1107 lines
54 KiB
Markdown
1107 lines
54 KiB
Markdown
# 🌐 NEXUS — Network of EXperts, Unified in Strategy
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## The Agency's Complete Operational Playbook for Multi-Agent Orchestration
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> **NEXUS** transforms 51 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.
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---
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## Table of Contents
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1. [Strategic Foundation](#1-strategic-foundation)
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2. [The NEXUS Operating Model](#2-the-nexus-operating-model)
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3. [Phase 0 — Intelligence & Discovery](#3-phase-0--intelligence--discovery)
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4. [Phase 1 — Strategy & Architecture](#4-phase-1--strategy--architecture)
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5. [Phase 2 — Foundation & Scaffolding](#5-phase-2--foundation--scaffolding)
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6. [Phase 3 — Build & Iterate](#6-phase-3--build--iterate)
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7. [Phase 4 — Quality & Hardening](#7-phase-4--quality--hardening)
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8. [Phase 5 — Launch & Growth](#8-phase-5--launch--growth)
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9. [Phase 6 — Operate & Evolve](#9-phase-6--operate--evolve)
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10. [Agent Coordination Matrix](#10-agent-coordination-matrix)
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11. [Handoff Protocols](#11-handoff-protocols)
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12. [Quality Gates](#12-quality-gates)
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13. [Risk Management](#13-risk-management)
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14. [Success Metrics](#14-success-metrics)
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15. [Quick-Start Activation Guide](#15-quick-start-activation-guide)
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---
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## 1. Strategic Foundation
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### 1.1 What NEXUS Solves
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Individual agents are powerful. But without coordination, they produce:
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- Conflicting architectural decisions
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- Duplicated effort across divisions
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- Quality gaps at handoff boundaries
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- No shared context or institutional memory
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**NEXUS eliminates these failure modes** by defining:
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- **Who** activates at each phase
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- **What** they produce and for whom
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- **When** they hand off and to whom
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- **How** quality is verified before advancement
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- **Why** each agent exists in the pipeline (no passengers)
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### 1.2 Core Principles
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| Principle | Description |
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|-----------|-------------|
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| **Pipeline Integrity** | No phase advances without passing its quality gate |
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| **Context Continuity** | Every handoff carries full context — no agent starts cold |
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| **Parallel Execution** | Independent workstreams run concurrently to compress timelines |
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| **Evidence Over Claims** | All quality assessments require proof, not assertions |
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| **Fail Fast, Fix Fast** | Maximum 3 retries per task before escalation |
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| **Single Source of Truth** | One canonical spec, one task list, one architecture doc |
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### 1.3 The 51-Agent Roster by Division
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| Division | Agents | Primary NEXUS Role |
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|----------|--------|--------------------|
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| **Engineering** (7) | Frontend Developer, Backend Architect, Mobile App Builder, AI Engineer, DevOps Automator, Rapid Prototyper, Senior Developer | Build, deploy, and maintain all technical systems |
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| **Design** (6) | UI Designer, UX Researcher, UX Architect, Brand Guardian, Visual Storyteller, Whimsy Injector | Define visual identity, user experience, and brand consistency |
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| **Marketing** (8) | 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 |
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| **Product** (3) | Sprint Prioritizer, Trend Researcher, Feedback Synthesizer | Define what to build, when, and why |
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| **Project Management** (5) | Studio Producer, Project Shepherd, Studio Operations, Experiment Tracker, Senior Project Manager | Orchestrate timelines, resources, and cross-functional coordination |
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| **Testing** (7) | Evidence Collector, Reality Checker, Test Results Analyzer, Performance Benchmarker, API Tester, Tool Evaluator, Workflow Optimizer | Verify quality through evidence-based assessment |
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| **Support** (6) | Support Responder, Analytics Reporter, Finance Tracker, Infrastructure Maintainer, Legal Compliance Checker, Executive Summary Generator | Sustain operations, compliance, and business intelligence |
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| **Spatial Computing** (6) | 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 |
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| **Specialized** (3) | Agents Orchestrator, Data Analytics Reporter, LSP/Index Engineer | Cross-cutting coordination, deep analytics, and code intelligence |
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---
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## 2. The NEXUS Operating Model
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### 2.1 The Seven-Phase Pipeline
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```
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┌─────────────────────────────────────────────────────────────────────────┐
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│ NEXUS PIPELINE │
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│ │
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│ Phase 0 Phase 1 Phase 2 Phase 3 │
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│ DISCOVER ───▶ STRATEGIZE ───▶ SCAFFOLD ───▶ BUILD │
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│ Intelligence Architecture Foundation Dev ↔ QA Loop │
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│ │
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│ Phase 4 Phase 5 Phase 6 │
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│ HARDEN ───▶ LAUNCH ───▶ OPERATE │
