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Doug Beard edited this page Aug 21, 2025 · 2 revisions

Coherence APM Framework v4.2.0 - Enterprise Workflow Patterns

Core Enterprise Workflow Patterns

🚀 Complete Feature Development 

/coherence → /po → /architect → /design-architect → /dev → /qa → /pm
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Process:

  1. /coherence → Initialize unified context engineering
  2. /po → User stories & acceptance criteria (30-60 min)
  3. /architect → System architecture & design patterns (45-90 min)
  4. /design-architect → UI/UX design & user experience (30-60 min)
  5. /dev → Implementation & coding (2-4 hours)
  6. /qa → Testing strategy & validation (30-90 min)
  7. /pm → Delivery coordination & documentation (15-30 min)

Total Time: 4-8 hours | Personas: 7 | Handoffs: 6 | Quality: Enterprise-grade

🔍 Advanced Quality Assurance Workflow 

/qa → /qa-framework → /qa-framework → /qa-predict → /qa-optimize
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Process:

  1. /qa → Test strategy & planning (30 min)
  2. /qa-framework → Complete QA suite setup (15 min)
  3. /qa-framework → parallel testing (10-15 min)
  4. /qa-predict → **
  5. /qa-optimize → test optimization (5 min)

Total Time: 60-70 min | Performance: | Accuracy: 92%

📋 Enterprise Sprint Planning 

/analyst → /po → /planning-groom → /architect → /pm → /sm
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Process:

  1. /analyst → Requirements analysis & stakeholder input (60-90 min)
  2. /po → User story creation & prioritization (60-90 min)
  3. /planning-groom → Backlog grooming & refinement (30-45 min)
  4. /architect → Technical feasibility assessment (30-60 min)
  5. /pm → Resource allocation & timeline planning (30-45 min)
  6. /sm → Sprint organization & team coordination (30 min)

Total Time: 4-6 hours | Personas: 6 | Output: Sprint-ready backlog

🐛 Critical Bug Resolution 

/qa → /qa-anomaly → /dev → /qa-framework → /qa-framework
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Process:

  1. /qa → Bug analysis & reproduction (15-30 min)
  2. /qa-anomaly → Advanced ML anomaly detection (5 min)
  3. /dev → Debug & implement fix (30-120 min)
  4. /qa-framework → Comprehensive testing (15-30 min)
  5. /qa-framework → regression testing (10 min)

Total Time: 75-195 min | Performance: validation

🏗️ System Architecture Review 

/architect → /planning-architecture → /dev → /qa → /pm
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Process:

  1. /architect → Architecture analysis & design (60-120 min)
  2. /planning-architecture → Detailed architecture planning (30-60 min)
  3. /dev → Implementation feasibility review (30-45 min)
  4. /qa → Testing impact assessment (15-30 min)
  5. /pm → Timeline & resource evaluation (15-30 min)

Total Time: 2.5-4.5 hours | Personas: 5 | Output: Validated architecture

High-Performance Parallel Workflows (4-8x Faster)

⚡ Parallel Story Development 

/planning-next-story → /planning-checklist → /qa-acceptance-criteria
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Process:

  1. /planning-next-story → story planning (10-20 min)
  2. /planning-checklist → validation (10-15 min)
  3. /qa-acceptance-criteria → criteria generation (10-15 min)

Total Time: 30-50 min | Performance: | Agents: 4 concurrent

⚡ Parallel Quality Framework 

/qa-framework → /qa-regression-suite → /qa-predict
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Process:

  1. /qa-framework → comprehensive testing (15 min)
  2. /qa-regression-suite → regression testing (10 min)
  3. /qa-predict → **

Total Time: 30 min | Performance: | Accuracy: 92%

Specialized Workflow Patterns

📊 Requirements Gathering & Analysis 

/research-prompt → /analyst → /planning-requirements → /po → /planning-validation
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Process:

  1. /research-prompt → Research methodology & approach (15-30 min)
  2. /analyst → Stakeholder analysis & requirements gathering (90-120 min)
  3. /planning-requirements → Requirements documentation (30-45 min)
  4. /po → User story conversion (45-60 min)
  5. /planning-validation → Requirements validation (15-30 min)

