diff --git a/.github/CODE_OF_CONDUCT.md b/.github/CODE_OF_CONDUCT.md
index e638882f..f4732492 100644
--- a/.github/CODE_OF_CONDUCT.md
+++ b/.github/CODE_OF_CONDUCT.md
@@ -1,6 +1,6 @@
 # Community Code of Conduct
 
-Please see the official [Ansible Community Code of Conduct][CoC].
+Please see the official [Ansible Community Code of Conduct][coc].
 
-[CoC]:
+[coc]:
 https://docs.ansible.com/ansible/latest/community/code_of_conduct.html
diff --git a/docs/changelog-fragments.d/158.misc.md b/docs/changelog-fragments.d/158.misc.md
index d4652c91..89e51b6b 100644
--- a/docs/changelog-fragments.d/158.misc.md
+++ b/docs/changelog-fragments.d/158.misc.md
@@ -1,4 +1,4 @@
-Added changelog fragment management infrastructure using [Towncrier]
+Added changelog fragment management infrastructure using [Towncrier][towncrier]
 -- by {user}`webknjaz`
 
-[Towncrier]: https://github.com/twisted/towncrier
+[towncrier]: https://github.com/twisted/towncrier
diff --git a/docs/changelog-fragments.d/161.misc.md b/docs/changelog-fragments.d/161.misc.md
index 3c4e733f..090f756a 100644
--- a/docs/changelog-fragments.d/161.misc.md
+++ b/docs/changelog-fragments.d/161.misc.md
@@ -1,4 +1,4 @@
-Added [Sphinx] documentation generator and set up the CI
+Added [Sphinx][sphinx] documentation generator and set up the CI
 infrastructure for it -- by {user}`webknjaz`
 
-[Sphinx]: https://github.com/twisted/towncrier
+[sphinx]: https://github.com/twisted/towncrier
diff --git a/docs/changelog-fragments.d/164.doc.md b/docs/changelog-fragments.d/164.doc.md
index 21ee969a..99b4e2c8 100644
--- a/docs/changelog-fragments.d/164.doc.md
+++ b/docs/changelog-fragments.d/164.doc.md
@@ -1,5 +1,5 @@
 Dropped the brackets from the changelog titles for the release sections.
-We now don't strictly follow the release notes format suggested by [Keep
-a Changelog] -- by {user}`webknjaz`
+We now don't strictly follow the release notes format suggested by
+[Keep a Changelog][keepachangelog] -- by {user}`webknjaz`
 
-[Keep a Changelog]: https://keepachangelog.com/en/1.1.0/
+[keepachangelog]: https://keepachangelog.com/en/1.1.0/
diff --git a/docs/changelog-fragments.d/README.md b/docs/changelog-fragments.d/README.md
index 0005721a..68aa8f25 100644
--- a/docs/changelog-fragments.d/README.md
+++ b/docs/changelog-fragments.d/README.md
@@ -7,7 +7,8 @@
 It is very important to maintain a log for news of how
 updating to the new version of the software will affect
 end-users. This is why we enforce collection of the change
-fragment files in pull requests as per [Towncrier philosophy].
+fragment files in pull requests as per
+[Towncrier philosophy][towncrier-philosophy].
 
 The idea is that when somebody makes a change, they must record
 the bits that would affect end-users only including information
@@ -32,7 +33,7 @@ for the users to understand what it means.
 combined with others, it will be a part of the "news digest"
 telling the readers **what changed** in a specific version of
 the library *since the previous version*. You should also use
-[MyST Markdown] syntax for highlighting code (inline or block),
+[MyST Markdown][myst-md] syntax for highlighting code (inline or block),
 linking parts of the docs or external sites.
 At the end, sign your change note by adding ```-- by
 {user}`github-username``` (replace `github-username` with
@@ -73,7 +74,7 @@ See `pyproject.toml` for all available categories
 (`tool.towncrier.type`).
 ```
 
-[MyST Markdown]:
+[myst-md]:
 https://myst-parser.rtfd.io/en/latest/syntax/syntax.html
-[Towncrier philosophy]:
+[towncrier-philosophy]:
 https://towncrier.rtfd.io/en/actual-freaking-docs/#philosophy
diff --git a/docs/contributing/guidelines.md b/docs/contributing/guidelines.md
index 3775d393..a32ac687 100644
--- a/docs/contributing/guidelines.md
+++ b/docs/contributing/guidelines.md
@@ -13,7 +13,7 @@ Towncrier
 
 # Contributing docs
 
-We use [Sphinx] to generate our docs website. You can trigger
+We use [Sphinx][sphinx] to generate our docs website. You can trigger
 the process locally by executing:
 
 ```shell-session
@@ -38,21 +38,21 @@ _______________________________________________________ summary ________________
   congratulations :)
 ```
 
-It is also integrated with [Read The Docs] that builds and
+It is also integrated with [Read The Docs][rtd] that builds and
 publishes each commit to the main branch and generates live
 docs previews for each pull request.
 
-The sources of the [Sphinx] documents use reStructuredText as a
+The sources of the [Sphinx][sphinx] documents use reStructuredText as a
 de-facto standard. But in order to make contributing docs more
-beginner-friendly, we have integrated [MyST parser] allowing us
+beginner-friendly, we have integrated [MyST parser][myst] allowing us
 to also accept new documents written in an extended version of
 Markdown that supports using Sphinx directives and roles.
 {ref}`Read the docs <myst:intro/writing>` to learn more on how
 to use it.
 
-[MyST parser]: https://pypi.org/project/myst-parser/
-[Read The Docs]: https://readthedocs.org
-[Sphinx]: https://www.sphinx-doc.org
+[myst]: https://pypi.org/project/myst-parser/
+[rtd]: https://readthedocs.org
+[sphinx]: https://www.sphinx-doc.org
 
 ```{include} ../changelog-fragments.d/README.md
 ```