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│ Quality Gate Go-to-Market Sustained Ops │
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│ │
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│ ◆ Quality Gate between every phase │
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│ ◆ Parallel tracks within phases │
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│ ◆ Feedback loops at every boundary │
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└─────────────────────────────────────────────────────────────────────────┘
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```
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### 2.2 Command Structure
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```
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┌──────────────────────┐
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│ Agents Orchestrator │ ◄── Pipeline Controller
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│ (Specialized) │
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└──────────┬───────────┘
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│
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┌────────────────┼────────────────┐
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│ │ │
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┌────────▼──────┐ ┌──────▼───────┐ ┌──────▼──────────┐
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│ Studio │ │ Project │ │ Senior Project │
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│ Producer │ │ Shepherd │ │ Manager │
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│ (Portfolio) │ │ (Execution) │ │ (Task Scoping) │
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└───────────────┘ └──────────────┘ └─────────────────┘
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│ │ │
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▼ ▼ ▼
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┌─────────────────────────────────────────────────┐
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│ Division Leads (per phase) │
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│ Engineering │ Design │ Marketing │ Product │ QA │
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└─────────────────────────────────────────────────┘
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```
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### 2.3 Activation Modes
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NEXUS supports three deployment configurations:
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| Mode | Agents Active | Use Case | Timeline |
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|------|--------------|----------|----------|
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| **NEXUS-Full** | All 51 | Enterprise product launch, full lifecycle | 12-24 weeks |
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| **NEXUS-Sprint** | 15-25 | Feature development, MVP build | 2-6 weeks |
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| **NEXUS-Micro** | 5-10 | Bug fix, content campaign, single deliverable | 1-5 days |
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---
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## 3. Phase 0 — Intelligence & Discovery
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> **Objective**: Understand the landscape before committing resources. No building until the problem is validated.
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### 3.1 Active Agents
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| Agent | Role in Phase | Primary Output |
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|-------|--------------|----------------|
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| **Trend Researcher** | Market intelligence lead | Market Analysis Report with TAM/SAM/SOM |
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| **Feedback Synthesizer** | User needs analysis | Synthesized Feedback Report with pain points |
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| **UX Researcher** | User behavior analysis | Research Findings with personas and journey maps |
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| **Analytics Reporter** | Data landscape assessment | Data Audit Report with available signals |
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| **Legal Compliance Checker** | Regulatory scan | Compliance Requirements Matrix |
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| **Tool Evaluator** | Technology landscape | Tech Stack Assessment |
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### 3.2 Parallel Workstreams
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```
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WORKSTREAM A: Market Intelligence WORKSTREAM B: User Intelligence
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├── Trend Researcher ├── Feedback Synthesizer
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│ ├── Competitive landscape │ ├── Multi-channel feedback collection
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│ ├── Market sizing (TAM/SAM/SOM) │ ├── Sentiment analysis
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│ └── Trend lifecycle mapping │ └── Pain point prioritization
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│ │
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├── Analytics Reporter ├── UX Researcher
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│ ├── Existing data audit │ ├── User interviews/surveys
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│ ├── Signal identification │ ├── Persona development
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│ └── Baseline metrics │ └── Journey mapping
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│ │
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└── Legal Compliance Checker └── Tool Evaluator
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├── Regulatory requirements ├── Technology assessment
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├── Data handling constraints ├── Build vs. buy analysis
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└── Jurisdiction mapping └── Integration feasibility
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```
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### 3.3 Phase 0 Quality Gate
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**Gate Keeper**: Executive Summary Generator
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| Criterion | Threshold | Evidence Required |
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|-----------|-----------|-------------------|
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| Market opportunity validated | TAM > minimum viable threshold | Trend Researcher report with sources |
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| User need confirmed | ≥3 validated pain points | Feedback Synthesizer + UX Researcher data |
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| Regulatory path clear | No blocking compliance issues | Legal Compliance Checker matrix |
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| Data foundation assessed | Key metrics identified | Analytics Reporter audit |
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| Technology feasibility confirmed | Stack validated | Tool Evaluator assessment |
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**Output**: Executive Summary (≤500 words, SCQA format) → Decision: GO / NO-GO / PIVOT
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---
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## 4. Phase 1 — Strategy & Architecture
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> **Objective**: Define what we're building, how it's structured, and what success looks like — before writing a single line of code.
