diff --git a/.github/workflows/docgen.yml b/.github/workflows/docgen.yml
index bc7aabf..aaf423b 100644
--- a/.github/workflows/docgen.yml
+++ b/.github/workflows/docgen.yml
@@ -3,13 +3,24 @@ on:
   push:
   pull_request:
   workflow_dispatch:
-
 jobs:
   docs:
     runs-on: ubuntu-latest
     if: ${{ github.ref == 'refs/heads/main' || github.ref == 'refs/heads/docs' }}
     steps:
       - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: Update README with Snippet Permalink
+        uses: Robitx/snippet-permalink-updater-action@v1
+        with:
+          snippet_file: 'lua/gp/config.lua'
+          start_marker: 'README_REFERENCE_MARKER_START'
+          end_marker: 'README_REFERENCE_MARKER_END'
+          markdown_file: 'README.md'
+          replace_marker: '<!-- README_REFERENCE_MARKER_REPLACE_NEXT_LINE -->'
+
       - name: panvimdoc
         uses: kdheepak/panvimdoc@main
         with:
@@ -20,10 +31,11 @@ jobs:
           docmapping: true
           docmappingprojectname: false
           dedupsubheadings: false
+
       - name: Push changes
         uses: stefanzweifel/git-auto-commit-action@v4
         with:
-          commit_message: "chore: auto-generate vimdoc"
+          commit_message: "chore: update README and auto-generate vimdoc"
           commit_user_name: "github-actions[bot]"
           commit_user_email: "github-actions[bot]@users.noreply.github.com"
           commit_author: "github-actions[bot] <github-actions[bot]@users.noreply.github.com>"
diff --git a/README.md b/README.md
index 2dc47c4..7da2580 100644
--- a/README.md
+++ b/README.md
@@ -209,6 +209,7 @@ Voice commands (`:GpWhisper*`) depend on `SoX` (Sound eXchange) to handle audio
 
 Below is a linked snippet with the default values, but I suggest starting with minimal config possible (just `openai_api_key` if you don't have `OPENAI_API_KEY` env set up). Defaults change over time to improve things, options might get deprecated and so on - it's better to change only things where the default doesn't fit your needs.
 
+<!-- README_REFERENCE_MARKER_REPLACE_NEXT_LINE -->
 https://github.com/Robitx/gp.nvim/blob/3adf3dc7589f54cf7af887879c995aa9846aace5/lua/gp/config.lua#L8-L568
 
 # Usage
diff --git a/lua/gp/config.lua b/lua/gp/config.lua
index 5cb9ff8..27a5601 100644
--- a/lua/gp/config.lua
+++ b/lua/gp/config.lua
@@ -5,6 +5,7 @@
 -- Default config
 --------------------------------------------------------------------------------
 
+-- README_REFERENCE_MARKER_START
 local config = {
 	-- Please start with minimal config possible.
 	-- Just openai_api_key if you don't have OPENAI_API_KEY env set up.
@@ -562,5 +563,6 @@ local config = {
 		-- end,
 	},
 }
+-- README_REFERENCE_MARKER_END
 
 return config