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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>PyAutoMind Dashboard</title>
<!-- generated by `pyauto-brain intake dashboard --apply` on 2026-08-23 — regenerate, do not hand-edit -->
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<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. <a href="#recent">Recent</a> is the same work by date — what has been happening rather than what to do next.</p>
<p class="muted">In flight 1 · Parked 3 · Planned 6 · Backlog 153 · <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 17</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/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>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/defer_scipy_sparse_import.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/defer_scipy_sparse_import.md">Defer the eager scipy.sparse import in derivative_util (~0.10 s of</a> — <span class="facets">libraries · small · safe · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/workspaces/bug_fix_the_tracer_fits_existence_guard.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/workspaces/bug_fix_the_tracer_fits_existence_guard.md">Bug: fix the tracer.fits existence guard in autolens_workspace imaging modeling.py</a> — <span class="facets">workspaces · small · safe · normal</span></p></div>
<h2>In flight <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/active.md">markdown version</a></h2>
<p class="muted">Issued — each has an open GitHub issue and usually a branch.</p>
<div class="task"><button class="copy" data-cmd="/start_dev active/16_transformed_message_factor_gradient_unpack.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/active/16_transformed_message_factor_gradient_unpack.md"><code>@PyAutoFit</code> <code>TransformedMessage.factor_gradient</code> crashes on first call</a> — <a href="https://github.com/PyAutoLabs/PyAutoFit/issues/1501">issue #1501</a><span class="facets"> — issued 2026-08-19</span> — <span class="facets">HOLD — do not start dev. Fix-or-delete hangs off the PyAutoFit#1498 logpdf-contract</span></p></div>
<h2>Parked <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/parked.md">markdown version</a></h2>
<details>
<summary>3 task(s)</summary>
<div class="task"><button class="copy" data-cmd="/start_dev active/12_single_source_density_refactor.md" aria-label="Copy the Claude command">📋</button><p><b>single-source-density-design</b> — <a href="https://github.com/PyAutoLabs/PyAutoFit/issues/1500">issue #1500</a><span class="facets"> — parked 2026-08-18</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev active/13_collapse_prior_and_message.md" aria-label="Copy the Claude command">📋</button><p><b>prior-message-collapse-design</b> — <a href="https://github.com/PyAutoLabs/PyAutoFit/issues/1500">issue #1500</a><span class="facets"> — parked 2026-08-18</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev active/pyautoreduce_slacs1430_acs_comparison.md" aria-label="Copy the Claude command">📋</button><p><b>pyautoreduce-slacs1430-acs-comparison</b><span class="facets"> — parked 2026-08-08</span></p></div>
</details>
<h2>Planned <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/planned.md">markdown version</a></h2>
<details>
<summary>6 task(s)</summary>
<div class="task"><button class="copy" data-cmd="/route start the planned PyAutoMind task isothermal-ell-sph-oversampling-at-the-cusp — its record is in planned.md" aria-label="Copy the Claude command">📋</button><p><b>isothermal-ell-sph-oversampling-at-the-cusp</b><span class="facets"> — found 2026-08-09</span> — <span class="facets">planned — NOT yet a prompt file; file one via <code>/intake</code> before starting</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autofit_assistant/remote_mcp_deployment_tiers.md" aria-label="Copy the Claude command">📋</button><p><b>remote-mcp-deployment-tiers</b> — <a href="https://github.com/PyAutoLabs/autofit_assistant/issues/20">issue #20</a><span class="facets"> — filed 2026-07-21</span> — <span class="facets">DESIGN-COMPLETE, build BLOCKED-ON-DEMAND — issue #20 holds the full auth/transport/hosting design + Richard/PyAutoMCP…</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><b>samples-parameter-paths</b> — <a href="https://github.com/PyAutoLabs/PyAutoFit/issues/1327">issue #1327</a><span class="facets"> — filed 2026-07-08</span> — <span class="facets">parked</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/jax_point_source_point_smoke_sentinel.md" aria-label="Copy the Claude command">📋</button><p><b>jax-point-source-point-smoke-sentinel</b><span class="facets"> — filed 2026-05-21</span> — <span class="facets">planned</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autogalaxy/piemass_potential.md" aria-label="Copy the Claude command">📋</button><p><b>piemass-potential</b><span class="facets"> — filed 2026-06-05</span> — <span class="facets">planned</span></p></div>
<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><span class="facets"> — planned 2026-07-22</span></p></div>
</details>
<h2>Backlog <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/tree/main/draft">markdown version</a></h2>
<p class="muted">153 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 — 29</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>
<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/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/feature/autofit/prior_exit_sampler_coverage.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autofit/prior_exit_sampler_coverage.md">Which other searches need prior-support handling — coverage audit after</a> — <span class="facets">autofit · medium · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autofit/search_seed_reproducibility.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autofit/search_seed_reproducibility.md">Give PyAutoFit searches a <code>seed</code> — today no search can</a> — <span class="facets">autofit · medium · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/multiwavelength_inversion.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/multiwavelength_inversion.md">Can create a list of InversionMatrix objects for each dataset</a> — <span class="facets">autoarray · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens_workspace/joss_cluster_benchmark_tuning.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens_workspace/joss_cluster_benchmark_tuning.md">Tune cluster-scale JOSS benchmarks toward their 5-minute targets</a> — <span class="facets">autolens_workspace · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/pyautobrain/brain_board_follow_ups.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautobrain/brain_board_follow_ups.md">Brain board follow-ups: round out the morning surface</a> — <span class="facets">pyautobrain · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/pyautomind/complete_archive_wiki.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautomind/complete_archive_wiki.md">Token-light wiki index over the complete/ archive</a> — <span class="facets">pyautomind · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/workspaces/group_los_halos.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/workspaces/group_los_halos.md">The imaging <code>features/advanced/los_halos</code> example needs improving and padding out before</a> — <span class="facets">workspaces · medium · safe · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/workspaces/group_subhalo_sensitivity.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/workspaces/group_subhalo_sensitivity.md">The imaging <code>features/advanced/subhalo/sensitivity</code> example needs improving and padding out before</a> — <span class="facets">workspaces · medium · safe · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/arcsecond_to_decimal.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/arcsecond_to_decimal.md">Claude Development Prompt: Arcsecond Tick Label Decimal Placement</a> — <span class="facets">autoarray · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autofit/ep_analytic_updates.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autofit/ep_analytic_updates.md">EP analytic updates — implement the four planned work packages</a> — <span class="facets">autofit · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autofit_assistant/remote_mcp_deployment_tiers.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autofit_assistant/remote_mcp_deployment_tiers.md">Remote-MCP deployment tiers (2 + 3) for the results-inspector server</a> — <span class="facets">autofit_assistant · large · human-required · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens_profiling/search_settings_estimation_infrastructure.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens_profiling/search_settings_estimation_infrastructure.md">Search settings-estimation + profiling infrastructure (n_starts / batch_size / n_batch)</a> — <span class="facets">autolens_profiling · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens_workspace/oversampled_psf_dataset_adoption.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens_workspace/oversampled_psf_dataset_adoption.md">Adopt oversampled PSFs in the start-here dataset chain (option a)</a> — <span class="facets">autolens_workspace · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/rectangular_multi_submesh.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/rectangular_multi_submesh.md">Follow-up to <code>rectangular_adapt_cdf.md</code> (issue #322) and Path A</a> — <span class="facets">autoarray · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autogalaxy/piemass_potential.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autogalaxy/piemass_potential.md"><code>PIEMass.potential_2d_from</code>: implement the missing lensing potential</a> — <span class="facets">autogalaxy · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens_jax_joss/autolens_jax_joss_benchmark_repo.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens_jax_joss/autolens_jax_joss_benchmark_repo.md">autolens_jax_joss benchmark repo + real-data start_here pairing</a> — <span class="facets">autolens_jax_joss · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/jax_substructure/5_prng_key_vmap_noise.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/jax_substructure/5_prng_key_vmap_noise.md">Context: PyAutoLens issue #542 follow-up (Gap 1, deferred during the</a> — <span class="facets">jax_substructure · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/jax_substructure/6_deflection_equivalence_test.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/jax_substructure/6_deflection_equivalence_test.md">Context: PyAutoLens issue #542 follow-up (Gap 2, deferred during the</a> — <span class="facets">jax_substructure · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/workspaces/restore_multiple_sources_lensing_of_lens.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/workspaces/restore_multiple_sources_lensing_of_lens.md">Once https://github.com/PyAutoLabs/PyAutoLens/issues/480 is fixed (PointSolver</a> — <span class="facets">workspaces · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autogalaxy/dpie_sigma0_parameterization.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autogalaxy/dpie_sigma0_parameterization.md">dPIE: optional central-dispersion (sigma_0) parameterization</a> — <span class="facets">autogalaxy · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/pyautohands/release_board_run_logs_enrichment.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautohands/release_board_run_logs_enrichment.md">Release board: local run_logs enrichment</a> — <span class="facets">pyautohands · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/workspaces/gallery_runner_missing_tiers.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/workspaces/gallery_runner_missing_tiers.md">Gallery runner: add visualization_upper + decide the modeling_visualization_jit tier</a> — <span class="facets">workspaces · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autonomy/10_scheduled_runs.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autonomy/10_scheduled_runs.md">Scheduled runs — overnight queue passes with a morning report</a> — <span class="facets">autonomy · medium · supervised · low</span></p></div>
<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 — 34</summary>
<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/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/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>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autofit/plot_functions_discard_kwargs.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autofit/plot_functions_discard_kwargs.md"><code>autofit.plot</code> functions accept <code>**kwargs</code> and silently discard them</a> — <span class="facets">autofit · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autofit/test_mode_bypass_ordered_assertion_ties.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autofit/test_mode_bypass_ordered_assertion_ties.md">TEST_MODE bypass crashes on ordered-parameter assertion ties</a> — <span class="facets">autofit · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/point_jax_vmap_parity_nondeterministic.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/point_jax_vmap_parity_nondeterministic.md">point.py JAX-vmap parity assert is non-deterministic under the smoke env</a> — <span class="facets">autolens · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens_workspace/script_local_pixel_scale_vs_dataset_pixel_scales.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens_workspace/script_local_pixel_scale_vs_dataset_pixel_scales.md">Scripts derive geometry from a hardcoded pixel_scale while the dataset</a> — <span class="facets">autolens_workspace · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/howtogalaxy/small_api_drift_ellipse_and_plot_grid_lines.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/howtogalaxy/small_api_drift_ellipse_and_plot_grid_lines.md">HowToGalaxy small API drifts: ellipse kwargs + plot_grid_lines (parked NEEDS_FIX)</a> — <span class="facets">howtogalaxy · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautobrain/pyautoconf_rename_functional_leftovers.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautobrain/pyautoconf_rename_functional_leftovers.md">PyAutoConf rename leftovers in Brain functional surfaces</a> — <span class="facets">pyautobrain · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautohands/generate_rejects_autocti_after_deleting_notebooks.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautohands/generate_rejects_autocti_after_deleting_notebooks.md"><code>generate.py</code> deletes notebooks/ before rejecting an unknown project</a> — <span class="facets">pyautohands · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautoreduce/published_autoreduce_09_missing_312_floor.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautoreduce/published_autoreduce_09_missing_312_floor.md"><code>autoreduce 0.9</code> on PyPI never got the Python 3.12 floor</a> — <span class="facets">pyautoreduce · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/workspaces/aplt_output_drift_remaining_repos.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/workspaces/aplt_output_drift_remaining_repos.md"><code>aplt.Output</code> stale-API drift in the remaining workspace repos</a> — <span class="facets">workspaces · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/workspaces/bug_fix_the_tracer_fits_existence_guard.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/workspaces/bug_fix_the_tracer_fits_existence_guard.md">Bug: fix the tracer.fits existence guard in autolens_workspace imaging modeling.py</a> — <span class="facets">workspaces · small · safe · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/workspaces/jax_likelihood_pins_stale_by_1e4.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/workspaces/jax_likelihood_pins_stale_by_1e4.md">Three <code>jax_likelihood</code> pins are stale by ~1.24e-4 and fail the</a> — <span class="facets">workspaces · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/PROBE_adapt_double_square_coefficient.