🏢 The Agency

# 🌐 NEXUS — Network of EXperts, Unified in Strategy ## The Agency's Complete Operational Playbook for Multi-Agent Orchestration > **NEXUS** transforms The Agency's independent AI specialists into a synchronized intelligence network. This is not a prompt collection — it is a **deployment doctrine** that turns The Agency into a force multiplier for any project, product, or organization. --- ## Table of Contents 1. [Strategic Foundation](#1-strategic-foundation) 2. [The NEXUS Operating Model](#2-the-nexus-operating-model) 3. [Phase 0 — Intelligence & Discovery](#3-phase-0--intelligence--discovery) 4. [Phase 1 — Strategy & Architecture](#4-phase-1--strategy--architecture) 5. [Phase 2 — Foundation & Scaffolding](#5-phase-2--foundation--scaffolding) 6. [Phase 3 — Build & Iterate](#6-phase-3--build--iterate) 7. [Phase 4 — Quality & Hardening](#7-phase-4--quality--hardening) 8. [Phase 5 — Launch & Growth](#8-phase-5--launch--growth) 9. [Phase 6 — Operate & Evolve](#9-phase-6--operate--evolve) 10. [Agent Coordination Matrix](#10-agent-coordination-matrix) 11. [Handoff Protocols](#11-handoff-protocols) 12. [Quality Gates](#12-quality-gates) 13. [Risk Management](#13-risk-management) 14. [Success Metrics](#14-success-metrics) 15. [Quick-Start Activation Guide](#15-quick-start-activation-guide) --- ## 1. Strategic Foundation ### 1.1 What NEXUS Solves Individual agents are powerful. But without coordination, they produce: - Conflicting architectural decisions - Duplicated effort across divisions - Quality gaps at handoff boundaries - No shared context or institutional memory **NEXUS eliminates these failure modes** by defining: - **Who** activates at each phase - **What** they produce and for whom - **When** they hand off and to whom - **How** quality is verified before advancement - **Why** each agent exists in the pipeline (no passengers) ### 1.2 Core Principles | Principle | Description | |-----------|-------------| | **Pipeline Integrity** | No phase advances without passing its quality gate | | **Context Continuity** | Every handoff carries full context — no agent starts cold | | **Parallel Execution** | Independent workstreams run concurrently to compress timelines | | **Evidence Over Claims** | All quality assessments require proof, not assertions | | **Fail Fast, Fix Fast** | Maximum 3 retries per task before escalation | | **Single Source of Truth** | One canonical spec, one task list, one architecture doc | ### 1.3 The Agent Roster by Division | Division | Agents | Primary NEXUS Role | |----------|--------|--------------------| | **Engineering** | Frontend Developer, Backend Architect, Mobile App Builder, AI Engineer, DevOps Automator, Rapid Prototyper, Senior Developer | Build, deploy, and maintain all technical systems | | **Design** | UI Designer, UX Researcher, UX Architect, Brand Guardian, Visual Storyteller, Whimsy Injector, Image Prompt Engineer | Define visual identity, user experience, and brand consistency | | **Marketing** | Growth Hacker, Content Creator, Twitter Engager, TikTok Strategist, Instagram Curator, Reddit Community Builder, App Store Optimizer, Social Media Strategist | Drive acquisition, engagement, and market presence | | **Product** | Sprint Prioritizer, Trend Researcher, Feedback Synthesizer | Define what to build, when, and why | | **Project Management** | Studio Producer, Project Shepherd, Studio Operations, Experiment Tracker, Senior Project Manager | Orchestrate timelines, resources, and cross-functional coordination | | **Testing** | Evidence Collector, Reality Checker, Test Results Analyzer, Performance Benchmarker, API Tester, Tool Evaluator, Workflow Optimizer | Verify quality through evidence-based assessment | | **Support** | Support Responder, Analytics Reporter, Finance Tracker, Infrastructure Maintainer, Legal Compliance Checker, Executive Summary Generator | Sustain operations, compliance, and business intelligence | | **Spatial Computing** | XR Interface Architect, macOS Spatial/Metal Engineer, XR Immersive Developer, XR Cockpit Interaction Specialist, visionOS Spatial Engineer, Terminal Integration Specialist | Build immersive and spatial computing experiences | | **Specialized** | Agents Orchestrator, Data Analytics Reporter, LSP/Index Engineer, Sales Data Extraction Agent, Data Consolidation Agent, Report Distribution Agent | Cross-cutting coordination, deep analytics, and code intelligence | --- ## 2. The NEXUS Operating Model ### 2.1 The Seven-Phase Pipeline ``` ┌─────────────────────────────────────────────────────────────────────────┐ │ NEXUS PIPELINE │ │ │ │ Phase 0 Phase 1 Phase 2 Phase 3 │ │ DISCOVER ───▶ STRATEGIZE ───▶ SCAFFOLD ───▶ BUILD │ │ Intelligence Architecture Foundation Dev ↔ QA Loop │ │ │ │ Phase 4 Phase 5 Phase 6 │ │ HARDEN ───▶ LAUNCH ───▶ OPERATE │ │ Quality Gate Go-to-Market Sustained Ops │ │ │ │ ◆ Quality Gate between every phase │ │ ◆ Parallel tracks within phases │ │ ◆ Feedback loops at every boundary │ └─────────────────────────────────────────────────────────────────────────┘ ``` ### 2.2 Command Structure ``` ┌──────────────────────┐ │ Agents Orchestrator │ ◄── Pipeline Controller │ (Specialized) │ └──────────┬───────────┘ │ ┌────────────────┼────────────────┐ │ │ │ ┌────────▼──────┐ ┌──────▼───────┐ ┌──────▼──────────┐ │ Studio │ │ Project │ │ Senior Project │ │ Producer │ │ Shepherd │ │ Manager │ │ (Portfolio) │ │ (Execution) │ │ (Task Scoping) │ └───────────────┘ └──────────────┘ └─────────────────┘ │ │ │ ▼ ▼ ▼ ┌─────────────────────────────────────────────────┐ │ Division Leads (per phase) │ │ Engineering │ Design │ Marketing │ Product │ QA │ └─────────────────────────────────────────────────┘ ``` ### 2.3 Activation Modes NEXUS supports three deployment configurations: | Mode | Agents Active | Use Case | Timeline | |------|--------------|----------|----------| | **NEXUS-Full** | All | Enterprise product launch, full lifecycle | 12-24 weeks | | **NEXUS-Sprint** | 15-25 | Feature development, MVP build | 2-6 weeks | | **NEXUS-Micro** | 5-10 | Bug fix, content campaign, single deliverable | 1-5 days | --- ## 3. Phase 0 — Intelligence & Discovery > **Objective**: Understand the landscape before committing resources. No building until the problem is validated. ### 3.1 Active Agents | Agent | Role in Phase | Primary Output | |-------|--------------|----------------| | **Trend Researcher** | Market intelligence lead | Market Analysis Report with TAM/SAM/SOM | | **Feedback Synthesizer** | User needs analysis | Synthesized Feedback Report with pain points | | **UX Researcher** | User behavior analysis | Research Findings with personas and journey maps | | **Analytics Reporter** | Data landscape assessment | Data Audit Report with available signals | | **Legal Compliance Checker** | Regulatory scan | Compliance Requirements Matrix | | **Tool Evaluator** | Technology landscape | Tech Stack Assessment | ### 3.2 Parallel Workstreams ``` WORKSTREAM A: Market Intelligence WORKSTREAM B: User Intelligence ├── Trend Researcher ├── Feedback Synthesizer │ ├── Competitive landscape │ ├── Multi-channel feedback collection │ ├── Market sizing (TAM/SAM/SOM) │ ├── Sentiment analysis │ └── Trend lifecycle mapping │ └── Pain point prioritization │ │ ├── Analytics Reporter ├── UX Researcher │ ├── Existing data audit │ ├── User interviews/surveys │ ├── Signal identification │ ├── Persona development │ └── Baseline metrics │ └── Journey mapping │ │ └── Legal Compliance Checker └── Tool Evaluator ├── Regulatory requirements ├── Technology assessment ├── Data handling constraints ├── Build vs. buy analysis └── Jurisdiction mapping └── Integration feasibility ``` ### 3.3 Phase 0 Quality Gate **Gate Keeper**: Executive Summary Generator | Criterion | Threshold | Evidence Required | |-----------|-----------|-------------------| | Market opportunity validated | TAM > minimum viable threshold | Trend Researcher report with sources | | User need confirmed | ≥3 validated pain points | Feedback Synthesizer + UX Researcher data | | Regulatory path clear | No blocking compliance issues | Legal Compliance Checker matrix | | Data foundation assessed | Key metrics identified | Analytics Reporter audit | | Technology feasibility confirmed | Stack validated | Tool Evaluator assessment | **Output**: Executive Summary (≤500 words, SCQA format) → Decision: GO / NO-GO / PIVOT --- ## 4. Phase 1 — Strategy & Architecture > **Objective**: Define what we're building, how it's structured, and what success looks like — before writing a single line of code. ### 4.1 Active Agents | Agent | Role in Phase | Primary Output | |-------|--------------|----------------| | **Studio Producer** | Strategic portfolio alignment | Strategic Portfolio Plan | | **Senior Project Manager** | Spec-to-task conversion | Comprehensive Task List | | **Sprint Prioritizer** | Feature prioritization | Prioritized Backlog (RICE scored) | | **UX Architect** | Technical architecture + UX foundation | Architecture Spec + CSS Design System | | **Brand Guardian** | Brand identity system | Brand Foundation Document | | **Backend Architect** | System architecture | System Architecture Specification | | **AI Engineer** | AI/ML architecture (if applicable) | ML System Design | | **Finance Tracker** | Budget and resource planning | Financial Plan with ROI projections | ### 4.2 Execution Sequence ``` STEP 1: Strategic Framing (Parallel) ├── Studio Producer → Strategic Portfolio Plan (vision, objectives, ROI targets) ├── Brand Guardian → Brand Foundation (purpose, values, visual identity system) └── Finance Tracker → Budget Framework (resource allocation, cost projections) STEP 2: Technical Architecture (Parallel, after Step 1) ├── UX Architect → CSS Design System + Layout Framework + UX Structure ├── Backend Architect → System Architecture (services, databases, APIs) ├── AI Engineer → ML Architecture (models, pipelines, inference strategy) └── Senior Project Manager → Task List (spec → tasks, exact requirements) STEP 3: Prioritization (Sequential, after Step 2) └── Sprint Prioritizer → RICE-scored backlog with sprint assignments ├── Input: Task List + Architecture Spec + Budget Framework ├── Output: Prioritized sprint plan with dependency map └── Validation: Studio Producer confirms strategic alignment ``` ### 4.3 Phase 1 Quality Gate **Gate Keeper**: Studio Producer + Reality Checker (dual sign-off) | Criterion | Threshold | Evidence Required | |-----------|-----------|-------------------| | Architecture covers all requirements | 100% spec coverage | Senior PM task list cross-referenced | | Brand system complete | Logo, colors, typography, voice defined | Brand Guardian deliverable | | Technical feasibility validated | All components have implementation path | Backend Architect + UX Architect specs | | Budget approved | Within organizational constraints | Finance Tracker plan | | Sprint plan realistic | Velocity-based estimation | Sprint Prioritizer backlog | **Output**: Approved Architecture Package → Phase 2 activation --- ## 5. Phase 2 — Foundation & Scaffolding > **Objective**: Build the technical and operational foundation that all subsequent work depends on. Get the skeleton standing before adding muscle. ### 5.1 Active Agents | Agent | Role in Phase | Primary Output | |-------|--------------|----------------| | **DevOps Automator** | CI/CD pipeline + infrastructure | Deployment Pipeline + IaC Templates | | **Frontend Developer** | Project scaffolding + component library | App Skeleton + Design System Implementation | | **Backend Architect** | Database + API foundation | Schema + API Scaffold + Auth System | | **UX Architect** | CSS system implementation | Design Tokens + Layout Framework | | **Infrastructure Maintainer** | Cloud infrastructure setup | Monitoring + Logging + Alerting | | **Studio Operations** | Process setup | Collaboration tools + workflows | ### 