diff --git a/.github/workflows/Documentation.yml b/.github/workflows/Documentation.yml
new file mode 100644
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--- /dev/null
+++ b/.github/workflows/Documentation.yml
@@ -0,0 +1,29 @@
+name: Documentation
+
+on:
+  push:
+    branches:
+      - main
+      - 'release-'
+    tags: '*'
+  pull_request:
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: '1'
+      - name: Install dependencies
+        run: julia --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
+      - name: Build and deploy
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # For authentication with GitHub Actions token
+          DOCUMENTER_KEY: ${{ secrets.DOCUMENTER_KEY }} # For authentication with SSH deploy key
+        run: julia --project=docs/ --code-coverage=user docs/make.jl
+      - uses: julia-actions/julia-processcoverage@v1
+      - uses: codecov/codecov-action@v1
+        with:
+          file: lcov.info
diff --git a/docs/Project.toml b/docs/Project.toml
new file mode 100644
index 0000000..dfa65cd
--- /dev/null
+++ b/docs/Project.toml
@@ -0,0 +1,2 @@
+[deps]
+Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
diff --git a/docs/make.jl b/docs/make.jl
new file mode 100644
index 0000000..01236bc
--- /dev/null
+++ b/docs/make.jl
@@ -0,0 +1,27 @@
+using Documenter
+
+dir = @__DIR__() * "/.."
+cp(joinpath(dir, "README.md"), joinpath(dir, "docs", "src", "index.md"), force = true)
+
+makedocs(sitename = "SciML Style Guide for Julia",
+         authors = "Chris Rackauckas",
+         modules = [],
+         clean = true, doctest = false,
+         strict = [
+             :doctest,
+             :linkcheck,
+             :parse_error,
+             :example_block,
+             # Other available options are
+             # :autodocs_block, :cross_references, :docs_block, :eval_block, :example_block, :footnote, :meta_block, :missing_docs, :setup_block
+         ],
+         format = Documenter.HTML(analytics = "UA-90474609-3",
+                                  assets = ["assets/favicon.ico"],
+                                  canonical = "https://scimlstyle.sciml.ai/stable/"),
+         pages = [
+             "SciML Style Guide for Julia" => "index.md",
+         ])
+
+deploydocs(;
+           repo = "github.com/SciML/SciMLStyle",
+           devbranch = "main")
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