diff --git a/.github/scripts/docs-postprocess.py b/.github/scripts/docs-postprocess.py
new file mode 100644
index 00000000..9fb28214
--- /dev/null
+++ b/.github/scripts/docs-postprocess.py
@@ -0,0 +1,123 @@
+"""Correct two things great-docs bakes into the built Python docs site.
+
+**Absolute icon links.** great-docs writes the favicon `<link>` hrefs against
+`site_url`, so every page points at the published site. They resolve to the
+wrong place, or to nothing, when the same build is served from anywhere else:
+a pull request preview under `pr-<n>/py/`, a local preview, or a versioned copy
+under `v/<tag>/`. The generated icons sit at the root of each copy, so Quarto's
+own per-page offset is the right prefix.
+
+**Source links missing the package directory.** They are built relative to the
+package root, which in this monorepo is `pkg-py/` rather than the repository
+root, so every "source" button pointed at a path that does not exist.
+
+**The navbar version badge.** great-docs derives it from the newest GitHub
+Release for the whole repository and cannot filter by tag prefix, so in this
+monorepo it shows whichever of the two release series published last. The
+version selector already names the version, from the list in great-docs.yml,
+so the badge is removed rather than corrected.
+
+Remove the corresponding half of this script if great-docs gains relative icon
+links, or a way to suppress the badge.
+
+Usage: docs-postprocess.py <site-directory> <site-url> <repo-url> <package-root>
+"""
+
+from __future__ import annotations
+
+import pathlib
+import re
+import sys
+
+# The closing quote after the class name is what stops a longer class that
+# merely starts the same way, such as version-badge-legend, from matching.
+BADGE = re.compile(r'\s*<span class="version-badge"[^>]*>[^<]*</span>')
+
+OFFSET = re.compile(r'<meta name="quarto:offset" content="([^"]*)"')
+
+# Only <link> tags are rewritten. great-docs also injects a canonical-URL
+# script whose base is the site URL, which it concatenates with a path at
+# runtime; turning that into a page-relative prefix would yield a bogus
+# canonical URL on every non-latest version.
+LINK = re.compile(r"<link\b[^>]*>")
+
+# Source links are built relative to the package root, which in a monorepo is
+# not the repository root, so they arrive missing the package directory. The
+# `source.path` config key cannot do this: it replaces the whole path with the
+# file's basename, which flattens nested modules such as commons/_ui/_server.py.
+# Scoped to this repository, so a documentation link into another project's
+# src/ tree is left alone. The non-greedy group is the git ref, which may
+# itself contain slashes.
+def source_pattern(repo_url: str) -> re.Pattern[str]:
+    repo = repo_url.rstrip("/")
+    return re.compile(re.escape(repo) + r'/blob/([^"]+?)(/src/)')
+
+
+def fix(
+    text: str, site_url: str, repo_url: str, package_root: str, offset: str
+) -> str | None:
+    """Return `text` post-processed, or None when it needs no change.
+
+    Returns None when the page needs neither, which keeps the caller from
+    rewriting a file it does not have to touch and makes this idempotent.
+    """
+    base = site_url if site_url.endswith("/") else site_url + "/"
+    prefix = offset if offset.endswith("/") else offset + "/"
+
+    icons = 0
+
+    def relativize(match: re.Match[str]) -> str:
+        nonlocal icons
+        tag, n = re.subn(
+            r'(?<=href=")' + re.escape(base), prefix, match.group(0)
+        )
+        icons += n
+        return tag
+
+    repo = repo_url.rstrip("/")
+
+    def relocate(match: re.Match[str]) -> str:
+        ref = match.group(1)
+        # Already carries the package directory, so leave it be.
+        if ref == package_root or ref.endswith("/" + package_root):
+            return match.group(0)
+        return f"{repo}/blob/{ref}/{package_root}{match.group(2)}"
+
+    patched = LINK.sub(relativize, text)
+    patched, badges = BADGE.subn("", patched)
+    patched, sources = source_pattern(repo_url).subn(relocate, patched)
+
+    if not (icons or badges or sources) or patched == text:
+        return None
+    return patched
+
+
+def main(root: str, site_url: str, repo_url: str, package_root: str) -> int:
+    directory = pathlib.Path(root)
+    if not directory.is_dir():
+        print(f"{root} is not a directory", file=sys.stderr)
+        return 1
+
+    changed = skipped = 0
+    for path in sorted(directory.rglob("*.html")):
+        text = path.read_text(encoding="utf-8", errors="surrogateescape")
+        # Each page carries the offset to its own copy's root, which is what
+        # makes this correct inside a versioned copy as well as at the top.
+        found = OFFSET.search(text)
+        offset = found.group(1) if found else "./"
+        patched = fix(text, site_url, repo_url, package_root, offset)
+        if patched is None:
+            skipped += 1
+            continue
+        path.write_text(patched, encoding="utf-8", errors="surrogateescape")
+        changed += 1
+
+    print(f"Post-processed {changed} page(s), skipped {skipped}.")
+    return 0
+
+
+if __name__ == "__main__":
+    if len(sys.argv) != 5:
+        print(__doc__, file=sys.stderr)
+        raise SystemExit(2)
+    raise SystemExit(main(sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4]))
diff --git a/.github/scripts/test_docs_postprocess.py b/.github/scripts/test_docs_postprocess.py
new file mode 100644
index 00000000..62321f29
--- /dev/null
+++ b/.github/scripts/test_docs_postprocess.py
@@ -0,0 +1,166 @@
+"""Tests for docs-postprocess.py. Run: python3 test_docs_postprocess.py"""
+
+import importlib.util
+import pathlib
+import unittest
+
+spec = importlib.util.spec_from_file_location(
+    "docs_postprocess", pathlib.Path(__file__).parent / "docs-postprocess.py"
+)
+assert spec and spec.loader
+mod = importlib.util.module_from_spec(spec)
+spec.loader.exec_module(mod)
+
+fix = mod.fix
+BASE = "https://posit-dev.github.io/commons/py/"
+ROOT = "pkg-py"
+REPO = "https://github.com/posit-dev/commons"
+BLOB = REPO + "/blob"
+
+
+class StripVersionBadgeTest(unittest.TestCase):
+    def test_removes_the_badge(self):
+        page = '<span class="navbar-title">commons <span class="version-badge">v0.1.0.dev1</span></span>'
+        out = fix(page, BASE, REPO, ROOT, "./")
+        assert out is not None
+        self.assertNotIn("version-badge", out)
+        self.assertNotIn("v0.1.0.dev1", out)
+        # The space before the badge goes with it, leaving no dangling gap.
+        self.assertIn(">commons</span>", out)
+
+    def test_removes_the_badge_with_attributes(self):
+        page = '<span class="version-badge" title="Released 2026-09-11">v0.1.0.dev1</span>'
+        out = fix(page, BASE, REPO, ROOT, "./")
+        assert out is not None
+        self.assertEqual(out.strip(), "")
+
+    def test_leaves_a_longer_class_alone(self):
+        # Anchored on the closing quote, so version-badge-legend is not a badge.
+        page = '<span class="version-badge-legend">v1</span>'
+        self.assertIsNone(fix(page, BASE, REPO, ROOT, "./"))
+
+
+class RelativizeIconsTest(unittest.TestCase):
+    def test_rewrites_an_absolute_icon_link_at_the_root(self):
+        page = f'<link rel="icon" href="{BASE}favicon.ico" sizes="48x48">'
+        out = fix(page, BASE, REPO, ROOT, "./")
+        assert out is not None
+        self.assertIn('href="./favicon.ico"', out)
+        self.assertNotIn(BASE, out)
+
+    def test_rewrites_with_a_nested_offset(self):
+        page = f'<link rel="apple-touch-icon" href="{BASE}apple-touch-icon.png">'
+        out = fix(page, BASE, REPO, ROOT, "../")
+        assert out is not None
+        self.assertIn('href="../apple-touch-icon.png"', out)
+
+    def test_rewrites_every_occurrence(self):
