diff --git a/tools/gen_jarjar.py b/tools/gen_jarjar.py
new file mode 100755
index 0000000..4c2cf54
--- /dev/null
+++ b/tools/gen_jarjar.py
@@ -0,0 +1,133 @@
+#
+# Copyright (C) 2022 The Android Open Source Project
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+""" This script generates jarjar rule files to add a jarjar prefix to all classes, except those
+that are API, unsupported API or otherwise excluded."""
+
+import argparse
+import io
+import re
+import subprocess
+from xml import sax
+from xml.sax.handler import ContentHandler
+from zipfile import ZipFile
+
+
+def parse_arguments(argv):
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        '--jars', nargs='+',
+        help='Path to pre-jarjar JAR. Can be followed by multiple space-separated paths.')
+    parser.add_argument(
+        '--prefix', required=True,
+        help='Package prefix to use for jarjared classes, '
+             'for example "com.android.connectivity" (does not end with a dot).')
+    parser.add_argument(
+        '--output', required=True, help='Path to output jarjar rules file.')
+    parser.add_argument(
+        '--apistubs', nargs='*', default=[],
+        help='Path to API stubs jar. Classes that are API will not be jarjared. Can be followed by '
+             'multiple space-separated paths.')
+    parser.add_argument(
+        '--unsupportedapi', nargs='*', default=[],
+        help='Path to UnsupportedAppUsage hidden API .txt lists. '
+             'Classes that have UnsupportedAppUsage API will not be jarjared. Can be followed by '
+             'multiple space-separated paths.')
+    parser.add_argument(
+        '--excludes', nargs='*', default=[],
+        help='Path to files listing classes that should not be jarjared. Can be followed by '
+             'multiple space-separated paths. '
+             'Each file should contain one full-match regex per line. Empty lines or lines '
+             'starting with "#" are ignored.')
+    return parser.parse_args(argv)
+
+
+def _list_toplevel_jar_classes(jar):
+    """List all classes in a .class .jar file that are not inner classes."""
+    return {_get_toplevel_class(c) for c in _list_jar_classes(jar)}
+
+def _list_jar_classes(jar):
+    with ZipFile(jar, 'r') as zip:
+        files = zip.namelist()
+        assert 'classes.dex' not in files, f'Jar file {jar} is dexed, ' \
+                                           'expected an intermediate zip of .class files'
+        class_len = len('.class')
+        return [f.replace('/', '.')[:-class_len] for f in files
+                if f.endswith('.class') and not f.endswith('/package-info.class')]
+
+
+def _list_hiddenapi_classes(txt_file):
+    out = set()
+    with open(txt_file, 'r') as f:
+        for line in f:
+            if not line.strip():
+                continue
+            assert line.startswith('L') and ';' in line, f'Class name not recognized: {line}'
+            clazz = line.replace('/', '.').split(';')[0][1:]
+            out.add(_get_toplevel_class(clazz))
+    return out
+
+
+def _get_toplevel_class(clazz):
+    """Return the name of the toplevel (not an inner class) enclosing class of the given class."""
+    if '$' not in clazz:
+        return clazz
+    return clazz.split('$')[0]
+
+
+def _get_excludes(path):
+    out = []
+    with open(path, 'r') as f:
+        for line in f:
+            stripped = line.strip()
+            if not stripped or stripped.startswith('#'):
+                continue
+            out.append(re.compile(stripped))
+    return out
+
+
+def make_jarjar_rules(args):
+    excluded_classes = set()
+    for apistubs_file in args.apistubs:
+        excluded_classes.update(_list_toplevel_jar_classes(apistubs_file))
+
+    for unsupportedapi_file in args.unsupportedapi:
+        excluded_classes.update(_list_hiddenapi_classes(unsupportedapi_file))
+
+    exclude_regexes = []
+    for exclude_file in args.excludes:
+        exclude_regexes.extend(_get_excludes(exclude_file))
+
+    with open(args.output, 'w') as outfile:
+        for jar in args.jars:
+            jar_classes = _list_jar_classes(jar)
+            jar_classes.sort()
+            for clazz in jar_classes:
+                if (_get_toplevel_class(clazz) not in excluded_classes and
+                        not any(r.fullmatch(clazz) for r in exclude_regexes)):
+                    outfile.write(f'rule {clazz} {args.prefix}.@0\n')
+                    # Also include jarjar rules for unit tests of the class, so the package matches
+                    outfile.write(f'rule {clazz}Test {args.prefix}.@0\n')
+                    outfile.write(f'rule {clazz}Test$* {args.prefix}.@0\n')
+
+
+def _main():
+    # Pass in None to use argv
+    args = parse_arguments(None)
+    make_jarjar_rules(args)
+
+
+if __name__ == '__main__':
+    _main()