From 94e8b48e74bdf62ec6571388ba105cc3024c1767 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 19 Jul 2026 11:49:24 +0000
Subject: [PATCH 1/2] refactor!: point the Colab bootstrap at `autonerves`
 (renamed from autoconf)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The workspace scripts already import the config surface from the science
library (not autoconf). This updates the remaining direct references — the
Colab bootstrap `from autoconf import setup_colab` and its `pip install
autoconf` — to the renamed package `autonerves`. Repo-name references
("PyAutoConf", incl. the CI dependency chain) are unchanged; they flip with
the GitHub repo rename in the coordinated cutover.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ciVftxvYpefh59wSkR7jN
---
 config/general.yaml                                           | 2 +-
 .../chapter_1_introduction/tutorial_0_visualization.ipynb     | 4 ++--
 .../tutorial_1_grids_and_galaxies.ipynb                       | 4 ++--
 notebooks/chapter_1_introduction/tutorial_2_data.ipynb        | 4 ++--
 notebooks/chapter_1_introduction/tutorial_3_fitting.ipynb     | 4 ++--
 notebooks/chapter_1_introduction/tutorial_4_methods.ipynb     | 4 ++--
 notebooks/chapter_1_introduction/tutorial_5_summary.ipynb     | 4 ++--
 .../chapter_2_modeling/tutorial_1_non_linear_search.ipynb     | 4 ++--
 notebooks/chapter_2_modeling/tutorial_2_practicalities.ipynb  | 4 ++--
 .../tutorial_3_realism_and_complexity.ipynb                   | 4 ++--
 .../chapter_2_modeling/tutorial_4_dealing_with_failure.ipynb  | 4 ++--
 notebooks/chapter_2_modeling/tutorial_5_linear_profiles.ipynb | 4 ++--
 notebooks/chapter_2_modeling/tutorial_6_masking.ipynb         | 4 ++--
 notebooks/chapter_2_modeling/tutorial_7_results.ipynb         | 4 ++--
 notebooks/chapter_2_modeling/tutorial_8_need_for_speed.ipynb  | 4 ++--
 .../tutorial_1_search_chaining.ipynb                          | 4 ++--
 .../chapter_3_search_chaining/tutorial_2_prior_passing.ipynb  | 4 ++--
 .../chapter_3_search_chaining/tutorial_3_x2_galaxies.ipynb    | 4 ++--
 .../chapter_4_pixelizations/tutorial_1_pixelizations.ipynb    | 4 ++--
 notebooks/chapter_4_pixelizations/tutorial_2_mappers.ipynb    | 4 ++--
 notebooks/chapter_4_pixelizations/tutorial_3_inversions.ipynb | 4 ++--
 .../tutorial_4_bayesian_regularization.ipynb                  | 4 ++--
 notebooks/chapter_4_pixelizations/tutorial_5_model_fit.ipynb  | 4 ++--
 notebooks/chapter_optional/tutorial_searches.ipynb            | 4 ++--
 notebooks/simulators/sersic.ipynb                             | 4 ++--
 notebooks/simulators/sersic_x2.ipynb                          | 4 ++--
 notebooks/simulators/simple.ipynb                             | 4 ++--
 start_here.ipynb                                              | 4 ++--
 28 files changed, 55 insertions(+), 55 deletions(-)

diff --git a/config/general.yaml b/config/general.yaml
index 5b1719c..51fed69 100644
--- a/config/general.yaml
+++ b/config/general.yaml
@@ -53,7 +53,7 @@ test:
 version:
