JAEGIS Expanded Agent Classification System - 24 Agent Framework

Classification Overview

Total Agents: 24 agents Classification Framework: 4-tier system for optimal workflow integration Goal: True Full Team Participation with intelligent activation and meaningful contributions

4-Tier Agent Classification System

Tier 1: ORCHESTRATOR (1 Agent)

Purpose: System coordination and workflow management Activation: Always active as system controller

  1. JAEGIS Master Orchestrator

    • Name: JAEGIS

    • Role: Master AI Agent Orchestrator

    • Activation: Always active (system controller)

    • Priority: 1

    • Full Team Participation: Not applicable (orchestrator role)

Tier 2: PRIMARY (3 Agents)

Purpose: Core workflow leadership and essential functions Activation: Always activated in both Documentation and Full Development modes Criteria: Essential for any project workflow, provide foundational expertise

  1. Product Manager

    • Name: John

    • Role: Strategic Product Manager

    • Expertise: Business requirements, stakeholder coordination, value proposition

    • Activation: Always active

    • Priority: 2

    • Workflow Importance: Critical - Business foundation

  2. System Architect

    • Name: Fred

    • Role: Strategic System Architect

    • Expertise: Technical architecture, system design, scalability

    • Activation: Always active

    • Priority: 3

    • Workflow Importance: Critical - Technical foundation

  3. Task Breakdown Specialist

    • Name: Tyler

    • Role: Task Breakdown and Implementation Planning

    • Expertise: Task decomposition, acceptance criteria, implementation planning

    • Activation: Always active

    • Priority: 4

    • Workflow Importance: Critical - Implementation foundation

Tier 3: SECONDARY (16 Agents)

Purpose: Domain expertise and specialized knowledge Activation: Activated with Full Team Participation or selective based on project needs Criteria: Provide specialized domain expertise that enhances project quality

  1. Design Architect

    • Name: Jane

    • Role: UI/UX Design Architect

    • Expertise: User experience, interface design, accessibility, frontend architecture

    • Integration Points: UX planning, design validation, accessibility compliance

    • Priority: 3

  2. Platform Engineer

    • Name: Alex

    • Role: Infrastructure and Platform Engineering

    • Expertise: Infrastructure, security, deployment, performance optimization

    • Integration Points: Infrastructure planning, security assessment, deployment strategy

    • Priority: 4

  3. Full Stack Developer

    • Name: James

    • Role: Full Stack Development

    • Expertise: Implementation, code quality, technical debt, integration

    • Integration Points: Implementation planning, code quality standards, technical feasibility

    • Priority: 5

  4. Validation Specialist

    • Name: Sage

    • Role: Validation and Quality Assurance

    • Expertise: Dependency validation, security review, compliance, risk assessment

    • Integration Points: Validation review, security compliance, risk analysis

    • Priority: 0

  5. Data Engineer

    • Name: Dakota

    • Role: Data Architecture and Engineering

    • Expertise: Data architecture, database design, data processing, privacy

    • Integration Points: Data planning, privacy compliance, storage optimization

    • Priority: 4

  6. QA Specialist

    • Name: Sentinel

    • Role: Quality Assurance and Testing

    • Expertise: Testing strategy, quality standards, risk assessment, validation

    • Integration Points: Quality planning, testing strategy, validation procedures

    • Priority: 5

  7. Technical Writer

    • Name: DocQA

    • Role: Technical Documentation

    • Expertise: Technical documentation, user guides, content standards, accessibility

    • Integration Points: Documentation planning, content standards, user guide creation

    • Priority: 6

  8. Agent Creator

    • Name: Creator

    • Role: AI Agent Design and Creation

    • Expertise: Agent architecture, persona design, capability definition

    • Integration Points: Agent optimization, capability enhancement, system evolution

    • Priority: 7

  9. Business Analyst

    • Name: Analyst

    • Role: Data Analysis and Business Intelligence

    • Expertise: Data analysis, business insights, metrics, reporting

    • Integration Points: Requirements analysis, data insights, performance metrics

    • Priority: 6

  10. Time Management Specialist

    • Name: Chronos

    • Role: Project Timing and Schedule Management

    • Expertise: Timeline planning, milestone management, resource scheduling

    • Integration Points: Timeline validation, milestone planning, resource optimization

    • Priority: 5

  11. Content Optimization Specialist

    • Name: Chunky

    • Role: Content Processing and Optimization

    • Expertise: Content analysis, optimization, processing, information architecture

    • Integration Points: Content strategy, information architecture, content optimization

    • Priority: 6

  12. Meta Orchestrator

    • Name: Meta

    • Role: High-Level Coordination and Strategy

    • Expertise: Strategic coordination, high-level planning, system optimization

    • Integration Points: Strategic planning, coordination optimization, system evolution

    • Priority: 2

  13. Recovery Specialist

    • Name: Phoenix

    • Role: System Recovery and Resilience

    • Expertise: Error recovery, system resilience, failure analysis, continuity planning

    • Integration Points: Risk mitigation, recovery planning, resilience validation

    • Priority: 4

  14. Product Owner

    • Name: PO

    • Role: Product Ownership and Backlog Management

    • Expertise: Product ownership, backlog prioritization, stakeholder management

    • Integration Points: Product strategy, backlog planning, stakeholder coordination

