Agent Native

web-search-agent-evals

This skill provides development tools for evaluating web search capabilities across four CLI agents (Claude Code, Gemini, Droid, Codex) using two search…

by You.comOfficial publisherNot reviewed

Identity proven by GitHub's verified organisation badge (youdotcom-oss)

Agents
Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode, claude.ai and API
License
No license stated
Pin
84b6aa3pinned Oct 9, 2026
Context cost
about 3,400 tokenswhen the skill loads
GitHub stars
5on youdotcom-oss/web-search-agent-evals
Scripts
None found

What it does

“Development assistant for web search agent evaluations across multiple CLI agents”
The author's description, from SKILL.md

Generated summary from the skill's own text

This skill provides development tools for evaluating web search capabilities across four CLI agents (Claude Code, Gemini, Droid, Codex) using two search providers (builtin and You.com MCP). It runs isolated trials in Docker containers, compares results with statistical analysis, and generates detailed reports on agent performance, reliability, and tool usage.

When to use it

  • Testing web search quality across multiple agent implementations
  • Comparing builtin search versus MCP-based search providers
  • Running regression tests with configurable trial counts and concurrency
  • Analyzing tool call patterns and failure modes across agents

When not to

  • Evaluating agents without web search capabilities
  • Single-agent benchmarking without comparative analysis needed
  • Low-resource environments where Docker containers create overhead

Install

No license stated: install from the publisher's repository, and ask the author before you reuse or share it.

These commands install from the publisher's repository and need no account.

skills CLI

npx skills add youdotcom-oss/web-search-agent-evals --skill web-search-agent-evals

Installs from the repository's default branch, which may have changed since the commit we checked.

GitHub CLI 2.90 or later

gh skill install youdotcom-oss/web-search-agent-evals web-search-agent-evals@84b6aa3ec2c27d889a70e3bc1ad04c86cf0e3617

Installs the commit we checked (84b6aa3).

Copy by hand

Download the folder at 84b6aa3 and put it in .claude/skills/web-search-agent-evals for Claude Code and in .agents/skills/web-search-agent-evals for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode.

Skill folder on GitHub at 84b6aa3

Claude Code plugin

/plugin install youdotcom-agent-skills@claude-plugins-official

The publisher's plugin in Claude's official marketplace. It may hold more than this skill, and we have not pinned it.

Copy for your agent

A prompt for any coding agent. It installs this skill from GitHub at the pinned commit, copies the files as they are, and runs nothing unless you ask.

Prompt

Install the agent skill "web-search-agent-evals" by You.com.

Source, pinned to commit 84b6aa3ec2c27d889a70e3bc1ad04c86cf0e3617:
https://github.com/youdotcom-oss/web-search-agent-evals/tree/84b6aa3ec2c27d889a70e3bc1ad04c86cf0e3617/.agents/skills/web-search-agent-evals

1. Download that folder at exactly this commit. Do not use the default branch.
2. Copy every file unchanged, keeping the folder structure, into .claude/skills/web-search-agent-evals/ for Claude Code and .agents/skills/web-search-agent-evals/ for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode. Create the folders if they do not exist.
3. Do not edit the files, and do not run any script in the folder unless I ask you to.
4. When you are done, list the files you copied and where you put them.

Its license is restricted or not stated. Show me the license terms from the repository before you copy anything.

Listing and checks: https://www.agentnative.dev/skills/you-com/web-search-agent-evals

SKILL.md at the pin

The license of this skill does not let us show its files here.

View SKILL.md on GitHub at 84b6aa3

Files

1 file, 14 KB in total. Each file has a sha256 in the pin's manifest; the first 12 characters are shown.

Skill folder on GitHub at 84b6aa3
All 19 skills from You.com

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The skills listed here are third-party software, collected from public GitHub repositories as a catalog of recent skills and provided as is. Agent Native does not write or control them and is not responsible for any harm, loss or damage caused by installing or using them. Labels and checks describe what we saw at one commit and are not a guarantee. Read a skill's files before you run it. Terms of use