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Merged
Jammy2211 merged 1 commit into from
Aug 22, 2026
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prompt: retire autofit-sampler-database from draft/ — completed 2026-08-21 #258

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11 changes: 5 additions & 6 deletions dashboard.html
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<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 2026-08-21 — regenerate, do not hand-edit -->
<!-- generated by `pyauto-brain intake dashboard --apply` on 2026-08-22 — regenerate, do not hand-edit -->
<style>:root{color-scheme:light dark;--bg:#fff;--fg:#1f2328;--muted:#59636e;
--line:#d1d9e0;--btn:#f6f8fa;--ok:#1a7f37;--accent:#0969da}
@media(prefers-color-scheme:dark){:root{--bg:#0d1117;--fg:#f0f6fc;
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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.</p>
<p class="muted">In flight 3 · Parked 3 · Planned 6 · Backlog 145 · <a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/dashboard.md">markdown version</a></p>
<p class="muted">In flight 3 · Parked 3 · Planned 6 · Backlog 144 · <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 19</span></h3>
<h3>Highest priority <span class="facets">(filed as high) — showing 12 of 18</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>
Expand Down Expand Up @@ -78,7 +78,7 @@ <h2>Planned <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/blob
<div class="task"><button class="copy" data-cmd="/route start the planned PyAutoMind task latent-nan-guard-honest-run — its record is in planned.md" aria-label="Copy the Claude command">📋</button><p><b>latent-nan-guard-honest-run</b></p></div>
</details>
<h2>Backlog <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/tree/main/draft">markdown version</a></h2>
<p class="muted">145 filed prompts, not started — sorted most-pickable first (priority, then size). 23 of them belong to an epic and are listed only under Epics below.</p>
<p class="muted">144 filed prompts, not started — sorted most-pickable first (priority, then size). 23 of them belong to an epic and are listed only under Epics below.</p>
<details>
<summary>feature — 28</summary>
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/autoarray/numba_cpu_likelihood_mge_convolution_and_caching.md">Numba CPU likelihood phase 1: batched MGE convolution + operated-matrix</a> — <span class="facets">autoarray · medium · supervised · high</span></p></div>
Expand Down Expand Up @@ -111,8 +111,7 @@ <h2>Backlog <a class="mdsrc" href="https://github.com/PyAutoLabs/PyAutoMind/tree
<div class="task"><button class="copy" data-cmd="/start_dev draft/feature/pyautomind/repos-sync-config-stamper.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/feature/pyautomind/repos-sync-config-stamper.md">Teach repos_sync --write to stamp organ config surfaces</a> — <span class="facets">pyautomind · hard · supervised · low</span></p></div>
</details>
<details>
<summary>bug — 33</summary>
<div class="task"><button class="copy" data-cmd="/start_dev draft/bug/health_fixes/autofit_sampler_database.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/health_fixes/autofit_sampler_database.md">Fix Autofit release sampler and database regressions</a> — <span class="facets">health_fixes · too-large · supervised · high</span></p></div>
<summary>bug — 32</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/numerical_inversion_failures.md" aria-label="Copy the Claude command">📋</button><p><a href="https://github.com/PyAutoLabs/PyAutoMind/blob/main/draft/bug/health_fixes/numerical_inversion_failures.md">Fix release-profile numerical inversion failures</a> — <span class="facets">health_fixes · too-large · supervised · high</span></p></div>
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18 changes: 5 additions & 13 deletions dashboard.md
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# PyAutoMind Dashboard

<!-- generated by `pyauto-brain intake dashboard --apply` on 2026-08-21 — regenerate, do not hand-edit -->
<!-- generated by `pyauto-brain intake dashboard --apply` on 2026-08-22 — regenerate, do not hand-edit -->

This is the markdown version of the [PyAutoMind Dashboard](https://pyautolabs.github.io/PyAutoMind/), which puts a task's command on your clipboard with a single tap of 📋.