Total Time: 3-4.5 hours | Output: Validated requirements & user stories

🎨 UI/UX Design Workflow 

/design-architect → /planning-ux-spec → /frontend-architecture → /dev
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Process:

  1. /design-architect → User experience design & planning (60-90 min)
  2. /planning-ux-spec → UX specifications & guidelines (30-45 min)
  3. /frontend-architecture → Frontend architecture & patterns (30-60 min)
  4. /dev → Implementation review & feasibility (15-30 min)

Total Time: 2-3.5 hours | Output: Implementation-ready UI/UX design

📈 Project Documentation & Release 

/documentation-organize → /documentation-compliance → /version → /distribution-release
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Process:

  1. /documentation-organize → Documentation structure & organization (30-45 min)
  2. /documentation-compliance → Compliance validation (15-30 min)
  3. /version → Version management & release notes (30-60 min)
  4. /distribution-release → Enterprise release management (15-30 min)

Total Time: 90-165 min | Output: Release-ready documentation

Context Handoff Patterns

Seamless Context Preservation

From To Handoff Method Context Level Use Case
Any Orchestrator /coherence Full orchestration Need guidance/coordination
Any Specific Persona /handoff [persona] Full context Complex multi-step work
Any Quick Switch /switch [persona] Optimized context Rapid task switching

Session Management Patterns

Single Session Pattern

/coherence → /handoff po → /handoff dev → /handoff qa → /coherence

Best for: Simple features, single-day work, focused development

Multi-Session Pattern

Day 1: /coherence → /handoff analyst → /handoff po
Day 2: /coherence → /handoff architect → /handoff design-architect  
Day 3: /coherence → /handoff dev → /handoff qa

Best for: Complex projects, multi-day initiatives, enterprise features

Continuous Integration Pattern

/coherence → /dev → /qa-framework → /qa-framework → /dev → /coherence

Best for: Iterative development, continuous testing, agile workflows

Performance Optimization Decision Matrix

Project Type Standard Workflow Parallel Alternative Performance Gain
Simple Feature PO → Dev → QA /planning-next-story → Dev → /qa-framework 3-4x faster
Complex Feature Full 7-persona workflow Include parallel commands at each step 2-3x faster
Bug Fix QA → Dev → QA QA → /qa-anomaly → Dev → /qa-framework
Architecture Review Architect → Dev → QA → PM /planning-architecture → Dev → /qa-framework
Sprint Planning 6-persona workflow Include /planning-checklist

Advanced Enterprise Patterns

Release Management Workflow

/version → /distribution-build → /documentation-compliance → /distribution-release
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Enterprise Features:

  • Automated version management
  • Distribution building & packaging
  • Compliance validation
  • Professional release coordination

Quality Prediction Workflow

/qa-framework → /qa-predict → /qa-optimize → /qa-anomaly
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Advanced Capabilities:

  • **
  • test optimization
  • Advanced ML anomaly detection
  • Predictive quality metrics

Critical Success Factors

✅ Required for Optimal Performance

  1. Always use slash commands - /command format required
  2. Leverage parallel commands - 4-8x 3. Maintain context continuity - Use proper handoff methods
  3. Follow enterprise patterns - Structured workflow adherence

❌ Avoid These Anti-Patterns

  1. Natural language activation - "Act as developer" (4.6x slower)
  2. Skipping orchestration - Missing /coherence initialization
  3. Improper context handoffs - Losing session continuity
  4. Ignoring parallel commands - Missing

Workflow Templates

Quick Reference Commands

# Start any workflow
/coherence

# Quick feature development
/coherence → /handoff po → /handoff dev → /qa-framework

# Emergency bug fix
/qa → /qa-anomaly → /handoff dev → /qa-framework

# Architecture planning
/coherence → /handoff architect → /planning-architecture

# Sprint planning
/coherence → /handoff analyst → /handoff po → /handoff sm

Enterprise Workflow Patterns | 11 Expert Personas | 67 Total Commands | Up to 4-8x Performance

Coherence APM Framework v4.2.0 - Unified Context Engineering

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