Skill UI

This comprehensive skill enables the continuous self-improvement and maintenance of the makepad-skills library. It provides detailed workflows for developers needing to automate skill routing, detect development patterns, perform self-correction, or adapt to new versions. It guides users through identifying valuable knowledge, classifying patterns, and formatting contributions for robust skill evolution.

This framework enforces high output quality, intellectual honesty, and continuous improvement across all AppSec agents. It mandates structured processes, including self-critique loops, anti-rationalization guards, and self-reflection quality gates (≥8 scoring). Applicable during code review, SAST, SCA, and threat modeling, it ensures rigorous and verifiable security analysis.