diff --git a/task/rpms-signature-scan/0.1/README.md b/task/rpms-signature-scan/0.1/README.md
new file mode 100644
index 0000000000..afdcddb6b8
--- /dev/null
+++ b/task/rpms-signature-scan/0.1/README.md
@@ -0,0 +1,31 @@
+# rpms-signature-scan.yaml task
+
+## Description:
+This tasks scans RPMs in an image and provide information about RPMs signatures.
+
+It can be used in two modes. Depending on the value of parameter `FAIL_UNSIGNED`, it
+will either fail any run that find unsigned RPMs, or only report its finding without
+failing (the latter is useful when running inside a build pipeline which tests the use of RPMs before their official release).
+
+## Params:
+
+| Name            | Description                                                       | Defaults  |
+|-----------------|-------------------------------------------------------------------|-----------|
+| IMAGE           | Image used for running the tasks's script                         |           |
+| INPUT           | A reference to a container image                                  |           |
+| FAIL_UNSIGNED   | [true \| false] If true fail if unsigned RPMs were found          | false     |
+| WORKDIR         | Directory for storing temporary files                             |           |
+
+
+## Results:
+
+| Name              | Description              |
+|-------------------|--------------------------|
+| TEST_OUTPUT       | Tekton task test output  |
+| RPMS_DATA         | RPMs scanner results     |
+
+## Source repository for image:
+https://github.com/redhat-appstudio/tools
+
+## Source repository for task:
+https://github.com/redhat-appstudio/tekton-tools