diff --git a/README.md b/README.md
index 63c7b83c..e0a05bfe 100644
--- a/README.md
+++ b/README.md
@@ -69,6 +69,32 @@ bun run test
 bun run build
 ```
 
+## Paper and documentation site
+
+The manuscript in `paper/` renders with Quarto. Its Python environment is the
+`docs` extra, which holds only the Jupyter kernel and notebook runner that
+Quarto's Jupyter engine drives (ipykernel, nbclient, nbformat). See
+[`paper/README.md`](paper/README.md) for the other prerequisites.
+
+```bash
+uv sync --extra docs
+uv run python paper/render_paper.py
+```
+
+The operational-docs site in `docs/` builds with Jupyter Book 2, which
+`docs/requirements.txt` declares outside `uv.lock`. Build it in a throwaway
+environment (Jupyter Book needs Node.js 18, 20 or 22+):
+
+```bash
+cd docs
+uv run --no-project --with-requirements requirements.txt jupyter book build --html
+```
+
+The output lands in `docs/_build/` (gitignored). jupyter-book stays out of the
+`docs` extra on purpose: it pulls in jupyter-server, nbconvert, bleach, mistune
+and their dependencies, none of which the paper render uses, and every package
+in `uv.lock` is in Dependabot's scan whichever extra it belongs to.
+
 ## Benchmark run
 
 For paid/public runs, follow the concrete
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 31024bb2..71cca9fc 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1 +1,4 @@
+# Builds the docs/ site: cd docs && uv run --no-project --with-requirements
+# requirements.txt jupyter book build --html. Kept out of pyproject.toml and
+# uv.lock on purpose; see "Paper and documentation site" in README.md.
 jupyter-book>=2.0
diff --git a/paper/README.md b/paper/README.md
index d044364a..f2417802 100644
--- a/paper/README.md
+++ b/paper/README.md
@@ -30,7 +30,11 @@ Notes:
   to the invoking virtualenv (`render_paper.py` sets `QUARTO_PYTHON` and
   `JUPYTER_PREFER_ENV_PATH=1`), so it always executes this checkout's
   `policybench`. No user-level kernelspec needs to be registered. The render
-  environment lives in the `docs` extra (`uv sync --extra docs`).
+  environment lives in the `docs` extra (`uv sync --extra docs`): ipykernel,
+  nbclient and nbformat, the kernel and notebook runner that Quarto's Jupyter
+  engine drives. It does not include jupyter-book, which builds only the
+  separate `docs/` site; see "Paper and documentation site" in the top-level
+  README.
 - The manuscript tables and figures read from the frozen source run exports
   under `paper/snapshot/20260501/runs/`.
 - `app/src/data.json` is the live site export. For this snapshot it must match
diff --git a/pyproject.toml b/pyproject.toml
index 48de20e3..7aa74caf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,9 +28,12 @@ dev = [
     "pytest-cov>=5.0",
     "ruff>=0.4",
 ]
+# The paper render environment (paper/render_paper.py, .github/workflows/paper.yml):
+# the Jupyter kernel and notebook runner that Quarto's Jupyter engine drives.
+# jupyter-book, which builds the docs/ site, stays out of uv.lock on purpose:
+# docs/requirements.txt declares it (README.md, "Paper and documentation site").
 docs = [
     "ipykernel>=6.0",
-    "jupyter-book>=2.0",
     "nbformat>=5.0",
     "nbclient>=0.10",
 ]
diff --git a/tests/test_render_environment.py b/tests/test_render_environment.py
new file mode 100644
index 00000000..69094c05
--- /dev/null
+++ b/tests/test_render_environment.py
@@ -0,0 +1,328 @@
+"""The paper render environment stays free of Jupyter Book's server stack.
+
+The ``docs`` extra is the environment ``paper/render_paper.py`` and the Paper
+workflow render the manuscript in. Quarto's Jupyter engine runs the notebook
+through nbclient and nbformat on the ipykernel ``python3`` kernel; it never
+imports jupyter-book, or the jupyter-server and nbconvert stack behind it.
+jupyter-book builds only the docs/ site, from docs/requirements.txt, so it stays
+out of uv.lock: Dependabot scans every locked package, whichever extra pulls it
+in, and that stack brought bleach, mistune and soupsieve alerts with it.
