web-search

web-search is a skill for Claude Code, Codex from netease-youdao/LobsterAI. It costs 41 tokens per session (3,813 once invoked), scanned B, original, MIT.

A real-time web-search workflow using a browser controlled by Playwright, a tool for automating browsers. It is intended for information that may have changed since January 2025.

In plain words
What is it for?
It helps search websites, inspect pages, follow links, find text, capture PDF pages, and check current weather, sports, financial, or time information.
Why use it?
It helps verify current documentation, events, news, prices, discussions, and other facts instead of relying on older knowledge.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It helps search websites, inspect pages, follow links, find text, capture PDF pages, and check current weather, sports, financial, or time information.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/netease-youdao/lobsterai/web-search
About the project

LobsterAI is an open-source desktop AI agent that operates files, commands, browsers, documents, spreadsheets, slides, messaging channels, and scheduled jobs in a user's working environment. It supports office work, research, and custom multi-agent workflows, while catalogue add-ons extend the agent with additional skills and workflows.

netease-youdao/LobsterAI · 6,007 stars · on GitHub · lobsterai.youdao.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add netease-youdao/LobsterAI --skill web-search
Clone the repo
git clone --depth 1 https://github.com/netease-youdao/LobsterAI

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for web-search

README.md
[![agentmods](https://agentmods.dev/badge/skills/netease-youdao/lobsterai/web-search/github.svg)](https://agentmods.dev/skills/netease-youdao/lobsterai/web-search)
Your own site
<a href="https://agentmods.dev/skills/netease-youdao/lobsterai/web-search"><img src="https://agentmods.dev/badge/skills/netease-youdao/lobsterai/web-search/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for web-search

Your own site · 80×15
<a href="https://agentmods.dev/skills/netease-youdao/lobsterai/web-search"><img src="https://agentmods.dev/badge/skills/netease-youdao/lobsterai/web-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,813 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 4 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Tool Misuse · line 280
    Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).
    Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
  • medium Data Exfiltration · line 142
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 147
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Privilege Escalation · line 267
    Commands invoke sudo or root privileges. Verify this elevated access is necessary and justified.
    Fix: Avoid sudo/root unless strictly required. Prefer least-privilege patterns. If elevation is needed, document the justification and scope.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.03813
Opus 5 $0.00020 $0.01906
Sonnet 5 $0.00008 $0.00763
Haiku 4.5 $0.00004 $0.00381

Measured 11d ago against content hash 915daf3b656c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade B, and why

web-search scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

The scan reads SKILL.md. This mod also ships 13 executable files (scripts/search.sh, scripts/start-server.sh, scripts/stop-server.sh, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

- Linux: `sudo apt install chromium-browser`

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

CONNECTION_ID=$(curl -s -X POST http://127.0.0.1:8923/api/browser/connect \
Origin

Copies of this mod

1 near-identical copy found in the catalogue:

SKILLs/web-search/SKILL.md · 562 lines

How it starts

The opening of the file, as written. The whole thing — 562 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Web Search Skill

When to Use This Skill

Use the web-search skill when you need:

  • Current information - Events, news, or data after January 2025
  • Latest documentation - Up-to-date framework/library docs (React 19, Next.js 15, etc.)
  • Real-time data - Stock prices, weather, sports scores, etc.
  • Fact verification - Check current status of projects, companies, or technologies
  • Recent discussions - Community opinions, GitHub issues, Stack Overflow answers
  • Product comparisons - Latest reviews and comparisons
  • Troubleshooting - Search for specific error messages or solutions

Examples of when to use:

  • User: "What are the new features in React 19?"
  • User: "Search for the latest Next.js App Router documentation"
  • User: "What's the current status of the Rust async project?"
  • User: "Find recent discussions about Vue 3 performance"

How It Works

┌──────────┐    Bash    ┌─────────┐    HTTP    ┌──────────────┐    CDP    ┌────────┐
│  Claude  │───────────▶│ CLI.sh  │───────────▶│ Bridge Server│──────────▶│ Chrome │
│          │            │         │            │ (localhost)  │ Playwright│        │
└──────────┘            └─────────┘            └──────────────┘            └────────┘
                                                      │
                                                  ▼
                                             Google/Bing Search
                                                Extract Results

Architecture:

  1. CLI Script - Simple bash interface for Claude
  2. Bridge Server - Express HTTP API (auto-started by Electron)
  3. Playwright Manager - Browser connection and session management
  4. Search Engine Layer - Google primary, Bing fallback
  5. Chrome Browser - Visible browser window (all operations transparent)

Basic Usage

Simple Search (Recommended)

IMPORTANT: Always use the $SKILLS_ROOT environment variable to locate the skill scripts. This ensures the skill works in both development and production environments.

Read the full file on GitHub · 562 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 562 lines · 41 tokens per session scan B 915daf3b656c

Subscribe to this mod's changes

web-search is a skill published in the GitHub repository netease-youdao/LobsterAI (6,007 stars, last pushed yesterday), licensed MIT. It adds 41 tokens to every session and 3,813 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 2 findings (asks for root, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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