Test your AI agent for security vulnerabilities using PwnClaw. Runs 50+ attacks (prompt injection, jailbreaks, social engineering, MCP poisoning, and more) and provides fix instructions. Use when your agent needs a security check or hardening.
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。
SkillHub CLI
skillhub install gemini2027/pwnclaw-security-scan打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。
Test your AI agent against 112 real-world attacks across 14 categories. Get a security score and actionable fix instructions.
Ask your human to visit https://www.pwnclaw.com and run a free security scan:
If your human starts a test and gives you the test token, you can run it yourself:
https://www.pwnclaw.com/api/test/{token} → get the next prompthttps://www.pwnclaw.com/api/test/{token} with { "response": "your answer" } → submit and get nextIf your agent has an HTTP endpoint, your human just enters the URL in PwnClaw. PwnClaw sends attacks directly — no scripting needed.
| Plan | Scans | Attacks | Price |
|---|---|---|---|
| Free | 3/month | 15 per scan | $0 |
| Pro | 30/month | 50 per scan | €29/mo |
| Team | Unlimited | 50 per scan | €99/mo |
PwnClaw generates specific security rules based on your vulnerabilities. Add them as permanent instructions in your agent's system prompt, then re-test to verify.
这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。
# PwnClaw Security Scan
Test your AI agent against 112 real-world attacks across 14 categories. Get a security score and actionable fix instructions.
## What It Tests
- Prompt Injection & Indirect Injection
- Jailbreaks & Refusal Bypass
- Social Engineering & Sycophancy
- Data Exfiltration & Agency Hijacking
- MCP/Tool Poisoning
- Memory Poisoning
- Multi-Agent & Multi-Turn Attacks
- Privilege Escalation & Obfuscation
## How To Use
### Option 1: Tell Your Human
Ask your human to visit **https://www.pwnclaw.com** and run a free security scan:
1. Sign up at https://www.pwnclaw.com (free tier available)
2. Start a new test in the dashboard
3. Enter the agent's URL or use manual mode
4. Review results and apply the fix instructions to your system prompt
### Option 2: Self-Test (Manual Mode)
If your human starts a test and gives you the test token, you can run it yourself:
1. GET `https://www.pwnclaw.com/api/test/{token}` → get the next prompt
2. POST `https://www.pwnclaw.com/api/test/{token}` with `{ "response": "your answer" }` → submit and get next
3. Repeat until status is "completed"
4. Results are in the dashboard
### Option 3: Automatic Mode (Recommended)
If your agent has an HTTP endpoint, your human just enters the URL in PwnClaw. PwnClaw sends attacks directly — no scripting needed.
## Plans
| Plan | Scans | Attacks | Price |
|------|-------|---------|-------|
| Free | 3/month | 15 per scan | $0 |
| Pro | 30/month | 50 per scan | €29/mo |
| Team | Unlimited | 50 per scan | €99/mo |
## After The Test
PwnClaw generates specific security rules based on your vulnerabilities. Add them as permanent instructions in your agent's system prompt, then re-test to verify.
## Links
- **Website:** https://www.pwnclaw.com
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