Skill UI

Guides users to select a local, on-device Personally Identifiable Information (PII) detection model from a committed registry. It filters models based on language, required runtime environment (e.g., PyTorch, MLX), and size constraints. The process emphasizes building an offline shortlist and mandates rigorous pre-deployment recall validation and performance benchmarking to ensure secure, privacy-preserving deployment.

This tool automatically generates comprehensive release notes from git commits. It analyzes version history, categorizes changes (features, fixes, etc.), and outputs three distinct formats: a technical CHANGELOG.md section, a semi-technical PR body, and a user-friendly Slack announcement. It excels at transforming complex technical jargon into accessible messaging for different audiences.

This tool performs a rapid, heuristic security assessment focused on identifying common vulnerabilities listed in the OWASP Top 10. It scans source code for hardcoded secrets, SQL injection risks, XSS vectors, insecure dependencies, and authentication flaws. It is ideal for pre-commit checks or code reviews before merging sensitive changes.

This orchestrator manages the entire end-to-end pipeline for preparing technical talks, transforming raw materials—whether code commits (REX mode) or conceptual articles—into polished revision sheets. It sequentially runs through multiple stages (Research, Concepts, Scripting, Revision) with human-in-the-loop checkpoints, ensuring a structured and comprehensive content creation workflow.