5.2 Parallel Workstreams ``` WORKSTREAM A: Infrastructure WORKSTREAM B: Application Foundation ├── DevOps Automator ├── Frontend Developer │ ├── CI/CD pipeline (GitHub Actions) │ ├── Project scaffolding │ ├── Container orchestration │ ├── Component library setup │ └── Environment provisioning │ └── Design system integration │ │ ├── Infrastructure Maintainer ├── Backend Architect │ ├── Cloud resource provisioning │ ├── Database schema deployment │ ├── Monitoring (Prometheus/Grafana) │ ├── API scaffold + auth │ └── Security hardening │ └── Service communication layer │ │ └── Studio Operations └── UX Architect ├── Git workflow + branch strategy ├── CSS design tokens ├── Communication channels ├── Responsive layout system └── Documentation templates └── Theme system (light/dark/system) ``` ### 5.3 Phase 2 Quality Gate **Gate Keeper**: DevOps Automator + Evidence Collector | Criterion | Threshold | Evidence Required | |-----------|-----------|-------------------| | CI/CD pipeline operational | Build + test + deploy working | Pipeline execution logs | | Database schema deployed | All tables/indexes created | Migration success + schema dump | | API scaffold responding | Health check endpoints live | curl response screenshots | | Frontend rendering | Skeleton app loads in browser | Evidence Collector screenshots | | Monitoring active | Dashboards showing metrics | Grafana/monitoring screenshots | | Design system implemented | Tokens + components available | Component library demo | **Output**: Working skeleton application with full DevOps pipeline → Phase 3 activation --- ## 6. Phase 3 — Build & Iterate > **Objective**: Implement features through continuous Dev↔QA loops. Every task is validated before the next begins. This is where the bulk of the work happens. ### 6.1 The Dev↔QA Loop This is the heart of NEXUS. The Agents Orchestrator manages a **task-by-task quality loop**: ``` ┌─────────────────────────────────────────────────────────┐ │ DEV ↔ QA LOOP │ │ │ │ ┌──────────┐ ┌──────────┐ ┌──────────────────┐ │ │ │ Developer │───▶│ Evidence │───▶│ Decision Logic │ │ │ │ Agent │ │ Collector│ │ │ │ │ │ │ │ (QA) │ │ PASS → Next Task │ │ │ │ Implements│ │ │ │ FAIL → Retry (≤3) │ │ │ │ Task N │ │ Tests │ │ BLOCKED → Escalate│ │ │ │ │◀───│ Task N │◀───│ │ │ │ └──────────┘ └──────────┘ └──────────────────┘ │ │ ▲ │ │ │ │ QA Feedback │ │ │ └────────────────────────────────────┘ │ │ │ │ Orchestrator tracks: attempt count, QA feedback, │ │ task status, cumulative quality metrics │ └─────────────────────────────────────────────────────────┘ ``` ### 6.2 Agent Assignment by Task Type | Task Type | Primary Developer | QA Agent | Specialist Support | |-----------|------------------|----------|-------------------| | Frontend UI | Frontend Developer | Evidence Collector | UI Designer, Whimsy Injector | | Backend API | Backend Architect | API Tester | Performance Benchmarker | | Database | Backend Architect | API Tester | Analytics Reporter | | Mobile | Mobile App Builder | Evidence Collector | UX Researcher | | AI/ML Feature | AI Engineer | Test Results Analyzer | Data Analytics Reporter | | Infrastructure | DevOps Automator | Performance Benchmarker | Infrastructure Maintainer | | Premium Polish | Senior Developer | Evidence Collector | Visual Storyteller | | Rapid Prototype | Rapid Prototyper | Evidence Collector | Experiment Tracker | | Spatial/XR | XR Immersive Developer | Evidence Collector | XR Interface Architect | | visionOS | visionOS Spatial Engineer | Evidence Collector | macOS Spatial/Metal Engineer | | Cockpit UI | XR Cockpit Interaction Specialist | Evidence Collector | XR Interface Architect | | CLI/Terminal | Terminal Integration Specialist | API Tester | LSP/Index Engineer | | Code Intelligence | LSP/Index Engineer | Test Results Analyzer | Senior Developer | ### 6.3 Parallel Build Tracks For complex projects, multiple tracks run simultaneously: ``` TRACK A: Core Product TRACK B: Growth & Marketing ├── Frontend Developer ├── Growth Hacker │ └── UI implementation │ └── Viral loops + referral system ├── Backend Architect ├── Content Creator │ └── API + business logic │ └── Launch content + editorial calendar ├── AI Engineer ├── Social Media Strategist │ └── ML features + pipelines │ └── Cross-platform campaign │ ├── App Store Optimizer (if mobile) │ │ └── ASO strategy + metadata │ │ TRACK C: Quality & Operations TRACK D: Brand & Experience ├── Evidence Collector ├── UI Designer │ └── Continuous QA screenshots │ └── Component refinement ├── API Tester ├── Brand Guardian │ └── Endpoint validation │ └── Brand consistency audit ├── Performance Benchmarker ├── Visual Storyteller │ └── Load testing + optimization │ └── Visual narrative assets ├── Workflow Optimizer └── Whimsy Injector │ └── Process improvement └── Delight moments + micro-interactions └── Experiment Tracker └── A/B test management ``` ### 6.4 Phase 3 Quality Gate **Gate Keeper**: Agents Orchestrator | Criterion | Threshold | Evidence Required | |-----------|-----------|-------------------| | All tasks pass QA | 100% task completion | Evidence Collector screenshots per task | | API endpoints validated | All endpoints tested | API Tester report | | Performance baselines met | P95 < 200ms, LCP < 2.5s | Performance Benchmarker report | | Brand consistency verified | 95%+ adherence | Brand Guardian audit | | No critical bugs | Zero P0/P1 open issues | Test Results Analyzer summary | **Output**: Feature-complete application → Phase 4 activation --- ## 7. Phase 4 — Quality & Hardening > **Objective**: The final quality gauntlet. The Reality Checker defaults to "NEEDS WORK" — you must prove production readiness with overwhelming evidence. ### 7.1 Active Agents | Agent | Role in Phase | Primary Output | |-------|--------------|----------------| | **Reality Checker** | Final integration testing (defaults to NEEDS WORK) | Reality-Based Integration Report | | **Evidence Collector** | Comprehensive