diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fde641ae99f0f75e01bd649042618723eb6b6d1b..bc7284514e954010d2cb72832a82451e96fa3ca6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -18,7 +18,7 @@ jobs:
         -
             uses: actions/setup-python@v1
             with:
-                python-version: '3.x' 
+                python-version: '3.x'
         -   name: "Main Script"
             run: |
                 curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/prepare-and-run-flake8.sh
@@ -32,7 +32,7 @@ jobs:
         -
             uses: actions/setup-python@v1
             with:
-                python-version: '3.x' 
+                python-version: '3.x'
         -   name: "Main Script"
             run: |
                 EXTRA_INSTALL="matplotlib scipy"
@@ -81,4 +81,21 @@ jobs:
                 curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-py-project-and-run-examples.sh
                 . ./build-py-project-and-run-examples.sh
 
+    docs:
+        name: Documentation
+        runs-on: ubuntu-latest
+        steps:
+        -   uses: actions/checkout@v2
+        -
+            uses: actions/setup-python@v1
+            with:
+                python-version: '3.x'
+        -   name: "Main Script"
+            run: |
+                EXTRA_INSTALL="numpy"
+                curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/ci-support.sh
+                . ci-support.sh
+                build_py_project_in_venv
+                build_docs
+
 # vim: sw=4
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 2d18c7fce8392bb3c4c0de2adf2992fb441918f5..0cfb37a9a4e6d0114861136c77d8a5496bdf97c1 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -45,8 +45,6 @@ Documentation:
   - ". ./build-docs.sh"
   tags:
   - python3
-  only:
-  - master
 
 Flake8:
   script:
diff --git a/doc/conf.py b/doc/conf.py
index 386b1a8ef032901866deb4edf94dad685686bbc8..0506e221027d35effeca2af17ee5272d61f08aa2 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -149,7 +149,7 @@ html_sidebars = {
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
 # so a file named "default.css" will overwrite the builtin "default.css".
-html_static_path = ['_static']
+# html_static_path = ['_static']
 
 # Add any extra paths that contain custom files (such as robots.txt or
 # .htaccess) here, relative to this directory. These files are copied
diff --git a/leap/multistep/__init__.py b/leap/multistep/__init__.py
index 4674cf6faf2340419c5a967f7bd20684e5e184df..53279caf4353c0f4ed93abc8af8a3a78a0ec4286 100644
--- a/leap/multistep/__init__.py
+++ b/leap/multistep/__init__.py
@@ -36,6 +36,8 @@ from pymbolic import var
 
 
 __doc__ = """
+.. autoclass:: AdamsIntegrationFunctionFamily
+.. autoclass:: AdamsMonomialIntegrationFunctionFamily
 .. autoclass:: AdamsBashforthMethodBuilder
 """
 
@@ -50,6 +52,14 @@ def _linear_comb(coefficients, vectors):
 
 
 class AdamsIntegrationFunctionFamily(object):
+    """An abstract interface for function families used for
+    Adams-type time integration.
+
+    .. automethod:: __len__
+    .. automethod:: evaluate
+    .. automethod:: antiderivative
+    """
+
     def __len__(self):
         raise NotImplementedError()
 
@@ -61,6 +71,9 @@ class AdamsIntegrationFunctionFamily(object):
 
 
 class AdamsMonomialIntegrationFunctionFamily(AdamsIntegrationFunctionFamily):
+    """
+    Implements :class:`AdamsMonomialIntegrationFunctionFamily`.
+    """
     def __init__(self, order):
         self.order = order
 
diff --git a/leap/rk/imex.py b/leap/rk/imex.py
index b4884b964ae986aac10e67e59a3c45df7b7a2814..e11d40cd437c0379eeae2a9301621268c2795de9 100644
--- a/leap/rk/imex.py
+++ b/leap/rk/imex.py
@@ -35,8 +35,8 @@ THE SOFTWARE.
 
 __doc__ = """
 
-IMEX MethodBuilders
-------------
+IMEX Method Builders
+--------------------
 
 .. autoclass :: KennedyCarpenterIMEXRungeKuttaMethodBuilderBase
 """