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autoarray/PROBE_adapt_double_square_coefficient.md">PROBE: is Adapt's 4th-power coefficient dependence (double square) intentional?</a> — <span class="facets">autoarray · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/interferometer_delaunay_nonpd_fitexception.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/interferometer_delaunay_nonpd_fitexception.md">interferometer Delaunay pixelization — non-PD FitException in test-mode bypass</a> — <span class="facets">autolens · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/jax_point_source_point_smoke_sentinel.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/jax_point_source_point_smoke_sentinel.md">JAX point-source smoke sentinel: point.py returns -1e99 instead of -83.38</a> — <span class="facets">autolens · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/jit_cache_not_hit_modeling_visualization.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/jit_cache_not_hit_modeling_visualization.md">JIT cache not hit in modeling_visualization delaunay/rectangular scripts</a> — <span class="facets">autolens · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens_workspace_test/multi_dataset_jax_likelihood_xla_stall.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens_workspace_test/multi_dataset_jax_likelihood_xla_stall.md">multi_dataset/jax_likelihood scripts hang to the timeout cap (XLA compile stall)</a> — <span class="facets">autolens_workspace_test · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/priors/15_transformed_message_logpdf_jacobian.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/priors/15_transformed_message_logpdf_jacobian.md"><code>@PyAutoFit</code> <code>TransformedMessage.logpdf</code>/<code>pdf</code> omit the transform Jacobian</a> — <span class="facets">priors · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/health_fixes/release_timeout_policy.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/health_fixes/release_timeout_policy.md">Resolve release-profile timeout scripts deliberately</a> — <span class="facets">health_fixes · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/priors/14_replace_transform_stack_with_bijectors.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/priors/14_replace_transform_stack_with_bijectors.md"><code>@PyAutoFit</code> Refactor: replace hand-rolled <code>AbstractDensityTransform</code> with <code>tfp.bijectors</code> / <code>numpyro.distributions.transforms</code></a> — <span class="facets">priors · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/priors/z_features.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/priors/z_features.md">Priors & Messages cleanup — tracker</a> — <span class="facets">priors · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/jax_likelihood_smoke_pins_stale.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/jax_likelihood_smoke_pins_stale.md">autolens_workspace_test jax_likelihood pins: 4 scripts fail smoke on main</a> — <span class="facets">autolens · low · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautomind/status_sh_repos_missing_source.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautomind/status_sh_repos_missing_source.md">status.sh --repos sources a file that no longer exists</a> — <span class="facets">pyautomind · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/reconstruction_noise_map_solver_mismatch.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autoarray/reconstruction_noise_map_solver_mismatch.md">The reconstruction noise map describes a different estimator than the</a> — <span class="facets">autoarray · medium · human-required · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/pyautolens/point_source_json_datasets_record_no_regime.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautolens/point_source_json_datasets_record_no_regime.md">Point-source JSON datasets record no resolution regime</a> — <span class="facets">pyautolens · medium · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/interferometer_release_leg_oom.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/interferometer_release_leg_oom.md">interferometer/start_here.py OOM in nightly release-validation integrate leg</a> — <span class="facets">autolens</span></p></div>
</details>
<details>
<summary>research — 17</summary>
<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/research/autoarray/delaunay_callback_persistent_cache_miss.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autoarray/delaunay_callback_persistent_cache_miss.md">Delaunay-family JAX modules never hit the persistent compilation cache</a> — <span class="facets">autoarray · medium · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autolens/quick_update_plotting_cost.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autolens/quick_update_plotting_cost.md">Quick-update plotting cost — minutes per update, and it is</a> — <span class="facets">autolens · medium · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autobuild/git_docs.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autobuild/git_docs.md">Use readthedocs or migrate to GitHub docs</a> — <span class="facets">autobuild · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/pyautobrain/explore_dashboardify_the_brain_s_operational_sur.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/pyautobrain/explore_dashboardify_the_brain_s_operational_sur.md">Explore: dashboardify the Brain's operational surfaces with pasteable conductor prompts</a> — <span class="facets">pyautobrain · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/pyautoreduce/acceptance_noise_rebaseline.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/pyautoreduce/acceptance_noise_rebaseline.md">Re-baseline the slacs0008 acceptance parity after the HAP-dedupe fix</a> — <span class="facets">pyautoreduce · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autoarray/rectangular_kernel_bandwidth_defaults.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autoarray/rectangular_kernel_bandwidth_defaults.md">Kernel-CDF bandwidth defaults — config-dependent quality, investigate adaptivity</a> — <span class="facets">autoarray · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autolens_workspace_developer/jax_jit_profiling.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autolens_workspace_developer/jax_jit_profiling.md">We have lots of examples which profile how long JAX</a> — <span class="facets">autolens_workspace_developer · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/libraries/intel_macos_support_policy.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/libraries/intel_macos_support_policy.md">Is Intel macOS a supported platform, and what is the</a> — <span class="facets">libraries · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/pyautomemory/checkerboard_psf_mismatch_residual_diagnostic.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/pyautomemory/checkerboard_psf_mismatch_residual_diagnostic.md">Checkerboard PSF-mismatch residual diagnostic — research + document + ingest</a> — <span class="facets">pyautomemory · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autofit/autofit_profiling_bootstrap.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autofit/autofit_profiling_bootstrap.md">autofit_profiling: bootstrap the repo + general PyAutoFit profiling epic</a> — <span class="facets">autofit · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autolens_profiling/multiband_compile_census_completion.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autolens_profiling/multiband_compile_census_completion.md">Multi-band compile census completion — A100/multi-core + hetero GPU rows</a> — <span class="facets">autolens_profiling · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/pyautoreduce/legacy_flux_scale_parity.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/pyautoreduce/legacy_flux_scale_parity.md">Chase the ~6% flux scale between PyAutoReduce and legacy SLACS</a> — <span class="facets">pyautoreduce · medium · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autoarray/delaunay_interpolator_pure_callback_vmap_memory.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autoarray/delaunay_interpolator_pure_callback_vmap_memory.md">PyAutoArray Delaunay interpolator's <code>pure_callback</code> vs vmap — minor efficiency follow-up</a> — <span class="facets">autoarray · too-large · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autolens_profiling/cluster_gradient_search_benchmark.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autolens_profiling/cluster_gradient_search_benchmark.md">Cluster-scale gradient-search benchmark (Prodigy vs Nautilus, point-source)</a> — <span class="facets">autolens_profiling</span></p></div>
