diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
index 3c1dae0..e69de29 100644
--- a/.devcontainer/Dockerfile
+++ b/.devcontainer/Dockerfile
@@ -1,22 +0,0 @@
-FROM stackql/stackql:latest AS stackql
-FROM mcr.microsoft.com/devcontainers/universal:2
-COPY --from=stackql /srv/stackql/stackql /usr/local/bin/stackql
-# set up matplotlib temp dir
-RUN mkdir -p /tmp/matplotlib
-RUN chmod 777 /tmp/matplotlib
-ENV MPLCONFIGDIR=/tmp/matplotlib
-ENV PYDEVD_DISABLE_FILE_VALIDATION=1
-ENV PYTHON_PACKAGES="\
-    pystackql \
-    matplotlib \
-    pandas \
-	mplfinance \
-    psycopg2-binary \
-    nest_asyncio \
-    plotly \
-    ipytree \
-    nbformat \
-    networkx \
-" 
-RUN pip install --upgrade pip \
-    && pip install --no-cache-dir $PYTHON_PACKAGES
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000..cb1b096
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,38 @@
+---
+name: Bug report
+about: Create a report to help us improve
+title: '[BUG]'
+labels: 'bug'
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To Reproduce**
+Steps to reproduce the behavior:
+1. Go to '...'
+2. Click on '....'
+3. Scroll down to '....'
+4. See error
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.
+
+**Desktop (please complete the following information):**
+ - OS: [e.g. iOS]
+ - Browser [e.g. chrome, safari]
+ - Version [e.g. 22]
+
+**Smartphone (please complete the following information):**
+ - Device: [e.g. iPhone6]
+ - OS: [e.g. iOS8.1]
+ - Browser [e.g. stock browser, safari]
+ - Version [e.g. 22]
+
+**Additional context**
+Add any other context about the problem here.
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
new file mode 100644
index 0000000..c5b3a85
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: "[FEATURE]"
+labels: enhancement
+assignees: ''
+
+---
+
+**Feature Description**
+A clear and concise description of what you want to happen.
+
+**Example(s)**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Possible Approaches or Libraries to Consider**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/question.md b/.github/ISSUE_TEMPLATE/question.md
new file mode 100644
index 0000000..5a55f41
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/question.md
@@ -0,0 +1,15 @@
+---
+name: Question
+about: Pose a question to the StackQL team
+title: "[QUESTION]"
+labels: question
+assignees: ''
+
+---
+
+
+## Question
+
+This channel is an opportunity to ask ad-hoc questions to the `stackql` team.  This channel is in lieu of an official platform for ongoing discussions and questions.  Please ask your question :)
+
+**Note**: Questions over github issues will be deprecated and retired once we settle on a platform / process ongoing.
\ No newline at end of file
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..a22f266
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,37 @@
+name: Build and Publish
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+
+jobs:
+  build-and-push-docker-image:
+    name: Build Docker image and push to repositories
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Set up Docker Buildx
+        id: buildx
+        uses: docker/setup-buildx-action@v2
+
+      - name: Login to DockerHub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Build image and push to Docker Hub and GitHub Container Registry
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          tags: |
+            stackql/stackql-codespaces-base:latest
+            stackql/stackql-codespaces-base:${{github.sha}}
+          # build on feature branches, push only on main branch
+          push: ${{ github.ref == 'refs/heads/main' }}
+
+      - name: Image digest
+        run: echo ${{ steps.docker_build.outputs.digest }}
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..8e96852
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,23 @@
+# dev container image for GitHub Codespaces
+FROM stackql/stackql:latest AS stackql
+FROM mcr.microsoft.com/devcontainers/universal:2
+COPY --from=stackql /srv/stackql/stackql /usr/local/bin/stackql
+# set up matplotlib temp dir
+RUN mkdir -p /tmp/matplotlib
+RUN chmod 777 /tmp/matplotlib
+ENV MPLCONFIGDIR=/tmp/matplotlib
+ENV PYDEVD_DISABLE_FILE_VALIDATION=1
+ENV PYTHON_PACKAGES="\
+    pystackql \
+    matplotlib \
+    pandas \
+	mplfinance \
+    psycopg2-binary \
+    nest_asyncio \
+    plotly \
+    ipytree \
+    nbformat \
+    networkx \
+" 
+RUN pip install --upgrade pip \
+    && pip install --no-cache-dir $PYTHON_PACKAGES
\ No newline at end of file
diff --git a/README.md b/README.md
index e69de29..e7d5164 100644
--- a/README.md
+++ b/README.md
@@ -0,0 +1,7 @@
+[![StackQL](https://stackql.io/img/stackql-logo-bold.png)](https://stackql.io/)  
+<br />
+[![GitHub Actions](https://github.com/stackql/stackql-codespaces-notebook/actions/workflows/main.yml/badge.svg?branch=main)](https://github.com/stackql/stackql-codespaces-notebook/actions/workflows/main.yml)
+![License](https://img.shields.io/github/license/stackql/stackql)
+
+# stackql-codespaces-notebook
+
diff --git a/notebooks/github.ipynb b/notebooks/github.ipynb
index c3a9976..202c953 100644
--- a/notebooks/github.ipynb
+++ b/notebooks/github.ipynb
@@ -11,6 +11,15 @@
     "%load_ext pystackql.magic"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%stackql registry pull github"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -19,7 +28,16 @@
    },
    "outputs": [],
    "source": [
-    "org = \"stackql\""
+    "org = \"stackql\"\n",
+    "owner = \"stackql\"\n",
+    "repo = \"stackql\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Stargazers per Repo"
    ]
   },
   {
@@ -47,6 +65,28 @@
    "source": [
     "_.plot(kind='bar', title='Stargazers', x='name', y='stargazers_count')"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Repo Contributors who Arent Stargazers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%stackql\n",
+    "SELECT c.login as contrtibutor FROM \n",
+    "github.repos.contributors c\n",
+    "LEFT OUTER JOIN github.activity.repo_stargazers s\n",
+    "ON s.login = c.login\n",
+    "WHERE owner = '$owner' AND repo = '$repo'\n",
+    "AND s.login IS NULL"
+   ]
   }
  ],
  "metadata": {