   # The compatibility FLOOR: the oldest library release whose API this
   # workspace's scripts require. Preferred over workspace_version
-  # (autoconf/workspace.py). Bump DELIBERATELY — only when a script
+  # (autonerves/workspace.py). Bump DELIBERATELY — only when a script
   # starts needing new API — never per release. Must always name an
   # INSTALLABLE (non-yanked) release.
   minimum_library_version: 2026.7.9.1
diff --git a/notebooks/chapter_1_introduction/tutorial_0_visualization.ipynb b/notebooks/chapter_1_introduction/tutorial_0_visualization.ipynb
index 3de9188..110c575 100644
--- a/notebooks/chapter_1_introduction/tutorial_0_visualization.ipynb
+++ b/notebooks/chapter_1_introduction/tutorial_0_visualization.ipynb
@@ -47,12 +47,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_1_introduction/tutorial_1_grids_and_galaxies.ipynb b/notebooks/chapter_1_introduction/tutorial_1_grids_and_galaxies.ipynb
index 93a6373..dd0e4de 100644
--- a/notebooks/chapter_1_introduction/tutorial_1_grids_and_galaxies.ipynb
+++ b/notebooks/chapter_1_introduction/tutorial_1_grids_and_galaxies.ipynb
@@ -75,12 +75,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_1_introduction/tutorial_2_data.ipynb b/notebooks/chapter_1_introduction/tutorial_2_data.ipynb
index 4f0ae20..8749216 100644
--- a/notebooks/chapter_1_introduction/tutorial_2_data.ipynb
+++ b/notebooks/chapter_1_introduction/tutorial_2_data.ipynb
@@ -61,12 +61,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_1_introduction/tutorial_3_fitting.ipynb b/notebooks/chapter_1_introduction/tutorial_3_fitting.ipynb
index 8793637..42caf09 100644
--- a/notebooks/chapter_1_introduction/tutorial_3_fitting.ipynb
+++ b/notebooks/chapter_1_introduction/tutorial_3_fitting.ipynb
@@ -62,12 +62,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_1_introduction/tutorial_4_methods.ipynb b/notebooks/chapter_1_introduction/tutorial_4_methods.ipynb
index 59c2ea5..95007e7 100644
--- a/notebooks/chapter_1_introduction/tutorial_4_methods.ipynb
+++ b/notebooks/chapter_1_introduction/tutorial_4_methods.ipynb
@@ -47,12 +47,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_1_introduction/tutorial_5_summary.ipynb b/notebooks/chapter_1_introduction/tutorial_5_summary.ipynb
index a63a14b..e32d2d0 100644
--- a/notebooks/chapter_1_introduction/tutorial_5_summary.ipynb
+++ b/notebooks/chapter_1_introduction/tutorial_5_summary.ipynb
@@ -57,12 +57,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_1_non_linear_search.ipynb b/notebooks/chapter_2_modeling/tutorial_1_non_linear_search.ipynb
index 30c8ebf..40fb583 100644
--- a/notebooks/chapter_2_modeling/tutorial_1_non_linear_search.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_1_non_linear_search.ipynb
@@ -194,12 +194,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_2_practicalities.ipynb b/notebooks/chapter_2_modeling/tutorial_2_practicalities.ipynb
index 21bcf24..f09a758 100644
--- a/notebooks/chapter_2_modeling/tutorial_2_practicalities.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_2_practicalities.ipynb
@@ -69,12 +69,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_3_realism_and_complexity.ipynb b/notebooks/chapter_2_modeling/tutorial_3_realism_and_complexity.ipynb
index 309f3fe..67765bd 100644
--- a/notebooks/chapter_2_modeling/tutorial_3_realism_and_complexity.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_3_realism_and_complexity.ipynb
@@ -58,12 +58,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_4_dealing_with_failure.ipynb b/notebooks/chapter_2_modeling/tutorial_4_dealing_with_failure.ipynb
index 0b41993..4880970 100644
--- a/notebooks/chapter_2_modeling/tutorial_4_dealing_with_failure.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_4_dealing_with_failure.ipynb
