Merge branch 'main' into dependabot/pip/python-multipart-0.0.22

Author: kevinbackhouse

README.md

@@ -22,7 +22,7 @@ The Seclab Taskflow Agent framework was primarily designed to fit the iterative
 
 Its design philosophy is centered around the belief that a prompt level focus of capturing vulnerability patterns will greatly improve and scale security research results as frontier model capabilities evolve over time.
 
-While the maintainer himself primarily uses this framework as a code auditing tool it also serves as a more generic swiss army knife for exploring Agentic workflows. For example, the GitHub Security Lab also uses this framework for automated code scanning alert triage.
+At GitHub Security Lab, we primarily use this framework as a code auditing tool, but it can also serve as a more generic swiss army knife for exploring Agentic workflows. For example, we also use this framework for automated code scanning alert triage.
 
 The framework includes a [CodeQL](https://codeql.github.com/) MCP server that can be used for Agentic code review, see the [CVE-2023-2283](examples/taskflows/CVE-2023-2283.yaml) taskflow for an example of how to have an Agent review C code using a CodeQL database ([demo video](https://www.youtube.com/watch?v=eRSPSVW8RMo)).
 

src/seclab_taskflow_agent/__main__.py

@@ -27,6 +27,7 @@
 
 from .agent import DEFAULT_MODEL, TaskAgent, TaskAgentHooks, TaskRunHooks
 from .available_tools import AvailableTools
+from .banner import get_banner
 from .capi import get_AI_token, list_tool_call_models
 from .env_utils import TmpEnv
 from .mcp_utils import (
@@ -82,9 +83,8 @@ def parse_prompt_args(available_tools: AvailableTools, user_prompt: str | None =
     # parser.add_argument('remainder', nargs=argparse.REMAINDER, help="Remaining args")
     help_msg = parser.format_help()
     help_msg += "\nExamples:\n\n"
-    help_msg += "`-p assistant explain modems to me please`\n"
-    help_msg += "`-t example -g fruit=apples`\n"
-    help_msg += "`-t example -g fruit=apples -g color=red`\n"
+    help_msg += "`-p seclab_taskflow_agent.personalities.assistant explain modems to me please`\n"
+    help_msg += "`-t examples.taskflows.example_globals -g fruit=apples`\n"
     try:
         args = parser.parse_known_args(user_prompt.split(" ") if user_prompt else None)
     except SystemExit as e:
@@ -677,4 +677,5 @@ async def _deploy_task_agents(resolved_agents, prompt):
         print(help_msg)
         sys.exit(1)
 
+    print(get_banner()) # print banner only before starting main event loop
     asyncio.run(main(available_tools, p, t, cli_globals, user_prompt), debug=True)

src/seclab_taskflow_agent/banner.py

@@ -0,0 +1,38 @@
+# SPDX-FileCopyrightText: 2026 GitHub
+# SPDX-License-Identifier: MIT
+
+from .capi import get_AI_endpoint
+
+def get_banner():
+    api_endpoint = get_AI_endpoint()
+    banner = f"""
+    ╔══════════════════════════════════════════════════════════════════╗
+    ║                                                                  ║
+    ║          ██████╗ ██╗████████╗██╗  ██╗██╗   ██╗██████╗            ║
+    ║         ██╔════╝ ██║╚══██╔══╝██║  ██║██║   ██║██╔══██╗           ║
+    ║         ██║  ███╗██║   ██║   ███████║██║   ██║██████╔╝           ║
+    ║         ██║   ██║██║   ██║   ██╔══██║██║   ██║██╔══██╗           ║
+    ║         ╚██████╔╝██║   ██║   ██║  ██║╚██████╔╝██████╔╝           ║
+    ║          ╚═════╝ ╚═╝   ╚═╝   ╚═╝  ╚═╝ ╚═════╝ ╚═════╝            ║
+    ║                                                                  ║
+    ║  ███████╗███████╗ ██████╗██╗   ██╗██████╗ ██╗████████╗██╗   ██╗  ║
+    ║  ██╔════╝██╔════╝██╔════╝██║   ██║██╔══██╗██║╚══██╔══╝╚██╗ ██╔╝  ║
+    ║  ███████╗█████╗  ██║     ██║   ██║██████╔╝██║   ██║    ╚████╔╝   ║
+    ║  ╚════██║██╔══╝  ██║     ██║   ██║██╔══██╗██║   ██║     ╚██╔╝    ║
+    ║  ███████║███████╗╚██████╗╚██████╔╝██║  ██║██║   ██║      ██║     ║
+    ║  ╚══════╝╚══════╝ ╚═════╝ ╚═════╝ ╚═╝  ╚═╝╚═╝   ╚═╝      ╚═╝     ║
+    ║                                                                  ║
+    ║                    ██╗      █████╗ ██████╗                       ║
+    ║                    ██║     ██╔══██╗██╔══██╗                      ║
+    ║                    ██║     ███████║██████╔╝                      ║
+    ║                    ██║     ██╔══██║██╔══██╗                      ║
+    ║                    ███████╗██║  ██║██████╔╝                      ║
+    ║                    ╚══════╝╚═╝  ╚═╝╚═════╝                       ║
+    ║                                                                  ║
+    ║                        TASKFLOW AGENT                            ║
+    ║                                                                  ║
+    ╠══════════════════════════════════════════════════════════════════╣
+    ║ AI API Endpoint: {api_endpoint:<48}║
+    ╚══════════════════════════════════════════════════════════════════╝
+    """
+    return banner