diff --git a/credentials/development/gen_commissioner_dut_test_plan_table.py b/credentials/development/gen_commissioner_dut_test_plan_table.py
new file mode 100755
index 00000000000000..d8887a2f86f331
--- /dev/null
+++ b/credentials/development/gen_commissioner_dut_test_plan_table.py
@@ -0,0 +1,104 @@
+#!/usr/bin/env -S python3 -B
+#
+#    Copyright (c) 2023 Project CHIP Authors
+#    All rights reserved.
+#
+#    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.
+#
+
+import argparse
+import json
+import os
+from dataclasses import dataclass
+
+
+@dataclass
+class TestInfo:
+    desc: str
+    dir: str
+    pid: int
+
+
+CHIP_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))
+RUNNER_SCRIPT_DIR = os.path.join(CHIP_ROOT, 'scripts/tests')
+
+
+def write_test_plan_output(filename: str, cases: TestInfo, test_num: str):
+    with open(filename, "w") as output:
+        output.write(f'[[ref:da-{test_num}-certs]]\n')
+        output.write(f'Certificates for TC-DA-{test_num}\n')
+        output.write('|===\n')
+        output.write('|#| Cert Description| Example certs\n')
+        for i, f in enumerate(cases):
+            output.write(f'|{i+1}|{f.desc} | {f.dir} (pid={f.pid})\n')
+        output.write('|===\n')
+
+
+def write_validation_steps(filename: str, cases: TestInfo):
+    with open(filename, "w") as output:
+        for f in cases:
+            cmd = f'./chip-all-clusters-app --trace_decode 1 --dac_provider $CHIP_ROOT/credentials/development/commissioner_dut/{f.dir}/test_case_vector.json --product-id {f.pid}'
+            output.write(f'{f.desc.replace(",","")}, {f.dir}, {f.pid}, {cmd}\n')
+
+
+def main():
+
+    argparser = argparse.ArgumentParser()
+
+    argparser.add_argument("--failure_table", default="failure_table")
+    argparser.add_argument("--success_table", default="success_table")
+    argparser.add_argument("--success_vs", default="success_vs.csv")
+    argparser.add_argument("--failure_vs", default="failure_vs.csv")
+    args = argparser.parse_args()
+
+    cred_path = 'credentials/development/commissioner_dut'
+    cert_path = os.path.abspath(os.path.join(CHIP_ROOT, cred_path))
+
+    # The following test vectors are success conditions for an SDK commissioner for the following reasons:
+    # struct_cd_device_type_id_mismatch - requires DCL access, which the SDK does not have and is not required
+    # struct_cd_security_info_wrong - while devices are required to set this to 0, commissioners are required to ignore it
+    #                                 (see 6.3.1)
+    #                                 hence this is marked as a failure for devices, but should be a success case for
+    #                                 commissioners
+    # struct_cd_security_level_wrong - as with security info, commissioners are required to ignore this value (see 6.3.1)
+    # struct_cd_version_number_wrong - this value is not meant to be interpreted by commissioners, so errors here should be
+    #                                  ignored (6.3.1)
+    # struct_cd_cert_id_mismatch - requires DCL access, which the SDK does not have and is not required.
+    skip_cases = ['struct_cd_device_type_id_mismatch', 'struct_cd_security_info_wrong',
+                  'struct_cd_security_level_wrong', 'struct_cd_version_number_wrong', 'struct_cd_cert_id_mismatch']
+
+    success_cases = []
+    failure_cases = []
+    for p in os.listdir(cert_path):
+        if p in skip_cases:
+            continue
+        path = str(os.path.join(cert_path, p, 'test_case_vector.json'))
+        with open(path, 'r') as f:
+            j = json.loads(f.read())
+            success_expected = j['is_success_case'].lower() == 'true'
+            pid = 177 if 'fallback_encoding' in p else 32768
+            desc = TestInfo(desc=j['description'], dir=p, pid=pid)
+            if success_expected:
+                success_cases.append(desc)
+            else:
+                failure_cases.append(desc)
+
+    write_test_plan_output(args.failure_table, failure_cases, '1.4')
+    write_test_plan_output(args.success_table, success_cases, '1.8')
+
+    write_validation_steps(args.failure_vs, failure_cases)
+    write_validation_steps(args.success_vs, success_cases)
+
+
+if __name__ == '__main__':
+    main()