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prompt-guard

orchestra-research/ai-research-skills

Meta's 86M prompt injection and jailbreak detector. Filters malicious prompts and third-party data for LLM apps. 99%+ TPR, <1% FPR. Fast (<2ms GPU). Multilingual (8 languages). Deploy with HuggingFace or batch processing for RAG security.

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安装命令

npx skills add https://github.com/orchestra-research/ai-research-skills --skill prompt-guard

SKILL.md

Prompt Guard - Prompt Injection & Jailbreak Detection

Prompt Guard is an 86M parameter classifier that detects prompt injections and jailbreak attempts in LLM applications.

Quick start

Installation:

pip install transformers torch

Basic usage:

from transformers import AutoTokenizer, AutoModelForSequenceClassification
import torch
from torch.nn.functional import softmax

Prompt Guard - Prompt Injection & Jailbreak Detection

Prompt Guard is an 86M parameter classifier that detects prompt injections and jailbreak attempts in LLM applications.

Quick start

Installation:

pip install transformers torch

Basic usage:

from transformers import AutoTokenizer, AutoModelForSequenceClassification
import torch
from torch.nn.functional import softmax