ac-isolation

ac-isolation is a skill for Claude Code, Codex from gni/agents-container. It costs 26 tokens per session (167 once invoked), scanned C, original, Apache-2.0.

A quick reference for setting up a workspace, a Python virtual environment, and Rust using rustup.

In plain words
What is it for?
Creating a Python virtual environment, installing Python packages, installing Rust, activating it in a shell, and checking installed versions.
Why use it?
It puts common environment setup commands in one place, reducing the need to remember how to create, activate, and verify these tools.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Creating a Python virtual environment, installing Python packages, installing Rust, activating it in a shell, and checking installed versions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gni/agents-container/ac-isolation
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.

Any agent
npx skills add gni/agents-container --skill ac-isolation
Clone the repo
git clone --depth 1 https://github.com/gni/agents-container

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 ac-isolation

README.md
[![agentmods](https://agentmods.dev/badge/skills/gni/agents-container/ac-isolation/github.svg)](https://agentmods.dev/skills/gni/agents-container/ac-isolation)
Your own site
<a href="https://agentmods.dev/skills/gni/agents-container/ac-isolation"><img src="https://agentmods.dev/badge/skills/gni/agents-container/ac-isolation/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 ac-isolation

Your own site · 80×15
<a href="https://agentmods.dev/skills/gni/agents-container/ac-isolation"><img src="https://agentmods.dev/badge/skills/gni/agents-container/ac-isolation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 167 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 $0.00026 $0.00167
Opus 5.5 $0.00010 $0.00067
Sonnet 5.5 $0.00005 $0.00033
Haiku 4.5 $0.00003 $0.00017

Measured 2mo ago against content hash ae4b332d0e23, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

ac-isolation scanned grade C with 2 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 2mo 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.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
shared/skills/ac-isolation/SKILL.md · 40 lines

What it actually says

Agent Isolation & Setup

Workspace

Root directory: /workspace

Python Virtual Environment

# Create
python3 -m venv /workspace/venv

# Activate
source /workspace/venv/bin/activate

# Install a package
pip install <package>

# Deactivate
deactivate

Rust Installation

# Install via rustup
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

# Activate in current shell
source "$HOME/.cargo/env"

# Verify
rustc --version && cargo --version
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. 2mo ago First seen · 40 lines · 26 tokens per session scan C ae4b332d0e23

Subscribe to this mod's changes

ac-isolation is a skill published in the GitHub repository gni/agents-container (19 stars, last pushed 20d ago), licensed Apache-2.0. It adds 26 tokens to every session and 167 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

ac-isolation compared with skills from other repositories

ac-isolation next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ac-isolationgni/agents-containerSkill1920d agoApache-2.0C26Claude Code, Codex
showagent-session-handoffaytzey/showagentSkill63yesterdayMITA50Claude Code, Codex
wtfp-create-outlineakougkas/wtf-pSkill204d agoMITA19Claude Code
wtfp-resume-writingakougkas/wtf-pSkill204d agoMITA22Claude Code
wtfp-create-posterakougkas/wtf-pSkill204d agoMITA22Claude Code
wtfp-create-slidesakougkas/wtf-pSkill204d agoMITA23Claude Code
wtfp-execute-outlineakougkas/wtf-pSkill204d agoMITA18Claude Code