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.
npx agentmods add skills/freestylefly/wesight/web-searchnpx skills add freestylefly/wesight --skill web-searchgit clone --depth 1 https://github.com/freestylefly/wesightWrote 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.
[](https://agentmods.dev/skills/freestylefly/wesight/web-search)<a href="https://agentmods.dev/skills/freestylefly/wesight/web-search"><img src="https://agentmods.dev/badge/skills/freestylefly/wesight/web-search.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00041 | $0.03813 |
| Opus 5 | $0.00020 | $0.01906 |
| Sonnet 5 | $0.00008 | $0.00763 |
| Haiku 4.5 | $0.00004 | $0.00381 |
Grade B, and why
web-search scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
- Linux: `sudo apt install chromium-browser` Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
CONNECTION_ID=$(curl -s -X POST http://127.0.0.1:8923/api/browser/connect \ This is a copy
100% identical to web-search — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
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:
- CLI Script - Simple bash interface for Claude
- Bridge Server - Express HTTP API (auto-started by Electron)
- Playwright Manager - Browser connection and session management
- Search Engine Layer - Google primary, Bing fallback
- 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.
What ships with it
21 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- DEPLOYMENT.md 4.7 KB
- examples/basic-search.md 7.7 KB
- IMPLEMENTATION.md 12 KB
- LICENSE.txt 1.1 KB
- package.json 728 B
- README.md 8.5 KB
- scripts/search.sh 15 KB runs code
- scripts/start-server.sh 7.5 KB runs code
- scripts/stop-server.sh 1.0 KB runs code
- scripts/test-basic.js 2.5 KB runs code
- scripts/test-search.js 4.1 KB runs code
- server/config.ts 2.0 KB runs code
- server/index.ts 19 KB runs code
- server/playwright/browser.ts 8.5 KB runs code
- server/playwright/manager.ts 7.4 KB runs code
- server/playwright/operations.ts 4.3 KB runs code
- server/search/bing.ts 4.3 KB runs code
- server/search/google.ts 7.1 KB runs code
- server/search/types.ts 655 B runs code
- TEST.md 8.2 KB
- tsconfig.json 520 B
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.
- 5d ago First seen · 562 lines · 41 tokens per session scan B 8e86305ec266
web-search is a skill published in the GitHub repository freestylefly/wesight (908 stars, last pushed 11d ago), 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). It is 100% identical to web-search, differing in 2 lines, and is treated as a copy.
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