← All skills

detecting-ai-model-prompt-injection-attacks

80 / 100 · Low risk

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

By plurigrid/asi (GitHub) · security · 72 stars · scanned at commit 293ce9f

Detects prompt injection attacks targeting LLM-based applications using a multi-layered defense combining regex pattern matching for known attack signatures, heuristic scoring for structural anomalies, and transformer-based classification with DeBERTa models. The detector analyzes user inputs before they reach the LLM, flagging direct injections (system prompt overrides, role-play escapes, instruction hijacking) and indirect injections (encoded payloads, multi-language obfuscation, delimiter-ba…

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'detecting-ai-model-prompt-injection-attacks' ] || [ -L ~/.agents/skills/'detecting-ai-model-prompt-injection-attacks' ]; then echo 'A skill folder named detecting-ai-model-prompt-injection-attacks already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/plurigrid/asi' "$d" && git -C "$d" checkout --quiet '293ce9f76e3abcd5ba18db284688bc0d9ac6691d' -- 'plugins/asi/skills/detecting-ai-model-prompt-injection-attacks' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/asi/skills/detecting-ai-model-prompt-injection-attacks' ~/.agents/skills/'detecting-ai-model-prompt-injection-attacks' && 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/'detecting-ai-model-prompt-injection-attacks' ~/.claude/skills/'detecting-ai-model-prompt-injection-attacks' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for plurigrid/asi shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/plurigrid/asi.svg)](https://zalavijaysinh.github.io/skilltrust/repos/plurigrid/asi/)

Score history