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ctf-ai-mlby Lukasz JagielloDevelopmentGitHub stars: 3.5k

CTF AI/ML skill: what it does and how to install it

Applies AI and machine learning attack techniques to CTF challenges, including model analysis, adversarial examples and LLM exploits.

Summary generated from the skill's documentation.

Install

$ npx skills add ljagiello/ctf-skills --skill ctf-ai-ml

Run it in a terminal. If your agent is already running, start a new session so it picks the skill up.

About this skill

What it does. Provides quick commands for inspecting model files and weights, then outlines techniques for model inversion, LoRA analysis, adversarial attacks, prompt injection, jailbreaking, model extraction and membership inference. It points to focused references for the attack steps.

When to use it. For CTF challenges involving ML models, LLMs or AI-related puzzles. Switch to crypto, reverse engineering or miscellaneous challenge approaches when the task no longer has a substantive ML component.

History

Repo stars

3.5k+137 since 5 Oct 2026

Stars are counted for the whole repository, which holds 3 skills.

Show as a table
Repo stars by day
DateRepo stars
26 Oct 20263,529
25 Oct 20263,525
24 Oct 20263,518
23 Oct 20263,508
22 Oct 20263,498
21 Oct 20263,489
20 Oct 20263,483
19 Oct 20263,476
18 Oct 20263,470
17 Oct 20263,467
16 Oct 20263,463
15 Oct 20263,452
14 Oct 20263,443
13 Oct 20263,435
12 Oct 20263,433
11 Oct 20263,428
10 Oct 20263,423
9 Oct 20263,419
8 Oct 20263,406
7 Oct 20263,401
6 Oct 20263,395
5 Oct 20263,392

Installs

7.7k

Tracking since . A chart appears once there are 7 days of data.

Installs via skills.sh

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