docs: surface live visual updates in assistant search guidance#54
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al_configure_search gains an ask-once Live visual updates branch (environment-sensitive: script viewer / notebook in-place / HPC keep False; fit.png always written; iterations_per_quick_update cadence); al_run_search gets a no-re-asking operational reminder; wiki/core/api/searches.md Shared knobs documents live_visual_update grounded on installed abstract_search.py (reaches Nautilus via **kwargs, config default False); config/general.yaml updates:/hpc: synced with autolens_workspace (quick_update_background + live_visual_update, all false, HPC explicitly off). wiki/core edit made under the maintainer workflow that owns search-API currency. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Closes #53.
Summary
skills/al_configure_search.md: Live visual updates branch — ask once on interactive production fits; foreground script → matplotlib viewer, Jupyter/Colab → in-place cell refresh, HPC/headless/background → keepFalse;fit.pngwritten on every quick update regardless;iterations_per_quick_updatesets the cadence.skills/al_run_search.md: operational reminder; never re-ask when the search configuration records the choice.wiki/core/api/searches.mdShared knobs:live_visual_updatedocumented, grounded on the installedabstract_search.py(common-base-class param, reachesaf.Nautilusvia**kwargs, config-fallback defaultFalse); quick/full-update bullet enriched with config fallback pointers.config/general.yaml:updates:andhpc:synced with autolens_workspace —quick_update_background+live_visual_updateadded (allfalse; HPC comments state why they stay off).No new mode, standalone skill, or root
AGENTS.mdsection (per the prompt's constraints).Scripts Changed
None — skill docs, one wiki/core page, and config defaults only.
Validation
live_visual_updateverified onAbstractSearch.__init__(not on the stale docs path);iterations_per_quick_updateverified in theNautilussignature.--check-citations: 91 files, 389 citations, 0 missing.Readiness
Heart YELLOW on the standing 6-reason set only (human-acked repeatedly 2026-07-10); assistant-repo change, not on the library release train.
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