CTF•AI/ML 攻防

84 / 100 · Low risk

Fine to try. Some of what it can do is expected: a security skill usually runs scanners and checks websites.

By asdfgh1445/ctf-super-hub (GitHub) · security · 847 stars · scanned at commit 7715719

用于对抗样本、模型提取、提示注入、成员推断、训练投毒、LoRA 滥用、LLM 越狱等 AI/ML 相关 CTF 题;触发名:ctf-ai-ml

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

This is disclosed by the author in the skill's SKILL.md or README.

Found in 3 places.

ctf-ai-ml/SKILL.md, line 19pip install torch transformers numpy scipy Pillow safetensors scikit-learn
ctf-ai-ml/SKILL.md, line 24apt install python3-dev
ctf-ai-ml/SKILL.md, line 29brew install python@3

Runs commands on your computer

The author does not mention this. Expected for a security skill.

Found in 5 places.

ctf-ai-ml/SKILL.md, line 19pip install torch transformers numpy scipy Pillow safetensors scikit-learn
ctf-ai-ml/SKILL.md, line 24apt install python3-dev
ctf-ai-ml/SKILL.md, line 29brew install python@3

Show 2 more

ctf-ai-ml/SKILL.md, line 50file model.*
ctf-ai-ml/llm-attacks.md, line 421'{"tool": "execute_code", "args": {"code": "import os; print(os.popen(\'cat /flag.txt\').read())"}}',

Sends data to these websites: target

This is disclosed by the author in the skill's SKILL.md or README. Expected for a security skill.

Found in 11 places.

ctf-ai-ml/SKILL.md, line 74curl -X POST http://target:8080/api/chat \
ctf-ai-ml/llm-attacks.md, line 64resp = requests.post(TARGET_URL, json={"message": payload})
ctf-ai-ml/llm-attacks.md, line 214resp = requests.post(TARGET_URL, json={"message": prompt})

Show 8 more

ctf-ai-ml/llm-attacks.md, line 291resp = requests.post(TARGET_URL, json={"message": p})
ctf-ai-ml/llm-attacks.md, line 318resp = requests.post(target_url, json={"message": payload})
ctf-ai-ml/llm-attacks.md, line 331resp = requests.post(target_url, json={
ctf-ai-ml/llm-attacks.md, line 338final = requests.post(target_url, json={
ctf-ai-ml/llm-attacks.md, line 357resp = requests.post(target_url, json={"message": payload})
ctf-ai-ml/llm-attacks.md, line 368resp = requests.post(target_url, json={"message": payload}, timeout=30)
ctf-ai-ml/llm-attacks.md, line 479resp = requests.post(TARGET_URL, json={"message": payload})
ctf-ai-ml/model-attacks.md, line 300resp = requests.post(API_URL, json={"input": x.tolist()})

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'ctf-ai-ml' ] || [ -L ~/.agents/skills/'ctf-ai-ml' ]; then echo 'A skill folder named ctf-ai-ml already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/asdfgh1445/ctf-super-hub' "$d" && git -C "$d" checkout --quiet '7715719738578b36b0a84b74aeb0de41bda0eaae' -- 'ctf-ai-ml' && mkdir -p ~/.agents/skills && cp -R "$d"/'ctf-ai-ml' ~/.agents/skills/'ctf-ai-ml' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'ctf-ai-ml' ~/.claude/skills/'ctf-ai-ml' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-08	`7715719`	84
2026-11-07	`7715719`	84