+"""
+
+from __future__ import annotations
+
+import codecs
+import os
+import re
+import tomllib
+from pathlib import Path
+
+import pytest
+from packaging.requirements import InvalidRequirement, Requirement
+
+ROOT = Path(__file__).resolve().parents[1]
+RENDER_KERNEL = {"ipykernel", "nbclient", "nbformat"}
+DOCS_SITE_STACK = {"jupyter-book", "jupyter-server", "nbconvert"}
+
+
+def _name(requirement: str) -> str:
+    match = re.match(r"\s*([A-Za-z0-9][A-Za-z0-9._-]*)", requirement)
+    assert match, requirement
+    return re.sub(r"[-_.]+", "-", match.group(1)).lower()
+
+
+def _extras() -> dict[str, set[str]]:
+    project = tomllib.loads((ROOT / "pyproject.toml").read_text())["project"]
+    return {
+        extra: {_name(requirement) for requirement in requirements}
+        for extra, requirements in project["optional-dependencies"].items()
+    }
+
+
+def test_docs_extra_holds_the_render_kernel():
+    assert RENDER_KERNEL <= _extras()["docs"]
+
+
+def test_no_extra_declares_the_docs_site_stack():
+    for extra, names in _extras().items():
+        assert not names & DOCS_SITE_STACK, extra
+
+
+def test_docs_site_stack_is_not_locked():
+    lock = tomllib.loads((ROOT / "uv.lock").read_text())
+    locked = {package["name"] for package in lock["package"]}
+    assert not locked & DOCS_SITE_STACK
+
+
+# The line forms _requirement_names reads. pip (req_file.py and
+# req/constructors.py) and uv, which builds the docs site, read each of them
+# the same way; any other line fails the test rather than being guessed at.
+# Elsewhere they differ: on continuation lines, -r spellings, archive-like
+# versions, encoding declarations, include cycles, a .. after a symlinked
+# directory and include paths ending in /, and uv rejects empty parentheses
+# and (in 0.11) a trailing comma that pip accepts. A false marker makes both
+# quietly install nothing. So a guess could hide jupyter-book from one or
+# both. Absolute include paths and included symlinks are refused too, though
+# pip and uv read the cases run so far alike: no file here needs them, and
+# refusing them keeps the test independent of the machine's paths and of how
+# uv recognizes a file it has already read.
+#   - blank lines and comments: a # at a line's start or after whitespace,
+#     except a PEP 263 encoding line among a file's first two, which pip
+#     applies to the whole file;
+#   - includes: -r FILE, --requirement FILE or --requirement=FILE, where FILE
+#     is a relative path, resolved against the including file's directory,
+#     that names no symlink (read either with .. collapsed, as pip opens it,
+#     or as the OS resolves it), has no .. after a symlinked directory,
+#     doesn't end in / or /. and closes no cycle;
+#   - requirements: a name, optional extras and version specifiers with no
+#     empty parentheses or trailing comma; no URL, path, marker, archive name
+#     or per-requirement option.
+# Every file is UTF-8 with no byte-order mark.
+_COMMENT = re.compile(r"(^|\s+)#.*$")
+_INCLUDE = re.compile(
+    r"(?:-r\s+|--requirement(?:\s+|=))([A-Za-z0-9._][A-Za-z0-9._/-]*)"
+)
+# pip decodes a file by its byte-order mark, or else by a PEP 263 line among
+# its first two that starts with # (_decode_req_file in req_file.py). The
+# UTF-16 and UTF-32 marks aren't valid UTF-8, so only UTF-8's needs a check.
+_PEP263 = re.compile(rb"coding[:=]\s*([-\w.]+)")
+# pip's archive extensions (pip/_internal/utils/filetypes.py), which it
+# compares case-insensitively, after stripping extras, to decide that a line
+# names a file rather than a project.
+_ARCHIVE = (".zip", ".whl", ".tar.bz2", ".tbz", ".tar.gz", ".tgz", ".tar")
+_ARCHIVE += (".tar.xz", ".txz", ".tlz", ".tar.lz", ".tar.lzma")
+
+
+def _requirement_names(path: Path, _including: tuple[str, ...] = ()) -> set[str]:
+    """Names of the packages a requirements file asks pip and uv to install,
+    following its includes. A line outside the forms above fails the test."""
