diff --git a/.github/workflows/wiki-currency.yml b/.github/workflows/wiki-currency.yml
index f524ce7..ae8dcf6 100644
--- a/.github/workflows/wiki-currency.yml
+++ b/.github/workflows/wiki-currency.yml
@@ -4,8 +4,8 @@
 # provenance). It versions with the content it grades, which is why it lives in
 # autofit_assistant and not in the release hub. Two triggers feed it:
 #
-#   1. workflow_call  — invoked by PyAutoBuild at stack-release time with the new version,
-#      so a release that moves the API is graded against the wiki immediately. PyAutoBuild
+#   1. workflow_call  — invoked by PyAutoHands at stack-release time with the new version,
+#      so a release that moves the API is graded against the wiki immediately. PyAutoHands
 #      only calls and reports; it owns none of the rules below.
 #   2. pull_request / schedule / workflow_dispatch — runs in this repo against the
 #      currently-released stack, catching drift introduced by assistant changes themselves.
@@ -52,7 +52,7 @@ jobs:
       PYAUTO_SKIP_WORKSPACE_VERSION_CHECK: "1"
     steps:
       # Always check out autofit_assistant. On native triggers github.ref already points
-      # here; under workflow_call github.ref is the *caller's* ref, so PyAutoBuild passes
+      # here; under workflow_call github.ref is the *caller's* ref, so PyAutoHands passes
       # assistant_ref (e.g. main / the release tag) to pin the version of the rules used.
       - name: Check out autofit_assistant
         uses: actions/checkout@v4
diff --git a/autoassistant/tests/test_to_notebook.py b/autoassistant/tests/test_to_notebook.py
index 8bcfe81..6ffa853 100644
--- a/autoassistant/tests/test_to_notebook.py
+++ b/autoassistant/tests/test_to_notebook.py
@@ -2,7 +2,7 @@
 
 Fast and stdlib-only (json + tmp files): pins the cell-split semantics — docstring blocks
 become markdown cells, code between becomes code cells — including the back-to-back
-docstring case the PyAutoBuild reference pipeline mis-renders (two adjacent markdown
+docstring case the PyAutoHands reference pipeline mis-renders (two adjacent markdown
 cells, never a code cell containing literal `# %%`/`'''` markers).
 """
 
diff --git a/autoassistant/to_notebook.py b/autoassistant/to_notebook.py
index 7840e6d..37e48c6 100644
--- a/autoassistant/to_notebook.py
+++ b/autoassistant/to_notebook.py
@@ -9,11 +9,11 @@
 - the **code between** docstring blocks becomes a **code cell**.
 
 This module is a self-contained, stdlib-only adaptation of the converter the PyAuto
-workspaces already use at build time — ``PyAutoBuild:autobuild/build_util.py``
-(``py_to_notebook``) and ``PyAutoBuild:autobuild/add_notebook_quotes.py`` — which pipe
+workspaces already use at build time — ``PyAutoHands:autobuild/build_util.py``
+(``py_to_notebook``) and ``PyAutoHands:autobuild/add_notebook_quotes.py`` — which pipe
 through the external ``ipynb-py-convert`` tool. It mirrors their cell-split semantics
 (a line *starting* with triple quotes toggles docstring mode) but emits nbformat-v4 JSON
-directly, so an assistant clone or a science project needs neither PyAutoBuild nor an
+directly, so an assistant clone or a science project needs neither PyAutoHands nor an
 extra pip dependency.
 
 Usage:
diff --git a/modes/maintainer.md b/modes/maintainer.md
index f024c72..91cd387 100644
--- a/modes/maintainer.md
+++ b/modes/maintainer.md
@@ -88,5 +88,5 @@ The currency rules (symbol audit, idiom deny-list, provenance, citation paths, v
 drift) live in exactly one place —
 [`.github/workflows/wiki-currency.yml`](../.github/workflows/wiki-currency.yml), driving
 `autoassistant/audit_skill_apis.py` — and run on every PR (plus `workflow_dispatch`, and
-`workflow_call` for PyAutoBuild releases once the release-side wiring lands). When you
+`workflow_call` for PyAutoHands releases once the release-side wiring lands). When you
 change the rules, edit them there only.
diff --git a/skills/af_to_notebook.md b/skills/af_to_notebook.md
index 7c56598..cfd627e 100644
--- a/skills/af_to_notebook.md
+++ b/skills/af_to_notebook.md
@@ -13,7 +13,7 @@ block becomes a **markdown cell**; the Python between blocks becomes a **code ce
 ## Orient
 
 The converter is `autoassistant/to_notebook.py` — stdlib-only, no external tools. It adapts
-the converter the PyAuto workspaces use at build time (`PyAutoBuild:autobuild/build_util.py`
+the converter the PyAuto workspaces use at build time (`PyAutoHands:autobuild/build_util.py`
 `py_to_notebook` + `add_notebook_quotes.py`) and mirrors its cell-split semantics. In a
 science project, run it from the resolved assistant clone (refer-back).
 
@@ -44,4 +44,4 @@ identically.) The CLI prints the absolute output path — quote it and offer to
   (`start-new-project.md` Collaborate/Publish): reviewers and collaborators often prefer
   opening a notebook to running a script.
 - For workspace-published notebooks (Colab setup cells, magic handling), the build pipeline
-  in PyAutoBuild remains authoritative — this skill is for assistant/project scripts.
+  in PyAutoHands remains authoritative — this skill is for assistant/project scripts.