<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 — 21</summary>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/untrack_generated_fits_test_artifacts.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/untrack_generated_fits_test_artifacts.md">Untrack the generated FITS test artifacts in autoarray</a> — <span class="facets">libraries · small · supervised · medium</span></p></div>
<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<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/libraries/defer_scipy_sparse_import.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/defer_scipy_sparse_import.md">Defer the eager scipy.sparse import in derivative_util (~0.10 s of</a> — <span class="facets">libraries · small · safe · 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>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_workspace_developer/stale_api_rot_audit.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_workspace_developer/stale_api_rot_audit.md">autolens_workspace_developer: broad stale-API rot (56 symbols, no CI)</a> — <span class="facets">autolens_workspace_developer · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/ci/run_smoke_copy_drift.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/ci/run_smoke_copy_drift.md">run_smoke.py: three runner variants across 10 repos, no sync mechanism</a> — <span class="facets">ci · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/dep_cap_refresh_2026_08.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/dep_cap_refresh_2026_08.md">Dependency-cap refresh 2026-08: safe bumps, astropy 8 decision, two dead</a> — <span class="facets">libraries · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/pyautomemory/canonical_key_todo_sweep.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/pyautomemory/canonical_key_todo_sweep.md">PyAutoMemory canonical-key TODO sweep</a> — <span class="facets">pyautomemory · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/pyautomind/history_policy_generated_block.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/pyautomind/history_policy_generated_block.md">Single-source the "Never rewrite history" policy as a generated AGENTS.md</a> — <span class="facets">pyautomind · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/workspaces/committed_capped_smoke_datasets.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/workspaces/committed_capped_smoke_datasets.md">Capped smoke datasets were committed as if they were real</a> — <span class="facets">workspaces · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_profiling/polish.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_profiling/polish.md">autolens_profiling is now a mature project, with a good separation</a> — <span class="facets">autolens_profiling · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/ci/copilot_auto_review.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/ci/copilot_auto_review.md">Auto-request GitHub Copilot code review on every PR, org-wide</a> — <span class="facets">ci · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/workspaces/read_through_issues.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/workspaces/read_through_issues.md">autolens_workspace</a> — <span class="facets">workspaces · too-large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/remove_pynufft_legacy_transformer.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/remove_pynufft_legacy_transformer.md">Remove pynufft + legacy TransformerNUFFTPyNUFFT</a> — <span class="facets">libraries · low-medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_profiling/jwst_lw_untracked_gitignore_gap.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_profiling/jwst_lw_untracked_gitignore_gap.md">dataset/imaging/jwst_lw is untracked because the gitignore was never extended for</a> — <span class="facets">autolens_profiling · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_workspace/cosmos_web_ring_mask_dtype.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_workspace/cosmos_web_ring_mask_dtype.md">cosmos_web_ring stores boolean masks as float64, wasting ~3.4 MB of</a> — <span class="facets">autolens_workspace · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_workspace/latex_docstrings_invalid_escape_warnings.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_workspace/latex_docstrings_invalid_escape_warnings.md">LaTeX in non-raw docstrings emits SyntaxWarning: invalid escape sequence</a> — <span class="facets">autolens_workspace · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/workspaces/notebook_setup_notebook_drift_siblings.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/workspaces/notebook_setup_notebook_drift_siblings.md">Regenerate setup_notebook-drifted notebooks in autogalaxy/autofit/HowToFit workspaces</a> — <span class="facets">workspaces · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/maintenance/pyautobrain/refactor_witness_map_missing_autonerves.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/pyautobrain/refactor_witness_map_missing_autonerves.md">Refactor Agent witness map lacks PyAutoNerves test suite</a> — <span class="facets">pyautobrain · low · safe · low</span></p></div>
</details>
<details>
<summary>docs — 14</summary>
<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/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/docs/workspaces/preloads_advanced_workspace_guide.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/preloads_advanced_workspace_guide.md">Advanced workspace guide: <code>Preloads</code> (PyAutoArray)</a> — <span class="facets">workspaces · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/autolens_workspace/markdown_regeneration_sigma_min.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/autolens_workspace/markdown_regeneration_sigma_min.md">Regenerate autolens_workspace markdown/ so the MGE pages show sigma_min</a> — <span class="facets">autolens_workspace · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/pyautobrain/rtd_organism_currency.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/pyautobrain/rtd_organism_currency.md">RTD organism docs currency: Nerves page, organ-count drift, hands.md rename</a> — <span class="facets">pyautobrain · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/workspaces/propagate_shear_galaxy_idiom_to_group_cluster.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/propagate_shear_galaxy_idiom_to_group_cluster.md">Propagate the shear_galaxy-at-(0,0) idiom to group/ and cluster/</a> — <span class="facets">workspaces · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/workspaces/rectangular_mesh_enzi_citation_examples.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/rectangular_mesh_enzi_citation_examples.md">Rectangular mesh Enzi citation — user-workspace pixelization examples</a> — <span class="facets">workspaces · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/autocti/api_rst_rewrite.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/autocti/api_rst_rewrite.md">Rewrite PyAutoCTI docs/api — 55 of 89 autosummary entries are</a> — <span class="facets">autocti · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/workspaces/extra_galaxies_feature_parity.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/extra_galaxies_feature_parity.md">extra_galaxies feature parity: point_source + multi_galaxy (both workspaces)</a> — <span class="facets">workspaces · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/howtolens/ch4_mask_overlay_never_drawn.