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๐Ÿ•น๏ธ AppMod Lab: Customize SQUAD teams with domain-specific agents and ceremonies โ€” Healthcare platform

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โšก SQUAD Team Customization Lab ๐ŸŽฎ

โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ•—   โ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—     
โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—    
โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘    
โ•šโ•โ•โ•โ•โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘โ–„โ–„ โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘    
โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•    
โ•šโ•โ•โ•โ•โ•โ•โ• โ•šโ•โ•โ–€โ–€โ•โ•  โ•šโ•โ•โ•โ•โ•โ• โ•šโ•โ•  โ•šโ•โ•โ•šโ•โ•โ•โ•โ•โ•     
                                               
 โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•—   โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ•—   โ–ˆโ–ˆโ–ˆโ•—
โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ•šโ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ•‘
โ–ˆโ–ˆโ•‘     โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ–ˆโ–ˆโ–ˆโ–ˆโ•”โ–ˆโ–ˆโ•‘
โ–ˆโ–ˆโ•‘     โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ•šโ•โ•โ•โ•โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘โ•šโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ•‘
โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘   โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ•‘ โ•šโ•โ• โ–ˆโ–ˆโ•‘
 โ•šโ•โ•โ•โ•โ•โ• โ•šโ•โ•โ•โ•โ•โ• โ•šโ•โ•โ•โ•โ•โ•โ•   โ•šโ•โ•    โ•šโ•โ•โ•โ•โ•โ• โ•šโ•โ•     โ•šโ•โ•

๐ŸŒŸ QUEST OVERVIEW

BUILD YOUR ULTIMATE DEV PARTY! ๐ŸŽฒโš”๏ธ

Transform your SQUAD from a stock team into a custom-tailored dream team of AI agents specialized for YOUR domain! Like assembling the perfect RPG party, you'll recruit domain-specific agents, configure their skill trees, and set up team ceremonies to tackle unique challenges.

๐ŸŽฏ Mission: Customize SQUAD for a healthcare SaaS app that needs HIPAA compliance agents, medical terminology validators, and data anonymizers โ€” agents that don't exist in the base game!


๐Ÿ“ฆ WHAT'S IN THE BOX

๐Ÿฅ Demo Application: MedBook Appointment Scheduling

A Go-based microservices backend for healthcare appointment scheduling that needs specialized agents to handle:

  • โš•๏ธ HIPAA compliance validation
  • ๐Ÿฅ Healthcare terminology checking (ICD-10, CPT codes)
  • ๐Ÿ” Patient data anonymization

๐Ÿ’Ž Tech Stack:

  • ๐Ÿ”น Go 1.22 + Gin web framework
  • ๐Ÿ”น gRPC for inter-service communication
  • ๐Ÿ”น PostgreSQL with pgx driver
  • ๐Ÿ”น Protocol Buffers
  • ๐Ÿ”น Kubernetes deployment
  • ๐Ÿ”น Base SQUAD configuration (ready to customize!)

๐ŸŽฎ LEVEL SELECT (BRANCH STRUCTURE)

Branch Description Status
legacy ๐Ÿš๏ธ Standard SQUAD config โ€” vanilla party โญ START HERE
step-1-custom-agent-definition ๐Ÿ“ Define agent charters & capabilities ๐ŸŽฏ QUEST 1
step-2-agent-implementation โš™๏ธ Implement custom agent configs ๐ŸŽฏ QUEST 2
step-3-ceremonies ๐ŸŽญ Configure team ceremonies ๐ŸŽฏ QUEST 3
step-4-skills-and-gates ๐ŸŒณ Add skills & quality gates ๐ŸŽฏ QUEST 4
step-5-integration-test ๐Ÿงช Test your custom party! ๐ŸŽฏ QUEST 5
solution ๐Ÿ† Fully customized SQUAD team โœจ VICTORY!
main ๐Ÿ“š Complete lab documentation ๐Ÿ“– GUIDE

๐ŸŽฏ LEARNING OBJECTIVES

SKILLS YOU'LL UNLOCK ๐ŸŒŸ

By completing this lab, you'll master:

โœ… CLASS SELECTION ๐Ÿง™ โ€” Define custom SQUAD agents with specialized roles
โœ… CHARTER WRITING ๐Ÿ“œ โ€” Create domain-specific agent instructions
โœ… CEREMONY CONFIG ๐ŸŽญ โ€” Set up standups, retros, and compliance reviews
โœ… SKILL TREE UNLOCKED ๐ŸŒณ โ€” Build domain-specific quality gates
โœ… PARTY COMPOSITION โš”๏ธ โ€” Integrate custom agents into SQUAD workflow
โœ… BATTLE TESTING โš”๏ธ โ€” Validate your custom agents on real tasks


โšก PREREQUISITES

REQUIRED XP ๐Ÿ“Š

Before starting this quest, make sure you have:

  • โœ… Completed "Getting Started with SQUAD" lab
  • โœ… Basic Go language familiarity (for reading the codebase)
  • โœ… Understanding of YAML configuration
  • โœ… GitHub Copilot access
  • โœ… Git installed and configured

โฑ๏ธ Estimated Duration: 3โ€“4 hours (grab some โ˜•!)


๐Ÿš€ QUICK START

๐ŸŽฌ GAME START!

# ๐ŸŒ€ CLONE THE QUEST
git clone https://github.com/EmeaAppGbb/appmodlab-squad-team-customization.git
cd appmodlab-squad-team-customization

# ๐Ÿš๏ธ START WITH LEGACY (vanilla SQUAD)
git checkout legacy

# ๐Ÿ“– OPEN THE COMPLETE GUIDE
# Check out APPMODLAB.md for full step-by-step instructions!

๐ŸŽจ WHAT YOU'LL BUILD

๐Ÿฆธ YOUR CUSTOM PARTY ROSTER

โš•๏ธ HIPAA Compliance Agent

  • ๐Ÿ›ก๏ธ Class: Compliance Guardian
  • ๐ŸŽฏ Special Ability: Scans code for PHI exposure, encryption gaps, audit logging
  • ๐Ÿ’ฌ Battle Cry: "No PHI left unprotected!"

๐Ÿฅ Domain Terminology Agent

  • ๐Ÿ“š Class: Medical Lexicon Master
  • ๐ŸŽฏ Special Ability: Validates ICD-10/CPT codes, healthcare terminology
  • ๐Ÿ’ฌ Battle Cry: "Proper terminology saves lives!"

๐Ÿ” Data Anonymizer Agent

  • ๐ŸŽญ Class: Privacy Rogue
  • ๐ŸŽฏ Special Ability: Generates anonymized test data, validates fixtures
  • ๐Ÿ’ฌ Battle Cry: "Real patients stay private!"

๐ŸŽญ CUSTOM CEREMONIES CONFIGURED

  • ๐Ÿ“… Weekly HIPAA Review โ€” Security-focused retrospective
  • ๐Ÿ—“๏ธ Sprint Planning with Compliance โ€” Factor in regulatory requirements
  • ๐Ÿ”„ Daily Healthcare Standup โ€” Domain-specific blockers

๐ŸŒณ SKILL TREES UNLOCKED

  • ๐Ÿ”น Go-specific linting rules
  • ๐Ÿ”น HIPAA compliance checklists
  • ๐Ÿ”น Healthcare terminology validation
  • ๐Ÿ”น Test data anonymization patterns
  • ๐Ÿ”น Domain-specific quality gates