Expand All @@ -11,11 +11,11 @@ Every task the Mind is holding, on one page: what is in flight, what is parked,
| [In flight](#in-flight) (`active/`) | 3 |
| [Parked](#parked) (`parked.md`) | 3 |
| [Planned](#planned) (`planned.md`) | 6 |
| [Backlog](#backlog) (`draft/`) | 145 |
| [Backlog](#backlog) (`draft/`) | 144 |

## Start here

**Highest priority** (filed as `high`) — showing 12 of 19
**Highest priority** (filed as `high`) — showing 12 of 18

<details><summary>📋 <a href="draft/triage/jax_zero_contour.md">TRIAGE: needs manual review before routing</a> — medium · safe · high</summary>

Expand Down Expand Up @@ -237,7 +237,7 @@ Scoped but not started; some are not yet prompt files. Full detail in [`planned.

## Backlog

**145** filed prompts, not started. Each section is sorted most-pickable first (priority, then size). **23** of them belong to an epic and are listed only under [Epics](#epics) below.
**144** filed prompts, not started. Each section is sorted most-pickable first (priority, then size). **23** of them belong to an epic and are listed only under [Epics](#epics) below.

<details>
<summary><b>feature</b> — 28</summary>
Expand Down Expand Up @@ -469,15 +469,7 @@ Scoped but not started; some are not yet prompt files. Full detail in [`planned.
</details>

<details>
<summary><b>bug</b> — 33</summary>

<details><summary>📋 <a href="draft/bug/health_fixes/autofit_sampler_database.md">Fix Autofit release sampler and database regressions</a> — health_fixes · too-large · supervised · high</summary>

```
/start_dev draft/bug/health_fixes/autofit_sampler_database.md
```

</details>
<summary><b>bug</b> — 32</summary>

<details><summary>📋 <a href="draft/bug/health_fixes/jax_runtime_and_parity.md">Fix release JAX runtime compatibility and likelihood parity</a> — health_fixes · too-large · supervised · high</summary>

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2 changes: 1 addition & 1 deletion draft/bug/health_fixes/README.md
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Expand Up @@ -14,7 +14,7 @@ Each failing script is assigned to exactly one prompt:
| Prompt | Scripts | Primary concern |
|---|---:|---|
| [samples_parameter_paths.md](samples_parameter_paths.md) — ⚠️ parked, does not reproduce on current `main` ([PyAutoFit#1327](https://github.com/PyAutoLabs/PyAutoFit/issues/1327), blocked on clean-CI re-validation) | 9 | PyAutoFit result/sample path resolution |
| [autofit_sampler_database.md](autofit_sampler_database.md) — ✅ closed 2026-08-21, **0/9 reproduce** on current `main` ([PyAutoFit#1508](https://github.com/PyAutoLabs/PyAutoFit/issues/1508) — no defect; re-validation is automatic, all nine run in every `mode=release` pass). Record: `complete/2026/08/autofit-sampler-database.md` | 9 | Emcee NaNs and database output discovery |
| ~~autofit_sampler_database.md~~ — ✅ **CLOSED 2026-08-21**, record `complete/2026/08/autofit-sampler-database.md` ([PyAutoFit#1508](https://github.com/PyAutoLabs/PyAutoFit/issues/1508); **0/9 reproduce** on current `main` — no defect, no code changed in any repo; re-validation is automatic, all nine run in every `mode=release` pass) | 9 | Emcee NaNs and database output discovery |
| ~~aggregator_output_contracts.md~~ — ✅ **SHIPPED 2026-07-07**, record `complete/2026/07/aggregator-output-contracts.md` (PyAutoFit#1324; autogalaxy_workspace#122, autolens_workspace#229, autolens_workspace_test#146 all merged) | 7 | Result/aggregator prerequisites and generated paths |
| [jax_runtime_and_parity.md](jax_runtime_and_parity.md) — ⚠️ **6/6 pass 2026-08-21**, defect refuted; parkings NOT cleared (intermittent) | 6 | JAX/TFP compatibility and likelihood parity |
| [jit_visualization_outputs.md](jit_visualization_outputs.md) — ⚠️ **4/4 pass 2026-08-21**, refuted; point_source parking is stale | 4 | Quick-update visualizations not producing images |
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44 changes: 0 additions & 44 deletions draft/bug/health_fixes/autofit_sampler_database.md
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