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Jammy2211 merged 1 commit into from
Aug 22, 2026
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prompt: file the three jax-grad-local-vs-ci-assertions follow-ups #263

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15 changes: 9 additions & 6 deletions dashboard.html
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Expand Up @@ -38,21 +38,21 @@
<body>
<h1>📋 PyAutoMind Dashboard</h1>
<p>Every task the Mind is holding. Tap a task's 📋 and its <code>/start_dev</code> command is on your clipboard — paste it into a Claude Code chat to route Claude straight to that task.</p>
<p class="muted">In flight 2 · Parked 3 · Planned 6 · Backlog 143 · <a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/dashboard.md">markdown version</a></p>
<p class="muted">In flight 2 · Parked 3 · Planned 6 · Backlog 146 · <a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/dashboard.md">markdown version</a></p>
<h2>Start here</h2>
<h3>Highest priority <span class="facets">(filed as high) — showing 12 of 18</span></h3>
<h3>Highest priority <span class="facets">(filed as high) — showing 12 of 19</span></h3>
<div class="task"><button class="copy" data-cmd="/start_dev draft/triage/jax_zero_contour.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/triage/jax_zero_contour.md">TRIAGE: needs manual review before routing</a> — <span class="facets">medium · safe · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md">Numba CPU likelihood phase 1: batched MGE convolution + operated-matrix</a> — <span class="facets">autoarray · medium · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/rectangular_bilinear_rtu_mesh_split.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/rectangular_bilinear_rtu_mesh_split.md">Rectangular mesh split: Bilinear (fast CPU default) vs RTU (advanced/GPU)</a> — <span class="facets">autoarray · medium · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/numba_cpu_likelihood_kernel_cdf_fast_path.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/numba_cpu_likelihood_kernel_cdf_fast_path.md">Numba CPU likelihood phase 2: kernel-CDF numba fast path (the</a> — <span class="facets">autoarray · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/autolens/multi_galaxy_package.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/autolens/multi_galaxy_package.md">multi_galaxy package: new regime package in autolens_workspace</a> — <span class="facets">autolens · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens_profiling/jax_compile_time_profiling.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens_profiling/jax_compile_time_profiling.md">Profile and speed up JAX likelihood-function compile times (all use</a> — <span class="facets">autolens_profiling · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/profiling/profiling_agent_jax_compile_time_scope.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/profiling/profiling_agent_jax_compile_time_scope.md">Give the Profiling Agent a compile-time axis — the arc</a> — <span class="facets">profiling · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautonerves/small_datasets_regime_stamp_at_writer_funnel.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautonerves/small_datasets_regime_stamp_at_writer_funnel.md">Stamp the small-datasets regime at the FITS writer funnel</a> — <span class="facets">pyautonerves · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autoarray/delaunay_research.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autoarray/delaunay_research.md">Deep research: Can we speed up Delaunay in PyAutoArray?</a> — <span class="facets">autoarray · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autofit/priors_and_messages_math_audit.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autofit/priors_and_messages_math_audit.md">Census of priors and messages — confirmed bugs + redesign</a> — <span class="facets">autofit · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/refactor/autogalaxy/einstein_radius_jit_native_seed_finder.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/refactor/autogalaxy/einstein_radius_jit_native_seed_finder.md"><code>einstein_radius_jit_from</code>: replace static init_guess with a JAX-native seed finder</a> — <span class="facets">autogalaxy · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/autolens/split_lensing_regimes.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/autolens/split_lensing_regimes.md">Split lensing regimes: multi_galaxy / group / cluster (epic plan)</a> — <span class="facets">autolens · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/test/autolens_workspace_developer/mge_jit_regression_rebaseline.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/test/autolens_workspace_developer/mge_jit_regression_rebaseline.md">Re-baseline the MGE imaging JIT profiling regression value</a> — <span class="facets">autolens_workspace_developer · too-large · supervised · high</span></p></div>
<h3>Quick wins <span class="facets">(small enough, and safe enough to run unattended)</span></h3>
<p class="muted">(none right now)</p>
<h2>In flight <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/active.md">markdown version</a></h2>
Expand All @@ -77,7 +77,7 @@ <h2>Planned <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob
<div class="task"><button class="copy" data-cmd="/route start the planned PyAutoMind task latent-nan-guard-honest-run — its record is in planned.md" aria-label="Copy the Claude command">📋</button><p><b>latent-nan-guard-honest-run</b></p></div>
</details>
<h2>Backlog <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/tree/main/draft">markdown version</a></h2>
<p class="muted">143 filed prompts, not started — sorted most-pickable first (priority, then size). 23 of them belong to an epic and are listed only under Epics below.</p>
<p class="muted">146 filed prompts, not started — sorted most-pickable first (priority, then size). 23 of them belong to an epic and are listed only under Epics below.</p>
<details>
<summary>feature — 28</summary>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md">Numba CPU likelihood phase 1: batched MGE convolution + operated-matrix</a> — <span class="facets">autoarray · medium · supervised · high</span></p></div>