@@ -58,12 +58,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_5_linear_profiles.ipynb b/notebooks/chapter_2_modeling/tutorial_5_linear_profiles.ipynb
index c933414..9d4e36f 100644
--- a/notebooks/chapter_2_modeling/tutorial_5_linear_profiles.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_5_linear_profiles.ipynb
@@ -72,12 +72,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_6_masking.ipynb b/notebooks/chapter_2_modeling/tutorial_6_masking.ipynb
index 823d1ff..5d7a5da 100644
--- a/notebooks/chapter_2_modeling/tutorial_6_masking.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_6_masking.ipynb
@@ -47,12 +47,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_7_results.ipynb b/notebooks/chapter_2_modeling/tutorial_7_results.ipynb
index c9b25cb..74996e8 100644
--- a/notebooks/chapter_2_modeling/tutorial_7_results.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_7_results.ipynb
@@ -47,12 +47,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_2_modeling/tutorial_8_need_for_speed.ipynb b/notebooks/chapter_2_modeling/tutorial_8_need_for_speed.ipynb
index 3a7d721..55a962c 100644
--- a/notebooks/chapter_2_modeling/tutorial_8_need_for_speed.ipynb
+++ b/notebooks/chapter_2_modeling/tutorial_8_need_for_speed.ipynb
@@ -114,12 +114,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_3_search_chaining/tutorial_1_search_chaining.ipynb b/notebooks/chapter_3_search_chaining/tutorial_1_search_chaining.ipynb
index a51e83b..67d3cd3 100644
--- a/notebooks/chapter_3_search_chaining/tutorial_1_search_chaining.ipynb
+++ b/notebooks/chapter_3_search_chaining/tutorial_1_search_chaining.ipynb
@@ -78,12 +78,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_3_search_chaining/tutorial_2_prior_passing.ipynb b/notebooks/chapter_3_search_chaining/tutorial_2_prior_passing.ipynb
index acfe542..4215ac3 100644
--- a/notebooks/chapter_3_search_chaining/tutorial_2_prior_passing.ipynb
+++ b/notebooks/chapter_3_search_chaining/tutorial_2_prior_passing.ipynb
@@ -55,12 +55,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_3_search_chaining/tutorial_3_x2_galaxies.ipynb b/notebooks/chapter_3_search_chaining/tutorial_3_x2_galaxies.ipynb
index 3fe08f9..d928af9 100644
--- a/notebooks/chapter_3_search_chaining/tutorial_3_x2_galaxies.ipynb
+++ b/notebooks/chapter_3_search_chaining/tutorial_3_x2_galaxies.ipynb
@@ -62,12 +62,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_4_pixelizations/tutorial_1_pixelizations.ipynb b/notebooks/chapter_4_pixelizations/tutorial_1_pixelizations.ipynb
index 315ac71..4120e9a 100644
--- a/notebooks/chapter_4_pixelizations/tutorial_1_pixelizations.ipynb
+++ b/notebooks/chapter_4_pixelizations/tutorial_1_pixelizations.ipynb
@@ -47,12 +47,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_4_pixelizations/tutorial_2_mappers.ipynb b/notebooks/chapter_4_pixelizations/tutorial_2_mappers.ipynb
index c70e451..f9710d3 100644
--- a/notebooks/chapter_4_pixelizations/tutorial_2_mappers.ipynb
+++ b/notebooks/chapter_4_pixelizations/tutorial_2_mappers.ipynb
@@ -47,12 +47,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_4_pixelizations/tutorial_3_inversions.ipynb b/notebooks/chapter_4_pixelizations/tutorial_3_inversions.ipynb
index bbb5a9e..38059ac 100644
--- a/notebooks/chapter_4_pixelizations/tutorial_3_inversions.ipynb
+++ b/notebooks/chapter_4_pixelizations/tutorial_3_inversions.ipynb
@@ -51,12 +51,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_4_pixelizations/tutorial_4_bayesian_regularization.ipynb b/notebooks/chapter_4_pixelizations/tutorial_4_bayesian_regularization.ipynb
index 99705b3..593105c 100644
--- a/notebooks/chapter_4_pixelizations/tutorial_4_bayesian_regularization.ipynb
+++ b/notebooks/chapter_4_pixelizations/tutorial_4_bayesian_regularization.ipynb
