The Agent Skills Directory

[SAFE]: The skill instructions and Python code snippets demonstrate the legitimate use of the nvalchemi library for monitoring training and dynamics progress. All modules, such as ReportingOrchestrator and LoggingHook, are consistent with the vendor's ecosystem.
[SAFE]: The reporting sinks (RichReporter, TensorBoardReporter) and the LoggingHook are used to write scalars and progress updates to standard local directories, with no evidence of sensitive data exfiltration or malicious network activity.
[SAFE]: The skill promotes secure practices in distributed environments by recommending rank-gating (e.g., rank_zero_only) to coordinate file access across multiple processes.

nvalchemi-reporting