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docs: cluster lensing as mature + three-ways-to-learn guide#254

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Jammy2211 merged 1 commit into
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feature/release-docs-polish-learn-paths
Jul 9, 2026
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docs: cluster lensing as mature + three-ways-to-learn guide#254
Jammy2211 merged 1 commit into
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feature/release-docs-polish-learn-paths

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Summary

Phase B + Phase C of the release-docs polish (PyAutoLabs/PyAutoLens#592) — autolens_workspace.

  • Phase B — cluster maturity: removes the "IN DEVELOPMENT" / "Beta Feature" framing from the cluster examples (scripts/cluster/README.md, scripts/cluster/start_here.py) now that cluster modeling is a supported feature; the genuine capability notes are kept, reframed as "Capabilities". Weak lensing already carried no dev flags (verified — unchanged).
  • Phase C — Three Ways to Learn: adds a "Three Ways to Learn PyAutoLens" subsection (manual navigation / AI chat assistant / fully agentic AI) to start_here.py and the README.md.

Notebooks regenerated for the two edited scripts only (start_here.ipynb, notebooks/cluster/start_here.ipynb). A separate global notebook/catalogue regeneration is filed as a follow-up.

Validation checklist (--auto, supervised)

  • Tests: n/a — no library code; workspace has no unit-test surface.
  • Smoke: n/a — the two changed .py scripts have docstring-only diffs (no executable code path altered; verified). scripts/check_sizes.sh clean; scripts compile; regenerated notebooks are valid JSON.
  • Review: CLEAN — prose + de-flag edits; notebooks generated by the canonical PyAutoBuild tool.
  • Heart: YELLOW — reason set human-acknowledged at ship (5 chronic organism reasons; none from this change, none RED).

Library-first merge gate: merge PyAutoLens#593 and PyAutoGalaxy#492 before this PR. Autonomous run ended at PR-open; merge stays human.

Part of PyAutoLabs/PyAutoLens#592.

🤖 Generated with Claude Code

Phase B: remove the 'IN DEVELOPMENT' / 'Beta Feature' framing from the
cluster examples (README + start_here) now that cluster modeling is a
supported feature; keep the genuine capability notes. Weak lensing
already carried no dev flags.

Phase C: add a 'Three Ways to Learn PyAutoLens' subsection (manual
navigation / AI chat assistant / fully agentic AI) to start_here.py and
the README. Notebooks regenerated for the two edited scripts.

Issue PyAutoLabs/PyAutoLens#592.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
@Jammy2211 Jammy2211 added the pending-release PR queued for the next release build label Jul 9, 2026
@Jammy2211 Jammy2211 merged commit bc7474a into main Jul 9, 2026
6 of 8 checks passed
@Jammy2211 Jammy2211 deleted the feature/release-docs-polish-learn-paths branch July 9, 2026 15:38
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