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prompt: file issue for board-github-data-seam (#303) → start_library
Phase 1 of the board's gh-less work is issued: PyAutoBrain#303, prompt advanced
draft/ → active/, registered in active.md with no worktree claimed (this is a
remote session, so /start_library runs wherever the task is picked up).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016c1SLkLDW6aEZCVf95XXeu
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<headerclass="hero"><spanclass="orb"><svgclass="mark" viewBox="0 0 48 48" fill="none" stroke="currentColor" stroke-width="1.3" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><circlecx="24" cy="24" r="20.4"/><pathd="M20.2,37.6 L20.2,33.6 C20.2,32.4 19.4,31.6 18.4,30.8 C16.8,29.6 15.8,28.2 15.6,26.6 C15.5,25.6 14.9,25.2 13.9,24.9 C12.6,24.5 12.3,23.7 13.0,22.7 C13.8,21.6 14.5,20.6 14.6,19.4 C15.0,15.4 18.2,12.2 22.4,11.8 C27.2,11.3 31.6,14.6 32.3,19.2 C32.8,22.4 31.6,25.0 30.6,27.0 C29.9,28.4 29.6,29.6 29.6,31.2 L29.6,37.6"/><circlecx="24.6" cy="19.6" r="4.4"/><pathd="M22.5,19.7 L24.0,21.3 L26.8,18.1"/><pathd="M34.2,16.5 L38.8,16.5 M35.2,21.0 L39.4,21.0 M33.6,25.5 L37.2,25.5"/><gfill="currentColor" stroke="none"><circlecx="40.1" cy="16.5" r="1.4"/><circlecx="40.7" cy="21.0" r="1.4"/><circlecx="38.5" cy="25.5" r="1.4"/></g></svg></span><h1>PyAuto<b>Mind</b><spanclass="kind">Dashboard</span></h1><divclass="rule"></div><pclass="tag">Intent. Priority. Flow.</p></header><pclass="lede">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. <ahref="#recent">Recent</a> is the same work by date — what has been happening rather than what to do next.</p>
<divclass="fresh"><p><b>Last updated 2026-08-27.</b> This page is generated from <code>active/</code>, <code>draft/</code> and the registry files, so it is only as current as they are. <code>dashboard_refresh.yml</code> re-renders it on every push to <code>main</code> — that heals a stale page, but not a stale prompt: a task that shipped without its prompt advancing to <code>complete/</code> keeps rendering here as pickable backlog. Reconciling those is the refresh below.</p>
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<divclass="task"><buttonclass="copy" data-cmd="Bring the PyAutoMind dashboard up to date. Work in the PyAutoMind checkout:
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<pclass="muted">Issued — each has an open GitHub issue and usually a branch.</p>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev active/16_transformed_message_factor_gradient_unpack.md" aria-label="Copy the Claude command">📋</button><p><ahref="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> — <ahref="https://github.com/PyAutoLabs/PyAutoFit/issues/1501">issue #1501</a><spanclass="facets"> — issued 2026-08-19</span> — <spanclass="facets">HOLD — do not start dev. Fix-or-delete hangs off the PyAutoFit#1498 logpdf-contract</span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev active/board_without_gh_phase1_seam.md" aria-label="Copy the Claude command">📋</button><p><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/active/board_without_gh_phase1_seam.md">Board phase 1: the injection seam, proven on the overnight legs</a> — <ahref="https://github.com/PyAutoLabs/PyAutoBrain/issues/303">issue #303</a><spanclass="facets"> — issued 2026-08-27</span> — <spanclass="facets">library-dev — not started; routed by /start_dev, no worktree claimed yet</span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev active/xla_cpu_eigen_pool_deadlock.md" aria-label="Copy the Claude command">📋</button><p><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/active/xla_cpu_eigen_pool_deadlock.md">Why does XLA CPU's Eigen thread pool wedge on the multi_dataset vmap…</a> — <ahref="https://github.com/PyAutoLabs/PyAutoFit/issues/1530">issue #1530</a><spanclass="facets"> — issued 2026-08-27</span> — <spanclass="facets">not started — research follow-up to the shipped jax-compile-stall epic</span></p></div>
<divclass="task"><buttonclass="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><spanclass="facets"> — planned 2026-07-22</span></p></div>
<pclass="muted">137 filed prompts, not started — sorted most-pickable first (priority, then size). 24 of them belong to an epic and are listed only under Epics below.</p>
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<pclass="muted">136 filed prompts, not started — sorted most-pickable first (priority, then size). 24 of them belong to an epic and are listed only under Epics below.</p>
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<details>
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<summary>feature — 30</summary>
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<summary>feature — 29</summary>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md" aria-label="Copy the Claude command">📋</button><p><ahref="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 caching</a><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">autoarray</span><spanclass="pill n">medium</span><spanclass="pill n">supervised</span><spanclass="pill r">high</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/autoarray/rectangular_bilinear_rtu_mesh_split.md" aria-label="Copy the Claude command">📋</button><p><ahref="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><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">autoarray</span><spanclass="pill n">medium</span><spanclass="pill n">supervised</span><spanclass="pill r">high</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/autoarray/numba_cpu_likelihood_kernel_cdf_fast_path.md" aria-label="Copy the Claude command">📋</button><p><ahref="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 49-88% lever)</a><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">autoarray</span><spanclass="pill y">large</span><spanclass="pill n">supervised</span><spanclass="pill r">high</span></span></p></div>