๐Ÿ“ REPOSITORY STRUCTURE

appmodlab-squad-team-customization/
โ”œโ”€โ”€ ๐Ÿ“– README.md                    # You are here! ๐ŸŽฎ
โ”œโ”€โ”€ ๐Ÿ“š APPMODLAB.md                 # Complete step-by-step guide
โ”œโ”€โ”€ ๐Ÿฅ medbook/                     # Healthcare SaaS codebase
โ”‚   โ”œโ”€โ”€ cmd/                        # Microservices entry points
โ”‚   โ”‚   โ”œโ”€โ”€ appointment-service/    # Appointment scheduling
โ”‚   โ”‚   โ”œโ”€โ”€ provider-service/       # Healthcare provider mgmt
โ”‚   โ”‚   โ””โ”€โ”€ patient-service/        # Patient records
โ”‚   โ”œโ”€โ”€ internal/                   # Domain logic
โ”‚   โ”‚   โ”œโ”€โ”€ appointment/
โ”‚   โ”‚   โ”œโ”€โ”€ provider/
โ”‚   โ”‚   โ””โ”€โ”€ patient/
โ”‚   โ”œโ”€โ”€ proto/                      # Protocol Buffer definitions
โ”‚   โ”œโ”€โ”€ k8s/                        # Kubernetes manifests
โ”‚   โ”œโ”€โ”€ .squad/                     # โšก SQUAD CONFIGURATION
โ”‚   โ”‚   โ”œโ”€โ”€ team.yml                # Team config (customize this!)
โ”‚   โ”‚   โ””โ”€โ”€ agents/                 # Agent definitions
โ”‚   โ”‚       โ”œโ”€โ”€ brain/              # ๐Ÿง  Brain (standard)
โ”‚   โ”‚       โ”œโ”€โ”€ hands/              # ๐Ÿ™Œ Hands (standard)
โ”‚   โ”‚       โ”œโ”€โ”€ eyes/               # ๐Ÿ‘€ Eyes (standard)
โ”‚   โ”‚       โ”œโ”€โ”€ mouth/              # ๐Ÿ’ฌ Mouth (standard)
โ”‚   โ”‚       โ”œโ”€โ”€ hipaa/              # โš•๏ธ HIPAA (CUSTOM!)
โ”‚   โ”‚       โ”œโ”€โ”€ terminology/        # ๐Ÿฅ Terminology (CUSTOM!)
โ”‚   โ”‚       โ””โ”€โ”€ anonymizer/         # ๐Ÿ” Anonymizer (CUSTOM!)
โ”‚   โ””โ”€โ”€ tests/                      # Test suites
โ””โ”€โ”€ .github/                        # CI/CD workflows
    โ””โ”€โ”€ workflows/
        โ””โ”€โ”€ squad-gates.yml         # Custom quality gates

๐ŸŽฏ KEY CONCEPTS

๐Ÿงฉ SQUAD ARCHITECTURE 101

Base Party (Standard SQUAD):

  • ๐Ÿง  Brain โ€” Architectural decisions
  • ๐Ÿ™Œ Hands โ€” Code implementation
  • ๐Ÿ‘€ Eyes โ€” Code review
  • ๐Ÿ’ฌ Mouth โ€” Communication & documentation

๐ŸŽจ Customization Powers:

  1. Custom Agents โ€” Add domain-specific party members
  2. Agent Charters โ€” Define specialized review criteria
  3. Ceremonies โ€” Configure team rituals (standups, retros)
  4. Skills โ€” Build custom capabilities (linters, validators)
  5. Quality Gates โ€” Require custom agent approval before merge

๐Ÿ† ACCEPTANCE CRITERIA

QUEST COMPLETION CHECKLIST โœ…

  • ๐Ÿฅ Base MedBook codebase runs with standard SQUAD
  • โš•๏ธ HIPAA Compliance Agent defined with review checklist
  • ๐Ÿฅ Domain Terminology Agent validates healthcare terms
  • ๐Ÿ” Data Anonymizer Agent generates anonymized test data
  • ๐ŸŽญ Custom ceremonies configured and documented
  • ๐Ÿ›ก๏ธ Quality gates require custom agent approval
  • โš”๏ธ Custom agents produce meaningful output on healthcare code
  • ๐Ÿ“– APPMODLAB.md guide is complete and reproducible
  • ๐Ÿ’ฌ Configuration files have inline documentation

๐ŸŽ“ LEARNING PATH

๐Ÿ—บ๏ธ RECOMMENDED QUEST ORDER

  1. ๐Ÿ“– Read the Manual โ€” Review APPMODLAB.md for full instructions
  2. ๐Ÿ” Explore Base Config โ€” Check out legacy branch, understand vanilla SQUAD
  3. ๐Ÿ“ Define Agents โ€” Branch step-1-custom-agent-definition
  4. โš™๏ธ Implement Config โ€” Branch step-2-agent-implementation
  5. ๐ŸŽญ Setup Ceremonies โ€” Branch step-3-ceremonies
  6. ๐ŸŒณ Add Skills & Gates โ€” Branch step-4-skills-and-gates
  7. ๐Ÿงช Battle Test โ€” Branch step-5-integration-test
  8. ๐Ÿ† Compare Solution โ€” Check solution branch
  9. ๐ŸŽจ Customize Further โ€” Make it your own!

