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Agent skill

Inspect AI

by a2ui-project in a2ui-project/a2ui

Useful when working with the Inspect AI evaluation framework (e.g., in the eval/ directory).

Apache-2.0Auto-check passedDevelopment

Install Inspect AI

skills CLI
$ npx skills add a2ui-project/a2ui --skill inspect-ai -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install a2ui-project/a2ui inspect-ai --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/a2ui-project/a2ui.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/inspect-ai .claude/skills/inspect-ai && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
inspect-ai
GitHub stars
17k
Used in
1 other repo
Token cost
~226 tokens
SKILL.md length
92 words
Files
1
Skills in repo
20
Repo updated
First seen
Licence
Apache-2.0

At a glance

Useful when working with the Inspect AI evaluation framework (e.g., in the eval/ directory).

  • Development work in your project
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Inspect AI is an agent skill from a2ui-project/a2ui. Useful when working with the Inspect AI evaluation framework (e.g., in the eval/ directory). Provides instructions on how to access Inspect AI documentation.

Its SKILL.md is about 230 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development. The licence is Apache-2.0.

When your agent uses it

  • Development work in your project

Example prompts

  • “/inspect-ai”

What it can do on your machine

Read from SKILL.md and the folder at commit db43065. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Inspect AI loads about 226 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 92 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~226

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from a2ui-project/a2ui at commit db43065, republished under its Apache-2.0 licence (© a2ui-project). 92 words, ~226 tokens.

Download SKILL.mdSave it as .claude/skills/inspect-ai/SKILL.md (or your agent's skills folder).
name
inspect-ai
description
Useful when working with the Inspect AI evaluation framework (e.g., in the eval/ directory). Provides instructions on how to access Inspect AI documentation.

Inspect AI Framework Guidelines

When you are tasked with creating, modifying, or debugging evaluation scripts (especially within the eval/ directory) that utilize the Inspect AI framework, you should consult the official documentation to ensure you are using the correct APIs, solvers, scorers, and best practices.

Documentation Source

To learn how to use Inspect AI, read the official LLM-optimized documentation guide by fetching the following URL using your read_url_content tool:

https://inspect.aisi.org.uk/llms.txt

Always reference this document when you need clarification on how Inspect AI handles task execution, scoring objects, parallelism, or tool calling architectures.

© a2ui-project, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/inspect-ai of a2ui-project/a2ui.

Open the folder on GitHubat commit db43065

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in a2ui-project/a2ui, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Inspect AI next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Inspect AI compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Inspect AI this skilla2ui-project/a2ui17k1 repos~226Automated safety check: PassApache-2.0
Vercel Composition Patternssupabase/supabase111k59 repos~726Automated safety check: PassMIT
Finishing a Development Branchobra/superpowers296k5 repos~1.9kAutomated safety check: PassMIT
Typescript Advanced Typesrolling-scopes/rsschool-app10k25 repos~4.2kAutomated safety check: PassMPL-2.0
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT

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Categories

Questions about Inspect AI

What does Inspect AI do?

Useful when working with the Inspect AI evaluation framework (e.g., in the eval/ directory). Inspect AI is an agent skill from a2ui-project/a2ui., in the eval/ directory).

When should I use Inspect AI?

Inspect AI fits situations like: development work in your project.

How do I install Inspect AI in Claude Code?

Run `npx skills add a2ui-project/a2ui --skill inspect-ai -a claude-code`. Or copy the skill folder (.agents/skills/inspect-ai in a2ui-project/a2ui) into .claude/skills/inspect-ai in your project. Claude Code loads it when a task matches its description.

How do I install Inspect AI in Codex?

Run `npx skills add a2ui-project/a2ui --skill inspect-ai -a codex`. Or copy the skill folder (.agents/skills/inspect-ai in a2ui-project/a2ui) into .agents/skills/inspect-ai in your project. Codex loads it when a task matches its description.

Can I use Inspect AI in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add a2ui-project/a2ui --skill inspect-ai -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/inspect-ai, .gemini/skills/inspect-ai, .github/skills/inspect-ai and .opencode/skills/inspect-ai in your project.

What does Inspect AI need to run?

SKILL.md names no scripts, command-line tools or credentials: Inspect AI is instructions for the agent only.

Does Inspect AI access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Inspect AI safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Inspect AI use?

Inspect AI is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Inspect AI use?

About 226 tokens (SKILL.md is roughly 904 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Inspect AI?

Skills that share tags, products or a category with Inspect AI: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Inspect AI?

a2ui-project (a GitHub organization) maintains it in a2ui-project/a2ui, which has 16,617 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 8, 2026.

Source: a2ui-project/a2ui on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.