+    real = os.path.realpath(path)
+    assert real not in _including, f"an include cycle: {path}"
+    data = path.read_bytes()
+    assert not data.startswith(codecs.BOM_UTF8), f"a byte-order mark: {path.name}"
+    for first in data.split(b"\n")[:2]:
+        assert not (first[:1] == b"#" and _PEP263.search(first)), (
+            f"an encoding declaration: {path.name}: {first!r}"
+        )
+    try:
+        # Decoded from bytes, so a lone carriage return isn't a line break.
+        text = data.decode()
+    except UnicodeDecodeError:
+        raise AssertionError(f"not UTF-8: {path.name}") from None
+    names = set()
+    for number, raw in enumerate(text.split("\n"), 1):
+        raw = raw.removesuffix("\r")
+        where = f"{path.name}:{number}: {raw!r}"
+        assert all(c in " \t" for c in raw if c.isspace()), (
+            f"whitespace other than spaces and tabs: {where}"
+        )
+        assert not raw.endswith("\\"), f"a continuation line: {where}"
+        line = _COMMENT.sub("", raw).strip()
+        if not line:
+            continue
+        include = _INCLUDE.fullmatch(line)
+        if include:
+            # pathlib drops a trailing / or /., and uv rejects the path.
+            assert not re.search(r"/\.?$", include.group(1)), (
+                f"an include path ending in / or /.: {where}"
+            )
+            target = path.parent / include.group(1)
+            assert not (
+                os.path.islink(target) or os.path.islink(os.path.normpath(target))
+            ), f"an include of a symlink: {where}"
+            # pip collapses .. before opening the file (os.path.abspath),
+            # while opening it follows a symlink before applying the ..
+            lexical = os.path.realpath(os.path.normpath(target))
+            assert os.path.realpath(target) == lexical, (
+                f"an include whose .. crosses a symlink: {where}"
+            )
+            names |= _requirement_names(target, (*_including, real))
+            continue
+        assert not re.match(r"(?:-r\s+|--requirement(?:\s+|=))/", line), (
+            f"an absolute include path: {where}"
+        )
+        assert not line.startswith("-"), f"an option: {where}"
+        assert not re.search(r"\s-", line), f"a per-requirement option: {where}"
+        assert not re.search(r"[@:/\\]", line), f"a URL or path: {where}"
+        assert ";" not in line, f"a marker: {where}"
+        assert "===" not in line, f"arbitrary equality: {where}"
+        assert not re.search(r",\s*\)?$", line), f"a trailing comma: {where}"
+        assert not re.search(r"\(\s*\)", line), f"empty parentheses: {where}"
+        stem = re.sub(r"\s*\[[^\]]+\]$", "", line).lower()
+        assert not stem.endswith(_ARCHIVE), f"an archive name: {where}"
+        requirement = Requirement(line)
+        assert requirement.url is None and requirement.marker is None, where
+        names.add(_name(requirement.name))
+    return names
+
+
+def test_requirement_names_read_the_forms_pip_and_uv_agree_on(tmp_path):
+    (tmp_path / "sub").mkdir()
+    (tmp_path / "base.txt").write_text("Included_Pkg\n")
+    (tmp_path / "sub" / "more.txt").write_text("-r ../deep.txt\n")
+    (tmp_path / "deep.txt").write_text("deep\n")
+    (tmp_path / "other.txt").write_text("other\r\n")
+    (tmp_path / "tabbed.txt").write_text("after-tab\n")
+    (tmp_path / "requirements.txt").write_text(
+        "# top\n"
+        "  # indented\n"
+        "\n"
+        "foo>=1  # why\n"
+        "Bar_Baz[extra]\n"
+        "spaced >= 1.0, < 3\n"
+        "\tTabbed==1.0\t# a tab before the comment\n"
+        "-r base.txt\n"
+        "--requirement sub/more.txt\n"
+        "--requirement=other.txt\n"
+        "--requirement\t./tabbed.txt\n"
+    )
+    assert _requirement_names(tmp_path / "requirements.txt") == {
+        "foo",
+        "bar-baz",
+        "spaced",
+        "tabbed",
+        "included-pkg",
+        "deep",
+        "other",
+        "after-tab",
+    }
+
+
+@pytest.mark.parametrize(
+    ("text", "reason"),
+    [
+        ("jupyter-book>=2.0 \\\n    --hash=sha256:00\n", "a continuation line"),
+        ("jupyter-book \\\n>=2.0\n", "a continuation line"),
+        # pip joins the next line onto a comment that doesn't start the line.
