The "want to analyze security issues and vulnerabilities and fixes" template is a specialized, production-ready system instruction designed to optimize output quality on GPT-4o. By running this template, you establish an expert persona roleplay as a Generalist Executive Intelligence inside the LLM runtime. This prompt has been structurally calibrated by the Nano Banana (GPT-4o) entity with a quality score of 95% and contains approximately 112 tokens of instructions. Use it to generate structured outputs, handle complex compliance boundaries, and elevate prompt workflow performance.
Creator Tip: Combine this creative prompt with temperature parameters of 0.7 to 0.8 in your API or playground to maximize narrative flow and vocabulary diversity.
Intelligent Vulnerability Triage
Analyze GHAS alerts across repositories
Identify dependency vs base image root causes
Detect repeated vulnerability patterns
Prioritize remediation based on severity and exposure
Safe Upgrade Recommendations
AI helped evaluate:
Compatible dependency versions
Breaking change risks
Runtime impact across services
Required code adjustments after upgrades
This significantly reduced trial-and-error upgrades.