diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100755
index 0000000..9eecffa
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,143 @@
+version: 2
+
+jobs:
+  build_and_test_python27:
+    docker:
+      - image: circleci/python:2.7
+      - image: rabbitmq:3
+      - image: mongo:3.4
+
+    working_directory: ~/repo
+
+    environment:
+      VIRTUALENV_DIR: "~/virtualenv"
+      # Don't install various StackStorm dependencies which are already
+      # installed by CI again in the various check scripts
+      ST2_INSTALL_DEPS: "0"
+
+    steps:
+      - checkout
+      - restore_cache:
+          key: v1-dependency-cache-py27-{{ checksum "requirements.txt" }}
+      - run:
+          name: Download dependencies
+          command: |
+            git clone -b master git://github.com/stackstorm-exchange/ci.git ~/ci
+            ~/ci/.circle/dependencies
+      - run:
+          name: Run tests (Python 2.7)
+          command: ~/ci/.circle/test
+      - save_cache:
+          key: v1-dependency-cache-py27-{{ checksum "requirements.txt" }}
+          paths:
+            - ~/.cache/pip
+            - ~/.apt-cache
+      # NOTE: We use virtualenv files from Python 2.7 step in "deploy" job so we
+      # only persist paths from this job
+      - persist_to_workspace:
+          root: /
+          paths:
+            - home/circleci/ci
+            - home/circleci/virtualenv
+            - tmp/st2
+            - home/circleci/repo
+            - home/circleci/.gitconfig
+
+  # NOTE: Until we add "python_version" metadata attribute to pack.yaml and
+  # explicitly call which packs work with Python 3.x, Python 3.x failures are
+  # not considered fatal
+  build_and_test_python36:
+    docker:
+      - image: circleci/python:3.6
+      - image: rabbitmq:3
+      - image: mongo:3.4
+
+    working_directory: ~/repo
+
+    environment:
+      VIRTUALENV_DIR: "~/virtualenv"
+      # Don't install various StackStorm dependencies which are already
+      # installed by CI again in the various check scripts
+      ST2_INSTALL_DEPS: "0"
+
+    steps:
+      - checkout
+      - restore_cache:
+          key: v1-dependency-cache-py36-{{ checksum "requirements.txt" }}
+      - run:
+          name: Download dependencies
+          # NOTE: We don't want to use default "-e" option because this means
+          # step will fail immediately on one of the commands failures and we
+          # can't intercept the error and cause non-fatal exit in case pack
+          # doesn't declare support for Python 3
+          shell: /bin/bash
+          command: |
+            git clone -b master git://github.com/stackstorm-exchange/ci.git ~/ci
+            ~/ci/.circle/dependencies ; ~/ci/.circle/exit_on_py3_checks $?
+      - run:
+          name: Run tests (Python 3.6)
+          # NOTE: We don't want to use default "-e" option because this means
+          # step will fail immediately on one of the commands failures and we
+          # can't intercept the error and cause non-fatal exit in case pack
+          # doesn't declare support for Python 3
+          shell: /bin/bash
+          command: ~/ci/.circle/test ; ~/ci/.circle/exit_on_py3_checks $?
+      - save_cache:
+          key: v1-dependency-cache-py36-{{ checksum "requirements.txt" }}
+          paths:
+            - ~/.cache/pip
+            - ~/.apt-cache
+
+  deploy:
+    docker:
+      - image: circleci/python:2.7
+
+    working_directory: ~/repo
+
+    environment:
+      VIRTUALENV_DIR: "~/virtualenv"
+
+    steps:
+      - checkout
+      - restore_cache:
+          key: v1-dependency-cache-py27-{{ checksum "requirements.txt" }}
+      - attach_workspace:
+          at: /
+      - run:
+          name: Install dependencies
+          command: sudo apt -y install gmic optipng
+      - run:
+          # NOTE: We try to retry the script up to 5 times if it fails. The command could fail due
+          # to the race (e.g. we try to push changes to index, but index has been updated by some
+          # other pack in the mean time)
+          name: Update exchange.stackstorm.org
+          command: ~/ci/.circle/retry_on_failure.sh ~/ci/.circle/deployment
+
+workflows:
+  version: 2
+  # Workflow which runs on each push
+  build_test_deploy_on_push:
+    jobs:
+      - build_and_test_python27
+      - build_and_test_python36
+      - deploy:
+          requires:
+            - build_and_test_python27
+          filters:
+            branches:
+              only: master
+  build_test_weekly:
+    jobs:
+      - build_and_test_python27
+      - build_and_test_python36
+    # Workflow which runs nightly - note we don't perform deploy job on nightly
+    # build
+    triggers:
+      # Run nightly build for the pack
+      - schedule:
+          # NOTE: We run it at 1 am UTC on every Sunday
+          cron: "0 1 * * 0"
+          filters:
+            branches:
+              only:
+                - master
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..af98588
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,98 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+./lib/
+lib64/
+parts/
+sdist/
+var/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*,cover
+.hypothesis/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# IPython Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# dotenv
+.env
+
+# virtualenv
+venv/
+ENV/
+
+# Spyder project settings
+.spyderproject
+
+# Rope project settings
+.ropeproject
+
+# Mr Developer
+.idea
+.DS_Store
+._*
+.vscode
+*.sublime-project
+*.sublime-workspace# PyCharm
+.idea