+        ("foo  # see below \\\njupyter-book\n", "a continuation line"),
+        ("jupyter-book\x0c>=2.0\n", "whitespace other than"),
+        ("jupyter-book>=2.0\xa0# note\n", "whitespace other than"),
+        ("jupyter-book>=2.0\rfoo\n", "whitespace other than"),
+        # pip decodes the file as UTF-7, so "+AFw" is a backslash that joins the
+        # jupyter-book line into the comment before it.
+        ("# coding: utf-7\nfoo  # x+AFw\njupyter-book\n", "an encoding declaration"),
+        (
+            "# Docs site; no coding=needed\njupyter-book>=2.0\n",
+            "an encoding declaration",
+        ),
+        ("\n# coding: utf-16\njupyter-book\n", "an encoding declaration"),
+        ("\ufeffjupyter-book\n", "a byte-order mark"),
+        (b"jupyter-book  # caf\xe9\n", "not UTF-8"),
+        ("jupyter-book\n".encode("utf-16"), "not UTF-8"),
+        ("jupyter-book\n".encode("utf-32"), "not UTF-8"),
+        ("-r requirements.txt\n", "an include cycle"),
+        ("foo\n-r requirements.txt\n", "an include cycle"),
+        ("-r base.txt/\n", "an include path ending in /"),
+        ("-r /abs/base.txt\n", "an absolute include path"),
+        ("--requirement=/abs/base.txt\n", "an absolute include path"),
+        ("--requirement=base.txt/.\n", "an include path ending in /"),
+        ("-r=base.txt\n", "an option"),  # pip opens "=base.txt"; uv, base.txt
+        ("-rbase.txt\n", "an option"),
+        ("--requirementbase.txt\n", "an option"),
+        ("--requirements=base.txt\n", "an option"),
+        ("--requirem base.txt\n", "an option"),
+        ('-r "base.txt"\n', "an option"),
+        ("-r base.txt --pre\n", "an option"),
+        ("-r base.txt -r other.txt\n", "an option"),
+        ("-r ${DIR}/base.txt\n", "an option"),
+        ("-r https://example.com/base.txt\n", "an option"),
+        ("-c base.txt\n", "an option"),
+        ("-e ./local\n", "an option"),
+        ("--editable=./local\n", "an option"),
+        ("--edit ./local\n", "an option"),
+        ("--pre -e ./local\n", "an option"),
+        ("--index-url https://example.com/simple\n", "an option"),
+        ("https://example.com/pkg-1.0-py3-none-any.whl\n", "a URL or path"),
+        ("git+https://example.com/pkg.git\n", "a URL or path"),
+        ("./vendor/pkg-1.0.tar.gz\n", "a URL or path"),
+        ("named @ https://example.com/named-1.0.tar.gz\n", "a URL or path"),
+        (
+            "jupyter-book @ https://h.example/p;v=1/jupyter_book-2.1.7-py3-none-any.whl\n",
+            "a URL",
+        ),
+        ('jupyter-book>=2.0 ; python_version < "3"\n', "a marker"),
+        ("jupyter-book>=2.0; extra == 'docs'\n", "a marker"),
+        ("jupyter-book===2.0\n", "arbitrary equality"),
+        ("jupyter-book===2.0.zip\n", "arbitrary equality"),
+        ("jupyter-book>=2.0,\n", "a trailing comma"),
+        ("jupyter-book (>=1, <3 , )  # x\n", "a trailing comma"),
+        ("jupyter-book ()\n", "empty parentheses"),
+        ("jupyter-book[docs] ( )  # x\n", "empty parentheses"),
+        ("jupyter-book>=2.0 --hash=sha256:00\n", "a per-requirement option"),
+        ("pkg-1.0-py3-none-any.whl\n", "an archive name"),
+        ("PKG-1.0-py3-none-any.WHL\n", "an archive name"),
+        ("jupyter-book.txz\n", "an archive name"),
+        ("jupyter-book==2.0+local.zip\n", "an archive name"),
+        ("jupyter-book.zip[docs]\n", "an archive name"),
+        ("jupyter-book.zip [docs]\n", "an archive name"),
+        # A naive comment rule would read this as "foo".
