access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Gai CLI 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 Gai CLI use?

Gai CLI 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 Gai CLI use?

About 526 tokens (SKILL.md is roughly 2.1k 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 Gai CLI?

Skills that share tags, products or a category with Gai CLI: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gai CLI?

ItamarZand88 (a GitHub user) maintains it in ItamarZand88/CLI-Anything-WEB, which has 231 GitHub stars. The repository holds 42 skills in this directory. The repository was last updated on October 1, 2026.

Source: ItamarZand88/CLI-Anything-WEB on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.