diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e8eb1dc..f1d6b05 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
 -   repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v3.1.0
+    rev: v3.2.0
     hooks:
     -   id: check-added-large-files
         args: ['--maxkb=100']
@@ -10,20 +10,20 @@ repos:
     -   id: debug-statements
     -   id: end-of-file-fixer
 -   repo: https://github.com/asottile/pyupgrade
-    rev: v2.7.1
+    rev: v2.7.2
     hooks:
     -   id: pyupgrade
         args: [--py36-plus]
 -   repo: https://github.com/asottile/reorder_python_imports
-    rev: v2.3.0
+    rev: v2.3.5
     hooks:
     -   id: reorder-python-imports
 -   repo: https://github.com/psf/black
-    rev: 19.10b0
+    rev: 20.8b1
     hooks:
     -   id: black
 -   repo: https://github.com/asottile/blacken-docs
-    rev: v1.7.0
+    rev: v1.8.0
     hooks:
     -   id: blacken-docs
         additional_dependencies: [black]
@@ -48,9 +48,14 @@ repos:
             Pygments,
         ]
 -   repo: https://github.com/PyCQA/doc8
-    rev: 0.8.1rc3
+    rev: 0.9.0a1
     hooks:
     -   id: doc8
+-   repo: https://github.com/econchick/interrogate
+    rev: 1.3.1
+    hooks:
+    -   id: interrogate
+        args: [-v, --fail-under=40, src, tests]
 - repo: https://github.com/codespell-project/codespell
   rev: v1.17.1
   hooks:
diff --git a/CHANGES.rst b/CHANGES.rst
index bd8e8ea..d76c45a 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -6,7 +6,13 @@ chronological order. Releases follow `semantic versioning <https://semver.org/>`
 all releases are available on `Anaconda.org <https://anaconda.org/pytask/pytask-r>`_.
 
 
-0.0.2 - 2020-xx-xx
+0.0.3 - 2020-xx-xx
+------------------
+
+:gh:`2` fixes marker description and adds some changes to the readme.
+
+
+0.0.2 - 2020-08-14
 ------------------
 
 - :gh:`1` includes some minor changes like fixing the missing version variable.
diff --git a/README.rst b/README.rst
index 801ddc9..8bf343f 100644
--- a/README.rst
+++ b/README.rst
@@ -26,7 +26,7 @@ Installation
 
 Install the plugin with
 
-.. code-block:: bash
+.. code-block:: console
 
     $ conda config --add channels conda-forge --add channels pytask
     $ conda install pytask-r
@@ -34,7 +34,7 @@ Install the plugin with
 You also need to have R installed and ``Rscript`` on your command line. To test
 whether it is installed, type the following on the command line
 
-.. code-block:: bash
+.. code-block:: console
 
     $ Rscript --help
 
@@ -43,7 +43,7 @@ choosing either the normal R or Microsoft R Open (MRO). The command is one of th
 following commands. (See `here <https://docs.anaconda.com/anaconda/user-guide/tasks/
 using-r-language>`_  for further explanation on Anaconda, R, and MRO.)
 
-.. code-block:: bash
+.. code-block:: console
 
     $ conda install -c r r-base     # For normal R.
     $ conda install -c r mro-base   # For MRO.
diff --git a/src/pytask_r/config.py b/src/pytask_r/config.py
index 3557c53..57ae49d 100644
--- a/src/pytask_r/config.py
+++ b/src/pytask_r/config.py
@@ -3,4 +3,4 @@
 
 @hookimpl
 def pytask_parse_config(config):
-    config["markers"]["r"] = "r: Tasks which are executed with Rscript."
+    config["markers"]["r"] = "Tasks which are executed with Rscript."