{"slug":"mkurman-hydra","source_name":"mkurman/hydra","name":"Mkurman/Hydra","description":"Configuration framework for complex applications (Hydra). Dynamic hierarchical configuration by composition and override via CLI, YAML, and structured configs. Use for ML experiment management, multi-environment deployment, hyperparameter sweeps, and reproducible research workflows. Integrates with PyTorch Lightning, Weights & Biases, MLflow, and Optuna.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":171.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T13:29:19.239077+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":95.5,"without_pass_pct":90.9,"tokens_delta_pct":171.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-21T13:29:19.239077+00:00","run_id":"97127d34-39f5-495c-bf6d-13045dd8b683","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT license","install_count":0,"manifest_hash":"76c56705e83a53512df3f6ee0177a8c63e0feafeff87c540409a59c66f90d331","raw_url":"https://app.decimal.ai/s/mkurman-hydra/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mkurman-hydra"}