visual evidence | Screenshot Evidence Package | | **Performance Benchmarker** | Load testing + optimization | Performance Certification | | **API Tester** | Full API regression suite | API Test Report | | **Test Results Analyzer** | Aggregate quality metrics | Quality Metrics Dashboard | | **Legal Compliance Checker** | Final compliance audit | Compliance Certification | | **Infrastructure Maintainer** | Production readiness check | Infrastructure Readiness Report | | **Workflow Optimizer** | Process efficiency review | Optimization Recommendations | ### 7.2 The Hardening Sequence ``` STEP 1: Evidence Collection (Parallel) ├── Evidence Collector → Full screenshot suite (desktop, tablet, mobile) ├── API Tester → Complete endpoint regression ├── Performance Benchmarker → Load test at 10x expected traffic └── Legal Compliance Checker → Final regulatory audit STEP 2: Analysis (Parallel, after Step 1) ├── Test Results Analyzer → Aggregate all test data into quality dashboard ├── Workflow Optimizer → Identify remaining process inefficiencies └── Infrastructure Maintainer → Production environment validation STEP 3: Final Judgment (Sequential, after Step 2) └── Reality Checker → Integration Report ├── Cross-validates ALL previous QA findings ├── Tests complete user journeys with screenshot evidence ├── Verifies specification compliance point-by-point ├── Default verdict: NEEDS WORK └── READY only with overwhelming evidence across all criteria ``` ### 7.3 Phase 4 Quality Gate (THE FINAL GATE) **Gate Keeper**: Reality Checker (sole authority) | Criterion | Threshold | Evidence Required | |-----------|-----------|-------------------| | User journeys complete | All critical paths working | End-to-end screenshots | | Cross-device consistency | Desktop + Tablet + Mobile | Responsive screenshots | | Performance certified | P95 < 200ms, uptime > 99.9% | Load test results | | Security validated | Zero critical vulnerabilities | Security scan report | | Compliance certified | All regulatory requirements met | Legal Compliance Checker report | | Specification compliance | 100% of spec requirements | Point-by-point verification | **Verdict Options**: - **READY** — Proceed to launch (rare on first pass) - **NEEDS WORK** — Return to Phase 3 with specific fix list (expected) - **NOT READY** — Major architectural issues, return to Phase 1/2 **Expected**: First implementations typically require 2-3 revision cycles. A B/B+ rating is normal and healthy. --- ## 8. Phase 5 — Launch & Growth > **Objective**: Coordinate the go-to-market execution across all channels simultaneously. Maximum impact at launch. ### 8.1 Active Agents | Agent | Role in Phase | Primary Output | |-------|--------------|----------------| | **Growth Hacker** | Launch strategy lead | Growth Playbook with viral loops | | **Content Creator** | Launch content | Blog posts, videos, social content | | **Social Media Strategist** | Cross-platform campaign | Campaign Calendar + Content | | **Twitter Engager** | Twitter/X launch campaign | Thread strategy + engagement plan | | **TikTok Strategist** | TikTok viral content | Short-form video strategy | | **Instagram Curator** | Visual launch campaign | Visual content + stories | | **Reddit Community Builder** | Authentic community launch | Community engagement plan | | **App Store Optimizer** | Store optimization (if mobile) | ASO Package | | **Executive Summary Generator** | Stakeholder communication | Launch Executive Summary | | **Project Shepherd** | Launch coordination | Launch Checklist + Timeline | | **DevOps Automator** | Deployment execution | Zero-downtime deployment | | **Infrastructure Maintainer** | Launch monitoring | Real-time dashboards | ### 8.2 Launch Sequence ``` T-7 DAYS: Pre-Launch ├── Content Creator → Launch content queued and scheduled ├── Social Media Strategist → Campaign assets finalized ├── Growth Hacker → Viral mechanics tested and armed ├── App Store Optimizer → Store listing optimized ├── DevOps Automator → Blue-green deployment prepared └── Infrastructure Maintainer → Auto-scaling configured for 10x T-0: Launch Day ├── DevOps Automator → Execute deployment ├── Infrastructure Maintainer → Monitor all systems ├── Twitter Engager → Launch thread + real-time engagement ├── Reddit Community Builder → Authentic community posts ├── Instagram Curator → Visual launch content ├── TikTok Strategist → Launch videos published ├── Support Responder → Customer support active └── Analytics Reporter → Real-time metrics dashboard T+1 TO T+7: Post-Launch ├── Growth Hacker → Analyze acquisition data, optimize funnels ├── Feedback Synthesizer → Collect and analyze early user feedback ├── Analytics Reporter → Daily metrics reports ├── Content Creator → Response content based on reception ├── Experiment Tracker → Launch A/B tests └── Executive Summary Generator → Daily stakeholder briefings ``` ### 8.3 Phase 5 Quality Gate **Gate Keeper**: Studio Producer + Analytics Reporter | Criterion | Threshold | Evidence Required | |-----------|-----------|-------------------| | Deployment successful | Zero-downtime, all health checks pass | DevOps deployment logs | | Systems stable | No P0/P1 incidents in first 48 hours | Infrastructure monitoring | | User acquisition active | Channels driving traffic | Analytics Reporter dashboard | | Feedback loop operational | User feedback being collected | Feedback Synthesizer report | | Stakeholders informed | Executive summary delivered | Executive Summary Generator output | **Output**: Stable launched product with active growth channels → Phase 6 activation --- ## 9. Phase 6 — Operate & Evolve > **Objective**: Sustained operations with continuous improvement. The product is live — now make it thrive. ### 9.1 Active Agents (Ongoing) | Agent | Cadence | Responsibility | |-------|---------|---------------| | **Infrastructure Maintainer** | Continuous | System reliability, uptime, performance | | **Support