PromptInjection

•

11.3k15683 months ago

Prompt injection testing. USE WHEN prompt injection, jailbreak, LLM security, AI security assessment, pentest AI application, test chatbot vulnerabilities.

Quick Install

npxskills add danielmiessler/personal_ai_infrastructure--skill PromptInjection

Instructions

Customization

Before executing, check for user customizations at: ~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/PromptInjection/

If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults.

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

You MUST send this notification BEFORE doing anything else when this skill is invoked.

Send voice notification:

curl -s -X POST http://localhost:8888/notify \
  -H "Content-Type: application/json" \
  -d '{"message": "Running the WORKFLOWNAME workflow in the PromptInjection skill to ACTION"}' \
  > /dev/null 2>&1 &

Output text notification:

Running the **WorkflowName** workflow in the **PromptInjection** skill to ACTION...

This is not optional. Execute this curl command immediately upon skill invocation.

PromptInjection Skill

🔒 AUTHORIZATION & ETHICAL USE REQUIREMENTS

⚠️ CRITICAL - READ BEFORE USE ⚠️

This skill is part of a Security Practice run by a security professional with extensive experience in offensive security testing.

Legal Requirements

AUTHORIZATION IS MANDATORY:

✅ ONLY test systems you own or have explicit written permission to test
✅ ONLY use these techniques as part of authorized penetration testing engagements
✅ ALWAYS document authorization before beginning any testing
✅ RESPECT scope boundaries defined in testing agreements
✅ FOLLOW responsible disclosure practices for any vulnerabilities discovered

UNAUTHORIZED TESTING IS ILLEGAL:

❌ NEVER test systems without explicit written permission
❌ NEVER exceed authorized scope boundaries
❌ NEVER use these techniques for malicious purposes
❌ NEVER disclose vulnerabilities publicly before vendor remediation
❌ NEVER exfiltrate real user data during testing

Ethical Framework

This skill exists for defensive security purposes:

Authorized penetration testing of client systems under formal engagement
Security assessment of your own systems and products
Research and education for improving AI/LLM security practices
Responsible disclosure of vulnerabilities to vendors for remediation

Any use of this skill constitutes acceptance of these terms and agreement to use only for authorized, ethical security testing purposes.

When to Activate This Skill

Activate this skill when user says:

Direct Triggers

"test for prompt injection", "prompt injection test", "prompt injection assessment"
"LLM security testing", "AI security audit", "test chatbot security"
"jailbreak test", "test for jailbreaking"
"pentest AI application", "security test AI system"
"check AI vulnerabilities", "assess AI security"

Research & Analysis

"research prompt injection", "analyze LLM vulnerabilities"
"study jailbreaking methods", "investigate AI attack vectors"

Engagement Work

"client engagement for LLM security"
"comprehensive AI security assessment"
"vulnerability research for disclosure"

Workflow Routing

When executing a workflow, output this notification:

Running the **WorkflowName** workflow in the **PromptInjection** skill to ACTION...

This skill provides 5 comprehensive testing workflows:

1. CompleteAssessment (Master Workflow)

File: Workflows/CompleteAssessment.md Triggers: "full assessment", "complete test", "comprehensive assessment" Description: End-to-end security assessment (12-20 hours)

Phase 1: Authorization & scoping
Phase 2: Reconnaissance (1-2 hours)
Phase 3-5: Direct/indirect/multi-stage testing (6-8 hours)
Phase 6-9: Defense analysis & reporting (4-6 hours)

Use for: Full security engagements, formal penetration tests

2. Reconnaissance

File: Workflows/Reconnaissance.md Triggers: "recon", "discover attack surface", "map application" Description: Application intelligence gathering via browser automation

DOM extraction and analysis
JavaScript inspection
API endpoint enumeration
Injection point identification

Use for: Initial assessment phase, attack surface mapping

3. DirectInjectionTesting

File: Workflows/DirectInjectionTesting.md Triggers: "test direct injection", "jailbreak testing", "basic injection" Description: Single-stage direct attacks

Basic instruction override
Jailbreaking & guardrail bypass
System prompt extraction
Token manipulation
Obfuscation techniques

Use for: Quick vulnerability validation

4. IndirectInjectionTesting

File: Workflows/IndirectInjectionTesting.md Triggers: "test indirect injection", "RAG poisoning", "document injection" Description: Attacks via external data sources

Document upload injection
Web scraping attacks
RAG system poisoning
API response manipulation

Use for: Testing RAG systems, data processing pipelines

5. MultiStageAttacks

File: Workflows/MultiStageAttacks.md Triggers: "multi-stage attack", "sophisticated testing", "advanced attacks" Description: Complex multi-turn attack sequences

Progressive escalation
Context poisoning
Trust exploitation chains

Use for: Advanced testing, sophisticated threat simulation

Quick Start

For first assessment:

Read QuickStartGuide.md (30-60 minute methodology)
Verify written authorization
Run Reconnaissance workflow
Test top 5 attack types
Document findings

For comprehensive assessment:

Use CompleteAssessment workflow
Follow all 9 phases
Generate professional report

Resource Library

Core Documentation:

COMPREHENSIVE-ATTACK-TAXONOMY.md - 10 attack categories, 100+ techniques
APPLICATION-RECONNAISSANCE-METHODOLOGY.md - 7-phase recon process
DefenseMechanisms.md - Defense-in-depth strategies, remediation guidance
AutomatedTestingTools.md - Promptfoo, Garak, PyRIT comparison
QuickStartGuide.md - First assessment checklist (30-60 min)
Reporting.md - Report structure, templates, presentation guidance

All resources are in the PromptInjection skill root directory.

Key Principles

Authorization-First

Written authorization is mandatory
Document everything (scope, boundaries, approvals)
Respect boundaries - in-scope only
Stop if uncertain - clarify before proceeding

Methodical Testing

Systematic approach - follow established methodology
Document as you go - record all tests and results
Reproduce findings - ensure vulnerabilities are reliable
Assess impact accurately - distinguish theoretical vs practical risk

Responsible Disclosure

Give vendors time - 90-day disclosure timeline typical
Clear communication - detailed reproduction steps
Coordinate disclosure - work with vendor on timing
Protect users - no public details before patch

Examples

Example 1: Quick test

User: "test this chatbot for prompt injection - I own it"
→ Verifies authorization
→ Runs Reconnaissance workflow
→ Tests top 5 attack types
→ Documents findings

Example 2: Full assessment

User: "comprehensive prompt injection assessment for client"
→ Loads CompleteAssessment workflow
→ 9-phase methodology (12-20 hours)
→ Professional report with remediation

Example 3: Research

User: "what are the latest jailbreaking methods?"
→ Searches COMPREHENSIVE-ATTACK-TAXONOMY.md
→ Returns categorized techniques with effectiveness ratings

Support & Escalation

When to escalate:

Authorization is unclear or questionable
Ethical concerns arise
Novel attack techniques discovered
Critical 0-day vulnerabilities found

Contact:

Configure in your USER settings

🔒 REMINDER: AUTHORIZED USE ONLY 🔒

This skill contains powerful security testing techniques. Use only for:

✅ Systems you own
✅ Systems with explicit written authorization
✅ Ethical security research
✅ Defensive security purposes

Unauthorized use is illegal and unethical.

Loading…

Related Skills

skill-creator

Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.

367,360