Agent Native

analysis-notebooks

This skill provides Jupyter notebooks for analyzing and visualizing evaluation results from web search agent benchmarks.

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 2,600 tokenswhen the skill loads
GitHub stars
5on youdotcom-oss/web-search-agent-evals
Scripts
None found

What it does

Generated summary from the skill's own text

This skill provides Jupyter notebooks for analyzing and visualizing evaluation results from web search agent benchmarks. It includes notebooks for comparing agent quality metrics, rankings, and head-to-head performance, plus reliability analysis through multi-trial pass rates and flakiness detection. The notebooks run on Google Colab, GitHub, or locally with configurable data sources and common analysis patterns included.

When to use it

  • Comparing agent performance across multiple evaluation runs
  • Analyzing agent reliability and pass rate consistency across trials
  • Investigating specific prompt failures and error patterns
  • Tracking performance regressions over time

When not to

  • When evaluation data has not been generated yet from comparison or trials runs
  • Creating entirely new visualizations without existing notebook templates

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 analysis-notebooks

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 analysis-notebooks@84b6aa3ec2c27d889a70e3bc1ad04c86cf0e3617

Installs the commit we checked (84b6aa3).

Copy by hand

Download the folder at 84b6aa3 and put it in .claude/skills/analysis-notebooks for Claude Code and in .agents/skills/analysis-notebooks 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 "analysis-notebooks" by You.com.

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

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/analysis-notebooks/ for Claude Code and .agents/skills/analysis-notebooks/ 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/analysis-notebooks

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, 11 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
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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