diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..4e10f99
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,113 @@
+# Contributing to UltiSnips
+
+:+1::tada: First off, thanks for taking the time to contribute! :tada::+1:
+
+This document will take you through the process of making your change, testing it, documenting it and sending it for review.
+No new feature will be accepted without good test coverage, passing CI and proper documentation.
+
+## Before you add a feature
+
+UltiSnips is so rich on features that it borders on feature creep.
+It is also an understaffed and undermaintained project.
+Since every feature needs to be maintained forever, we are very careful about new ones.
+Please create alignment before putting too much work into a novel idea.
+There are several ways of doing this:
+
+1. Open an issue to discuss your idea.
+2. Open a PR with a hackish or minimal implementation, i.e. no tests and no docs.
+3. Write a short (<= 1 page) design doc in a Gist or on Google Docs.
+
+Should there be agreement that your feature idea adds enough value to offset the maintenance burden, you can go ahead and implement it, including tests and documentation.
+
+## Testing
+
+UltiSnips has a rigorous test suite and every new feature or bug fix is expected to come with a new test.
+The overwhelming number of the > 500 test cases are integration tests.
+Each test case sets up a full on-disk Vim configuration, including `.vimrc`, plugins and snippet definitions.
+We then simulate a user typing out a test case by programmatically sending keys into a [tmux](https://github.com/tmux/tmux/wiki) terminal that runs Vim.
+
+A test is a Python class in the `test` directory.
+Some simple examples are in [test_Expand.py](https://github.com/SirVer/ultisnips/blob/master/test/test_Expand.py).
+Each class contains at least
+
+- a `keys` property that defines the key strokes taken,
+- a `wanted` golden string that defines the expected output of the snippet, and
+- a `snippets` list that defines the snippet that are in scope for the test case.
+
+Each test types out a given set of key strokes and compares the resulting text in the Vim buffer to `wanted`.
+
+### Running the test suite.
+
+The basic process of running the suite is simple:
+
+1. open a terminal and start a new tmux session in the current directory named
+   vim: `tmux new -s vim`. Do not type anything into the tmux session.
+2. In a second terminal, run `./test_all.py`.
+
+To filter the tests that are executed, specify a pattern to be used to match the beginning of the test name.
+For instance, the following will execute all tests that start with `SimpleExpand`:
+
+    $ ./test_all.py SimpleExpand
+
+Currently, the test suite only runs under Linux and Mac, not under Windows.
+Contributions to make it work under Windows again would be very much appreciated.
+
+
+#### Running using docker.
+
+The problem with running tests on the system directly is that the user's environment can bleed into the test execution.
+To avoid this problem, we strongly suggest running the tests inside of [Docker](https://www.docker.com/).
+It is useful to think of Docker as a lightweight virtual machine, i.e. a way of running exactly the same OS and userland configuration on any machine.
+
+UltiSnips comes with a [Makefile](https://github.com/SirVer/ultisnips/blob/master/Makefile) that makes the use of Docker easy.
+First, build the image of the test environment (Vim 8.0, using Python 3):
+
+    $ make image_repro
+
+Now we can launch the image in a container and run the tmux session for testing.
+
+    $ make repro
+    ... now inside container
+    # tmux new -s vim
+
+The container will have the current directory mounted under `/src/UltiSnips`.
+This means all changes you make to UltiSnips' sources will directly be represented inside the container and therefore available for testing.
+
+In a second terminal we'll use `docker run` to get another shell in the already running container.
+In this shell we can then trigger the test execution:
+
+    $ make shell_in_repro
+    ... now inside container
+    # ./test_all.py
+
+## Documenting
+
+User documentation goes into [`doc/UltiSnips.txt`](https://github.com/SirVer/ultisnips/blob/00_contributing/doc/UltiSnips.txt).
+Developer documentation should go into this file.
+
+# Reproducing Bugs
+
+Reproducing bugs is the hardest part of getting them fixed.
+UltiSnips is usually used in complex interaction with other software and plugins.
+This makes reproducing issues even harder.
+
+Here is a process of creating a minimal viable reproduction case for your particular problem.
+Having this available in a bug report will increase the chances of your issue being fixed tremendously.
+
+1. Install [Docker](https://docs.docker.com/install/). It is useful to think of Docker as a lightweight virtual machine, i.e. a way of running exactly the same OS and userland configuration on any machine.
+2. Build the image using `make image_repro`.
+3. Launch the image using `make repro`. This drops you into a shell where you can run `vim` to get to a vim instance configured for UltiSnips.
+
+Now try to reproduce your issue.
+Keep in mind that all your changes to the container are lost once you exit the shell.
+You must edit the configuration outside the container and rebuild the image.
+You can add snippets to `docker/snippets/`.
+You can also copy more and more of your own `.vimrc` into `docker/docker_vimrc.vim` until your issue reproduces.
+Whenever you have edited `snippets` or `docker_vimrc.vim` you need to rerun `make image_repo && make repro`.
+
+Once you have a minimal complete repro case ready,
+
+1. fork UltiSnips,
+2. commit your changes to the Vim configuration into a branch,
+3. push the branch,
+4. link it in the issue.
diff --git a/Makefile b/Makefile
index ba9dec9..894ab1a 100644
--- a/Makefile
+++ b/Makefile
@@ -24,3 +24,8 @@ image_repro: image_vim_80_py3
 # image_repro` before this will work.
 repro:
 	docker run -it -v ${MAKEFILE_DIR}:/src/UltiSnips ultisnips:repro /bin/bash
+
+# This assumes, the repro image is already running and it opens an extra shell
+# inside the running container
+shell_in_repro:
+	docker exec -it $(shell docker ps -q) /bin/bash
diff --git a/test_all.py b/test_all.py
index 7819e02..498e80c 100755
--- a/test_all.py
+++ b/test_all.py
@@ -1,28 +1,7 @@
 #!/usr/bin/env python
 # encoding: utf-8
 #
-# To execute this test requires two terminals, one for running Vim and one
-# for executing the test script. Both terminals should have their current
-# working directories set to this directory (the one containing this
-# test_all.py script).
-#
-# In one terminal, launch a tmux session named ``vim``:
-#   $ tmux new -s vim
-#
-# Now, from another terminal, launch the testsuite:
-#    $ ./test_all.py
-#
-# Note: if you want to use Vim against the Python 3 bindings, you must launch the
-# test suite using Python 3.  For example:
-#    $ python3 ./test_all.py
-#
-# For each test, the test_all.py script will launch vim with a vimrc, run the
-# test, compare the output and exit vim again. The keys are send using tmux send-keys.
-#
-# To limit the tests that are executed, specify a pattern to be used to match
-# the beginning of the test name.  For instance, the following will execute all
-# tests that start with "SimpleExpand":
-#    $ ./test_all.py SimpleExpand
+# See CONTRIBUTING.md for an explanation of this file.
 #
 # NOTE: The test suite is not working under Windows right now as I have no
 # access to a windows system for fixing it. Volunteers welcome. Here are some