Responder** | Continuous | Customer support and issue resolution | | **Analytics Reporter** | Weekly | KPI tracking, dashboards, insights | | **Feedback Synthesizer** | Bi-weekly | User feedback analysis and synthesis | | **Finance Tracker** | Monthly | Financial performance, budget tracking | | **Legal Compliance Checker** | Monthly | Regulatory monitoring and compliance | | **Trend Researcher** | Monthly | Market intelligence and competitive analysis | | **Executive Summary Generator** | Monthly | C-suite reporting | | **Sprint Prioritizer** | Per sprint | Backlog grooming and sprint planning | | **Experiment Tracker** | Per experiment | A/B test management and analysis | | **Growth Hacker** | Ongoing | Acquisition optimization and growth experiments | | **Workflow Optimizer** | Quarterly | Process improvement and efficiency gains | ### 9.2 Continuous Improvement Cycle ``` ┌──────────────────────────────────────────────────────────┐ │ CONTINUOUS IMPROVEMENT LOOP │ │ │ │ MEASURE ANALYZE PLAN ACT │ │ ┌─────────┐ ┌──────────┐ ┌─────────┐ ┌─────┐ │ │ │Analytics │────▶│Feedback │────▶│Sprint │──▶│Build│ │ │ │Reporter │ │Synthesizer│ │Prioritizer│ │Loop │ │ │ └─────────┘ └──────────┘ └─────────┘ └─────┘ │ │ ▲ │ │ │ │ Experiment │ │ │ │ Tracker │ │ │ └────────────────────────────────────────────┘ │ │ │ │ Monthly: Executive Summary Generator → C-suite report │ │ Monthly: Finance Tracker → Financial performance │ │ Monthly: Legal Compliance Checker → Regulatory update │ │ Monthly: Trend Researcher → Market intelligence │ │ Quarterly: Workflow Optimizer → Process improvements │ └──────────────────────────────────────────────────────────┘ ``` --- ## 10. Agent Coordination Matrix ### 10.1 Full Cross-Division Dependency Map This matrix shows which agents produce outputs consumed by other agents. Read as: **Row agent produces → Column agent consumes**. ``` PRODUCER → │ ENG │ DES │ MKT │ PRD │ PM │ TST │ SUP │ SPC │ SPZ ────────────────────┼─────┼─────┼─────┼─────┼─────┼─────┼─────┼─────┼──── Engineering │ ● │ │ │ │ │ ● │ ● │ ● │ Design │ ● │ ● │ ● │ │ │ ● │ │ ● │ Marketing │ │ │ ● │ ● │ │ │ ● │ │ Product │ ● │ ● │ ● │ ● │ ● │ │ │ │ ● Project Management │ ● │ ● │ ● │ ● │ ● │ ● │ ● │ ● │ ● Testing │ ● │ ● │ │ ● │ ● │ ● │ │ ● │ Support │ ● │ │ ● │ ● │ ● │ │ ● │ │ ● Spatial Computing │ ● │ ● │ │ │ │ ● │ │ ● │ Specialized │ ● │ │ │ ● │ ● │ ● │ ● │ │ ● ● = Active dependency (producer creates artifacts consumed by this division) ``` ### 10.2 Critical Handoff Pairs These are the highest-traffic handoff relationships in NEXUS: | From | To | Artifact | Frequency | |------|----|----------|-----------| | Senior Project Manager | All Developers | Task List | Per sprint | | UX Architect | Frontend Developer | CSS Design System + Layout Spec | Per project | | Backend Architect | Frontend Developer | API Specification | Per feature | | Frontend Developer | Evidence Collector | Implemented Feature | Per task | | Evidence Collector | Agents Orchestrator | QA Verdict (PASS/FAIL) | Per task | | Agents Orchestrator | Developer (any) | QA Feedback + Retry Instructions | Per failure | | Brand Guardian | All Design + Marketing | Brand Guidelines | Per project | | Analytics Reporter | Sprint Prioritizer | Performance Data | Per sprint | | Feedback Synthesizer | Sprint Prioritizer | User Insights | Per sprint | | Trend Researcher | Studio Producer | Market Intelligence | Monthly | | Reality Checker | Agents Orchestrator | Integration Verdict | Per phase | | Executive Summary Generator | Studio Producer | Executive Brief | Per milestone | --- ## 11. Handoff Protocols ### 11.1 Standard Handoff Template Every agent-to-agent handoff must include: ```markdown ## NEXUS Handoff Document ### Metadata - **From**: [Agent Name] ([Division]) - **To**: [Agent Name] ([Division]) - **Phase**: [Current NEXUS Phase] - **Task Reference**: [Task ID from Sprint Prioritizer backlog] - **Priority**: [Critical / High / Medium / Low] - **Timestamp**: [ISO 8601] ### Context - **Project**: [Project name and brief description] - **Current State**: [What has been completed so far] - **Relevant Files**: [List of files/artifacts to review] - **Dependencies**: [What this work depends on] ### Deliverable Request - **What is needed**: [Specific, measurable deliverable] - **Acceptance criteria**: [How success will be measured] - **Constraints**: [Technical, timeline, or resource constraints] - **Reference materials**: [Links to specs, designs, previous work] ### Quality Expectations - **Must pass**: [Specific quality criteria] - **Evidence required**: [What proof of completion looks like] - **Handoff to next**: [Who receives the output and what they need] ``` ### 11.2 QA Feedback Loop Protocol When a task fails QA, the feedback must be actionable: ```markdown ## QA Failure Feedback ### Task: [Task ID and description] ### Attempt: [1/2/3] of 3 maximum ### Verdict: FAIL ### Specific Issues Found 1. **[Issue Category]**: [Exact description with screenshot reference] - Expected: [What should happen] - Actual: [What actually happens] - Evidence: [Screenshot filename or test output] 2. **[Issue Category]**: [Exact description] - Expected: [...] - Actual: [...] - Evidence: [...] ### Fix Instructions - [Specific, actionable fix instruction 1] - [Specific, actionable fix instruction 2] ### Files to Modify - [file path 1]: [what needs to change] - [file path 2]: [what needs to change] ### Retry Expectations - Fix the above issues and re-submit for QA - Do NOT introduce new features — fix only - Attempt [N+1] of 3 maximum ``` ### 11.3 Escalation Protocol When a task exceeds 3 retry attempts: ```markdown ## Escalation Report ### Task: [Task ID] ### Attempts Exhausted: 3/3 ### Escalation Level: [To Agents Orchestrator / To Studio Producer] ### Failure History - Attempt 1: [Summary of issues and fixes attempted] - Attempt 2: [Summary of issues and fixes attempted] - Attempt 3: [Summary of issues and fixes attempted] ### Root Cause