+        page = (
+            f'<link rel="icon" href="{BASE}favicon-16x16.png">'
+            f'<link rel="icon" href="{BASE}favicon-32x32.png">'
+        )
+        out = fix(page, BASE, REPO, ROOT, "../")
+        assert out is not None
+        self.assertEqual(out.count("../favicon-"), 2)
+        self.assertNotIn(BASE, out)
+
+    def test_tolerates_a_base_without_a_trailing_slash(self):
+        page = f'<link rel="icon" href="{BASE}favicon.ico">'
+        out = fix(page, BASE.rstrip("/"), REPO, ROOT, "../")
+        assert out is not None
+        self.assertIn('href="../favicon.ico"', out)
+
+    def test_leaves_the_versioned_canonical_script_alone(self):
+        # great-docs injects a canonical-URL script whose base is the site URL
+        # without a trailing slash, and builds a path onto it at runtime.
+        # Rewriting it to a page-relative prefix would produce a bogus
+        # canonical URL on every non-latest version.
+        page = '<script>var base="https://posit-dev.github.io/commons/py";</script>'
+        self.assertIsNone(fix(page, BASE, REPO, ROOT, "../"))
+
+    def test_leaves_a_script_using_the_trailing_slash_form_alone(self):
+        # Same risk, one character different: only <link> hrefs are rewritten.
+        page = f'<script>var base="{BASE}";</script>'
+        self.assertIsNone(fix(page, BASE, REPO, ROOT, "../"))
+
+    def test_rewrites_the_link_but_not_a_neighbouring_script(self):
+        page = (
+            f'<link rel="icon" href="{BASE}favicon.ico">'
+            f'<script>var base="{BASE}";</script>'
+        )
+        out = fix(page, BASE, REPO, ROOT, "../")
+        assert out is not None
+        self.assertIn('href="../favicon.ico"', out)
+        self.assertIn(f'var base="{BASE}";', out)
+
+    def test_leaves_an_unrelated_absolute_url_alone(self):
+        page = '<a href="https://pypi.org/project/commons/">PyPI</a>'
+        self.assertIsNone(fix(page, BASE, REPO, ROOT, "../"))
+
+    def test_leaves_a_page_needing_nothing(self):
+        self.assertIsNone(fix("<html><body>plain</body></html>", BASE, REPO, ROOT, "./"))
+
+    def test_is_idempotent(self):
+        page = (
+            f'<link rel="icon" href="{BASE}favicon.ico">'
+            '<span class="version-badge">v1</span>'
+        )
+        once = fix(page, BASE, REPO, ROOT, "../")
+        assert once is not None
+        self.assertIsNone(fix(once, BASE, REPO, ROOT, "../"))
+
+    def test_does_both_jobs_in_one_pass(self):
+        page = (
+            f'<link rel="icon" href="{BASE}favicon.ico">'
+            '<span class="version-badge">v0.1.0.dev1</span>'
+        )
+        out = fix(page, BASE, REPO, ROOT, "../")
+        assert out is not None
+        self.assertIn('href="../favicon.ico"', out)
+        self.assertNotIn("version-badge", out)
+
+
+class SourceLinkTest(unittest.TestCase):
+    def test_inserts_the_package_root(self):
+        page = f'<a href="{BLOB}/main/src/commons/_agent.py#L58-L368">source</a>'
+        out = fix(page, BASE, REPO, ROOT, "./")
+        assert out is not None
+        self.assertIn(f"{BLOB}/main/pkg-py/src/commons/_agent.py#L58-L368", out)
+
+    def test_keeps_a_nested_module_path(self):
+        # source.path would have flattened this to the basename, which is why
+        # the prefix is inserted here instead of configured there.
+        page = f'<a href="{BLOB}/main/src/commons/_ui/_server.py#L1-L2">source</a>'
+        out = fix(page, BASE, REPO, ROOT, "./")
+        assert out is not None
+        self.assertIn(f"{BLOB}/main/pkg-py/src/commons/_ui/_server.py", out)
+
+    def test_handles_a_ref_containing_slashes(self):
+        page = f'<a href="{BLOB}/jat255/some-branch/src/commons/_agent.py">source</a>'
+        out = fix(page, BASE, REPO, ROOT, "./")
+        assert out is not None
+        self.assertIn(f"{BLOB}/jat255/some-branch/pkg-py/src/commons/_agent.py", out)
+
+    def test_is_idempotent_on_source_links(self):
+        page = f'<a href="{BLOB}/jat255/some-branch/pkg-py/src/commons/_agent.py">source</a>'
+        self.assertIsNone(fix(page, BASE, REPO, ROOT, "./"))
+
+    def test_leaves_another_repository_alone(self):
+        # Only this repository's generated links need the package directory;
+        # a link into someone else's src/ tree must be untouched.
+        page = '<a href="https://github.com/tidyverse/dplyr/blob/main/src/init.c">x</a>'
+        self.assertIsNone(fix(page, BASE, REPO, ROOT, "./"))
+
+    def test_tolerates_a_repo_url_with_a_trailing_slash(self):
+        page = f'<a href="{BLOB}/main/src/commons/_agent.py">source</a>'
+        out = fix(page, BASE, REPO + "/", ROOT, "./")
+        assert out is not None
+        self.assertIn("/main/pkg-py/src/commons/_agent.py", out)
+
+    def test_leaves_a_non_source_repo_link_alone(self):
+        page = f'<a href="https://github.com/posit-dev/commons/issues/12">issue</a>'
+        self.assertIsNone(fix(page, BASE, REPO, ROOT, "./"))
+
+
+if __name__ == "__main__":
+    unittest.main(verbosity=2)
\ No newline at end of file
diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
index c050dbd8..039a5a5e 100644
--- a/.github/workflows/pkgdown.yaml
+++ b/.github/workflows/pkgdown.yaml
@@ -21,7 +21,7 @@ jobs:
       run:
         working-directory: pkg-r
     # Only restrict concurrency for non-PR jobs: those share gh-pages, and a
-    # PR build deploys nothing. Races against quartodoc.yaml's deploy are
+    # PR build deploys nothing. Races against py-docs.yaml's deploy are
     # handled at the push instead, by the deploy action's rebase.
     concurrency:
       group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }}
diff --git a/.github/workflows/preview-cleanup.yml b/.github/workflows/preview-cleanup.yml
index 0598b2f3..c724e346 100644
--- a/.github/workflows/preview-cleanup.yml
+++ b/.github/workflows/preview-cleanup.yml
@@ -1,4 +1,4 @@
-# Removes the pr-<number>/ preview folders that quartodoc.yaml publishes to
+# Removes the pr-<number>/ preview folders that py-docs.yaml publishes to
 # gh-pages.
 #
 # Closing a pull request handles the ordinary case immediately. The schedule
diff --git a/.github/workflows/preview-fork-notice.yml b/.github/workflows/preview-fork-notice.yml
index eabe5a98..45b2f962 100644
--- a/.github/workflows/preview-fork-notice.yml
+++ b/.github/workflows/preview-fork-notice.yml
@@ -1,6 +1,6 @@
 # Tells a fork's author why their pull request has no documentation preview.
 #
-# quartodoc.yaml skips the preview deploy for forks, and a fork's
+# py-docs.yaml skips the preview deploy for forks, and a fork's
 # GITHUB_TOKEN is read-only, so that workflow cannot post this itself.
 # pull_request_target runs with the base repository's token, which can. This workflow never checks out the pull request, and asks for no
 # permission beyond writing the comment, so none of what makes
diff --git a/.github/workflows/quartodoc.yaml b/.github/workflows/py-docs.yaml
similarity index 76%
rename from .github/workflows/quartodoc.yaml
rename to .github/workflows/py-docs.yaml
index bbf095cc..fcae3228 100644
--- a/.github/workflows/quartodoc.yaml
+++ b/.github/workflows/py-docs.yaml
@@ -1,19 +1,20 @@
 on:
   push:
     branches: [main]
-    paths: [pkg-py/**, docs/**, .github/workflows/quartodoc.yaml]
+    # paths does not filter a tag push, so a release rebuilds the site
+    # whatever it touched, which is what a release should do.
+    tags: ["py-v*"]
+    paths: [pkg-py/**, docs/**, .github/scripts/docs-postprocess.py, .github/workflows/py-docs.yaml]
   pull_request:
-    paths: [pkg-py/**, docs/**, .github/workflows/quartodoc.yaml]
-  release:
-    types: [published]
+    paths: [pkg-py/**, docs/**, .github/scripts/docs-postprocess.py, .github/workflows/py-docs.yaml]
   workflow_dispatch:
 
