web-search

web-search is a skill for Claude Code, Codex from RTGS2017/NagaAgent. It costs 39 tokens per session (371 once invoked), scanned A, original, AGPL-3.0.

A web-search and information-retrieval skill for finding pages, current information, and news online.

In plain words
What is it for?
Use it to search websites, look up current facts, and retrieve online news or other requested information.
Why use it?
It helps answer questions that depend on information outside the local project or may have changed recently.

Skill for Claude CodeCodex

About the project

NagaAgent is a desktop AI assistant built around conversation, memory, tool use, and a virtual Live2D character. It is intended for personal interaction, knowledge exploration, game assistance, and automated tasks through components such as MCP and OpenClaw. The catalogue skills relate to its assistant and tool-integration workflows.

RTGS2017/NagaAgent · 1,542 stars · on GitHub

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.

agentmods
npx agentmods add skills/rtgs2017/nagaagent/web-search
Any agent
npx skills add RTGS2017/NagaAgent --skill web-search
Clone the repo
git clone --depth 1 https://github.com/RTGS2017/NagaAgent

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/rtgs2017/nagaagent/web-search.svg)](https://agentmods.dev/skills/rtgs2017/nagaagent/web-search)
Your own site
<a href="https://agentmods.dev/skills/rtgs2017/nagaagent/web-search"><img src="https://agentmods.dev/badge/skills/rtgs2017/nagaagent/web-search.svg" alt="Measured on agentmods" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 371 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00039 $0.00371
Opus 5 $0.00019 $0.00186
Sonnet 5 $0.00008 $0.00074
Haiku 4.5 $0.00004 $0.00037

Measured 5d ago against content hash 91bcfd5bf52d, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

web-search scanned grade A with 0 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/web-search/SKILL.md · 67 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. 5d ago First seen · 67 lines · 39 tokens per session scan A 91bcfd5bf52d

Subscribe to this mod's changes

web-search is a skill published in the GitHub repository RTGS2017/NagaAgent (1,542 stars, last pushed 24d ago), licensed AGPL-3.0. It adds 39 tokens to every session and 371 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.