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docs: plan the multi_galaxy/group/cluster lensing-regime split (epic + 9 child prompts) - #104

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Jammy2211 merged 6 commits into
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Jul 25, 2026
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docs: plan the multi_galaxy/group/cluster lensing-regime split (epic + 9 child prompts)#104
Jammy2211 merged 6 commits into
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Re-plan the too-large split_lensing_regimes intake into an executable epic:

  • Rename the parent prompt (multi_galaxy_lens -> multi_galaxy, mirroring the
    planned autogalaxy package name) and rewrite it as the coordinating plan:
    regime ladder taxonomy (all groups/clusters are multi-galaxy systems, not
    vice versa), literature research grounding each regime (verified arXiv IDs;
    flagships: SDSS J1011+0143 for multi_galaxy, CSWA 19 for the group
    halo-choice tutorial, Abell 2744/Bergamini 2023 confirmed for cluster),
    current-state audit, the expert-review conventions checklist, and the
    child-prompt execution order.
  • File 9 PR-sized child prompts: autolens_workspace multi_galaxy package,
    group halo-as-explicit-choice rework, cluster point-source-default
    narrative + extended-source follow-up, PyAutoLens RTD three-regime
    restructure, galaxy-scale extra/scaling feature parity, autogalaxy
    multi_galaxy + cluster packages, PyAutoGalaxy RTD guide updates, and the
    deferred assistants extension.

Co-Authored-By: Claude Fable 5 noreply@anthropic.com
Claude-Session: https://claude.ai/code/session_012Eacj9naBWSKrevsqnVJWR

claude added 6 commits July 25, 2026 18:37
…+ 9 child prompts)

Re-plan the too-large split_lensing_regimes intake into an executable epic:

- Rename the parent prompt (multi_galaxy_lens -> multi_galaxy, mirroring the
  planned autogalaxy package name) and rewrite it as the coordinating plan:
  regime ladder taxonomy (all groups/clusters are multi-galaxy systems, not
  vice versa), literature research grounding each regime (verified arXiv IDs;
  flagships: SDSS J1011+0143 for multi_galaxy, CSWA 19 for the group
  halo-choice tutorial, Abell 2744/Bergamini 2023 confirmed for cluster),
  current-state audit, the expert-review conventions checklist, and the
  child-prompt execution order.
- File 9 PR-sized child prompts: autolens_workspace multi_galaxy package,
  group halo-as-explicit-choice rework, cluster point-source-default
  narrative + extended-source follow-up, PyAutoLens RTD three-regime
  restructure, galaxy-scale extra/scaling feature parity, autogalaxy
  multi_galaxy + cluster packages, PyAutoGalaxy RTD guide updates, and the
  deferred assistants extension.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012Eacj9naBWSKrevsqnVJWR
…llow-up

The cluster-modeling expert corrections (vanishing unscaled member cores,
Bergamini+19 tied exponents with gamma=0.2, r_cut_ref ~5", sigma_LT/sigma_0
attribution per the H. Ding derivation note) are now applied to the two
mass-parameterization guides and the dPIE library docstrings on this branch.
Update the epic plan checklist accordingly, sharpen the cluster child prompt
with the remaining dataset-coupled sweep (start_here/simulator/modeling +
regenerated cluster/simple dataset), and file a small follow-up feature
prompt for an optional sigma_0-parameterized dPIE per the note's
recommendation.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012Eacj9naBWSKrevsqnVJWR
…branch

Workspace package (start_here/simulator/modeling/READMEs, smoke-validated),
workspace_test mirror (model_fit + relocated composition test), and the New
User Guide four-rung ladder all landed 2026-07-25; prompt now tracks the
remaining work (features scripts, real J1011+0143 data swap-in,
likelihood_function/fit mirrors).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012Eacj9naBWSKrevsqnVJWR
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012Eacj9naBWSKrevsqnVJWR
…culty key, track jax_likelihood variant

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012Eacj9naBWSKrevsqnVJWR
@Jammy2211
Jammy2211 merged commit 1805f88 into main Jul 25, 2026
Jammy2211 pushed a commit that referenced this pull request Aug 10, 2026
Phase 2 is issued as autolens_profiling#103 with the schema leg in PR #104.
Registered as PARTIAL rather than in-flight: pins and dashboard rows remain,
and the Brain leg is blocked on PyAutoBrain#219 merging.

Also records a CI gap found while working: autolens_profiling runs no pytest
step, so scripts/misc/test/ never runs in CI and a vram_config test is failing
on main unnoticed.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01L4STU81pQP1GkMzZVvsMsv
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