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Build Status Build status MaintainabilityGitHub (pre-)release


  • Are repetitive, tedious processes taking up too much of your time?
  • Is more time spent focusing on managing your data than acting on the data itself?

WALKOFF is an automation framework that allows you to easily automate these 80% of tedious tasks so you can get the job done faster, easier, and cheaper.

WALKOFF is built upon an app based architecture which enables the plug and play integration of devices and capabilities. These capabilities can then be tied together to form Workflows. Workflows are defined in a JSON format making them easily sharable across environments and organizations and easily created/customizable through our drag and drop workflow editor.

WALKOFF also makes it easier to manage your newly automated processes with real-time visual updates and feeds based on your workflows progress.

Apps can also have custom interfaces enabling app developers to uniquely display information. WALKOFF not only makes it easier for users to automate their processes but allows users to act on their processes faster as well.

Walkoff apps can be found at:

Base Requirements

  • Python 2.7+ or Python 3.4+
  • NodeJS v4+ and Node Package Manager (npm) v5+
    • On Ubuntu, if you install node via apt-get, it will be installed as nodejs - you may need to create a symlink from your installed nodejs to node for npm to work correctly.
    • npm v5 requires Node v4+, while npm v6 requires Node v6+.
  • Tested on Windows and Linux
    • On Linux, you will need the python-devel package for your distribution.

Individual apps may specify their own requirements.

Installation Instructions

If the Python environment for your elevated privileges are the same as the Python environment you will be running WALKOFF in (use pip --version to check), you can use the all-in-one setup script with elevated privileges:


If that is not the case, or if you would like to manually install WALKOFF:

First, install the dependencies with the following command:

pip install -r requirements.txt

To install the dependencies for each individual app, run:

python scripts/

Or to just install the dependencies for specific apps:

python scripts/ -a AppOne,AppTwo,AppThree

Then, generate certificates for WALKOFF's internal messaging:

python scripts/

Next, navigate to /walkoff/client and install the client dependencies with the following commands - these will require elevated privileges:

npm install

Next, use gulp to build the client:

npm run build

That's it! To start up the server, just navigate back to the WALKOFF root and run:


Then, navigate to the specified IP and port to start using WALKOFF. The default is

Through this script, you can also specify port and host, for example

`python --port 3333 --host`

For more options, run

`python --help`


  1. Custom app interfaces

    • Interfaces are built using HTML/CSS/Javascript with back-end functionality using Python.

    • Capability to stream data to interfaces.

  2. User and Role based authentication

  3. Case based logging

    • Can granularly configure which events to log on a per-case basis
  4. Drag and Drop Workflow Editor

    • Makes creation and editing of workflows as easy as dragging and dropping capabilities.
  5. Flexible Workflow Execution

    • Manual Execution - Execute a workflow by pressing a button
    • Active Execution - Cron style workflow execution Run workflow every 8 hours for the next 3 months
    • Passive Execution - Trigger a workflow based upon data sent to Walkoff
    • Ability to pause and resume workflows enabling human in the loop execution
  6. Metrics

    • How often are certain apps run?

    • How often workflows are run?


WALKOFF-enabled apps can be found at


  1. master - Main branch for WALKOFF version 2 will be updated from development periodically
  2. development - Development branch for WALKOFF version 2. Updated frequently
  3. gh-pages - Pages used to generate documentation at our site
  4. gh-pages-development - Branch used to document new features in development.
  5. walkoff-experimental - WALKOFF version 1 No longer under development

Other development-centric branches may be created but should not be considered permanent

Updating Walkoff

An update script,, is provided to update the repo to the most recent release. This script uses SqlAlchemy-Alembic to update database schemas and custom upgrade scripts to update the workflow JSON files. To run this script in interactive mode run python -i. Other options can be viewed using python --help. The most common usage is python -pcs for pull, clean, and setup.

Stability and Versioning

WALKOFF uses Semantic Versioning. Until the full feature set is developed, the versions will begin with 0.x.y. The x version will be updated when a breaking change is made, a breaking change being defined as one which modifies either the REST API or the API used to develop and specify the apps is modified in a way which breaks backward compatibility. No guarantees are yet made for the stability of the backend Python modules. The y version will be updated for patches, and bug fixes. The REST API will have an independent versioning system which may not follow Walkoff's version number.


WALKOFF is a community focused effort and contributions are welcome. Please submit pull requests to the development branch. Issues marked help wanted and good first issue are great places to start contributing. Additionally, you can always look at our CodeClimate Issues page and help us improve our code quality.

Comments or questions?