-name: quartodoc.yaml
+name: Python documentation build
 
 permissions: read-all
 
 jobs:
-  quartodoc:
+  py-docs:
     runs-on: ubuntu-latest
     defaults:
       run:
@@ -25,7 +26,7 @@ jobs:
     # Races between the two sites are handled at the push instead, by the
     # deploy action's rebase.
     concurrency:
-      group: quartodoc-${{ github.event.number || github.ref }}
+      group: py-docs-${{ github.event.number || github.ref }}
     permissions:
       contents: write
       pull-requests: write
@@ -41,13 +42,17 @@ jobs:
       - name: Install the package and its docs dependencies
         run: uv sync --extra shiny --group docs
 
-      - name: Build the reference pages
-        working-directory: pkg-py/docs
-        run: uv run quartodoc build
+      - name: Build the site
+        working-directory: pkg-py
+        run: uv run great-docs build
 
-      - name: Render the site
-        working-directory: pkg-py/docs
-        run: uv run quarto render
+      # Relativizes the favicon links great-docs writes against site_url, and
+      # drops its version badge. See the script for why each is needed.
+      - name: Post-process the built site
+        working-directory: pkg-py
+        run: |
+          read -r site_url repo_url < <(uv run python -c 'import yaml; c = yaml.safe_load(open("great-docs.yml")); print(c["site_url"], c["repo"])')
+          python3 ../.github/scripts/docs-postprocess.py great-docs/_site "$site_url" "$repo_url" pkg-py
 
       # The deploy publishes the whole of docs/, so the rendered site has to
       # sit at the path it is served from.
@@ -55,7 +60,7 @@ jobs:
         working-directory: .
         run: |
           rm -rf docs/py
-          cp -r pkg-py/docs/_site docs/py
+          cp -r pkg-py/great-docs/_site docs/py
 
       # `clean: false` so this and the pkgdown deploy can each own a
       # subdirectory of the same branch without erasing the other.
diff --git a/.github/workflows/scripts-check.yaml b/.github/workflows/scripts-check.yaml
index 5364d8d2..d3a0f61b 100644
--- a/.github/workflows/scripts-check.yaml
+++ b/.github/workflows/scripts-check.yaml
@@ -20,3 +20,6 @@ jobs:
 
       - name: Test noindex-preview.py
         run: python3 .github/scripts/test_noindex_preview.py
+
+      - name: Test docs-postprocess.py
+        run: python3 .github/scripts/test_docs_postprocess.py
diff --git a/AGENTS.md b/AGENTS.md
index 33d84003..5f9bf6b1 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -2,7 +2,7 @@ This repository is a monorepo holding two implementations of commons: the R pack
 
 Work from the relevant package's directory, not the repository root: `pkg-r/` for R (`devtools::load_all()`, `R CMD check`) and `pkg-py/` for Python (`uv run ruff check`, `uv run pyrefly check src tests`, `uv run pytest`). CI is scoped the same way. Run all of a package's checks before pushing; the pyrefly invocation needs its explicit `src tests` paths, because with none it consults the repo's git ignore files and a worktree checked out under an ignored directory silently type-checks nothing.
 
-The documentation sites are the exception, because they are published as one tree: the landing page at the root, the R site under `r/`, and the Python site under `py/`. `scripts/preview-docs.sh` builds both into that tree and serves it, so a change can be read in place. It skips a site whose toolchain is missing rather than failing. Only the Python site gets a pull request preview; the R site follows the usual R package arrangement, where `r/dev/` tracks the development version and `r/` is redeployed by hand at release.
+The documentation sites are the exception, because they are published as one tree: the landing page at the root, the R site under `r/`, and the Python site under `py/`. `scripts/preview-docs.sh` builds both into that tree and serves it, so a change can be read in place. It skips a site whose toolchain is missing rather than failing. Only the Python site gets a pull request preview; the R site follows the usual R package arrangement, where `r/dev/` tracks the development version and `r/` is redeployed by hand at release. The Python site is assembled by [great-docs](https://posit-dev.github.io/great-docs/) from `pkg-py/great-docs.yml`, which wraps Quarto rather than replacing it, and publishes a copy per release: the current one at `py/` and the others under `py/v/`. Adding a release to that list is a step in cutting one, not something the build infers.
 