Analysis - [Why the task keeps failing] - [What systemic issue is preventing resolution] ### Recommended Resolution - [ ] Reassign to different developer agent - [ ] Decompose task into smaller sub-tasks - [ ] Revise architecture/approach - [ ] Accept current state with known limitations - [ ] Defer to future sprint ### Impact Assessment - **Blocking**: [What other tasks are blocked by this] - **Timeline Impact**: [How this affects the overall schedule] - **Quality Impact**: [What quality compromises exist] ``` --- ## 12. Quality Gates ### 12.1 Gate Summary | Phase | Gate Name | Gate Keeper | Pass Criteria | |-------|-----------|-------------|---------------| | 0 → 1 | Discovery Gate | Executive Summary Generator | Market validated, user need confirmed, regulatory path clear | | 1 → 2 | Architecture Gate | Studio Producer + Reality Checker | Architecture complete, brand defined, budget approved, sprint plan realistic | | 2 → 3 | Foundation Gate | DevOps Automator + Evidence Collector | CI/CD working, skeleton app running, monitoring active | | 3 → 4 | Feature Gate | Agents Orchestrator | All tasks pass QA, no critical bugs, performance baselines met | | 4 → 5 | Production Gate | Reality Checker (sole authority) | User journeys complete, cross-device consistent, security validated, spec compliant | | 5 → 6 | Launch Gate | Studio Producer + Analytics Reporter | Deployment successful, systems stable, growth channels active | ### 12.2 Gate Failure Handling ``` IF gate FAILS: ├── Gate Keeper produces specific failure report ├── Agents Orchestrator routes failures to responsible agents ├── Failed items enter Dev↔QA loop (Phase 3 mechanics) ├── Maximum 3 gate re-attempts before escalation to Studio Producer └── Studio Producer decides: fix, descope, or accept with risk ``` --- ## 13. Risk Management ### 13.1 Risk Categories and Owners | Risk Category | Primary Owner | Mitigation Agent | Escalation Path | |---------------|--------------|-------------------|-----------------| | Technical Debt | Backend Architect | Workflow Optimizer | Senior Developer | | Security Vulnerability | Legal Compliance Checker | Infrastructure Maintainer | DevOps Automator | | Performance Degradation | Performance Benchmarker | Infrastructure Maintainer | Backend Architect | | Brand Inconsistency | Brand Guardian | UI Designer | Studio Producer | | Scope Creep | Senior Project Manager | Sprint Prioritizer | Project Shepherd | | Budget Overrun | Finance Tracker | Studio Operations | Studio Producer | | Regulatory Non-Compliance | Legal Compliance Checker | Support Responder | Studio Producer | | Market Shift | Trend Researcher | Growth Hacker | Studio Producer | | Team Bottleneck | Project Shepherd | Studio Operations | Studio Producer | | Quality Regression | Reality Checker | Evidence Collector | Agents Orchestrator | ### 13.2 Risk Response Matrix | Severity | Response Time | Decision Authority | Action | |----------|--------------|-------------------|--------| | **Critical** (P0) | Immediate | Studio Producer | All-hands, stop other work | | **High** (P1) | < 4 hours | Project Shepherd | Dedicated agent assignment | | **Medium** (P2) | < 24 hours | Agents Orchestrator | Next sprint priority | | **Low** (P3) | < 1 week | Sprint Prioritizer | Backlog item | --- ## 14. Success Metrics ### 14.1 Pipeline Metrics | Metric | Target | Measurement Agent | |--------|--------|-------------------| | Phase completion rate | 95% on first attempt | Agents Orchestrator | | Task first-pass QA rate | 70%+ | Evidence Collector | | Average retries per task | < 1.5 | Agents Orchestrator | | Pipeline cycle time | Within sprint estimate ±15% | Project Shepherd | | Quality gate pass rate | 80%+ on first attempt | Reality Checker | ### 14.2 Product Metrics | Metric | Target | Measurement Agent | |--------|--------|-------------------| | API response time (P95) | < 200ms | Performance Benchmarker | | Page load time (LCP) | < 2.5s | Performance Benchmarker | | System uptime | > 99.9% | Infrastructure Maintainer | | Lighthouse score | > 90 (Performance + Accessibility) | Frontend Developer | | Security vulnerabilities | Zero critical | Legal Compliance Checker | | Spec compliance | 100% | Reality Checker | ### 14.3 Business Metrics | Metric | Target | Measurement Agent | |--------|--------|-------------------| | User acquisition (MoM) | 20%+ growth | Growth Hacker | | Activation rate | 60%+ in first week | Analytics Reporter | | Retention (Day 7 / Day 30) | 40% / 20% | Analytics Reporter | | LTV:CAC ratio | > 3:1 | Finance Tracker | | NPS score | > 50 | Feedback Synthesizer | | Portfolio ROI | > 25% | Studio Producer | ### 14.4 Operational Metrics | Metric | Target | Measurement Agent | |--------|--------|-------------------| | Deployment frequency | Multiple per day | DevOps Automator | | Mean time to recovery | < 30 minutes | Infrastructure Maintainer | | Compliance adherence | 98%+ | Legal Compliance Checker | | Stakeholder satisfaction | 4.5/5 | Executive Summary Generator | | Process efficiency gain | 20%+ per quarter | Workflow Optimizer | --- ## 15. Quick-Start Activation Guide ### 15.1 NEXUS-Full Activation (Enterprise) ```bash # Step 1: Initialize NEXUS pipeline "Activate Agents Orchestrator in NEXUS-Full mode for [PROJECT NAME]. Project specification: [path to spec file]. Execute complete 7-phase pipeline with all quality gates." # The Orchestrator will: # 1. Read the project specification # 2. Activate Phase 0 agents for discovery # 3. Progress through all phases with quality gates # 4. Manage Dev↔QA loops automatically # 5. Report status at each phase boundary ``` ### 15.2 NEXUS-Sprint Activation (Feature/MVP) ```bash # Step 1: Initialize sprint pipeline "Activate Agents Orchestrator in NEXUS-Sprint mode for [FEATURE/MVP NAME]. Requirements: [brief description or path to spec]. Skip Phase 0 (market already validated). Begin at Phase 1 with architecture and sprint planning." # Recommended