CTF AI/ML is an AI Engineering skill for Claude Code, published by ljagiello in ctf-skills.
CTF AI/ML provides techniques for attacking machine learning models and LLMs in capture-the-flag challenges, including adversarial examples, model extraction, prompt injection, and jailbreaking.
CTF AI/ML is cataloged under AI Engineering on DirSkills. CTF AI/ML comes from a repository tagged agent-skills, claude-code, claude-code-skills, codex and codex-cli.
Documentation
Quick reference for AI/ML CTF challenges. Each technique has a one-liner here; see supporting files for full details.
Python packages (all platforms):
pip install torch transformers numpy scipy Pillow safetensors scikit-learn
Linux (apt):
apt install python3-dev
macOS (Homebrew):
brew install python@3
This is the opening of the README. Read the full README on GitHub.
Slash commands named in this skill’s SKILL.md, listed in the order they first appear.
/ctf-crypto/ctf-reverse/ctf-miscCTF AI/ML is one of 11 skills that DirSkills catalogs from ljagiello/ctf-skills, the repository it ships in. Its siblings there include CTF Binary Exploitation, CTF Challenge Solver and CTF Cryptography. Each one is a separate skill with its own page in this directory, installs the same way CTF AI/ML does, and is maintained by ljagiello in that same repository. The rest of the collection is listed on the ljagiello/ctf-skills page.
CTF AI/ML ranks #670 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of CTF AI/ML against them. Open each page to compare what they document and how they install.
CTF AI/ML is one of 11 skills cataloged on DirSkills from ljagiello/ctf-skills.
CTF AI/ML is one of 2451 AI Engineering skills cataloged on DirSkills, ranked #670 by stars among them.