 Neither package has been widely adopted or publicly released; changes can be made without a deprecation cycle (or even reference to the way that it used to work).
 
diff --git a/favicon/README.md b/favicon/README.md
index 4ced947f..859e1497 100644
--- a/favicon/README.md
+++ b/favicon/README.md
@@ -11,5 +11,8 @@ Edit the files here, never a copy.
 
 The icon paths in `site.webmanifest` are relative, because each site serves its
 own copy from a different prefix. The `<link>` tags live with each site: the
-pkgdown template writes them for the R site, `pkg-py/docs/favicon.html` for the
-Python site, and `docs/index.html` for the landing page.
+pkgdown template writes them for the R site and `docs/index.html` does it for
+the landing page. The Python site's are generated by great-docs, which derives
+its own icon set from the `favicon:` source named in `pkg-py/great-docs.yml`;
+point that at a PNG rather than the SVG, because great-docs rasterizes an SVG
+with cairosvg, which needs a system cairo library.
diff --git a/pkg-py/.gitignore b/pkg-py/.gitignore
index 21a416cc..38afcb59 100644
--- a/pkg-py/.gitignore
+++ b/pkg-py/.gitignore
@@ -17,3 +17,8 @@ dist/
 
 /.quarto/
 **/*.quarto_ipynb
+
+# The site great-docs assembles and renders, plus its working directories.
+/great-docs/
+/.great-docs/
+/_great_docs_build/
diff --git a/pkg-py/docs/get-started.qmd b/pkg-py/docs/01-get-started.qmd
similarity index 100%
rename from pkg-py/docs/get-started.qmd
rename to pkg-py/docs/01-get-started.qmd
diff --git a/pkg-py/docs/governance.qmd b/pkg-py/docs/02-governance.qmd
similarity index 95%
rename from pkg-py/docs/governance.qmd
rename to pkg-py/docs/02-governance.qmd
index ff010930..5456c8c0 100644
--- a/pkg-py/docs/governance.qmd
+++ b/pkg-py/docs/02-governance.qmd
@@ -36,7 +36,7 @@ When viewer credentials are not available, it is recommended to use a service ac
 
 ## Python code execution
 
-The Python agent currently has no tool that runs code written by the model, but this feature is expected in the near future. Currently, there is no concern for Python `commons` agents executing arbitrary Python code. When the feature is added, it will generally follow the R package's [R code execution](../r/articles/governance.html#r-code-execution) design.
+The Python agent currently has no tool that runs code written by the model, but this feature is expected in the near future. Currently, there is no concern for Python `commons` agents executing arbitrary Python code. When the feature is added, it will generally follow the R package's [R code execution](https://posit-dev.github.io/commons/r/articles/governance.html#r-code-execution) design.
 
 ## Permissioning facts
 
@@ -46,4 +46,4 @@ Because of this, you should only include facts that you can share with both the
 
 ## Telemetry
 
-The Python implementation of `commons` currently does not support telemetry or conversation logging, though this feature is planned to be added in the near future. When it is added, it will generally follow the R package's [Logging trajectories](../r/articles/governance.html#logging-trajectories) design.
+The Python implementation of `commons` currently does not support telemetry or conversation logging, though this feature is planned to be added in the near future. When it is added, it will generally follow the R package's [Logging trajectories](https://posit-dev.github.io/commons/r/articles/governance.html#logging-trajectories) design.
diff --git a/pkg-py/docs/feature-parity.qmd b/pkg-py/docs/03-feature-parity.qmd
similarity index 100%
rename from pkg-py/docs/feature-parity.qmd
rename to pkg-py/docs/03-feature-parity.qmd
diff --git a/pkg-py/docs/_quarto.yml b/pkg-py/docs/_quarto.yml
deleted file mode 100644
index 666cf967..00000000
--- a/pkg-py/docs/_quarto.yml
+++ /dev/null
@@ -1,102 +0,0 @@
-project:
-  type: website
-  # Renders in place, because Quarto warns when its output directory sits
-  # outside the project. The deploy workflow copies _site into docs/py.
-  output-dir: _site
-  # Explicit, so the design notes under notes/ stay out of the site.
-  render:
-    - index.qmd
-    - get-started.qmd
-    - governance.qmd
-    - feature-parity.qmd
-    - reference/*.qmd
-  # Copied whole: Quarto follows the <link> tags in favicon.html, but not the
-  # icons site.webmanifest names inside itself.
-  resources:
-    - favicon/**
-
-website:
-  title: "commons"
-  site-url: https://posit-dev.github.io/commons/py/
-  repo-url: https://github.com/posit-dev/commons
-  repo-subdir: pkg-py
-  navbar:
-    logo: assets/logos/python-logo.svg
-    left:
-      - href: get-started.qmd
-        text: Get started
-      - href: governance.qmd
-        text: Security and governance
-      - href: feature-parity.qmd
-        text: Feature parity
-      - href: reference/index.qmd
-        text: API Reference
-    right:
-      - text: '<span class="r-logo" title="R Documentation">R Documentation</span>'
-        # Absolute, so it works from a pull request preview too, which builds
-        # this site but not the R one.
-        href: https://posit-dev.github.io/commons/r/
-      - icon: box-seam
-        href: https://pypi.org/project/commons/
-        aria-label: commons on PyPI
-      - icon: github
-        href: https://github.com/posit-dev/commons
-  sidebar:
-    - id: reference
-      contents: reference/_sidebar.yml
-  page-footer:
-    left: "Developed by Josh Taillon, Posit Software, PBC."
-    right: "Site built with [Quarto](https://quarto.org/)."
-
-format:
-  html:
-    theme: cosmo
-    toc: true
-    css: assets/styles.css
-    include-in-header: favicon.html
-
-metadata-files:
-  - reference/_sidebar.yml
-
-quartodoc:
-  package: commons
-  title: Reference
-  style: pkgdown
-  dir: reference
-  sidebar: reference/_sidebar.yml
-  render_interlinks: false
-  renderer:
-    style: markdown
-    table_style: description-list
-  sections:
-    - title: Main functions
-      desc: |
-        The main agent constructor, plus the building blocks for a commons agent.
-      contents:
-        - Commons
-        - data_source
-        - semantic_layer
-        - measure
-        - context_layer
-    - title: Supporting types
-      desc: |
-        The objects the constructors return, and the values they carry.
-      contents:
-        - DataSource
-        - SemanticLayer
-        - ContextLayer
-        - Measure
-        - Injected
-        - Tag
-        - list_tables
-    - title: Shiny UI and server
-      desc: |
-        Put a commons agent inside of an interactive chat app. Needs the
-        `shiny` extra.
-      package: commons.ui
-      contents:
-        - app
-        - server
-        - theme
-        - commons_chat_dependency
-        - asset_base_url
diff --git a/pkg-py/docs/assets/styles.css b/pkg-py/docs/assets/styles.css
index 723b7e20..47585642 100644
--- a/pkg-py/docs/assets/styles.css
+++ b/pkg-py/docs/assets/styles.css
@@ -44,50 +44,126 @@ h3 {
   overflow-wrap: anywhere;
 }
 