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/howtolens/ch4_mask_overlay_never_drawn.md">HowToLens ch4 tutorial 3: mask overlay is never actually drawn</a> — <span class="facets">howtolens · small · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/workspaces/assistants_regime_extension.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/assistants_regime_extension.md">Assistants: regime-aware routing for multi_galaxy / group / cluster (follow-up)</a> — <span class="facets">workspaces · medium · supervised · low</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/autolens_workspace/sampler_cli_output_workspace_sweep.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/autolens_workspace/sampler_cli_output_workspace_sweep.md">Phase 2 — drop the hand-written quick-update sentence from the</a> — <span class="facets">autolens_workspace</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/workspaces/plot_coverage_followups.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/plot_coverage_followups.md">plot coverage — follow-ups deferred from plot-coverage-gaps</a> — <span class="facets">workspaces</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/workspaces/unify_ai_assistant_workspace_readmes.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/unify_ai_assistant_workspace_readmes.md">Phase 2: Make workspace READMEs assistant-first</a> — <span class="facets">workspaces</span></p></div>
</details>
<details>
<summary>refactor — 5</summary>
<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/refactor/autoarray/matern_vendor_bessel_kve.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/refactor/autoarray/matern_vendor_bessel_kve.md">Vendor <code>bessel_kve</code> into autoarray and drop the tensorflow-probability dependency</a> — <span class="facets">autoarray · large · supervised · medium</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/refactor/autofit/split_fitness_batch_size_lh_vs_latent.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/refactor/autofit/split_fitness_batch_size_lh_vs_latent.md">Split <code>Fitness.batch_size</code> into <code>lh_batch_size</code> and <code>latent_batch_size</code></a> — <span class="facets">autofit · small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/refactor/pyautofit/remove_eden_packaging_tooling.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/refactor/pyautofit/remove_eden_packaging_tooling.md">Remove the dead EDEN packaging tooling from PyAutoFit</a> — <span class="facets">pyautofit · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/refactor/pyautomind/repos_sync_check_dedup.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/refactor/pyautomind/repos_sync_check_dedup.md">Deduplicate repos_sync.py's check/write pairs</a> — <span class="facets">pyautomind · medium · safe · low</span></p></div>
</details>
<details>
<summary>test — 5</summary>
<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>
<div class="task"><button class="copy" data-cmd="/start_dev draft/test/workspaces/restore_workspace_test_likelihood_baselines.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/test/workspaces/restore_workspace_test_likelihood_baselines.md">Restore absolute NumPy likelihood regression baselines in the <code>_workspace_test</code></a> — <span class="facets">workspaces · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/test/pyautoheart/smoke_relevance_gate.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/test/pyautoheart/smoke_relevance_gate.md">Relevance-gate the reusable smoke workflow so a PR only runs</a> — <span class="facets">pyautoheart · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/test/workspaces/slowest_smoke_gate_scripts.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/test/workspaces/slowest_smoke_gate_scripts.md">Speed up the three slowest autolens_workspace_test smoke-gate scripts</a> — <span class="facets">workspaces · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/test/workspaces/smoke_workspace_fixes.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/test/workspaces/smoke_workspace_fixes.md">The new workspace smoke-test GitHub Actions (added via feature/smoke-test-ci) surfaced</a> — <span class="facets">workspaces · too-large · supervised · normal</span></p></div>
</details>
<details>
<summary>triage — 4</summary>
<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/triage/convolver_blurring_image_warning.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/triage/convolver_blurring_image_warning.md">Triage: Convolver "No blurring_image provided" warning in canonical workspace scripts</a> — <span class="facets">small · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/triage/nightly_release_blocked_eight_nights.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/triage/nightly_release_blocked_eight_nights.md">Nightly release has been blocked 8 nights running — triage</a> — <span class="facets">medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/triage/bug_in_autocti_workspace_the_dataset_1d.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/triage/bug_in_autocti_workspace_the_dataset_1d.md">Bug in autocti_workspace: the dataset_1d results/database example scripts have drifted</a> — <span class="facets">large · supervised · normal</span></p></div>
</details>
<details>
<summary>release — 1</summary>
<div class="task"><button class="copy" data-cmd="/start_dev draft/release/autocti/cti_release_train_wiring.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/release/autocti/cti_release_train_wiring.md">CTI release-train wiring — first modern autocti release</a> — <span class="facets">autocti · medium · human-required · normal</span></p></div>
</details>
<a id="recent"></a><h2>Recent <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/dashboard.md#recent">markdown version</a></h2>
<p class="muted">The 50 newest things to happen to the work in hand, newest first — issued, parked, filed. Every other section on this page is laid out by state, which is exactly why none of them can answer “what has been happening?”. Shipped work is not here: it is read from <code>complete/index.md</code>, and a thousand records deep it would crowd out everything anyone can still act on. Showing the newest 10; … opens the next 10.</p>
<table class="recent">
<tr>
<td class="when">2026-08-23</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautobrain/brain_board_follow_ups.md">Brain board follow-ups: round out the morning surface</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/feature/pyautobrain/brain_board_follow_ups.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><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<0.7</code> pin — CI is on the right</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/ci/smoke_install_stale_jax_pin.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens_workspace_test/multi_dataset_jax_likelihood_xla_stall.md">multi_dataset/jax_likelihood scripts hang to the timeout cap (XLA…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/autolens_workspace_test/multi_dataset_jax_likelihood_xla_stall.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/untrack_generated_fits_test_artifacts.md">Untrack the generated FITS test artifacts in autoarray</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/untrack_generated_fits_test_artifacts.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autoarray/reconstruction_noise_map_solver_mismatch.md">The reconstruction noise map describes a different estimator than the</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/reconstruction_noise_map_solver_mismatch.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/remove_pynufft_legacy_transformer.md">Remove pynufft + legacy TransformerNUFFTPyNUFFT</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/remove_pynufft_legacy_transformer.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautolens/point_source_json_datasets_record_no_regime.md">Point-source JSON datasets record no resolution regime</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/pyautolens/point_source_json_datasets_record_no_regime.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/libraries/intel_macos_support_policy.md">Is Intel macOS a supported platform, and what is the</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/research/libraries/intel_macos_support_policy.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/defer_scipy_sparse_import.md">Defer the eager scipy.sparse import in derivative_util (~0.10 s of</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/defer_scipy_sparse_import.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr>
