I need to ask how I could possibly use Hermes to arrange graphical illustrations of system workflows in apps - I have to build some complex apps like the dental app and it can be difficult testing an app in which you have little knowledge of the business/profession, like dentistry for example - what i need is for hermes to assist me with easy-to-follow walk-throughs so that I can sufficiently test the software
To bridge the gap between complex software engineering and deep domain expertise (like dentistry), you can use Hermes to generate interactive visual walkthroughs and executable testing scripts.
By feeding your existing prompt_builder.py system with structural application metadata and professional clinical guidelines, Hermes can synthesize direct visual flows and clear test procedures.
Because Hermes is a text-based LLM, you can train its per-skill context to generate functional Mermaid.js code. This code instantly renders into interactive graphic flowcharts inside your frontend workspace or markdown files.
Add this template to a new skill card in your AI Control Centre called system_workflow_mapper:
category: "Engineering & QA Support"
tags: ["testing", "mermaid-diagrams", "clinical-workflows", "walkthroughs"]
instructions: |
You are an expert Medical Software QA Architect and Senior Dentist.
Your job is to translate complex dental application backend logic into clear, visual end-to-end testing maps using Mermaid.js syntax.
When given an app component or clinical concept, output:
1. A clear, short summary explaining the real-world business rule (the 'why').
2. A scannable Mermaid.js flowchart mapping the user interface steps, backend processing events, and database mutations.
3. A step-by-step testing walkthrough with exact data inputs and expected results.
If you ask Hermes: "Map out the end-to-end clinical workflow and testing steps for a clinician processing an NHS Band 2 FP17 claim form with tooth extractions," it will instantly return this scannable block:
An NHS Band 2 claim covers active treatments like extractions or fillings. To be legally valid for NHSBSA reimbursement, it must include a diagnostic notation on specific teeth using the FDI World Dental Federation notation system, linked to a completed clinical note signed off by a GDC-registered clinician.
Once the visual flowchart is built, Hermes can break down the exact operational steps into low-friction testing scripts. This lets developers mock data realistically without needing a dental background.
Here is how Hermes can frame a domain walkthrough based on your specific system modules:
test-client-dental as receptionist. Navigate to /appointments/booking/.client_vps_postgres instance to ensure dental_dentalscheduleblock updates its allocation window to ACTIVE.You can plug this feature directly into your development workflow by building a specialized management command. This command scans your local Django models and asks Hermes to write your test blueprints automatically:
# dental/management/commands/generate_testing_map.py
from django.core.management.base import BaseCommand
from integrations.agent_service import AgentService
class Command(BaseCommand):
help = "Asks Hermes to create a scannable visual map and testing guide for a target application model."
def add_arguments(self, parser):
parser.add_argument('target_module', type=str, help="e.g., 'fp17claim' or 'radiograph_ai'")
def handle(self, *args, **options):
module = options['target_module']
prompt = f"""
Generate an easy-to-follow QA testing walkthrough and Mermaid.js diagram for the '{module}' system module inside our multi-tenant dental app.
Explain the essential dental business logic that a non-clinical software developer needs to know to thoroughly test it.
"""
# Call your existing agent orchestration service layer
response = AgentService.execute_inference(prompt, skill="system_workflow_mapper")
self.stdout.write(response)
To tailormake this walkthrough framework for your immediate engineering sprint, let me know: