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…developer workspace The result/samples walkthroughs indexed into parameter_lists[4]/[9] etc., which blew up under PYAUTO_TEST_MODE=2 (bypass leaves < 10 samples) and also whenever a real search produced very few accepted samples. Switch to index 0 (first sample) and update the surrounding prose so the example is valid regardless of sample count. Move tutorial_8_astronomy_example.py and projects/cosmology/ to autofit_workspace_developer — they require astronomy-specific datasets (data.npy etc.) that never belonged in the introductory workspace, and the larger cosmology project was always intended as advanced material. - scripts/cookbooks/samples.py + notebook - scripts/howtofit/chapter_1_introduction/tutorial_5_results_and_samples.py + notebook - scripts/howtofit/chapter_1_introduction/start_here.py + notebook (cross-ref update) - deleted: scripts/howtofit/chapter_1_introduction/tutorial_8_astronomy_example.py + notebook - deleted: projects/ (README, cosmology/*) Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Summary
cookbooks/samples.pyandhowtofit/chapter_1_introduction/tutorial_5_results_and_samples.pyindexedparameter_lists[4]/[9]etc., which fails underPYAUTO_TEST_MODE=2and in any real search that produces fewer samples than expected. Switched to index0(first sample) and updated the surrounding prose — the tutorials still teach how to inspect a specific sample, just using an index that is always valid.scripts/howtofit/chapter_1_introduction/tutorial_8_astronomy_example.pyand the entireprojects/cosmology/subtree toautofit_workspace_developer. Both require astronomy-specific datasets (data.npyetc.) that this workspace never generated, so they've been broken for users who cloned the workspace fresh and followed the tutorial order.Test Plan
See sibling PRs:
PyAutoFit— Guard corner_cornerpy against samples < dimsPyAutoBuild— Skip EmceePlotter / NautilusPlotter under PYAUTO_TEST_MODE=2autofit_workspace_developer— Absorb astronomy example + projects/cosmology (companion move)Co-Authored-By: Claude Opus 4.7 noreply@anthropic.com