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### 4.1 Active Agents
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| Agent | Role in Phase | Primary Output |
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|-------|--------------|----------------|
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| **Studio Producer** | Strategic portfolio alignment | Strategic Portfolio Plan |
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| **Senior Project Manager** | Spec-to-task conversion | Comprehensive Task List |
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| **Sprint Prioritizer** | Feature prioritization | Prioritized Backlog (RICE scored) |
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| **UX Architect** | Technical architecture + UX foundation | Architecture Spec + CSS Design System |
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| **Brand Guardian** | Brand identity system | Brand Foundation Document |
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| **Backend Architect** | System architecture | System Architecture Specification |
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| **AI Engineer** | AI/ML architecture (if applicable) | ML System Design |
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| **Finance Tracker** | Budget and resource planning | Financial Plan with ROI projections |
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### 4.2 Execution Sequence
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```
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STEP 1: Strategic Framing (Parallel)
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├── Studio Producer → Strategic Portfolio Plan (vision, objectives, ROI targets)
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├── Brand Guardian → Brand Foundation (purpose, values, visual identity system)
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└── Finance Tracker → Budget Framework (resource allocation, cost projections)
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STEP 2: Technical Architecture (Parallel, after Step 1)
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├── UX Architect → CSS Design System + Layout Framework + UX Structure
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├── Backend Architect → System Architecture (services, databases, APIs)
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├── AI Engineer → ML Architecture (models, pipelines, inference strategy)
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└── Senior Project Manager → Task List (spec → tasks, exact requirements)
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STEP 3: Prioritization (Sequential, after Step 2)
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└── Sprint Prioritizer → RICE-scored backlog with sprint assignments
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├── Input: Task List + Architecture Spec + Budget Framework
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├── Output: Prioritized sprint plan with dependency map
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└── Validation: Studio Producer confirms strategic alignment
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```
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### 4.3 Phase 1 Quality Gate
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**Gate Keeper**: Studio Producer + Reality Checker (dual sign-off)
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| Criterion | Threshold | Evidence Required |
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|-----------|-----------|-------------------|
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| Architecture covers all requirements | 100% spec coverage | Senior PM task list cross-referenced |
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| Brand system complete | Logo, colors, typography, voice defined | Brand Guardian deliverable |
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| Technical feasibility validated | All components have implementation path | Backend Architect + UX Architect specs |
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| Budget approved | Within organizational constraints | Finance Tracker plan |
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| Sprint plan realistic | Velocity-based estimation | Sprint Prioritizer backlog |
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**Output**: Approved Architecture Package → Phase 2 activation
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---
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## 5. Phase 2 — Foundation & Scaffolding
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> **Objective**: Build the technical and operational foundation that all subsequent work depends on. Get the skeleton standing before adding muscle.
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### 5.1 Active Agents
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| Agent | Role in Phase | Primary Output |
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|-------|--------------|----------------|
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| **DevOps Automator** | CI/CD pipeline + infrastructure | Deployment Pipeline + IaC Templates |
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| **Frontend Developer** | Project scaffolding + component library | App Skeleton + Design System Implementation |
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| **Backend Architect** | Database + API foundation | Schema + API Scaffold + Auth System |
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| **UX Architect** | CSS system implementation | Design Tokens + Layout Framework |
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| **Infrastructure Maintainer** | Cloud infrastructure setup | Monitoring + Logging + Alerting |
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| **Studio Operations** | Process setup | Collaboration tools + workflows |
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### 5.2 Parallel Workstreams
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```
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WORKSTREAM A: Infrastructure WORKSTREAM B: Application Foundation
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├── DevOps Automator ├── Frontend Developer
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│ ├── CI/CD pipeline (GitHub Actions) │ ├── Project scaffolding
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│ ├── Container orchestration │ ├── Component library setup
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│ └── Environment provisioning │ └── Design system integration
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│ │
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├── Infrastructure Maintainer ├── Backend Architect
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│ ├── Cloud resource provisioning │ ├── Database schema deployment
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│ ├── Monitoring (Prometheus/Grafana) │ ├── API scaffold + auth
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│ └── Security hardening │ └── Service communication layer
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│ │
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└── Studio Operations └── UX Architect
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├── Git workflow + branch strategy ├── CSS design tokens
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├── Communication channels ├── Responsive layout system
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└── Documentation templates └── Theme system (light/dark/system)
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```
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### 5.3 Phase 2 Quality Gate
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**Gate Keeper**: DevOps Automator + Evidence Collector
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| Criterion | Threshold | Evidence Required |
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|-----------|-----------|-------------------|
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| CI/CD pipeline operational | Build + test + deploy working | Pipeline execution logs |
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| Database schema deployed | All tables/indexes created | Migration success + schema dump |
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| API scaffold responding | Health check endpoints live | curl response screenshots |
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| Frontend rendering | Skeleton app loads in browser | Evidence Collector screenshots |
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| Monitoring active | Dashboards showing metrics | Grafana/monitoring screenshots |
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| Design system implemented | Tokens + components available | Component library demo |
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**Output**: Working skeleton application with full DevOps pipeline → Phase 3 activation
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---
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## 6. Phase 3 — Build & Iterate
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> **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.