+        ("foo#bar\n", None),
+        ("${PKG}>=2.0\n", None),
+    ],
+)
+def test_requirement_names_refuse_every_other_form(tmp_path, text, reason):
+    (tmp_path / "base.txt").write_text("jupyter-book>=2.0\n")
+    data = text if isinstance(text, bytes) else text.encode()
+    (tmp_path / "requirements.txt").write_bytes(data)
+    if reason is None:
+        with pytest.raises(InvalidRequirement):
+            _requirement_names(tmp_path / "requirements.txt")
+    else:
+        with pytest.raises(AssertionError, match=re.escape(reason)):
+            _requirement_names(tmp_path / "requirements.txt")
+
+
+def test_requirement_names_refuse_an_include_whose_dotdot_crosses_a_symlink(
+    tmp_path,
+):
+    """pip opens -r sub/../base.txt as docs/base.txt; the OS follows sub first."""
+    (tmp_path / "elsewhere").mkdir()
+    (tmp_path / "elsewhere" / "more.txt").write_text("more\n")
+    (tmp_path / "docs").mkdir()
+    (tmp_path / "docs" / "sub").symlink_to(tmp_path / "elsewhere")
+    (tmp_path / "docs" / "base.txt").write_text("foo\n")
+    (tmp_path / "base.txt").write_text("jupyter-book\n")
+    requirements = tmp_path / "docs" / "requirements.txt"
+    requirements.write_text("-r sub/more.txt\n")
+    assert _requirement_names(requirements) == {"more"}
+    requirements.write_text("-r sub/../base.txt\n")
+    with pytest.raises(AssertionError, match="an include whose .. crosses a symlink"):
+        _requirement_names(requirements)
+
+
+def test_requirement_names_refuse_an_absolute_include(tmp_path):
+    """Refused whatever characters the machine's temp path holds."""
+    (tmp_path / "base.txt").write_text("jupyter-book\n")
+    requirements = tmp_path / "requirements.txt"
+    requirements.write_text(f"-r {tmp_path / 'base.txt'}\n")
+    with pytest.raises(AssertionError, match="an absolute include path"):
+        _requirement_names(requirements)
+
+
+def test_requirement_names_refuse_an_include_of_a_symlink(tmp_path):
+    """A symlinked file's own includes resolve against the link's directory."""
+    (tmp_path / "a").mkdir()
+    (tmp_path / "a" / "real.txt").write_text("-r base.txt\n")
+    (tmp_path / "a" / "base.txt").write_text("foo\n")
+    (tmp_path / "docs").mkdir()
+    (tmp_path / "docs" / "link.txt").symlink_to("../a/real.txt")
+    (tmp_path / "docs" / "base.txt").write_text("jupyter-book\n")
+    requirements = tmp_path / "docs" / "requirements.txt"
+    requirements.write_text("-r ../a/real.txt\n")
+    assert _requirement_names(requirements) == {"foo"}
+    requirements.write_text("-r link.txt\n")
+    with pytest.raises(AssertionError, match="an include of a symlink"):
+        _requirement_names(requirements)
+    # pip opens docs/x.txt, a symlink; the OS follows sub to e/inner first
+    # and opens e/x.txt, a regular file, so both read the same file.
+    (tmp_path / "e" / "inner").mkdir(parents=True)
+    (tmp_path / "e" / "x.txt").write_text("jupyter-book\n")
+    (tmp_path / "docs" / "x.txt").symlink_to("../e/x.txt")
+    (tmp_path / "docs" / "sub").symlink_to("../e/inner")
+    requirements.write_text("-r sub/../x.txt\n")
+    with pytest.raises(AssertionError, match="an include of a symlink"):
+        _requirement_names(requirements)
+
+
+def test_docs_site_requirements_declare_jupyter_book():
+    assert "jupyter-book" in _requirement_names(ROOT / "docs" / "requirements.txt")
diff --git a/uv.lock b/uv.lock
index bd06fec7..4cd51893 100644
--- a/uv.lock
+++ b/uv.lock
@@ -251,62 +251,6 @@ wheels = [
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 ]
 
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-
-[[package]]
-name = "argon2-cffi-bindings"
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