-/* Show the R logo in place of the "R" navbar link text. The url() resolves
-   relative to this stylesheet, so it works from any page depth (unlike an
-   img src written into the navbar HTML). Both files live under assets/
-   because quarto preview (1.10) fails to copy a CSS url() resource located
-   at the project root: "Cannot copy ... to a subdirectory of itself". */
-.navbar a[href$="/r/"] {
-  display: flex;
-  align-items: center;
-  /* Fill the stretched nav item, so the centered logo matches the line-box
-     center of the neighboring icon links. */
-  height: 100%;
-}
-
-/* The span carrying the hover title is sized to the logo, so the tooltip
-   appears anywhere over the image. */
-.navbar a[href$="/r/"] .menu-text {
-  display: flex;
-}
-
-.navbar a[href$="/r/"] .r-logo {
-  font-size: 0;
-  background: url("logos/r-logo.svg") no-repeat center / contain;
+/* The R cross-link is injected into great-docs' navbar widget container and
+   carries its gd-navbar-icon class, so the 34px box, the centring and the
+   spacing all come from there. Only the logo itself is described here. The
+   url() resolves relative to this stylesheet, so it works from any page depth
+   and from any versioned copy of the site, unlike an img src written into the
+   navbar HTML. great-docs copies this stylesheet to the site root and the
+   assets directory under user-guide/, which is what the path reflects. */
+.commons-r-link .r-logo {
+  display: block;
   width: 1.29rem;
   height: 1rem;
-  /* Optical alignment: the logo's visual weight sits low (the gray oval is
-     lighter than the blue R), so nudge it up from the geometric center. */
+  background: url("user-guide/assets/logos/r-logo.svg") no-repeat center / contain;
+  /* Optical alignment: the logo's visual weight sits low, because the gray
+     oval is lighter than the blue R, so nudge it up from the geometric
+     centre. */
   margin-top: -2px;
 }
 
-/* The hex sticker on the home page, floated beside the opening prose the way
-   pkgdown places it on the R site. It drops to full width on a narrow screen,
-   where a float would leave the text in a column too thin to read. */
-.commons-hex {
-  float: right;
-  width: 180px;
-  max-width: 40%;
-  margin: 0 0 1rem 1.5rem;
+/* Overrides for great-docs' own stylesheet, which this file loads after.
+   None of the below has a configuration key. */
+
+/* Symbol names stay monospace, but drop the bold: the reference is mostly a
+   list of them, and weight on top of an underline shouts. */
+.doc-reference dt a,
+.doc-reference section.doc-group > dl a,
+.table a,
+#navbarCollapse > ul.navbar-nav.navbar-nav-scroll.me-auto > li > a:not(.active) {
+  font-weight: normal;
+}
+
+/* The banner sets a mid-blue background but no text colour, and a code span
+   keeps its own pale pill, which vanishes into it. */
+.gd-announcement-banner {
+  color: #fff;
 }
 
