diff --git a/src/ontobot_change_agent/cli.py b/src/ontobot_change_agent/cli.py
index 7e986ea..0ba50e6 100644
--- a/src/ontobot_change_agent/cli.py
+++ b/src/ontobot_change_agent/cli.py
@@ -109,6 +109,9 @@ def main(verbose: int, quiet: bool):
     type=click.Path(exists=True),
     help="Path to jar file.",
 )
+use_llm_option = click.option(
+    "--use-llm", is_flag=True, default=False, help="Use llm-change-agent for processing."
+)
 
 
 @main.command()
@@ -173,6 +176,7 @@ def get_labels(repo: str, token: str):
 @state_option
 @jar_path_option
 @output_option
+@use_llm_option
 def process_issue(
     input: str,
     repo: str,
@@ -184,6 +188,7 @@ def process_issue(
     state: str,
     jar_path: str,
     output: str,
+    use_llm: bool = False,
 ):
     """Run processes based on issue label.
 
@@ -205,52 +210,64 @@ def process_issue(
         )
 
     else:
-        for issue in get_issues(
+        issues = get_issues(
             repository_name=repo, token=token, label=label, number=number, state=state
-        ):
-            # Make sure ontobot_change_agent needs to be triggered or no.
-            if issue and issue[BODY]:
-
-                KGCL_COMMANDS = []
-                if NEW_TERM_LABEL in issue["labels"]:
-                    formatted_body = "The following input was provided: </br> "
-                    KGCL_COMMANDS, body_as_dict, reason = process_new_term_template(
-                        issue["body"], prefix
-                    )
-                    if reason is None:
-                        formatted_body += _convert_to_markdown(body_as_dict)
-                        formatted_body += "</br> The following commands were executed: </br> "
-                    else:
-                        click.echo(
-                            f"""{issue[TITLE]} does not need ontobot's attention since {reason}""",  # noqa
-                        )
-                        break
-
-                elif re.match(r"(.*)ontobot(.*)apply(.*):(.*)", issue[BODY].lower(), re.DOTALL):
+        )
+        ontobot_pattern = re.compile(r"(.*)ontobot(.*)apply(.*):(.*)", re.DOTALL)
+
+        click.echo("Starting to process issues...")
+
+        for issue in issues:
+            if not issue or not issue[BODY]:
+                click.echo(
+                    f"Issue number:{number} is either closed, does not exist or has no body."
+                )
+                break
+
+            click.echo(f"Processing issue: {issue[TITLE]}")
+
+            KGCL_COMMANDS = []
+            formatted_body = ""
+
+            if NEW_TERM_LABEL in issue["labels"]:
+                click.echo("New term label found. Processing new term template...")
+                formatted_body = "The following input was provided: </br> "
+                KGCL_COMMANDS, body_as_dict, reason = process_new_term_template(
+                    issue["body"], prefix
+                )
+                if reason is None:
+                    click.echo("No reason found to skip. Converting body to markdown...")
+                    formatted_body += _convert_to_markdown(body_as_dict)
+                    formatted_body += "</br> The following commands were executed: </br> "
+                else:
+                    click.echo(f"{issue[TITLE]} does not need ontobot's attention since {reason}")
+                    break
+            elif ontobot_pattern.match(issue[BODY].lower()):
+                click.echo("Ontobot apply command found. Extracting KGCL commands...")
+                formatted_body = "The following commands were executed: </br> "
+                KGCL_COMMANDS = _get_kgcl_commands(issue[BODY])
+
+            elif use_llm:
+                click.echo(f"Summoning llm-change-agent for {issue[TITLE]}")
+                with click.Context(execute) as ctx:
+                    ctx.params["prompt"] = issue[BODY]
+                    ctx.params["provider"] = "cborg"
+                    ctx.params["model"] = "google/gemini:latest"
+                    response = execute.invoke(ctx)
+                    KGCL_COMMANDS = [
+                        command.replace('"', "'") for command in ast.literal_eval(response)
+                    ]
+                if KGCL_COMMANDS:
+                    click.echo(f"llm-change-agent result: {response}")
                     formatted_body = "The following commands were executed: </br> "
-                    KGCL_COMMANDS = _get_kgcl_commands(issue[BODY])
+                    click.echo(formatted_body + "\n".join(KGCL_COMMANDS))
                 else:
-                    # ! llm-change-agent activate!
-                    click.echo(f"Summoning llm-change-agent for {issue[TITLE]}")
-                    with click.Context(execute) as ctx:
-                        ctx.params["prompt"] = issue[BODY]
-                        ctx.params["provider"] = "cborg"
-                        ctx.params["model"] = "google/gemini:latest"
-                        response = execute.invoke(ctx)
-                        KGCL_COMMANDS = [
-                            command.replace('"', "'") for command in ast.literal_eval(response)
-                        ]
-
-                    if len(KGCL_COMMANDS) > 0:
-                        click.echo(f"llm-change-agent result: {response}")
-                        formatted_body = "The following commands were executed: </br> "
-                    else:
-                        click.echo(f"""{issue[TITLE]} does not need ontobot's attention.""")
+                    click.echo(f"{issue[TITLE]} does not need ontobot's attention.")
             else:
                 click.echo(
-                    f"""Issue number:{number} is either closed, does not exist or has no body."""
+                    f"""{issue[TITLE]} does not need ontobot's
+                      attention unless `--use-llm` flag is True."""
                 )
-                break
 
     new_output = output if output else input