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jax fortran oracle tests (#1404)

Restored clubb_jax vs clubb_f2py fortran bindings tests that compare the outputs of clubb_jax functions directly to their compiled fortran counterparts.

clubb_jax changes are minimal:

Use hardcoded pi that matches the pi used in fortran instead of jnp.pi
remove the clubb_release hardcoded path from the gases_ckd_data.py parser.
</comment><date>2026-10-20 14:57:07 -0500</date><id>bb08268b3348ef71f7eec35eb0fb5ee4eb10197d</id><msg>Restore jax fortran oracle tests 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_class='hudson.plugins.git.GitChangeSet'><affectedPath>clubb_jax/src/CLUBB_core/fill_holes.py</affectedPath><affectedPath>.agents/skills/clubb-documentation/language/SKILL.md</affectedPath><affectedPath>clubb_jax/pytests/auto_llm_generated_pytests/test_multicolumn_microphys_adapters.py</affectedPath><affectedPath>clubb_jax/src/Microphys/pdf_hydromet_microphys_wrapper.py</affectedPath><affectedPath>.agents/skills/clubb-documentation/change-messages/SKILL.md</affectedPath><commitId>82c8fdb39580f015d26f9cb021b8376696d96b7f</commitId><timestamp>1792549343000</timestamp><author><absoluteUrl>https://carson.math.uwm.edu/jenkins/user/noreply</absoluteUrl><fullName>noreply</fullName></author><authorEmail>noreply@github.com</authorEmail><comment>Fix per-column inputs in JAX microphysics (#1407)

* Align JAX microphysics with per-column Fortran inputs

Pass each column’s parameters into PDF preparation and its own grid spacing into hydrometeor hole filling after the master multi-column fix. The previous scalar remapping disagreed with current Fortran from step 2.

Six focused eager/JIT checks pass, covering column independence, conserved mass and derivatives. Both regressions detect the retained pre-fix adapters; full case comparisons are in progress.

(cherry picked from commit 7fc8280d9ce3fe0ec51bf5e7f3cfd3a0e7c8838a)

* Explain PR problems before describing their solutions

Change-first PR openings make their motivation harder to follow. Use
Motivation and Change to describe the problem first, then its cause and
the proposed solution; align the language guidance with that order.

Both documentation skills validate, and relative-link checks pass.
</comment><date>2026-10-20 21:22:23 -0500</date><id>82c8fdb39580f015d26f9cb021b8376696d96b7f</id><msg>Fix per-column inputs in JAX microphysics (#1407)</msg><path><editType>edit</editType><file>.agents/skills/clubb-documentation/language/SKILL.md</file></path><path><editType>edit</editType><file>clubb_jax/src/CLUBB_core/fill_holes.py</file></path><path><editType>edit</editType><file>clubb_jax/src/Microphys/pdf_hydromet_microphys_wrapper.py</file></path><path><editType>add</editType><file>clubb_jax/pytests/auto_llm_generated_pytests/test_multicolumn_microphys_adapters.py</file></path><path><editType>edit</editType><file>.agents/skills/clubb-documentation/change-messages/SKILL.md</file></path></item><kind>git</kind></changeSet><culprit><absoluteUrl>https://carson.math.uwm.edu/jenkins/user/noreply</absoluteUrl><fullName>noreply</fullName></culprit><inProgress>false</inProgress><previousBuild><number>15</number><url>https://carson.math.uwm.edu/jenkins/job/clubb_fire_tuning/15/</url></previousBuild></workflowRun>