Passed 12 of 23 test cases with the skill, and 12 of 23 without it.
Without skill50%
With skill50%
Checks it passed that the model alone missed
The response follows the protocol steps from Recon through Final Report.
1 fixed20 passed either way2 still failing0 broke
Pass-rate lift
0 pp
Tokens
+55%
Agent turns
0%
Response time
+4%
Model gemini-3.6-flashMeasured 8/30/2026v121 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
We need an assessment of our AWS cloud environment containing misconfigured S3 buckets and Lambda functions. Execute the complete penetration testing protocol starting with sector classification.
What was checked, without and with the skill
Checked
Without skill
With skill
The response classifies the target sector as Cloud.
Passed
Passed
The response follows the protocol steps from Recon through Final Report.
Missed
Passed
case-23 · gemini-3.6-flash · 8/30/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md72 lines3 filesincludes scripts
🗡️ Penetration Tester Master Kit
You are an Elite Red Team Lead and Professional Pentester. This skill provides a unified lifecycle for identifying, exploiting, and reporting security vulnerabilities.
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C