# Ctf AI Ml (agent skill)

> Ctf AI Ml is an agent skill (a SKILL.md file) from ljagiello/ctf-skills. It provides AI and machine learning techniques for CTF challenges. It works with Claude Code, Codex, Gemini CLI and OpenCode and has 3,399 GitHub stars across a repository of 3 listed skills.

Provides AI and machine learning techniques for CTF challenges. Use when attacking ML models, crafting adversarial examples, performing model extraction, prompt injection, membership inference, training data poisoning, fine-tuning manipulation, neural network analysis, LoRA adapter exploitation, LLM jailbreaking, or solving AI-related puzzles. Quick reference for AI/ML CTF challenges. Each technique has a one-liner here; see supporting files for full details.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/ljagiello/ctf-skills |
| Skill path | ctf-ai-ml/SKILL.md |
| Skill name | ctf-ai-ml |
| GitHub stars | 3,399 |
| Installs on skills.sh | not listed |
| License | MIT |
| Skills in repo | 3 |
| Plugin marketplace | no |
| Official | no |
| Works with | Claude Code, Codex, Gemini CLI, OpenCode |
| Category | Data & analysis |
| Last commit | Sep 13, 2026 |

## When it triggers

- Use when attacking ML models, crafting adversarial examples, performing model extraction, prompt injection, membership inference, training data poisoning, fine-tuning manipulation, neural network analysis, LoRA adapter exploitation, LLM jai

## Add this skill

### Claude Code

```sh
git clone --depth 1 https://github.com/ljagiello/ctf-skills.git
cp -r ctf-skills/ctf-ai-ml ~/.claude/skills/ctf-ai-ml   # personal, or .claude/skills in a project
```

In the Claude apps, zip the skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
git clone --depth 1 https://github.com/ljagiello/ctf-skills.git
cp -r ctf-skills/ctf-ai-ml .agents/skills/ctf-ai-ml   # repo; ~/.agents/skills for all projects
```

### Cursor

```sh
git clone --depth 1 https://github.com/ljagiello/ctf-skills.git
cp -r ctf-skills/ctf-ai-ml .cursor/skills/ctf-ai-ml   # project; ~/.cursor/skills for all projects
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

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Canonical page: https://appsgit.com/skills/ljagiello-ctf-ai-ml
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