๐Ÿ’ก PRO TIPS

โšก POWER-UPS FOR SUCCESS

  • ๐ŸŽฏ Start Small โ€” Add one custom agent before building all three
  • ๐Ÿ“ Write Good Charters โ€” Clear agent instructions = better results
  • ๐Ÿงช Test Early โ€” Validate each agent as you build it
  • ๐Ÿ”„ Iterate โ€” Refine agent behavior based on real output
  • ๐Ÿ“– Document Everything โ€” Future teams will thank you!
  • ๐ŸŽจ Get Creative โ€” SQUAD is flexible โ€” experiment!

๐ŸŒˆ SQUAD CUSTOMIZATION PHILOSOPHY

"SQUAD isn't a rigid framework โ€” it's a platform for building YOUR perfect team!" ๐ŸŽฎ

Every organization has unique:

  • ๐Ÿข Domain requirements (healthcare, finance, gaming, etc.)
  • ๐Ÿ”ง Tech stack preferences (Go, Python, Java, etc.)
  • ๐Ÿ“‹ Quality standards (compliance, security, performance)
  • ๐ŸŽญ Team rituals (ceremonies, workflows, gates)

SQUAD's superpower is flexibility โ€” you can tailor it to YOUR world! ๐ŸŒโœจ


๐Ÿค CONTRIBUTING

Want to enhance this lab? ๐Ÿš€

  1. ๐Ÿด Fork the repository
  2. ๐ŸŒฟ Create a feature branch (git checkout -b feature/amazing-agent)
  3. โœจ Make your changes
  4. ๐Ÿ“ Commit with descriptive messages
  5. ๐Ÿš€ Push to your fork
  6. ๐ŸŽฏ Open a Pull Request

Ideas for contributions:

  • ๐ŸŽจ More custom agent examples (FinTech, Gaming, etc.)
  • ๐Ÿ“š Additional ceremony templates
  • ๐Ÿ› ๏ธ Tool integrations
  • ๐Ÿ“– Documentation improvements
  • ๐Ÿ› Bug fixes

๐Ÿ“š ADDITIONAL RESOURCES

๐Ÿ”— HELPFUL LINKS


๐Ÿ“ž SUPPORT & FEEDBACK

๐Ÿ†˜ NEED HELP?

  • ๐Ÿ’ฌ Open an issue in this repository
  • ๐Ÿ“ง Contact the App Modernization team
  • ๐Ÿ” Check APPMODLAB.md for detailed troubleshooting
  • ๐ŸŽฎ Join our community discussions

๐Ÿ“œ LICENSE

This lab is part of the App Modernization Labs collection.


๐ŸŽฎ READY PLAYER ONE?

โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•—
โ•‘  ๐ŸŽฏ PRESS START TO BEGIN YOUR QUEST! ๐ŸŽฏ     โ•‘
โ•‘                                              โ•‘
โ•‘  git checkout legacy                         โ•‘
โ•‘  code APPMODLAB.md                           โ•‘
โ•‘                                              โ•‘
โ•‘  โšก MAY YOUR AGENTS BE EVER SPECIALIZED! โšก  โ•‘
โ•šโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•

Built with ๐Ÿ’œ by the Azure App Modernization GBB Team

๐ŸŒŸ POWER UP YOUR SQUAD! CUSTOMIZE YOUR DESTINY! ๐ŸŒŸ


๐Ÿ ACHIEVEMENT UNLOCKED

"Custom Agent Master" ๐Ÿ†
You've learned to build domain-specific AI agents and create the ultimate dev team!

    โญโญโญโญโญ
   LEGEND STATUS
   โญโญโญโญโญ

NOW GO FORTH AND BUILD! ๐Ÿš€โœจ

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๐Ÿ•น๏ธ AppMod Lab: Customize SQUAD teams with domain-specific agents and ceremonies โ€” Healthcare platform

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