    • Priority: 3

  15. Scrum Master

    • Name: SM

    • Role: Agile Process Facilitation

    • Expertise: Agile methodologies, process facilitation, team coordination

    • Integration Points: Process optimization, team coordination, agile planning

    • Priority: 4

  16. Integration Specialist

    • Name: Synergy

    • Role: System Integration and Synergy Optimization

    • Expertise: System integration, synergy optimization, cross-functional coordination

    • Integration Points: Integration planning, synergy optimization, cross-team coordination

    • Priority: 5

Tier 4: SPECIALIZED (4 Agents)

Purpose: Highly specialized or context-specific expertise Activation: Conditional based on specific project requirements or technology needs Criteria: Provide niche expertise for specific scenarios or technologies

  1. Web Agent Creator

    • Name: WebCreator

    • Role: Web-Specific Agent Creation

    • Expertise: Web technologies, browser-specific optimization, web agent architecture

    • Activation Criteria: Web-focused projects, browser applications

    • Priority: 8

  2. IDE Integration Specialist

    • Name: IDEDev

    • Role: IDE Integration and Development

    • Expertise: IDE integration, development environment optimization, tooling

    • Activation Criteria: IDE-focused projects, development tooling

    • Priority: 8

  3. DevOps IDE Specialist

    • Name: DevOpsIDE

    • Role: DevOps IDE Integration

    • Expertise: DevOps tooling, CI/CD integration, deployment automation in IDEs

    • Activation Criteria: DevOps-focused projects, CI/CD optimization

    • Priority: 8

  4. Advanced IDE Developer

    • Name: AdvancedIDE

    • Role: Advanced IDE Development

    • Expertise: Complex IDE features, advanced tooling, IDE architecture

    • Activation Criteria: Complex IDE projects, advanced development environments

    • Priority: 8

Classification Criteria Framework

Tier Assignment Criteria

PRIMARY Tier Criteria

  • Essential for all workflows: Required regardless of project type

  • Foundational expertise: Provides core business, technical, or implementation foundation

  • High workflow impact: Absence significantly impacts project success

  • Cross-functional value: Valuable across all project types and domains

SECONDARY Tier Criteria

  • Domain expertise: Specialized knowledge that enhances project quality

  • Workflow enhancement: Improves project outcomes when included

  • Broad applicability: Valuable for most project types

  • Quality multiplier: Significantly improves deliverable quality

SPECIALIZED Tier Criteria

  • Niche expertise: Highly specific knowledge for particular scenarios

  • Conditional value: Valuable only for specific project types or technologies

  • Context-dependent: Activation depends on specific requirements

  • Specialized scenarios: Most valuable in particular contexts

Activation Logic Framework

Full Team Participation Mode

  • Tier 1: Always active (orchestrator)

  • Tier 2: Always active (primary agents)

  • Tier 3: All 16 agents activated for comprehensive coverage

  • Tier 4: Selective activation based on project analysis

Selective Mode

  • Tier 1: Always active (orchestrator)

  • Tier 2: Always active (primary agents)

  • Tier 3: Intelligent selection based on project requirements (3-8 agents typically)

  • Tier 4: Activated only when specific criteria met

Integration Point Mapping

Universal Integration Points (All Tiers 2-3)

  1. Project Analysis Phase: Domain-specific analysis and requirements gathering

  2. Collaborative Planning Phase: Multi-perspective planning and coordination

  3. Implementation Phase: Specialized expertise during execution

  4. Quality Validation Phase: Domain-specific quality assurance and validation

  5. Documentation Phase: Specialized documentation and knowledge transfer

Specialized Integration Points (Tier 4)

  1. Technology Assessment Phase: Specialized technology evaluation

  2. Tool Integration Phase: Specific tooling and integration requirements

  3. Advanced Implementation Phase: Complex or specialized implementation needs

  4. Specialized Validation Phase: Technology-specific validation requirements

Performance Optimization Strategy

Parallel Processing Groups

  • Group A: Business & Strategy (John, PO, Meta, Analyst)

  • Group B: Technical Architecture (Fred, Alex, Dakota, Phoenix)

  • Group C: Implementation & Quality (Tyler, James, Sentinel, Sage)

  • Group D: User Experience & Content (Jane, DocQA, Chunky)

  • Group E: Process & Coordination (SM, Chronos, Synergy)

  • Group F: Specialized & Creation (Creator, WebCreator, IDEDev, DevOpsIDE, AdvancedIDE)

Resource Allocation Strategy

  • High Priority Agents (1-4): Maximum resource allocation

  • Medium Priority Agents (5-6): Standard resource allocation

  • Lower Priority Agents (7-8): Optimized resource allocation

  • Conditional Agents: Resource allocation only when activated

Success Metrics for 24-Agent System

Participation Metrics

  • Full Team Mode: 20+ agents actively contributing (Tiers 1-3 + selective Tier 4)

  • Selective Mode: 7-12 agents actively contributing (Tiers 1-2 + selective Tier 3)

  • Meaningful Contribution Rate: >90% of activated agents provide meaningful contributions

  • Quality Score: >8.5/10 average quality across all agent contributions

Performance Metrics

  • Activation Time: <10 seconds for full 24-agent system initialization

  • Response Time: <5 seconds for individual agent contributions

  • Parallel Processing Efficiency: >70% parallel processing utilization

  • Resource Utilization: <80% system resource usage at peak operation

Status: ✅ COMPREHENSIVE 24-AGENT CLASSIFICATION COMPLETE - Ready for implementation

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