web

web is an agent for Claude Code from tomcounsell/ai. It costs 32 tokens per session (147 once invoked), scanned A, original, GPL-3.0.

A web-enabled agent for searching the internet and opening pages. Other agents use it when they need web access.

In plain words
What is it for?
Searching the web and reading online pages on behalf of another agent.
Why use it?
It gives coding-agent tasks a designated way to retrieve information from websites instead of assuming every agent can browse.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the valor plugin — 1 skill, 1 agent, 5 hooks shipped together

Good fit Searching the web and reading online pages on behalf of another agent.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/tomcounsell/ai/web
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.

Clone the repo
git clone --depth 1 https://github.com/tomcounsell/ai

Made for: Claude Code.

Or install valor, the plugin that ships this one along with the rest of its 1 skill, 1 agent, 5 hooks.

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

README.md
[![agentmods](https://agentmods.dev/badge/agents/tomcounsell/ai/web/github.svg)](https://agentmods.dev/agents/tomcounsell/ai/web)
Your own site
<a href="https://agentmods.dev/agents/tomcounsell/ai/web"><img src="https://agentmods.dev/badge/agents/tomcounsell/ai/web/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

Your own site · 80×15
<a href="https://agentmods.dev/agents/tomcounsell/ai/web"><img src="https://agentmods.dev/badge/agents/tomcounsell/ai/web.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 32 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 147 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00032 $0.00147
Opus 5.5 $0.00013 $0.00059
Sonnet 5.5 $0.00006 $0.00029
Haiku 4.5 $0.00003 $0.00015

Measured 3d ago against content hash 4fa1b7225070, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

web 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 3d 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/valor/agents/web.md · 13 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-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. 3d ago First seen · 13 lines · 32 tokens per session scan A 4fa1b7225070

Subscribe to this mod's changes

web is an agent published in the GitHub repository tomcounsell/ai (29 stars, last pushed yesterday), licensed GPL-3.0. It adds 32 tokens to every session and 147 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-10-17.

Related

Other agents, from other repositories

smoke-sonnet

Use when one functional smoke flow must be walked in the running app as one persona, with a pass/fail per step. Needs the chrome-devtools MCP server. Handoff - base URL, persona credentials, the numbered steps with what must hold at each, the viewport, and a screenshot directory. Returns a step table; visual doubts…

yacb2/aidex · 105 tokens

verify-browser-opus

Use when a screen's appearance must be judged in the running app and no measurable property decides it (visual hierarchy, balance, "does it look right"). Needs the chrome-devtools MCP server. Handoff - the URL, the steps, the viewports, what a good result looks like, and a screenshot directory. Drives Chrome DevTools…

yacb2/aidex · 129 tokens

gan-evaluator

GAN Harness — Evaluator agent. Tests the live running application via Playwright, scores against rubric, and provides actionable feedback to the Generator.

mturac/everything-openai-codex · 32 tokens

verify-browser-sonnet

Use proactively when a prompt asks to check, verify, reproduce or show something in the running app in the browser against measurable expectations (overflow, contrast, clipping, overlap, focus ring, spacing, a named state, a UI bug to reproduce), when no logged-in personal session is needed. Needs the chrome-devtools…

yacb2/aidex · 137 tokens

Demonstrate

Agent for demonstrating VS Code features.

microsoft/vscode · 10 tokens

playwright-test-generator

Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.

microsoft/playwright · 151 tokens