AI Workforce Documentation

Overview

This section documents the specialized AI agents that power development workflows for the Momentum Learning Management Platform. These agents work together to deliver high-quality code, comprehensive testing, robust security, and thorough documentation.

Contents

Specialized Agents

Comprehensive catalog of all available AI agents, their capabilities, tools, and use cases. Includes:

  • Development agents (orchestrators, builders, testers)
  • Security and compliance agents
  • Performance and architecture agents
  • Documentation and quality agents

Quick Reference

Agent Categories

Category Agents Primary Use
General general-purpose Multi-step tasks
Exploration Explore, Plan Codebase analysis, planning
Development develop-workflow-orchestrator Full-stack development
Testing test-engineer, root-cause-analyzer Testing, debugging
Security security-auditor, config-safety-reviewer Security, configuration
Architecture systems-architect, performance-tuner Design, optimization
Documentation docs-writer Technical writing
Quality refactor-expert Code quality, refactoring

When to Use Which Agent 

Need to...                          Use...
────────────────────────────────────────────────────
Build a feature                   → develop-workflow-orchestrator
Debug a complex issue             → root-cause-analyzer
Generate tests                    → test-engineer
Review security                   → security-auditor
Optimize performance              → performance-tuner
Write documentation               → docs-writer
Refactor code                     → refactor-expert
Plan architecture                 → systems-architect
Explore codebase                  → Explore
Validate configuration            → config-safety-reviewer

Common Workflows

Feature Development 

Plan → develop-workflow-orchestrator → test-engineer →
security-auditor → docs-writer

Bug Fix 

root-cause-analyzer → [Fix] → test-engineer → docs-writer

Production Deployment 

security-auditor → config-safety-reviewer →
performance-tuner → test-engineer

Code Review 

refactor-expert → security-auditor →
config-safety-reviewer → test-engineer → docs-writer

Quality Standards

All agents adhere to project quality standards:

  • Code Coverage: >80% for all new code
  • TypeScript: Strict mode compliance
  • Security: OWASP Top 10 compliance
  • Performance: API P95 <300ms, Page load <2s
  • Documentation: YAML front matter required

Integration with Development

Proactive Agent Use

Agents are used proactively when their expertise is needed:

  • test-engineer auto-generates tests for new features
  • security-auditor reviews authentication changes
  • config-safety-reviewer validates production configs
  • docs-writer documents all API changes

Agent Chaining

Multiple agents work together for comprehensive results:

  1. Development agent builds feature
  2. Testing agent validates functionality
  3. Security agent reviews vulnerabilities
  4. Documentation agent creates docs
  5. Architecture agent validates design

Parallel Execution

Independent tasks run in parallel for efficiency:

// Run simultaneously
Task(test-engineer) + Task(security-auditor) + Task(docs-writer)

Best Practices

  1. Use Specialized Agents: Don’t use general-purpose for specialized tasks
  2. Provide Clear Context: Detailed prompts get better results
  3. Chain Agents: Combine for comprehensive workflows
  4. Leverage Parallelism: Run independent tasks concurrently
  5. Resume When Needed: Continue agent work with resume capability

Last Updated: 2025-12-24 Status: Active Maintained By: Development Team

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