Custom Gradle Plugin ID not found

The plugin Jar has to be added as a build script dependency:

buildscript {
    repositories { flatDir name: 'libs', dirs: "../build/libs" }
    dependencies { classpath 'test:test-plugin:0.1' }
}

apply plugin: "test-plugin"