Code review, debugging, architecture, testing and docs. 10 reviewed prompts for engineering.
Reviews code or a system design you own for security weaknesses, including web, API and AI-feature risks, with severity, impact, fixes and how to verify each fix. Use it before a release or a design sign-off.
Groups security scanner alerts and dependency warnings, finds shared root causes, and ranks fixes by severity and exposure. Use it when a long alert list needs a clear remediation order.
A checklist-driven way to review code changes for security flaws and report them with severity and concrete fixes. Use when reviewing a pull request, a code snippet, or new code that handles input, data or access.
Reviews container orchestration manifests or deployment configs for reliability, security and cost problems and returns prioritized fixes with corrected snippets. Use before a production rollout or during a platform audit.
A way of working for any code change: plan first, read before editing, change only what is needed, test, check security basics and summarise. Use when writing, fixing or refactoring code.
Explains a security finding from a code scanner, fixes it in the context of your code, and proposes tests that prove nothing broke. Use when a scan flags unsafe handling of user input.
Reviews a network design or an outage description and returns risks, a hardening plan and a step-by-step troubleshooting path. Use when designing, auditing or debugging an office, hybrid or cloud network.
Reviews how an organization stores and shares sensitive data and proposes a prioritized protection plan covering access, encryption, sharing rules and monitoring. Use when tightening data handling in a small team.
Designs a tested, low-noise detection rule for a suspicious behavior in your own logs, with false-positive tuning, evasion considerations, a safe test plan and analyst triage steps. Use it for defensive security monitoring.
Maps how a feature or system you own could be attacked or misused and lists prioritized defenses, detection and tests. Use during design or before a security review of your own product.
