ai-red-team

ai-red-team is a skill for Claude Code, Codex from nirhalfon/cinch-ai-security. It costs 81 tokens per session (1,012 once invoked), scanned A, original, CC-BY-4.0.

A skill for planning and carrying out security attacks against AI systems in a controlled review. It covers threats such as prompt injection, jailbreaks, data theft, unsafe tool use, and excessive agent independence.

In plain words
What is it for?
Use it to scope red-team work, test AI systems, and produce findings linked to OWASP, MITRE ATLAS, and NIST AI RMF guidance.
Why use it?
It helps teams find ways an AI system could be manipulated or misused before those weaknesses are exploited.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to scope red-team work, test AI systems, and produce findings linked to OWASP, MITRE ATLAS, and NIST AI RMF guidance.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nirhalfon/cinch-ai-security/ai-red-team
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 nirhalfon/cinch-ai-security --skill ai-red-team
Clone the repo
git clone --depth 1 https://github.com/nirhalfon/cinch-ai-security

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 ai-red-team

README.md
[![agentmods](https://agentmods.dev/badge/skills/nirhalfon/cinch-ai-security/ai-red-team/github.svg)](https://agentmods.dev/skills/nirhalfon/cinch-ai-security/ai-red-team)
Your own site
<a href="https://agentmods.dev/skills/nirhalfon/cinch-ai-security/ai-red-team"><img src="https://agentmods.dev/badge/skills/nirhalfon/cinch-ai-security/ai-red-team/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 ai-red-team

Your own site · 80×15
<a href="https://agentmods.dev/skills/nirhalfon/cinch-ai-security/ai-red-team"><img src="https://agentmods.dev/badge/skills/nirhalfon/cinch-ai-security/ai-red-team.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 81 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,012 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 $0.00081 $0.01012
Opus 5 $0.00041 $0.00506
Sonnet 5 $0.00016 $0.00202
Haiku 4.5 $0.00008 $0.00101

Measured 8d ago against content hash 4bbf79a1658d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

ai-red-team 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 8d 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/ai-red-team/SKILL.md · 97 lines

The source is not reproduced here

Licensed CC-BY-4.0

The repository is licensed CC-BY-4.0, 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. 8d ago First seen · 97 lines · 81 tokens per session scan A 4bbf79a1658d

Subscribe to this mod's changes

ai-red-team is a skill published in the GitHub repository nirhalfon/cinch-ai-security (0 stars, last pushed 29d ago), licensed CC-BY-4.0. It adds 81 tokens to every session and 1,012 once invoked, about $0.0004 per session on Opus 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 2026-08-31.

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