Skill UI

This advanced workflow orchestrates complex, multi-node GPU clusters on Vast.ai. It is designed for large-scale distributed machine learning training, automatically handling spot instance preemption and resuming jobs from checkpoints. Furthermore, it provides comprehensive cost analysis by tracking billing history, allowing users to optimize GPU spending and manage cluster teardown efficiently.

bdistill transforms AI interactions into a structured, queryable knowledge base. It extracts, structures, and quality-scores domain knowledge from both closed-source AI models (in-session) and local open-source models (via Ollama). Users can build comprehensive reference datasets, Q&A pairs, or generate structured training data for traditional machine learning, ensuring validated and exportable domain expertise.

This skill guides users through a comprehensive Legitimate Interest Assessment (LIA) required under GDPR Article 6(1)(f). Utilizing the official EDPB three-step test, it helps users systematically determine if processing personal data based on legitimate interest is legal, proportionate, and necessary. It is crucial for documenting compliance records, especially concerning AI training, web scraping, and direct marketing.