diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..bcf7344
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,20 @@
+name: PR for release branch
+on:
+  push:
+    branches:
+      - 0.1.0
+jobs:
+  release_pull_request:
+    runs-on: ubuntu-latest
+    name: release_pull_request
+    steps:
+    - name: checkout
+      uses: actions/checkout@v1
+    - name: Create PR to branch
+      uses: gorillio/cherry-pick@master
+      with:
+        pr_branch: '0.1.x'
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITBOT_EMAIL: yo@rilldata.com
+        DRY_RUN: false
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..08f7428
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,10 @@
+# syntax = docker/dockerfile:1.1-experimental
+FROM alpine
+
+RUN apk --update --no-cache add git bash py3-pip
+
+RUN apk add --no-cache -X http://dl-cdn.alpinelinux.org/alpine/edge/testing hub
+
+COPY entrypoint.sh /entrypoint.sh
+
+ENTRYPOINT ["/entrypoint.sh"]
diff --git a/README.md b/README.md
index d29af25..098b151 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,58 @@
-# github-action-cherry-pick
-Github Action to cherry-pick commit and create PR on Release Branch
+# Cherry-Pick Github Action
+
+Github Action to Cherry Pick commits from a branch (generally, master) and create a PR 
+on another branch (Release branch).
+
+Most of the projects have Release branches and master branch. Master branch is where
+developers works on but we want to push the changes to the Release branches too. 
+
+
+## Action
+
+* Push to the monitored branch X
+* Get the last commit SHA
+* Checkout the other branch, Y
+* Create a new pr branch Z on the branch Y
+* Cherry Pick the commits from X into Z
+* Push the branch and create the PR on base Y 
+* PR title will be prefixed with `AUTO`
+
+#### Conditions:
+* If base branch commit contains `AUTO`, it wont recreate the PR.
+
+## Inputs
+
+#### `pr_branch`
+
+**Required** The branch name of on which PR should be created from the cherry-pick commit. 
+
+#### `pr_labels`
+
+Labels to apply on the PR created. Default: `autocreated` 
+
+## Example usage
+
+In this example, all the merges to the branch `0.1.0` will create a PR on `0.1.X` branch too. 
+
+```
+name: PR for release branch
+on:
+  push:
+    branches:
+      - 0.1.0
+jobs:
+  release_pull_request:
+    runs-on: ubuntu-latest
+    name: release_pull_request
+    steps:
+    - name: checkout
+      uses: actions/checkout@v1
+    - name: Create PR to branch
+      uses: gorillio/cherry-pick@master
+      with:
+        pr_branch: '0.1.x'
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        GITBOT_EMAIL: <BOT_EMAIL>
+        DRY_RUN: false
+```
diff --git a/action.yml b/action.yml
new file mode 100644
index 0000000..8d5eb00
--- /dev/null
+++ b/action.yml
@@ -0,0 +1,14 @@
+name: 'Create PR to other branches, on commits to a branch'
+description: 'Commits, pushes a new PR branch and creates PR for the commits.'
+author: '@himadrisingh'
+inputs:
+  pr_branch:
+    description: 'Target Branch to create PR'
+    required: true
+  pr_labels:
+    description: 'Labels for the new PR'
+    required: false
+    default: 'autocreated'
+runs:
+  using: 'docker'
+  image: 'Dockerfile'
diff --git a/entrypoint.sh b/entrypoint.sh
new file mode 100755
index 0000000..b04f9f3
--- /dev/null
+++ b/entrypoint.sh
@@ -0,0 +1,41 @@
+#!/bin/sh -l
+
+git_setup() {
+  cat <<- EOF > $HOME/.netrc
+		machine github.com
+		login $GITHUB_ACTOR
+		password $GITHUB_TOKEN
+		machine api.github.com
+		login $GITHUB_ACTOR
+		password $GITHUB_TOKEN
+EOF
+  chmod 600 $HOME/.netrc
+
+  git config --global user.email "$GITBOT_EMAIL"
+  git config --global user.name "$GITHUB_ACTOR"
+}
+
+git_cmd() {
+  if [[ "${DRY_RUN:-false}" == "true" ]]; then
+    echo $@
+  else
+    eval $@
+  fi
+}
+
+PR_BRANCH="auto-$GITHUB_SHA"
+MESSAGE=$(git log -1 --format="%s" $GITHUB_SHA)
+
+if [[ $MESSAGE =~ "AUTO" ]]; then
+  echo "Autocommit, NO ACTION"
+  exit 0
+fi
+
+git_setup
+git_cmd git remote update
+git_cmd git fetch --all
+git_cmd git checkout -b "${PR_BRANCH}" origin/"${INPUT_PR_BRANCH}"
+git_cmd git push -u origin "${PR_BRANCH}"
+git_cmd git cherry-pick "${GITHUB_SHA}"
+git_cmd git push
+git_cmd hub pull-request -b "${INPUT_PR_BRANCH}" -h "${PR_BRANCH}" -l "autocreated" -a "${GITHUB_ACTOR}" -m "\"AUTO: ${MESSAGE}\""