diff --git a/README.md b/README.md
index 9fd23c2..1f0ed5c 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,7 @@ This is not an officially supported Google product.
 ## Preparation
 ### Update your workspace
 
-Load the bazel_rules in your [`WORKSPACE` file][be_workspace]:
+Load the **bazel_rules** in your [`WORKSPACE` file][be_workspace]:
 
     load("@bazel_tools//tools/build_defs/repo:git.bzl", "git_repository")
 
@@ -39,18 +39,31 @@ Load the bazel_rules in your [`WORKSPACE` file][be_workspace]:
 
 Then, this rule can be used as one of the `srcs` of another rules, such as a `java_library`.
 
-## Example
- The example "jflex.examples.helloworld" generates a lexer from `helloworld.flex` with:
+### Attributes
+
+* **name** (Name; required)
+  Unique name for this target.
+* **srcs** (List of labels; required)
+  List of flex specifications.
+* **outputs** (list of labels; required)
+  List of the generated java files.
+* **skeleton** (Label; optional)
+  Skeleton use by the JFlex Emitter. **Only use this option if you know what you are doing.**
+  
+
+### Example
+
+The example **//java/jflex/examples/helloworld** generates a lexer from `helloworld.flex` with:
  
      jflex(
         name = "gen_hello_lexer",
         srcs = ["helloworld.flex"],
         outputs = ["HelloWorld.java"],
     )
+
+See [//java/jflex/examples/helloworld](/java/jflex/examples/helloworld) for more information.
  
- See `java/jflex/examples/helloworld`.
- 
- ## Directory layout
+## Directory layout
  ```
 ├── assets                 → assets for the web site
 ├── java                   → main Java source code
diff --git a/java/jflex/examples/helloworld/README.md b/java/jflex/examples/helloworld/README.md
new file mode 100644
index 0000000..d0bc383
--- /dev/null
+++ b/java/jflex/examples/helloworld/README.md
@@ -0,0 +1,118 @@
+# Hello World
+
+## Generate the lexer
+
+Example usage of the `jflex()` rule itself:
+
+    jflex(
+        name = "gen_hello_lexer",
+        srcs = ["helloworld.flex"],
+        outputs = ["HelloWorld.java"],
+        visibility = ["//visibility:private"],
+    )
+
+Invoke this target:
+
+    blaze build //java/jflex/examples/helloworld:gen_hello_lexer
+
+
+**Tip** The Bazel commands work from any directory within the workspace.
+
+**Expected output:**
+
+* (`examples/`)`bazel-genfiles/java/jflex/examples/helloworld/Yylex.java`
+  Java code generated from the flex file.
+
+
+## Build
+
+The output (generated Java sources) of the `jflex()` rule can be reused in other targets, for
+instance as the source of a `java_library()`:
+
+    java_library(
+        name = "helloworld",
+        srcs = [":gen_hello_lexer"],
+    )
+
+Generate the Java library
+
+    blaze build //java/jflex/examples/helloworld:helloworld
+
+**Tip:** Since ":helloworld" depends on ":gen_hello_lexer", you don't need to invoke the previous
+target manually. This is true for any target.
+
+**Tip** Since the target name is the same as the last part of the path, you can use the short form
+`//java/jflex/examples/helloworld`.
+
+**Expected output:**
+
+* (`examples/`)`bazel-bin/java/jflex/examples/helloworld/libhelloworld.jar`
+  The Java archive containing the HelloWorld class
+
+
+## Run
+
+From a `java_library()`, it's easy to build an executable with the `java_binary()` rule:
+
+    java_binary(
+        name = "helloworld_bin",
+        main_class = "jflex.examples.helloworld.HelloWorld",
+        runtime_deps = [":helloworld"],
+    )
+
+To build the executable:
+
+    bazel build //java/jflex/examples/helloworld:helloworld_bin
+    
+To run this sample program:
+
+    bazel run //java/jflex/examples/helloworld:helloworld_bin
+    
+Everything works, but the program complains that no input file was provided:
+
+> Usage : java HelloWorld [ --encoding <name> ] <inputfile(s)>
+
+We provide a sample input file in `javatest/flex/examples/helloworld/data/test.txt` with the
+following content:
+
+```
+hello
+name John Doe
+hello
+``` 
+
+You can pass arguments to the program after `--`. 
+Hence you can invoke:                                                                            
+
+    bazel run //java/jflex/examples/helloworld:helloworld_bin -- /full/path/to/javatests/jflex/examples/helloworld/testdata.txt
+    
+You should see
+
+> Hello World!
+> Hello John Doe!
+
+**N.B.** Relative paths don't work in `bazel run`.
+
+Alternatively, you can use the generated artifact. From the `examples` directory:
+
+    bazel-bin/java/jflex/examples/helloworld/helloworld_bin javatests/jflex/examples/helloworld/testdata.txt
+    
+
+
+## Test 
+
+To execute the tests
+
+    blaze test //javatests/jflex/examples/helloworld/...
+
+In this sample, there is only one test:
+
+- `//javatests/jflex/examples/helloworld:HelloWorldTest`
+
+The example:
+
+1. Creates an in-memory OutputStream
+2. Redirects `System.out` to this in-memory stream
+3. Calls the `main` method of the `HelloWorld` lexer
+4. Compares line by line the content of the in-memory output
+   with a hard-coded string that contains the expected output.
diff --git a/javatests/jflex/examples/helloworld/README.md b/javatests/jflex/examples/helloworld/README.md
new file mode 100644
index 0000000..484a1ae
--- /dev/null
+++ b/javatests/jflex/examples/helloworld/README.md
@@ -0,0 +1,3 @@
+# Hello World test
+
+Please read [//java/jflex/examples/helloworld:README.md](/java/jflex/examples/helloworld/README.md).