<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/pyautobrain/brain_board_follow_ups.md" aria-label="Copy the Claude command">📋</button><p><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautobrain/brain_board_follow_ups.md">Brain board follow-ups: what real mornings surface</a><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">pyautobrain</span><spanclass="pill n">small</span><spanclass="pill n">supervised</span><spanclass="pill n">normal</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/autoarray/multiwavelength_inversion.md" aria-label="Copy the Claude command">📋</button><p><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/multiwavelength_inversion.md">Can create a list of InversionMatrix objects for each dataset</a><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">autoarray</span><spanclass="pill n">medium</span><spanclass="pill n">supervised</span><spanclass="pill n">normal</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/autolens_workspace/joss_cluster_benchmark_tuning.md" aria-label="Copy the Claude command">📋</button><p><ahref="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><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">autolens_workspace</span><spanclass="pill n">medium</span><spanclass="pill n">supervised</span><spanclass="pill n">normal</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/pyautobrain/board_without_gh_phase1_seam.md" aria-label="Copy the Claude command">📋</button><p><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautobrain/board_without_gh_phase1_seam.md">Board phase 1: the injection seam, proven on the overnight legs</a><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">pyautobrain</span><spanclass="pill n">medium</span><spanclass="pill n">supervised</span><spanclass="pill n">normal</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/pyautomind/complete_archive_wiki.md" aria-label="Copy the Claude command">📋</button><p><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautomind/complete_archive_wiki.md">Token-light wiki index over the complete/ archive</a><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">pyautomind</span><spanclass="pill n">medium</span><spanclass="pill n">supervised</span><spanclass="pill n">normal</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/workspaces/group_los_halos.md" aria-label="Copy the Claude command">📋</button><p><ahref="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><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">workspaces</span><spanclass="pill n">medium</span><spanclass="pill g">safe</span><spanclass="pill n">normal</span></span></p></div>
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<divclass="task"><buttonclass="copy" data-cmd="/start_dev draft/feature/workspaces/group_subhalo_sensitivity.md" aria-label="Copy the Claude command">📋</button><p><ahref="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><spanclass="tags"><spanclass="pill w">✨ feature</span><spanclass="pill">workspaces</span><spanclass="pill n">medium</span><spanclass="pill g">safe</span><spanclass="pill n">normal</span></span></p></div>
<td><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautobrain/board_without_gh_phase1_seam.md">Board phase 1: the injection seam, proven on the overnight legs</a></td>
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<tdclass="pick"><buttonclass="copy" data-cmd="/start_dev draft/feature/pyautobrain/board_without_gh_phase1_seam.md" aria-label="Copy the Claude command">📋</button></td>
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<tdclass="what">issued</td>
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<td><ahref="https://github.com/PyAutoLabs/PyAutoMind/blob/main/active/board_without_gh_phase1_seam.md">Board phase 1: the injection seam, proven on the overnight legs</a></td>
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<tdclass="pick"><buttonclass="copy" data-cmd="/start_dev active/board_without_gh_phase1_seam.md" aria-label="Copy the Claude command">📋</button></td>
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| Where | Count |
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|-------|------:|
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|[In flight](#in-flight) (`active/`) |2|
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|[In flight](#in-flight) (`active/`) |3|
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|[Parked](#parked) (`parked.md`) | 3 |
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## Start here
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<details><summary>📋 <ahref="active/board_without_gh_phase1_seam.md">Board phase 1: the injection seam, proven on the overnight legs</a> — <ahref="https://github.com/PyAutoLabs/PyAutoBrain/issues/303">issue #303</a> — issued 2026-08-27 — library-dev — not started; routed by /start_dev, no worktree claimed yet</summary>
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```
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/start_dev active/board_without_gh_phase1_seam.md
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```
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<details><summary>📋 <ahref="active/xla_cpu_eigen_pool_deadlock.md">Why does XLA CPU's Eigen thread pool wedge on the multi_dataset vmap…</a> — <ahref="https://github.com/PyAutoLabs/PyAutoFit/issues/1530">issue #1530</a> — issued 2026-08-27 — not started — research follow-up to the shipped jax-compile-stall epic</summary>
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```
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## Backlog
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**136** filed prompts, not started. Each section is sorted most-pickable first (priority, then size). **24** of them belong to an epic and are listed only under [Epics](#epics) below.
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<details><summary>📋 <ahref="draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md">Numba CPU likelihood phase 1: batched MGE convolution + operated-matrix caching</a> — autoarray · medium · supervised · high</summary>
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<details><summary>📋 <ahref="draft/feature/pyautobrain/board_without_gh_phase1_seam.md">Board phase 1: the injection seam, proven on the overnight legs</a> — pyautobrain · medium · supervised · normal</summary>
<details><summary>📋 <ahref="draft/feature/pyautomind/complete_archive_wiki.md">Token-light wiki index over the complete/ archive</a> — pyautomind · medium · supervised · normal</summary>
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| 2026-08-27 | filed | <ahref="draft/bug/autogalaxy/lenscalc_numpy_hessian_step_is_too_coarse.md">LensCalc NumPy Hessian step is too coarse for multi-plane tracers</a> |
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| 2026-08-27 | filed | <ahref="draft/test/autolens/cross_validate_multi_plane_ray_tracing.md">Cross-validate multi-plane ray tracing</a> |
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| 2026-08-27 | filed | <ahref="draft/feature/pyautobrain/board_without_gh_phase2_legs.md">Board phase 2: the remaining four legs onto the seam</a> |
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| 2026-08-27 |issued| <ahref="active/board_without_gh_phase1_seam.md">Board phase 1: the injection seam, proven on the overnight legs</a> |
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| 2026-08-26 | filed | <ahref="draft/bug/workspaces/gradient_pixelization_pin_residual_drift.md">jax_profiling/gradient/imaging/pixelization.py: 3.2% of its pin move…</a> |
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