agent subset (15-25): # PM: Senior Project Manager, Sprint Prioritizer, Project Shepherd # Design: UX Architect, UI Designer, Brand Guardian # Engineering: Frontend Developer, Backend Architect, DevOps Automator # + AI Engineer or Mobile App Builder (if applicable) # Testing: Evidence Collector, Reality Checker, API Tester, Performance Benchmarker # Support: Analytics Reporter, Infrastructure Maintainer # Specialized: Agents Orchestrator ``` ### 15.3 NEXUS-Micro Activation (Targeted Task) ```bash # Step 1: Direct agent activation "Activate [SPECIFIC AGENT] for [TASK DESCRIPTION]. Context: [relevant background]. Deliverable: [specific output expected]. Quality check: Evidence Collector to verify upon completion." # Common NEXUS-Micro configurations: # # Bug Fix: # Backend Architect → API Tester → Evidence Collector # # Content Campaign: # Content Creator → Social Media Strategist → Twitter Engager # + Instagram Curator + Reddit Community Builder # # Performance Issue: # Performance Benchmarker → Infrastructure Maintainer → DevOps Automator # # Compliance Audit: # Legal Compliance Checker → Executive Summary Generator # # Market Research: # Trend Researcher → Analytics Reporter → Executive Summary Generator # # UX Improvement: # UX Researcher → UX Architect → Frontend Developer → Evidence Collector ``` ### 15.4 Agent Activation Prompt Templates #### For the Orchestrator (Pipeline Start) ``` You are the Agents Orchestrator running NEXUS pipeline for [PROJECT]. Project spec: [path] Mode: [Full/Sprint/Micro] Current phase: [Phase N] Execute the NEXUS protocol: 1. Read the project specification 2. Activate Phase [N] agents per the NEXUS strategy 3. Manage handoffs using the NEXUS Handoff Template 4. Enforce quality gates before phase advancement 5. Track all tasks with status reporting 6. Run Dev↔QA loops for all implementation tasks 7. Escalate after 3 failed attempts per task Report format: NEXUS Pipeline Status Report (see template in strategy doc) ``` #### For Developer Agents (Task Implementation) ``` You are [AGENT NAME] working within the NEXUS pipeline. Phase: [Current Phase] Task: [Task ID and description from Sprint Prioritizer backlog] Architecture reference: [path to architecture doc] Design system: [path to CSS/design tokens] Brand guidelines: [path to brand doc] Implement this task following: 1. The architecture specification exactly 2. The design system tokens and patterns 3. The brand guidelines for visual consistency 4. Accessibility standards (WCAG 2.1 AA) When complete, your work will be reviewed by Evidence Collector. Acceptance criteria: [specific criteria from task list] ``` #### For QA Agents (Task Validation) ``` You are [QA AGENT] validating work within the NEXUS pipeline. Phase: [Current Phase] Task: [Task ID and description] Developer: [Which agent implemented this] Attempt: [N] of 3 maximum Validate against: 1. Task acceptance criteria: [specific criteria] 2. Architecture specification: [path] 3. Brand guidelines: [path] 4. Performance requirements: [specific thresholds] Provide verdict: PASS or FAIL If FAIL: Include specific issues, evidence, and fix instructions Use the NEXUS QA Feedback Loop Protocol format ``` --- ## Appendix A: Division Quick Reference ### Engineering Division — "Build It Right" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | Frontend Developer | React/Vue/Angular, Core Web Vitals, accessibility | Any UI implementation task | | Backend Architect | Scalable systems, database design, API architecture | Server-side architecture or API work | | Mobile App Builder | iOS/Android, React Native, Flutter | Mobile application development | | AI Engineer | ML models, LLMs, RAG systems, data pipelines | Any AI/ML feature | | DevOps Automator | CI/CD, IaC, Kubernetes, monitoring | Infrastructure or deployment work | | Rapid Prototyper | Next.js, Supabase, 3-day MVPs | Quick validation or proof-of-concept | | Senior Developer | Laravel/Livewire, premium implementations | Complex or premium feature work | ### Design Division — "Make It Beautiful" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | UI Designer | Visual design systems, component libraries | Interface design or component creation | | UX Researcher | User testing, behavior analysis, personas | User research or usability testing | | UX Architect | CSS systems, layout frameworks, technical UX | Technical foundation or architecture | | Brand Guardian | Brand identity, consistency, positioning | Brand strategy or consistency audit | | Visual Storyteller | Visual narratives, multimedia content | Visual content or storytelling needs | | Whimsy Injector | Micro-interactions, delight, personality | Adding joy and personality to UX | | Image Prompt Engineer | AI image generation prompts, photography | Photography prompt creation for AI tools | ### Marketing Division — "Grow It Fast" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | Growth Hacker | Viral loops, funnel optimization, experiments | User acquisition or growth strategy | | Content Creator | Multi-platform content, editorial calendars | Content strategy or creation | | Twitter Engager | Real-time engagement, thought leadership | Twitter/X campaigns | | TikTok Strategist | Viral short-form video, algorithm optimization | TikTok growth strategy | | Instagram Curator | Visual storytelling, aesthetic development | Instagram campaigns | | Reddit Community Builder | Authentic engagement, value-driven content | Reddit community strategy | | App Store Optimizer | ASO, conversion optimization | Mobile app store presence | | Social Media Strategist | Cross-platform strategy, campaigns | Multi-platform social campaigns | ### Product Division — "Build the Right Thing" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | Sprint Prioritizer | RICE scoring, agile planning, velocity | Sprint planning or backlog grooming | | Trend Researcher | Market intelligence, competitive analysis | Market research or opportunity assessment | | Feedback Synthesizer | User feedback analysis, sentiment analysis | User feedback processing | ### Project Management Division — "Keep It on Track" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | Studio Producer | Portfolio strategy, executive orchestration | Strategic planning or portfolio management | | Project Shepherd | Cross-functional coordination, stakeholder alignment | Complex project coordination | | Studio Operations | Day-to-day efficiency, process optimization | Operational support | | Experiment Tracker | A/B testing, hypothesis validation | Experiment management | | Senior Project Manager | Spec-to-task conversion, realistic scoping | Task planning or scope management | ### Testing Division — "Prove It Works" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | Evidence Collector | Screenshot-based QA, visual proof | Any visual verification need | | Reality Checker | Evidence-based certification, skeptical assessment | Final integration testing | | Test Results Analyzer | Test evaluation, quality metrics | Test output analysis | | Performance Benchmarker | Load testing, performance optimization | Performance testing | | API Tester | API validation, integration testing | API endpoint testing | | Tool Evaluator | Technology assessment, tool selection | Technology evaluation | | Workflow Optimizer | Process analysis, efficiency improvement | Process optimization | ### Support Division — "Sustain It" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | Support Responder | Customer service, issue resolution | Customer support needs | | Analytics Reporter | Data analysis, dashboards, KPI tracking | Business intelligence or reporting | | Finance Tracker | Financial planning, budget management | Financial analysis or budgeting | | Infrastructure Maintainer | System reliability, performance optimization | Infrastructure management | | Legal Compliance Checker | Compliance, regulations, legal review | Legal or compliance needs | | Executive Summary Generator | C-suite communication, SCQA framework | Executive reporting | ### Spatial Computing Division — "Immerse Them" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | XR Interface Architect | Spatial interaction design | AR/VR/XR interface design | | macOS Spatial/Metal Engineer | Swift, Metal, high-performance 3D | macOS spatial computing | | XR Immersive Developer | WebXR, browser-based AR/VR | Browser-based immersive experiences | | XR Cockpit Interaction Specialist | Cockpit-based controls | Immersive control interfaces | | visionOS Spatial Engineer | Apple Vision Pro development | Vision Pro applications | | Terminal Integration Specialist | CLI tools, terminal workflows | Developer tool integration | ### Specialized Division — "Connect Everything" | Agent | Superpower | Activation Trigger | |-------|-----------|-------------------| | Agents Orchestrator | Multi-agent pipeline management | Any multi-agent workflow | | Data Analytics Reporter | Business intelligence, deep analytics | Deep data analysis | | LSP/Index Engineer | Language Server Protocol, code intelligence | Code intelligence systems | | Sales Data Extraction Agent | Excel monitoring, sales metric extraction | Sales data ingestion | | Data Consolidation Agent | Sales data aggregation, dashboard reports | Territory and rep reporting | | Report Distribution Agent | Automated report delivery | Scheduled report distribution | --- ## Appendix B: NEXUS Pipeline Status Report Template ```markdown # NEXUS Pipeline Status Report ## Pipeline Metadata - **Project**: [Name] - **Mode**: [Full / Sprint / Micro] - **Current Phase**: [0-6] - **Started**: [Timestamp] - **Estimated Completion**: [Timestamp] ## Phase Progress | Phase | Status | Completion | Gate Result | |-------|--------|------------|-------------| | 0 - Discovery | ✅ Complete | 100% | PASSED | | 1 - Strategy | ✅ Complete | 100% | PASSED | | 2 - Foundation | 🔄 In Progress | 75% | PENDING | | 3 - Build | ⏳ Pending | 0% | — | | 4 - Harden | ⏳ Pending | 0% | — | | 5 - Launch | ⏳ Pending | 0% | — | | 6 - Operate | ⏳ Pending | 0% | — | ## Current Phase Detail **Phase**: [N] - [Name] **Active Agents**: [List] **Tasks**: [Completed/Total] **Current Task**: [ID] - [Description] **QA Status**: [PASS/FAIL/IN_PROGRESS] **Retry Count**: [N/3] ## Quality Metrics - Tasks passed first attempt: [X/Y] ([Z]%) - Average retries per task: [N] - Critical issues found: [Count] - Critical issues resolved: [Count] ## Risk Register | Risk | Severity | Status | Owner | |------|----------|--------|-------| | [Description] | [P0-P3] | [Active/Mitigated/Closed] | [Agent] | ## Next Actions 1. [Immediate next step] 2. [Following step] 3. [Upcoming milestone] --- **Report Generated**: [Timestamp] **Orchestrator**: Agents Orchestrator **Pipeline Health**: [ON_TRACK / AT_RISK / BLOCKED] ``` --- ## Appendix C: NEXUS Glossary | Term | Definition | |------|-----------| | **NEXUS** | Network of EXperts, Unified in Strategy | | **Quality Gate** | Mandatory checkpoint between phases requiring evidence-based approval | | **Dev↔QA Loop** | Continuous development-testing cycle where each task must pass QA before proceeding | | **Handoff** | Structured transfer of work and context between agents | | **Gate Keeper** | Agent(s) with authority to approve or reject phase advancement | | **Escalation** | Routing a blocked task to higher authority after retry exhaustion | | **NEXUS-Full** | Complete pipeline activation with all agents | | **NEXUS-Sprint** | Focused pipeline with 15-25 agents for feature/MVP work | | **NEXUS-Micro** | Targeted activation of 5-10 agents for specific tasks | | **Pipeline Integrity** | Principle that no phase advances without passing its quality gate | | **Context Continuity** | Principle that every handoff carries full context | | **Evidence Over Claims** | Principle that quality assessments require proof, not assertions | ---