Danger bot

The GitLab CI/CD pipeline includes a danger-review job that uses Danger to perform a variety of automated checks on the code under test.

Danger is a gem that runs in the CI environment, like any other analysis tool. What sets it apart from, e.g., RuboCop, is that it’s designed to allow you to easily write arbitrary code to test properties of your code or changes. To this end, it provides a set of common helpers and access to information about what has actually changed in your environment, then simply runs your code!

If Danger is asking you to change something about your merge request, it’s best just to make the change. If you want to learn how Danger works, or make changes to the existing rules, then this is the document for you.

Danger comments in merge requests

Danger only posts one comment and updates its content on subsequent danger-review runs. Given this, it’s usually one of the first few comments in a merge request if not the first. If you didn’t see it, try to look from the start of the merge request.


  • You don’t get email notifications each time danger-review runs.


  • It’s not obvious Danger will update the old comment, thus you need to pay attention to it if it is updated or not.

Run Danger locally

A subset of the current checks can be run locally with the following Rake task:

bin/rake danger_local


On startup, Danger reads a Dangerfile from the project root. GitLab’s Danger code is decomposed into a set of helpers and plugins, all within the danger/ subdirectory, so ours just tells Danger to load it all. Danger will then run each plugin against the merge request, collecting the output from each. A plugin may output notifications, warnings, or errors, all of which are copied to the CI job’s log. If an error happens, the CI job (and so the entire pipeline) will be failed.

On merge requests, Danger will also copy the output to a comment on the MR itself, increasing visibility.

Development guidelines

Danger code is Ruby code, so all our usual backend guidelines continue to apply. However, there are a few things that deserve special emphasis.

When to use Danger

Danger is a powerful tool and flexible tool, but not always the most appropriate way to solve a given problem or workflow.

First, be aware of GitLab’s commitment to dogfooding. The code we write for Danger is GitLab-specific, and it may not be most appropriate place to implement functionality that addresses a need we encounter. Our users, customers, and even our own satellite projects, such as Gitaly, often face similar challenges, after all. Think about how you could fulfill the same need while ensuring everyone can benefit from the work, and do that instead if you can.

If a standard tool (e.g. rubocop) exists for a task, it is better to use it directly, rather than calling it via Danger. Running and debugging the results of those tools locally is easier if Danger isn’t involved, and unless you’re using some Danger-specific functionality, there’s no benefit to including it in the Danger run.

Danger is well-suited to prototyping and rapidly iterating on solutions, so if what we want to build is unclear, a solution in Danger can be thought of as a trial run to gather information about a product area. If you’re doing this, make sure the problem you’re trying to solve, and the outcomes of that prototyping, are captured in an issue or epic as you go along. This will help us to address the need as part of the product in a future version of GitLab!

Implementation details

Implement each task as an isolated piece of functionality and place it in its own directory under danger as danger/<task-name>/Dangerfile.

Each task should be isolated from the others, and able to function in isolation. If there is code that should be shared between multiple tasks, add a plugin to danger/plugins/... and require it in each task that needs it. You can also create plugins that are specific to a single task, which is a natural place for complex logic related to that task.

Danger code is just Ruby code. It should adhere to our coding standards, and needs tests, like any other piece of Ruby in our codebase. However, we aren’t able to test a Dangerfile directly! So, to maximize test coverage, try to minimize the number of lines of code in danger/. A non-trivial Dangerfile should mostly call plugin code with arguments derived from the methods provided by Danger. The plugin code itself should have unit tests.

At present, we do this by putting the code in a module in lib/gitlab/danger/..., and including it in the matching danger/plugins/... file. Specs can then be added in spec/lib/gitlab/danger/....

You’ll only know if your Dangerfile works by pushing the branch that contains it to GitLab. This can be quite frustrating, as it significantly increases the cycle time when developing a new task, or trying to debug something in an existing one. If you’ve followed the guidelines above, most of your code can be exercised locally in RSpec, minimizing the number of cycles you need to go through in CI. However, you can speed these cycles up somewhat by emptying the .gitlab/ci/rails.gitlab-ci.yml file in your merge request. Just don’t forget to revert the change before merging!

To enable the Dangerfile on another existing GitLab project, run the following extra steps, based on this procedure:

  1. Add @gitlab-bot to the project as a reporter.
  2. Add the @gitlab-bot’s GITLAB_API_PRIVATE_TOKEN value as a value for a new CI/CD variable named DANGER_GITLAB_API_TOKEN.

You should add the ~Danger bot label to the merge request before sending it for review.

Current uses

Here is a (non-exhaustive) list of the kinds of things Danger has been used for at GitLab so far:

  • Coding style
  • Database review
  • Documentation review
  • Merge request metrics
  • Reviewer roulette. Reviewers and maintainers are chosen based on:
    • Their roles (backend, frontend, database, etc).
    • Their availability:
      • No “OOO”/”PTO”/”Parental Leave” in their GitLab or Slack status.
      • No :red_circle:/:palm_tree:/:beach:/:beach_umbrella:/:beach_with_umbrella: emojis in GitLab or Slack status.
    • [Experimental] Their timezone: people for which the local hour is between 6 AM and 2 PM are eligible to be picked. This is to ensure they have a good chance to get to perform a review during their current work day. The experimentation is tracked in this issue
  • Single codebase effort


  • Danger output is not added to a merge request comment if working on a fork. This happens because the secret variable from the canonical project is not shared to forks. To work around this, you can add an environment variable called DANGER_GITLAB_API_TOKEN with a personal API token to your fork. That way the danger comments will be made from CI using that API token instead. Making the variable masked will make sure it doesn’t show up in the job logs. The variable cannot be protected, as it needs to be present for all feature branches.