Is the CTF AI/ML skill free?

Yes. The skill itself is free from ljagiello/ctf-skills. SkillProof publishes the install command and an independent test verdict at no cost.

What is the CTF AI/ML SkillProof Score?

8.8/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 4/5.

How do I install CTF AI/ML?

Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.

Can I use CTF AI/ML with Cursor, Copilot, Gemini CLI, Codex or other AI tools?

The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.

CTF AI/ML

CTF reference for ML attacks: model weight tricks, adversarial examples, LLM jailbreaks.

by ljagiello · ljagiello/ctf-skills

Works with setup

Install — copy the command Download source ↗

Test report

Verdict: Works with setup
Score: 8.8/10
Tested: Jul 10, 2026
Environment: Claude Code 2.x (agent harness)
Upstream re-checked: Aug 10, 2026 · ad752fa

Gave the exact closed-form fix (2xW_orig - W_chal) with runnable code for recovering a suppressed flag, well beyond diffing weights by hand. It's marked non-invocable alone, so installing just this folder may never fire.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

Installs cleanly 5/5
Triggers reliably 5/5
Output vs. baseline 8/10
Docs & honesty 4/5

What CTF AI/ML does

Quick-reference sub-skill covering AI/ML attack techniques for CTF competitions: model weight analysis (fine-tuning negation, LoRA merging, model inversion), adversarial example generation (FGSM/PGD/C&W), and LLM attacks (prompt injection, jailbreaking, token smuggling). It is one of eight category skills in the ljagiello/ctf-skills repo, meant to be dispatched by that repo's solve-challenge orchestrator rather than triggered fully standalone (frontmatter sets user-invocable: false). Fires on CTF tasks involving ML model files, adversarial robustness, or LLM jailbreak/prompt-injection challenges.

How to install CTF AI/ML

git clone https://github.com/ljagiello/ctf-skills
cd ctf-skills
mkdir -p ~/.claude/skills
cp -r ctf-ai-ml ~/.claude/skills/ctf-ai-ml

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger CTF AI/ML

/ctf-ai-ml CTF reference for ML attacks: model weight tricks, adversarial examples, LLM jailbreaks.

It also activates on plain-language prompts like these:

Craft an adversarial example to bypass this CTF model classifier
Find a jailbreak prompt injection for this LLM CTF challenge
Analyze this model's weights for a fine-tuning negation trick

Frequently asked questions

Is the CTF AI/ML skill free?: Yes. The skill itself is free from ljagiello/ctf-skills. SkillProof publishes the install command and an independent test verdict at no cost.
Does CTF AI/ML work with Claude Code?: We tested it with Claude Code 2.x (agent harness) on Jul 10, 2026. Verdict: Works with setup. Gave the exact closed-form fix (2xW_orig - W_chal) with runnable code for recovering a suppressed flag, well beyond diffing weights by hand. It's marked non-invocable alone, so installing just this folder may never fire.
What is the CTF AI/ML SkillProof Score?: 8.8/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 4/5.
How do I install CTF AI/ML?: Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use CTF AI/ML with Cursor, Copilot, Gemini CLI, Codex or other AI tools?: The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.