<td class="when">2026-08-22</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/workspaces/bug_fix_the_tracer_fits_existence_guard.md">Bug: fix the tracer.fits existence guard in autolens_workspace…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/workspaces/bug_fix_the_tracer_fits_existence_guard.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-21</td>
<td class="what">filed</td>
<td><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…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/rectangular_bilinear_rtu_mesh_split.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-21</td>
<td class="what">filed</td>
<td><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></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/autoarray/numba_kernel_shift_axes_swapped.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-20</td>
<td class="what">filed</td>
<td><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></td>
<td class="pick"><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></td>
</tr>
<tr hidden>
<td class="when">2026-08-20</td>
<td class="what">filed</td>
<td><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 +…</a></td>
<td class="pick"><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></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautomind/status_sh_repos_missing_source.md">status.sh --repos sources a file that no longer exists</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/pyautomind/status_sh_repos_missing_source.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><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'…</a></td>
<td class="pick"><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></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/jax_likelihood_smoke_pins_stale.md">autolens_workspace_test jax_likelihood pins: 4 scripts fail smoke on…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/autolens/jax_likelihood_smoke_pins_stale.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autofit/autofit_profiling_bootstrap.md">autofit_profiling: bootstrap the repo + general PyAutoFit profiling…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/research/autofit/autofit_profiling_bootstrap.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautoreduce/published_autoreduce_09_missing_312_floor.md"><code>autoreduce 0.9</code> on PyPI never got the Python 3.12 floor</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/pyautoreduce/published_autoreduce_09_missing_312_floor.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">issued</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/active/16_transformed_message_factor_gradient_unpack.md"><code>@PyAutoFit</code> <code>TransformedMessage.factor_gradient</code> crashes on first…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev active/16_transformed_message_factor_gradient_unpack.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautohands/release_board_run_logs_enrichment.md">Release board: local run_logs enrichment</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/feature/pyautohands/release_board_run_logs_enrichment.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/pyautobrain/refactor_witness_map_missing_autonerves.md">Refactor Agent witness map lacks PyAutoNerves test suite</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/pyautobrain/refactor_witness_map_missing_autonerves.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/pyautobrain/rtd_organism_currency.md">RTD organism docs currency: Nerves page, organ-count drift, hands.md…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/docs/pyautobrain/rtd_organism_currency.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/pyautobrain/pyautoconf_rename_functional_leftovers.md">PyAutoConf rename leftovers in Brain functional surfaces</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/pyautobrain/pyautoconf_rename_functional_leftovers.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/pyautobrain/explore_dashboardify_the_brain_s_operational_sur.md">Explore: dashboardify the Brain's operational surfaces with pasteable…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/research/pyautobrain/explore_dashboardify_the_brain_s_operational_sur.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/refactor/pyautomind/repos_sync_check_dedup.md">Deduplicate repos_sync.py's check/write pairs</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/refactor/pyautomind/repos_sync_check_dedup.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-19</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/triage/bug_in_autocti_workspace_the_dataset_1d.md">Bug in autocti_workspace: the dataset_1d results/database example…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/triage/bug_in_autocti_workspace_the_dataset_1d.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-18</td>
<td class="what">parked</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/parked.md#single-source-density-design">single-source-density-design</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev active/12_single_source_density_refactor.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-18</td>
<td class="what">parked</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/parked.md#prior-message-collapse-design">prior-message-collapse-design</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev active/13_collapse_prior_and_message.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-18</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/priors/15_transformed_message_logpdf_jacobian.md"><code>@PyAutoFit</code> <code>TransformedMessage.logpdf</code>/<code>pdf</code> omit the transform…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/priors/15_transformed_message_logpdf_jacobian.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-17</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autofit/prior_exit_sampler_coverage.md">Which other searches need prior-support handling — coverage audit…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/feature/autofit/prior_exit_sampler_coverage.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-17</td>
<td class="what">filed</td>
<td><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></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/feature/pyautomind/repos-sync-config-stamper.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-16</td>
<td class="what">filed</td>
<td><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></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/autofit/loggaussian_prior_declares_own_support.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-14</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/workspaces/jax_likelihood_pins_stale_by_1e4.md">Three <code>jax_likelihood</code> pins are stale by ~1.24e-4 and fail the</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/workspaces/jax_likelihood_pins_stale_by_1e4.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-09</td>
<td class="what">found</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/planned.md#isothermal-ell-sph-oversampling-at-the-cusp">isothermal-ell-sph-oversampling-at-the-cusp</a></td>
<td class="pick"><button class="copy" data-cmd="/route start the planned PyAutoMind task isothermal-ell-sph-oversampling-at-the-cusp — its record is in planned.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-09</td>
