Skill UI

This framework addresses the gap between academic benchmarks and real-world production performance for LLM agents. It teaches advanced quality engineering practices, such as behavioral contract testing, adversarial testing, and statistical analysis, ensuring agents maintain reliability and robustness when deployed. It helps developers move beyond simple pass/fail rates to comprehensive capability assessment.

Formal evaluation framework for Claude Code sessions that applies evaluation-driven development to define capability and regression checks, run deterministic and model graders, and track pass@k/pass^k reliability metrics before shipping.

Systematically enumerate Linux hosts, run automation scripts, and chain kernel, sudo, SUID, cron, and capability weaknesses to escalate from low-privilege shells to root for authorized assessments.

Provides a catalog of Linux and Windows post-exploitation privilege escalation techniques, covering sudo/capability abuse, scheduled tasks, token impersonation, AD kerberoasting, credential harvesting, and tool recommendations for red teamers.

Provides comprehensive expertise for building robust WordPress sites. Specializing in custom theme and plugin development, implementing modern Gutenberg blocks, extending WooCommerce functionality, and managing the WordPress REST API. Core focus areas include advanced security hardening (nonces, sanitization, capability checks), performance optimization (caching, query tuning), and adhering strictly to WordPress coding standards.

Interactive assessment that gauges whether your product work is AI-first or AI-shaped, measures readiness across five essential PM competencies for 2026, highlights gaps, and recommends which AI capability to build next.

Aws Agentic Ai refers to an AI-driven agentic capability within AWS, aiming to automate complex workflows by orchestrating services and responding to evolving goals with minimal human intervention.

AWS Cost Operations describes a capability for overseeing cloud spending, tracking expense drivers, and aligning workloads with budgets so teams can optimize provisioning and finance decisions.

Provides a static code analysis capability that inspects source files without running them, helping developers catch issues early in the build pipeline.

Blueprint for using runtime monitoring (Falco, auditd, custom rules) to spot namespace/capability abuse, sensitive mounts, and syscalls that signal container escape attempts.

Translate PRD intent, roadmap asks, or product discussions into implementation-ready capability plans that spell out constraints, invariants, interfaces, and open decisions before multi-service work begins.

Guides users through the Skills CLI to search for, present, and install open agent skills when they ask how to do specialized tasks or extend capability quickly.