Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security. Covers OWASP Top 10:2025, ASVS 5.0, LLM Top 10 (2025), and Agentic AI security (2026).
Use when building any feature that calls an LLM API, processes user input sent to a model, uses RAG or embeddings, deploys an AI agent with tool access, or makes AI-generated output visible to users or downstream systems.
Use when a project requires a compliance framework mapping, when risks need formal documentation, when audit evidence must be collected, or when producing a compliance attestation before release. Applies to SOC 2, ISO 27001, GDPR, PCI DSS, NIST CSF, and DORA.
Use when a new feature, architecture, or significant design decision is being made. Run before any code is written. Produces a structured STRIDE threat model and architecture review that feeds directly into security requirements and PR review.