<td class="what">filed</td>
<td><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></td>
<td class="pick"><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></td>
</tr>
<tr hidden>
<td class="when">2026-08-08</td>
<td class="what">parked</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/parked.md#pyautoreduce-slacs1430-acs-comparison">pyautoreduce-slacs1430-acs-comparison</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev active/pyautoreduce_slacs1430_acs_comparison.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-08</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/autolens_workspace/markdown_regeneration_sigma_min.md">Regenerate autolens_workspace markdown/ so the MGE pages show…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/docs/autolens_workspace/markdown_regeneration_sigma_min.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-07</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autofit/plot_functions_discard_kwargs.md"><code>autofit.plot</code> functions accept <code>**kwargs</code> and silently discard them</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/autofit/plot_functions_discard_kwargs.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-07</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/workspaces/notebook_setup_notebook_drift_siblings.md">Regenerate setup_notebook-drifted notebooks in…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/workspaces/notebook_setup_notebook_drift_siblings.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-06</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/triage/convolver_blurring_image_warning.md">Triage: Convolver "No blurring_image provided" warning in canonical…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/triage/convolver_blurring_image_warning.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-06</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/autocti/api_rst_rewrite.md">Rewrite PyAutoCTI docs/api — 55 of 89 autosummary entries are</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/docs/autocti/api_rst_rewrite.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-06</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/libraries/dep_cap_refresh_2026_08.md">Dependency-cap refresh 2026-08: safe bumps, astropy 8 decision, two…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/libraries/dep_cap_refresh_2026_08.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-05</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autofit/search_seed_reproducibility.md">Give PyAutoFit searches a <code>seed</code> — today no search can</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/feature/autofit/search_seed_reproducibility.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-04</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_profiling/jwst_lw_untracked_gitignore_gap.md">dataset/imaging/jwst_lw is untracked because the gitignore was never…</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_profiling/jwst_lw_untracked_gitignore_gap.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-04</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_workspace/cosmos_web_ring_mask_dtype.md">cosmos_web_ring stores boolean masks as float64, wasting ~3.4 MB of</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_workspace/cosmos_web_ring_mask_dtype.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-04</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/maintenance/autolens_workspace_developer/stale_api_rot_audit.md">autolens_workspace_developer: broad stale-API rot (56 symbols, no CI)</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/maintenance/autolens_workspace_developer/stale_api_rot_audit.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-04</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/workspaces/aplt_output_drift_remaining_repos.md"><code>aplt.Output</code> stale-API drift in the remaining workspace repos</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/bug/workspaces/aplt_output_drift_remaining_repos.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-04</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/triage/nightly_release_blocked_eight_nights.md">Nightly release has been blocked 8 nights running — triage</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/triage/nightly_release_blocked_eight_nights.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
<tr hidden>
<td class="when">2026-08-04</td>
<td class="what">filed</td>
<td><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/howtolens/ch4_mask_overlay_never_drawn.md">HowToLens ch4 tutorial 3: mask overlay is never actually drawn</a></td>
<td class="pick"><button class="copy" data-cmd="/start_dev draft/docs/howtolens/ch4_mask_overlay_never_drawn.md" aria-label="Copy the Claude command">📋</button></td>
</tr>
</table>
<button class="more" data-page="10">… 10 more (40 left)</button>
<h2>Epics <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/epics.md">markdown version</a></h2>
<p class="muted">Long-running multi-phase programmes — 📋 copies a prompt that works out where the epic stands from its ledger and continues it from the next logical point. Members are worked in order through the epic's ledger — continue the epic rather than starting one standalone.</p>
<div class="task"><button class="copy" data-cmd="Continue the 'JAX profiling — inference programme' epic. Its canonical state lives in autolens_profiling/results/notes/inference/PROGRAMME.md — read that ledger (and any DECISIONS/RESULTS files beside it) first. Cross-check this epic's entry in PyAutoMind/epics.md, any related rows in PyAutoMind/active.md, and the referenced repos' open issues and PRs, to work out the last completed phase and what is currently in flight. Then pick the next logical step and continue it through the normal workflow (/start_dev — filing the phase's prompt first if none exists), updating the ledger as the work advances. Note: DECISIONS.md (append-only gate log) and phase_<NN>_*/RESULTS.md sit beside the ledger; slices ship as autolens_profiling issues/PRs, not Mind prompts." aria-label="Copy the Claude command">📋</button><p><b>JAX profiling — inference programme</b> — <span class="facets">ledger: <code>autolens_profiling/results/notes/inference/PROGRAMME.md</code></span></p></div>
<details>
<summary>Cluster strong lensing — Source & Cluster arc — 14 queued prompt(s), in order</summary>
<div class="task"><button class="copy" data-cmd="Continue the 'Cluster strong lensing — Source & Cluster arc' epic. Its canonical state lives in draft/feature/autolens/source_cluster_arc.md — read that ledger (and any DECISIONS/RESULTS files beside it) first. Cross-check this epic's entry in PyAutoMind/epics.md, any related rows in PyAutoMind/active.md, and the referenced repos' open issues and PRs, to work out the last completed phase and what is currently in flight. Then pick the next logical step and continue it through the normal workflow (/start_dev — filing the phase's prompt first if none exists), updating the ledger as the work advances. Note: 12 phased prompts under draft/; issue phases ONE at a time as predecessors near shipping — no bulk issue queues." aria-label="Copy the Claude command">📋</button><p><b>Cluster strong lensing — Source & Cluster arc</b> — <span class="facets">ledger: <code>draft/feature/autolens/source_cluster_arc.md</code></span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autolens/point_solver_error_bisect_health.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autolens/point_solver_error_bisect_health.md">PointSolver error-behavior change: bisect the 2025-11→2026-05 candidates, then health-harden</a> — <span class="facets">autolens · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autolens_profiling/point_solver_profiling_cells.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autolens_profiling/point_solver_profiling_cells.md">PointSolver profiling cells: lensed quasar → cluster runtime tier →</a> — <span class="facets">autolens_profiling · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/refactor/autogalaxy/critical_curves_dispatch_cluster.