@@ -55,12 +55,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_4_pixelizations/tutorial_5_model_fit.ipynb b/notebooks/chapter_4_pixelizations/tutorial_5_model_fit.ipynb
index 06abcd2..4638ad3 100644
--- a/notebooks/chapter_4_pixelizations/tutorial_5_model_fit.ipynb
+++ b/notebooks/chapter_4_pixelizations/tutorial_5_model_fit.ipynb
@@ -61,12 +61,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/chapter_optional/tutorial_searches.ipynb b/notebooks/chapter_optional/tutorial_searches.ipynb
index 3606cbd..b9a355e 100644
--- a/notebooks/chapter_optional/tutorial_searches.ipynb
+++ b/notebooks/chapter_optional/tutorial_searches.ipynb
@@ -50,12 +50,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/simulators/sersic.ipynb b/notebooks/simulators/sersic.ipynb
index 6345d8f..31028ff 100644
--- a/notebooks/simulators/sersic.ipynb
+++ b/notebooks/simulators/sersic.ipynb
@@ -52,12 +52,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/simulators/sersic_x2.ipynb b/notebooks/simulators/sersic_x2.ipynb
index 031cbbb..1700f82 100644
--- a/notebooks/simulators/sersic_x2.ipynb
+++ b/notebooks/simulators/sersic_x2.ipynb
@@ -60,12 +60,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/notebooks/simulators/simple.ipynb b/notebooks/simulators/simple.ipynb
index 16a0a9d..e82074f 100644
--- a/notebooks/simulators/simple.ipynb
+++ b/notebooks/simulators/simple.ipynb
@@ -50,12 +50,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]
diff --git a/start_here.ipynb b/start_here.ipynb
index 34426e2..b40020b 100644
--- a/start_here.ipynb
+++ b/start_here.ipynb
@@ -82,12 +82,12 @@
     "    import sys\n",
     "\n",
     "    subprocess.check_call(\n",
-    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autoconf\", \"--no-deps\"]\n",
+    "        [sys.executable, \"-m\", \"pip\", \"install\", \"autonerves\", \"--no-deps\"]\n",
     "    )\n",
     "except ImportError:\n",
     "    pass\n",
     "\n",
-    "from autoconf import setup_colab\n",
+    "from autonerves import setup_colab\n",
     "\n",
     "setup_colab.setup(\"howtogalaxy\")"
    ]

From 74d62c67528d9563a7fcdaa1b79d1b581e074a5c Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 19 Jul 2026 12:37:26 +0000
Subject: [PATCH 2/2] chore: rename repo references PyAutoConf -> PyAutoNerves
 (CI chain + related-repos)

Update the smoke-test dependency chain and docs prose from PyAutoConf to
PyAutoNerves following the GitHub repo rename.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ciVftxvYpefh59wSkR7jN
---
 .github/scripts/smoke_install.sh  | 4 ++--
 .github/workflows/smoke_tests.yml | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/scripts/smoke_install.sh b/.github/scripts/smoke_install.sh
index afda1b5..008f40c 100755
--- a/.github/scripts/smoke_install.sh
+++ b/.github/scripts/smoke_install.sh
@@ -7,10 +7,10 @@
 set -e
 
 if [ "$PYTHON_VERSION" = "3.12" ]; then
-  pip install ./PyAutoConf ./PyAutoFit ./PyAutoArray ./PyAutoGalaxy
+  pip install ./PyAutoNerves ./PyAutoFit ./PyAutoArray ./PyAutoGalaxy
   pip install "./PyAutoArray[optional]" "./PyAutoGalaxy[optional]"
 else
-  pip install ./PyAutoConf ./PyAutoFit ./PyAutoArray ./PyAutoGalaxy
+  pip install ./PyAutoNerves ./PyAutoFit ./PyAutoArray ./PyAutoGalaxy
   pip install numba
 fi
 pip install tensorflow-probability==0.25.0
diff --git a/.github/workflows/smoke_tests.yml b/.github/workflows/smoke_tests.yml
index da159e7..2677d57 100644
--- a/.github/workflows/smoke_tests.yml
+++ b/.github/workflows/smoke_tests.yml
@@ -11,5 +11,5 @@ jobs:
   smoke:
     uses: PyAutoLabs/PyAutoHeart/.github/workflows/smoke-tests.yml@main
     with:
-      chain: "PyAutoConf PyAutoFit PyAutoArray PyAutoGalaxy"
+      chain: "PyAutoNerves PyAutoFit PyAutoArray PyAutoGalaxy"
     secrets: inherit