Expand Down Expand Up @@ -110,14 +110,16 @@ <h2>Backlog <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/tree
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/pyautomind/repos-sync-config-stamper.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautomind/repos-sync-config-stamper.md">Teach repos_sync --write to stamp organ config surfaces</a> — <span class="facets">pyautomind · hard · supervised · low</span></p></div>
</details>
<details>
<summary>bug — 31</summary>
<summary>bug — 33</summary>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautonerves/small_datasets_regime_stamp_at_writer_funnel.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautonerves/small_datasets_regime_stamp_at_writer_funnel.md">Stamp the small-datasets regime at the FITS writer funnel</a> — <span class="facets">pyautonerves · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/health_fixes/jax_runtime_and_parity.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/health_fixes/jax_runtime_and_parity.md">Fix release JAX runtime compatibility and likelihood parity</a> — <span class="facets">health_fixes · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/health_fixes/jit_visualization_outputs.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/health_fixes/jit_visualization_outputs.md">Fix JIT quick-update visualization output regressions</a> — <span class="facets">health_fixes · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/health_fixes/numerical_inversion_failures.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/health_fixes/numerical_inversion_failures.md">Fix release-profile numerical inversion failures</a> — <span class="facets">health_fixes · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/health_fixes/samples_parameter_paths.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/health_fixes/samples_parameter_paths.md">Fix release result/sample parameter-path regressions</a> — <span class="facets">health_fixes · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/pixel_scales_int_not_widened_to_tuple.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autoarray/pixel_scales_int_not_widened_to_tuple.md"><code>pixel_scales</code> given as an <code>int</code> (or <code>np.float64</code>) is never widened</a> — <span class="facets">autoarray · small · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autofit/jax_011_message_log_partition_tuple_shape.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autofit/jax_011_message_log_partition_tuple_shape.md">jax 0.11 breaks beta/gamma message log_partition under jit ('tuple' object</a> — <span class="facets">autofit · small · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautoheart/script_timing_baselines_orphaned_and_window_filled.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautoheart/script_timing_baselines_orphaned_and_window_filled.md">Heart script_timing baselines are orphaned by path moves and filled</a> — <span class="facets">pyautoheart · small · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/small_datasets_rmtree_of_committed_data.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autoarray/small_datasets_rmtree_of_committed_data.md">should_simulate rmtree's committed, gitignore-allowlisted datasets</a> — <span class="facets">autoarray · medium · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/numba_kernel_shift_axes_swapped.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autoarray/numba_kernel_shift_axes_swapped.md">Numba PSF gathers derive the y/x kernel shifts from the</a> — <span class="facets">autoarray · low · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/pynufft_scipy_pinv2_dev_extra.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autoarray/pynufft_scipy_pinv2_dev_extra.md">PyNUFFT dev extra is incompatible with current SciPy on Python</a> — <span class="facets">autoarray · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autofit/loggaussian_prior_declares_own_support.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autofit/loggaussian_prior_declares_own_support.md"><code>LogGaussianPrior</code> misreports its own support as <code>(-inf, inf)</code></a> — <span class="facets">autofit · small · supervised · normal</span></p></div>
Expand Down Expand Up @@ -163,7 +165,8 @@ <h2>Backlog <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/tree
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/libraries/python_312_minimum.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/libraries/python_312_minimum.md">Adopt Python 3.12 as the PyAuto ecosystem minimum</a> — <span class="facets">libraries</span></p></div>
</details>
<details>
<summary>maintenance — 17</summary>
<summary>maintenance — 18</summary>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/ci/smoke_install_stale_jax_pin.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/ci/smoke_install_stale_jax_pin.md">smoke_install.sh's stale <code>jax&lt;0.7</code> pin — CI is on the right</a> — <span class="facets">ci · low · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_workspace_developer/rectangular_experiments_gut_stash.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_workspace_developer/rectangular_experiments_gut_stash.md">autolens_workspace_developer rectangular experiments — Gut stash + rename</a> — <span class="facets">autolens_workspace_developer · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/workspaces/config_key_mirror_drift.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/workspaces/config_key_mirror_drift.md">Mirror drifted library config keys into the workspace configs</a> — <span class="facets">workspaces · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/workspaces/unpark_imaging_scaling_relation_slam.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/workspaces/unpark_imaging_scaling_relation_slam.md">Un-park imaging/features/scaling_relation/slam once PyAutoArray#431 merges</a> — <span class="facets">workspaces · small · supervised · normal</span></p></div>
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