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/refactor/autogalaxy/critical_curves_dispatch_cluster.md">Critical curves: implement context-aware dispatch, dedupe engines, make clusters honor</a> — <span class="facets">autogalaxy · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/test/workspaces/mesh_magnification_correctness.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/test/workspaces/mesh_magnification_correctness.md">Mesh magnification correctness: simulate-and-recover across every mesh variant</a> — <span class="facets">workspaces · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens/point_magnification_api.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens/point_magnification_api.md">Magnification at a point: surface the existing API in source_science</a> — <span class="facets">autolens · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens/area_magnification_leggos.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens/area_magnification_leggos.md">Area magnification (LEGGOS-style): per-pixel inversion sum as primary; ShapeSolver rehabilitate-or-retire</a> — <span class="facets">autolens · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens/magnification_errors_posterior_draws.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens/magnification_errors_posterior_draws.md">Magnification errors via posterior draws, standalone in source_science</a> — <span class="facets">autolens · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens/magnification_maps_visualization.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens/magnification_maps_visualization.md">Magnification maps: image-plane contour maps, source-plane mesh maps, uncertainty maps</a> — <span class="facets">autolens · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/workspaces/cluster_source_science.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/workspaces/cluster_source_science.md">Cluster source_science.py: robust magnification science at cluster scale (no meshes</a> — <span class="facets">workspaces · large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/workspaces/cluster_regime_narrative.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/workspaces/cluster_regime_narrative.md">Cluster package: point-source-default narrative + extended-source follow-up feature</a> — <span class="facets">workspaces · medium · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/workspaces/cluster_pixelized_analysisfactor.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/workspaces/cluster_pixelized_analysisfactor.md">Cluster pixelized-source refinement: per-source masks via AnalysisFactor</a> — <span class="facets">workspaces · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/autolens/cluster_extended_source_inference.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/autolens/cluster_extended_source_inference.md">Cluster extended-source inference: gradient-based fitting building on JAX knowledge</a> — <span class="facets">autolens · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/docs/howtolens/cluster_pixelized_source.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/docs/howtolens/cluster_pixelized_source.md">HowToLens cluster tutorial: show a pixelized source + fix the</a> — <span class="facets">howtolens · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autolens/source_cluster_arc.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autolens/source_cluster_arc.md">Source & Cluster arc — magnification science, PointSolver trust, cluster</a> — <span class="facets">autolens · too-large · supervised · high</span></p></div>
</details>
<details>
<summary>Expectation propagation (EP) campaign — 9 queued prompt(s), in order</summary>
<div class="task"><button class="copy" data-cmd="Continue the 'Expectation propagation (EP) campaign' epic. Its canonical state lives in draft/research/graphical_ep/ep_campaign.md — read that ledger (and any DECISIONS/RESULTS files beside it) first. Cross-check this epic's entry in PyAutoMind/epics.md, any related rows in PyAutoMind/active.md, and the referenced repos' open issues and PRs, to work out the last completed phase and what is currently in flight. Then pick the next logical step and continue it through the normal workflow (/start_dev — filing the phase's prompt first if none exists), updating the ledger as the work advances. Note: umbrella phase map — each phase's real content lives in its own prompt under draft/research/graphical_ep/; the campaign file itself is never issued." aria-label="Copy the Claude command">📋</button><p><b>Expectation propagation (EP) campaign</b> — <span class="facets">ledger: <code>draft/research/graphical_ep/ep_campaign.md</code></span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/graphical_ep/analytic_gaussian_benchmark.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/graphical_ep/analytic_gaussian_benchmark.md">Analytic Gaussian benchmark: closed-form validation of graphical + EP</a> — <span class="facets">graphical_ep · medium · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/autofit/ep_scale_collapse_basin_cure_or_caveat.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/autofit/ep_scale_collapse_basin_cure_or_caveat.md">EP hierarchical parent-scale collapse: cure the basin, or document the</a> — <span class="facets">autofit · too-large · human-required · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/graphical_ep/graphical_scoping.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/graphical_ep/graphical_scoping.md">Graphical Model Scale-Up — Scoping</a> — <span class="facets">graphical_ep · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/graphical_ep/slope_hierarchy_n25_scale_up.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/graphical_ep/slope_hierarchy_n25_scale_up.md">slope_hierarchy: scale the hierarchical slope recovery to N=25–50</a> — <span class="facets">graphical_ep · medium · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autofit/ep_lbfgs_jax.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autofit/ep_lbfgs_jax.md">The project @z_projects/ic50_workspace is our IC50 use case which we</a> — <span class="facets">autofit · medium · safe · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/graphical_ep/ic50_ep_scale_up.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/graphical_ep/ic50_ep_scale_up.md">IC50 use case: EP end-to-end with existing derived-variable handling</a> — <span class="facets">graphical_ep · large · supervised · normal</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/graphical_ep/ep_campaign.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/graphical_ep/ep_campaign.md">EP campaign — phase map for the 2026 Q3 graphical/EP</a> — <span class="facets">graphical_ep · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/graphical_ep/ep_scoping.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/graphical_ep/ep_scoping.md">Expectation Propagation Scale-Up — Scoping</a> — <span class="facets">graphical_ep · too-large · supervised · high</span></p></div>
<div class="task"><button class="copy" data-cmd="/start_dev draft/research/graphical_ep/slope_hierarchy_methods_writeup.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/research/graphical_ep/slope_hierarchy_methods_writeup.md">slope_hierarchy: methods write-up (NUTS headline, EP cautionary)</a> — <span class="facets">graphical_ep · medium · supervised · normal</span></p></div>
</details>
<p class="muted">Boards: <a href="https://pyautolabs.github.io/PyAutoBrain/">brain</a> · <a href="https://pyautolabs.github.io/PyAutoHeart/">heart</a> · <a href="https://pyautolabs.github.io/PyAutoHands/">hands</a> · <a href="https://pyautolabs.github.io/PyAutoMemory/">memory</a> · <a href="https://pyautolabs.github.io/PyAutoScientist/">organism</a></p>
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const left=hidden.length-Math.min(page,hidden.length);
if(left<=0){b.remove();return;}
b.textContent="… "+Math.min(page,left)+" more ("+left+" left)";});
</script>
</body>
</html>