PromptInjection

Test LLM applications for prompt injection vulnerabilities through configurable workflows.

1|Updated Jun 10, 2026
One-click install
npx skills add https://github.com/starlink-awaken/pai-universal --skill promptinjection-starlink-awaken
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: PromptInjection
Source: https://github.com/starlink-awaken/pai-universal/tree/main/templates/packs/Security/src/PromptInjection
Command: npx skills add https://github.com/starlink-awaken/pai-universal --skill promptinjection-starlink-awaken

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables security professionals to systematically test LLM-based applications for prompt injection vulnerabilities, including jailbreaks, system prompt leakage, context manipulation, guardrail bypasses, and multi-stage attack chains, within authorized engagements.

Core Features & Use Cases

  • Direct and indirect prompt injection testing (including jailbreaking and system prompt extraction).
  • RAG poisoning and multi-stage attack simulations for reconnaissance and defense validation.
  • Workflow-driven testing with 7-phase reconnaissance and 9-step direct/indirect testing sequences.
  • Authorized vulnerability assessment and compliant reporting.

Quick Start

Initiate a test by describing the target and running the CompleteAssessment workflow to perform end-to-end prompt injection testing.

Frequently Asked Questions about PromptInjection

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I test my LLM application for prompt injection vulnerabilities?

You can test for prompt injection vulnerabilities by running the CompleteAssessment workflow, which executes end-to-end security testing. It identifies jailbreaks, system prompt leakage, context manipulation, and guardrail bypasses within authorized engagements.

What is the difference between direct and indirect prompt injection testing?

Direct prompt injection testing targets immediate jailbreaks and system prompt extraction, while indirect injection testing focuses on RAG poisoning and context manipulation. The skill applies 9-step testing sequences to validate defenses against both multi-stage attack vectors.

Can I simulate RAG poisoning attacks to validate my LLM defenses?

Yes, you can simulate RAG poisoning attacks to validate LLM defenses. The skill includes RAG poisoning simulations and multi-stage attack capabilities as part of its workflow-driven reconnaissance and direct or indirect injection testing sequences.

Do I need written authorization to perform prompt injection testing?

Yes, you need written authorization to perform prompt injection testing. The skill requires written authorization, artifact collection, and configurable workflows to execute security testing safely and ensure compliant vulnerability assessment reporting.

What is included in the reconnaissance phase of LLM security testing?

The reconnaissance phase of LLM security testing includes a 7-phase reconnaissance workflow designed to gather artifacts and identify potential attack surfaces. This phase precedes the 9-step direct and indirect injection testing sequences.