-@media (max-width: 575.98px) {
-  .commons-hex {
-    float: none;
-    display: block;
-    max-width: 60%;
-    margin: 0 auto 1.5rem;
-  }
+.gd-announcement-banner code {
+  background: rgb(255 255 255 / 18%);
+  color: inherit;
+  padding: 0.1em 0.3em;
+  border-radius: 3px;
+}
+
+:root {
+  /* The brightest text in either theme, so the current item reads as more
+     prominent than its siblings rather than less. --gd-text-primary is itself
+     theme-scoped, so one value serves both. */
+  --commons-active-link-color: var(--gd-text-primary);
+  --commons-active-link-weight: bold;
+  --commons-navbar-hover-bg: rgb(0 0 0 / 14%);
+  --gd-active-link: var(--gd-text-primary);
+}
+
+/* Repeated because great-docs defines both of these under this same selector,
+   which outranks :root. */
+body.quarto-dark {
+  --commons-navbar-hover-bg: rgb(255 255 255 / 14%);
+  --gd-active-link: var(--gd-text-primary);
+}
+
+/* Current page: weight, not a coloured rule. The sidebar colour is a literal
+   upstream, so --gd-active-link above does not reach it. */
+#navbarCollapse > ul.navbar-nav.navbar-nav-scroll.me-auto > li > a.active {
+  font-weight: bold;
+  /* Two underlines: a bottom border from .nav-underline, a text decoration
+     from .nav-link.active. */
+  border-bottom-color: transparent;
+  text-decoration: none;
+}
+
+#quarto-sidebar a.sidebar-item-text.sidebar-link.active {
+  color: var(--commons-active-link-color);
+  font-weight: var(--commons-active-link-weight);
+  text-decoration: none;
+}
+
+/* Hover filled the link with an orange pill. Both themes are spelled out
+   because great-docs sets the dark one at a higher specificity. */
+#navbarCollapse > ul.navbar-nav.navbar-nav-scroll.me-auto > li > a:hover,
+body.quarto-dark
+  #navbarCollapse
+  > ul.navbar-nav.navbar-nav-scroll.me-auto
+  > li
+  > a:hover {
+  background-color: var(--commons-navbar-hover-bg);
+  /* Not `inherit`: that takes the list item's colour, not the link's. */
+  color: var(--gd-navbar-text);
+}
+
+/* Tables were sized to their widest unwrapped line and scrolled. Suits a data
+   table; the feature-parity table is prose. */
+.gd-table-scroll > table {
+  width: 100%;
+}
+
+/* The previous/next page links were drawn as outlined buttons. */
+.nav-page.nav-page-previous a,
+.nav-page.nav-page-next a {
+  border-style: none;
+  border-width: 0;
+  border-radius: 0;
+  padding-left: 0;
+  padding-right: 0;
+  margin-left: 0;
+  margin-right: 0;
+  text-decoration: underline;
+}
+
+/* The hover pill carries 8px of padding each side but a -8px left margin, so
+   it sat flush against the sidebar's left edge while inset on the right. */
+#quarto-sidebar.gd-sidebar-float .sidebar-link[href] {
+  margin-left: 0;
+}
+
+/* The package name is drawn as a bordered pill. The name alone is enough, and
+   the version beside it duplicates the version selector, so the badge is
+   stripped from the markup by .github/scripts/docs-postprocess.py. */
+.navbar-title {
+  border-style: none;
+  border-width: 0;
+  border-radius: 0;
+  padding: 0;
 }
diff --git a/pkg-py/docs/favicon.html b/pkg-py/docs/favicon.html
deleted file mode 100644
index c3072b26..00000000
--- a/pkg-py/docs/favicon.html
+++ /dev/null
@@ -1,7 +0,0 @@
-<!-- The tags pkgdown writes for the R site, so both serve the same icons.
-     A leading / is project-relative; Quarto rewrites it per page depth. -->
-<link rel="icon" type="image/png" sizes="96x96" href="/favicon/favicon-96x96.png">
-<link rel="icon" type="image/svg+xml" href="/favicon/favicon.svg">
-<link rel="apple-touch-icon" sizes="180x180" href="/favicon/apple-touch-icon.png">
-<link rel="icon" sizes="any" href="/favicon/favicon.ico">
-<link rel="manifest" href="/favicon/site.webmanifest">
diff --git a/pkg-py/great-docs.yml b/pkg-py/great-docs.yml
new file mode 100644
index 00000000..88ce61f1
--- /dev/null
+++ b/pkg-py/great-docs.yml
@@ -0,0 +1,199 @@
+# The site is assembled by great-docs, which generates a Quarto project into
+# great-docs/ and renders it.
+display_name: commons
+site_url: https://posit-dev.github.io/commons/py/
+repo: https://github.com/posit-dev/commons
+pypi: https://pypi.org/project/commons/
+
+# The narrative pages. This is a directory, and everything under it is
+# rendered, which is why the design notes live in ../notes instead.
+user_guide: docs
+
+# The generated changelog reads GitHub Releases for the whole repository with
+# no tag-prefix filter, so it renders the R package's notes on this site.
+changelog:
+  enabled: false
+
+# Names are relative to the package: `ui.app`, not `commons.ui.app`. A
+# section-level `package:` key is accepted and then ignored. `commons.__all__`
+# does not export `ui`, so the Shiny entries only appear because they are
+# listed here.
+reference:
+  # The dict form, because the navbar label only comes from `title` when
+  # `reference` is a mapping; as a bare list of sections it is ignored.
+  title: API Reference
+  sections:
+    - title: Main functions
+      desc: The main agent constructor, plus the building blocks for a commons agent.
+      contents: [Commons, data_source, semantic_layer, measure, context_layer]
+    - title: Supporting types
+      desc: The objects the constructors return, and the values they carry.
+      contents: [DataSource, SemanticLayer, ContextLayer, Measure, Injected, Tag, list_tables]
+    - title: Shiny UI and server
+      desc: "Put a commons agent inside of an interactive chat app. Needs the `shiny` extra."
+      contents: [ui.app, ui.server, ui.theme, ui.commons_chat_dependency, ui.asset_base_url]
+
+# Nested under `site:`, which is the key great-docs reads; a top-level
+# `css:` is silently ignored. Paths are relative to the project root.
+site:
+  css:
+    - docs/assets/styles.css
+
+# The navbar carries the Python mark beside the package name, as the R site
+# carries the R mark beside it; show_title is needed because great-docs
+# suppresses the text title whenever a logo is set. The hex is the landing
+# page's mark, via hero.logo, which otherwise inherits the navbar logo.
+logo:
+  light: docs/assets/logos/python-logo.svg
+  show_title: true
+
+# The hero logo path is emitted as the img src verbatim and great-docs does not
+# copy the file the way it copies the navbar logo, so this names where the
+# asset actually lands in the built site: docs/ is the user_guide directory,
+# which is published under user-guide/. The hero is only on the landing page,
+# at the site root, so a path relative to the root is right.
+hero:
+  logo: user-guide/assets/hex/commons-hex.png
+
+# The icon both other sites serve, so all three show the same one in a tab.
+# The PNG rather than the SVG source: great-docs rasterizes an SVG with
+# cairosvg, which needs a system cairo library, and warns and skips when it
+# is missing. Pillow handles the PNG with no extra dependency.
+favicon: docs/favicon/favicon-96x96.png
+
+# Each key renders an icon link beside the name, the way pkgdown does on the R
+# site; great-docs does not link the name text itself.
+# Each key renders an icon link beside the name, the way pkgdown does on the R
+# site; great-docs does not link the name text itself.
+authors:
+  - name: Josh Taillon
+    role: Maintainer
+    affiliation: Posit, PBC
+    github: jat255
+    homepage: https://opensource.posit.co/people/josh-taillon/
+    orcid: 0000-0002-5185-4503
+
+funding:
+  name: Posit Software, PBC
+  roles:
+    - Copyright holder
+    - funder
+  homepage: https://posit.co
+
+include_in_header:
+  # No config key adds a navbar link, and the generated _quarto.yml is
+  # rewritten on every build, so the R cross-link is injected instead.
+  # great-docs collects its own widgets into #gd-navbar-widgets, which is
+  # built by a script that runs after this one, so the container is polled for
+  # rather than assumed. Joining that container is what gets the shared flex
+  # alignment and gap; the gd-navbar-icon class is what makes the link look
+  # like the neighbouring buttons. The href is absolute so it works from a
+  # pull request preview and from every /v/ copy, matching the mirror-image
+  # link in pkg-r/_pkgdown.yml.
+  - text: |
+      <script>
+      (function () {
+        var tries = 0;
+        function inject() {
+          if (document.querySelector(".commons-r-link")) return;
+          var tools = document.getElementById("gd-navbar-widgets");
+          if (!tools) {
+            if (tries++ < 100) return window.setTimeout(inject, 50);
+            return;
+          }
+          var link = document.createElement("a");
+          link.className = "nav-link gd-navbar-icon commons-r-link";
+          link.href = "https://posit-dev.github.io/commons/r/";
+          link.title = "R Documentation";
+          link.setAttribute("aria-label", "R documentation");
+          link.innerHTML = '<span class="r-logo"></span>';
+          tools.insertBefore(link, tools.firstChild);
+        }
+        if (document.readyState === "loading") {
+          document.addEventListener("DOMContentLoaded", inject);
+        } else {
+          inject();
+        }
+      })();
+      </script>
+
+  # Selected by class and meta-name substrings on purpose: great-docs drops
+  # every include_in_header entry whose text contains its own "gd-announcement"
+  # marker, so naming either in full removes this script silently.
+  #
+  # The banner is built client-side and its url is used verbatim, so Quarto
+  # never rewrites it per page depth and a relative link resolved against the
+  # current page's directory: from user-guide/ the banner asked for
+  # user-guide/user-guide/. The prefix comes from Quarto's offset meta, which is
+  # how great-docs' own version selector and sidebar scripts find the site root,
+  # and it stays correct in a pull request preview and inside a /v/ copy.
+  #
+  # The raw path is read back from the meta, not from the link: assigning to
+  # a.href reflects the *resolved* absolute URL into the attribute, so reading
+  # the link would only ever see the already-wrong absolute path.
+  - text: |
+      <script>
+      (function () {
+        var tries = 0;
+        function fix() {
+          var link = document.querySelector('[class*="announcement-banner"] a');
+          if (!link) {
+            if (tries++ < 100) return window.setTimeout(fix, 50);
+            return;
+          }
+          if (link.dataset.commonsOffsetApplied) return;
+          var ann = document.querySelector('meta[name$="announcement"]');
+          var raw = ann ? ann.getAttribute("data-url") || "" : "";
+          if (!raw || /^([a-z][a-z0-9+.-]*:|\/\/|\/|#)/i.test(raw)) return;
+          var off = document.querySelector('meta[name="quarto:offset"]');
+          var prefix = (off ? off.getAttribute("content") || "./" : "./");
+          var fixed = prefix.replace(/\/?$/, "/") + raw;
+          link.setAttribute("href", fixed);
+          // Quarto stashes the pre-rewrite href here and its external-link
+          // pass restores it, which would undo the line above. That pass
+          // treats this link as external whenever the served prefix differs
+          // from site_url, which is the case in every pull request preview,
+          // so both the opt-out class and the stashed value are set.
+          link.classList.add("no-external");
+          link.dataset.originalHref = fixed;
+          link.dataset.commonsOffsetApplied = "1";
+        }
+        if (document.readyState === "loading") {
+          document.addEventListener("DOMContentLoaded", fix);
+        } else {
+          fix();
+        }
+      })();
+      </script>
+
+versions:
+  - label: "0.2.0 (dev)"
+    tag: dev
+    version: "0.2.0"
+    prerelease: true
+  # A beta, but the only published release, so it holds the latest slot and is
+  # what /py/ serves: that matches what `pip install commons` resolves to.
+  # `latest` has to be set explicitly, because a prerelease is excluded from
+  # latest auto-detection and every entry here is one. The beta warning is
+  # carried by the announcement banner rather than by a selector badge.
+  - label: "0.1.0b1"
+    tag: "0.1.0b1"
+    version: "0.1.0b1"
+    prerelease: true
+    latest: true
+
+version_selector:
+  enabled: true
+  placement: navbar-right
+  warning_banner: true
+
+version_aliases:
+  latest: true
+  stable: true
+  dev: true
+
+announcement:
+  content: "Heads up! `commons` for Python is *still in beta* and is not yet equal to the R package in functionality. Click here to see specific feature parity."
+  type: info
+  url: user-guide/feature-parity.html
+  dismissable: true
diff --git a/pkg-py/docs/index.qmd b/pkg-py/index.qmd
similarity index 76%
rename from pkg-py/docs/index.qmd
rename to pkg-py/index.qmd
index 671b16dd..489fa3c3 100644
--- a/pkg-py/docs/index.qmd
+++ b/pkg-py/index.qmd
@@ -2,10 +2,6 @@
 title: "commons"
 ---
 
