{"slug":"jabrena-412-frameworks-quarkus-panache","source_name":"jabrena/412-frameworks-quarkus-panache","name":"Jabrena/412 Frameworks Quarkus Panache","description":"Use when you need data access with Quarkus Hibernate ORM Panache — including PanacheEntity / PanacheEntityBase, PanacheRepository, named queries, JPQL, native SQL, DTO projections (project(Class)), pagination (Page.of()), N+1 avoidance (JOIN FETCH), optimistic locking (@Version / OptimisticLockException), @NamedQuery for validated reusable queries, transactions, @TestTransaction for test isolation, and immutable-friendly patterns. This is the Quarkus analogue to Spring Data for relational persis","version":1,"lift":{"pass_rate_delta_pts":-100,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":-1.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T10:59:46.025135+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":-100,"with_pass_pct":0,"without_pass_pct":100,"tokens_delta_pct":-1.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T10:59:46.025135+00:00","run_id":"038fc549-e3c7-47d1-ad69-9aac0450ad92","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":"Apache-2.0","install_count":0,"manifest_hash":"f57a856445071214b01dc2496574c03f8e13dc5750387ead909dbdafb24ec039","raw_url":"https://app.decimal.ai/s/jabrena-412-frameworks-quarkus-panache/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jabrena-412-frameworks-quarkus-panache"}