The Agent Skills Directory

[SAFE]: The skill uses the dotenv library for managing environment variables, which is a standard and recommended practice for handling secrets like API keys in local development environments.
[SAFE]: The bundled Python scripts implement strict validation for user-provided inputs. For example, scripts/create_subsampling_design.py validates numeric filter operators against a hardcoded whitelist (Eq, Neq, Lt, Lte, Gt, Gte) before attempting to use them.
[SAFE]: External dependencies are limited to the legitimate jinko-sdk and standard libraries. The documentation correctly identifies jinko-sdk as a prerequisite and provides standard installation instructions via pip.
[SAFE]: The skill implements logical safeguards, such as requiring a Trial to be in the 'completed' status before allowing the creation of a subsampling design, and requiring a diagnostics check before generating artifacts.

jinko-calibration-subsampling