-```{=html}
-<img src="assets/hex/commons-hex.png" class="commons-hex" alt="The package's hex sticker; a Common Kingfisher drawn in a cartoonish style, sitting on a park bench with a plaque reading 'commons'. Behind the bird is an open green space.">
-```
-
 `commons` helps data scientists build trustworthy data agents.
 
 Data teams typically have trusted code that they use to analyze their data and build reports and apps. `commons` leverages that expertise, situating the information in a series of prompts and tools designed to create an accurate, fast, and cost-effective agent.
@@ -41,7 +37,7 @@ uv pip install "commons[shiny] @ git+https://github.com/posit-dev/commons#subdir
 
 `commons` uses [`chatlas`](https://posit-dev.github.io/chatlas/) to access LLMs, so you will need access to one of chatlas's supported providers.
 
-The [Introduction to commons](get-started.qmd) page explains the structure of a `commons` agent and the creation process. For a complete example application, see [`demo.py`](https://github.com/posit-dev/commons/blob/main/pkg-py/demo.py) in the repository.
+The [Introduction to commons](user-guide/get-started.qmd) page explains the structure of a `commons` agent and the creation process. For a complete example application, see [`demo.py`](https://github.com/posit-dev/commons/blob/main/pkg-py/demo.py) in the repository.
 
 ## Trusted answers
 
@@ -49,8 +45,8 @@ There are two provenance paths available to a `commons` agent. When a user asks
 
 Answers display provenance according to the analysis path followed, so users can determine how much trust to put in a given answer.
 
-For more information, see the [Introduction to `commons`](get-started.qmd) page.
+For more information, see the [Introduction to `commons`](user-guide/get-started.qmd) page.
 
 ## Evaluation
 
-The [DevRel agent](https://github.com/posit-dev/devrel-agent) is an example `commons` agent (using the R implementation) that answers questions about adoption, engagement, and growth across Posit's open-source projects. Its repository contains an [evaluation](https://github.com/posit-dev/devrel-agent/tree/main/evals) comparing the `commons` agent with Claude Code on the same data; the [R documentation](../r/#evaluation) presents the results.
+The [DevRel agent](https://github.com/posit-dev/devrel-agent) is an example `commons` agent (using the R implementation) that answers questions about adoption, engagement, and growth across Posit's open-source projects. Its repository contains an [evaluation](https://github.com/posit-dev/devrel-agent/tree/main/evals) comparing the `commons` agent with Claude Code on the same data; the [R documentation](https://posit-dev.github.io/commons/r/#evaluation) presents the results.
diff --git a/pkg-py/docs/notes/2026-08-20-execution-prior-art.md b/pkg-py/notes/2026-08-20-execution-prior-art.md
similarity index 100%
rename from pkg-py/docs/notes/2026-08-20-execution-prior-art.md
rename to pkg-py/notes/2026-08-20-execution-prior-art.md
diff --git a/pkg-py/docs/notes/2026-08-31-trace-round-trip.md b/pkg-py/notes/2026-08-31-trace-round-trip.md
similarity index 100%
rename from pkg-py/docs/notes/2026-08-31-trace-round-trip.md
rename to pkg-py/notes/2026-08-31-trace-round-trip.md
diff --git a/pkg-py/pyproject.toml b/pkg-py/pyproject.toml
index 8e37f953..44113beb 100644
--- a/pkg-py/pyproject.toml
+++ b/pkg-py/pyproject.toml
@@ -45,8 +45,7 @@ shiny = [
 [dependency-groups]
 dev = ["pytest>=8", "pytest-asyncio", "ruff", "pyrefly", "pandas>=2", "polars>=1", "pins>=0.9", "commons[shiny]"]
 docs = [
-    "griffe<2",
-    "quartodoc>=0.11.1",
+    "great-docs>=0.17",
 ]
 
 [build-system]
diff --git a/pkg-py/uv.lock b/pkg-py/uv.lock
index 0f1e21fb..0df47cad 100644
--- a/pkg-py/uv.lock
+++ b/pkg-py/uv.lock
@@ -50,6 +50,87 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3b/00/2344469e2084fb287c2e0b57b72910309874c3245463acd6cf5e3db69324/appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128", size = 9566, upload-time = "2020-05-11T07:59:49.499Z" },
 ]
 
+[[package]]
+name = "appnope"
+version = "1.0.0"
+source = { registry = "https://pypi.org/simple" }
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-    { url = "https://files.pythonhosted.org/packages/db/d9/c495884c6e548fce18a8f40568ff120bc3a4b7b99813081c8ac0c936fa64/watchdog-6.0.0-py3-none-win_amd64.whl", hash = "sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680", size = 79070, upload-time = "2024-11-01T14:07:10.686Z" },
-    { url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" },
-]
-
 [[package]]
 name = "watchfiles"
 version = "1.2.0"
@@ -2755,6 +3787,33 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c4/0e/57f6bb3024a597b2e8ec4aee710ffe62ddc95af2e2bb1ee7a7abdc22c68c/wcwidth-0.8.3-py3-none-any.whl", hash = "sha256:d5b73dba6158a595ec9370350e7f2637bcac8d6c5e4fde34f30fcffb6103a5e4", size = 331669, upload-time = "2026-08-28T18:10:04.909Z" },
 ]
 
+[[package]]
+name = "webcolors"
+version = "25.10.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/1d/7a/eb316761ec35664ea5174709a68bbd3389de60d4a1ebab8808bfc264ed67/webcolors-25.10.0.tar.gz", hash = "sha256:62abae86504f66d0f6364c2a8520de4a0c47b80c03fc3a5f1815fedbef7c19bf", size = 53491, upload-time = "2025-10-31T07:51:03.977Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e2/cc/e097523dd85c9cf5d354f78310927f1656c422bd7b2613b2db3e3f9a0f2c/webcolors-25.10.0-py3-none-any.whl", hash = "sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d", size = 14905, upload-time = "2025-10-31T07:51:01.778Z" },
+]
+
+[[package]]
+name = "webencodings"
+version = "0.6.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d5/a0/8fd707bcb776a7be556bad06a2ea5fb9bd519df78ef8e26f70ccf0f38bff/webencodings-0.6.1.tar.gz", hash = "sha256:565f9ad031c702dae404e27a099e3e09186a3ab1b9520f06d215502b651fd910", size = 15001, upload-time = "2026-08-15T14:22:57.549Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/c6/040cbc72480d789a5f40d63fb484d3106554c4dfa2d2b70ad5022057750f/webencodings-0.6.1-py3-none-any.whl", hash = "sha256:7fab6269c8bf237c657876b52058ccb182e861518d1c695c1a9aaa8c1c105d5b", size = 8745, upload-time = "2026-08-15T14:22:56.31Z" },
+]
+
+[[package]]
+name = "websocket-client"
+version = "1.9.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d8/cb/a5abcc2891249f393827c650c6296660ce40374ac22d99ab9aea41f9d2a2/websocket_client-1.9.2.tar.gz", hash = "sha256:0fcb57545848be86992e128218fd96dd87a6769ffdb1a968dff79632b85604d0", size = 84110, upload-time = "2026-08-31T14:08:40.964Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d5/d2/cc4dc1271e464942db7ee278baae2daa99ee77cb2af744025c04da585a3e/websocket_client-1.9.2-py3-none-any.whl", hash = "sha256:e1a673830a9c7bfa47b1cd3d5e4178f4c9651d80a4eab02c9c23a1c3ec6250ce", size = 95786, upload-time = "2026-08-31T14:08:39.899Z" },
+]
+
 [[package]]
 name = "websockets"
 version = "17.1"
@@ -2910,6 +3969,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/41/63/23572870e01836a98346075b9e17a8bc24a6ddd9800a3204ceee58677f3c/websockets-17.1-py3-none-any.whl", hash = "sha256:f221081107b8c48184d99f7019604486376e7ef826037e70aad6b02540732c23", size = 211134, upload-time = "2026-08-26T17:25:31.397Z" },
 ]
 
+[[package]]
+name = "widgetsnbextension"
+version = "4.0.16"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/bf/60/bc7a980fc78837d6ef8f5940cca4cadc433364503a4c4d42e2a7a0de3231/widgetsnbextension-4.0.16.tar.gz", hash = "sha256:adeea0ae78f0856ee4945f413299801b82a0a01416303301f39a704282a37b73", size = 1111094, upload-time = "2026-08-18T08:52:55.859Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/34/95/40e17e20046b7bc820d29d09ae84ec157ec8dd6e6f6cd722626292c31b2e/widgetsnbextension-4.0.16-py3-none-any.whl", hash = "sha256:a31a8774885b96fe825462f5d6496166f0c7cae111195b6465c801d230eb5a4e", size = 2225148, upload-time = "2026-08-18T08:52:53.736Z" },
+]
+
 [[package]]
 name = "xxhash"
 version = "4.0.1"
diff --git a/scripts/preview-docs.sh b/scripts/preview-docs.sh
index 3961856a..a25122f7 100755
--- a/scripts/preview-docs.sh
+++ b/scripts/preview-docs.sh
@@ -120,13 +120,15 @@ build_py() {
     return
   fi
   echo "==> Building the Python site into docs/py"
-  # Matches .github/workflows/quartodoc.yaml, including the copy: quarto
-  # warns and refuses to clean an output directory outside its project, so
-  # the site renders in place and is copied into position.
+  # Matches .github/workflows/py-docs.yaml, including the copy and the
+  # version correction: great-docs renders in place, because quarto warns and
+  # refuses to clean an output directory outside its project.
   (cd "$root/pkg-py" && uv sync --extra shiny --group docs --quiet)
-  (cd "$root/pkg-py/docs" && uv run quartodoc build && uv run quarto render)
+  (cd "$root/pkg-py" && uv run great-docs build)
+  read -r site_url repo_url < <(cd "$root/pkg-py" && uv run python -c 'import yaml; c = yaml.safe_load(open("great-docs.yml")); print(c["site_url"], c["repo"])')
+  (cd "$root/pkg-py" && uv run python "$root/.github/scripts/docs-postprocess.py" great-docs/_site "$site_url" "$repo_url" pkg-py)
   rm -rf "$root/docs/py"
-  cp -r "$root/pkg-py/docs/_site" "$root/docs/py"
+  cp -r "$root/pkg-py/great-docs/_site" "$root/docs/py"
 }
 
 for site in $sites; do