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### 6.1 The Dev↔QA Loop
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This is the heart of NEXUS. The Agents Orchestrator manages a **task-by-task quality loop**:
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```
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┌─────────────────────────────────────────────────────────┐
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│ DEV ↔ QA LOOP │
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│ │
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│ ┌──────────┐ ┌──────────┐ ┌──────────────────┐ │
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│ │ Developer │───▶│ Evidence │───▶│ Decision Logic │ │
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│ │ Agent │ │ Collector│ │ │ │
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│ │ │ │ (QA) │ │ PASS → Next Task │ │
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│ │ Implements│ │ │ │ FAIL → Retry (≤3) │ │
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│ │ Task N │ │ Tests │ │ BLOCKED → Escalate│ │
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│ │ │◀───│ Task N │◀───│ │ │
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│ └──────────┘ └──────────┘ └──────────────────┘ │
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│ ▲ │ │
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│ │ QA Feedback │ │
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│ └────────────────────────────────────┘ │
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│ │
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│ Orchestrator tracks: attempt count, QA feedback, │
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│ task status, cumulative quality metrics │
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└─────────────────────────────────────────────────────────┘
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```
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### 6.2 Agent Assignment by Task Type
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| Task Type | Primary Developer | QA Agent | Specialist Support |
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|-----------|------------------|----------|-------------------|
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| Frontend UI | Frontend Developer | Evidence Collector | UI Designer, Whimsy Injector |
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| Backend API | Backend Architect | API Tester | Performance Benchmarker |
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| Database | Backend Architect | API Tester | Analytics Reporter |
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| Mobile | Mobile App Builder | Evidence Collector | UX Researcher |
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| AI/ML Feature | AI Engineer | Test Results Analyzer | Data Analytics Reporter |
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| Infrastructure | DevOps Automator | Performance Benchmarker | Infrastructure Maintainer |
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| Premium Polish | Senior Developer | Evidence Collector | Visual Storyteller |
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| Rapid Prototype | Rapid Prototyper | Evidence Collector | Experiment Tracker |
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| Spatial/XR | XR Immersive Developer | Evidence Collector | XR Interface Architect |
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| visionOS | visionOS Spatial Engineer | Evidence Collector | macOS Spatial/Metal Engineer |
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| Cockpit UI | XR Cockpit Interaction Specialist | Evidence Collector | XR Interface Architect |
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| CLI/Terminal | Terminal Integration Specialist | API Tester | LSP/Index Engineer |
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| Code Intelligence | LSP/Index Engineer | Test Results Analyzer | Senior Developer |
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### 6.3 Parallel Build Tracks
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For complex projects, multiple tracks run simultaneously:
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```
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TRACK A: Core Product TRACK B: Growth & Marketing
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├── Frontend Developer ├── Growth Hacker
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│ └── UI implementation │ └── Viral loops + referral system
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├── Backend Architect ├── Content Creator
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│ └── API + business logic │ └── Launch content + editorial calendar
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├── AI Engineer ├── Social Media Strategist
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│ └── ML features + pipelines │ └── Cross-platform campaign
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│ ├── App Store Optimizer (if mobile)
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│ │ └── ASO strategy + metadata
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│ │
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TRACK C: Quality & Operations TRACK D: Brand & Experience
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├── Evidence Collector ├── UI Designer
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│ └── Continuous QA screenshots │ └── Component refinement
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├── API Tester ├── Brand Guardian
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│ └── Endpoint validation │ └── Brand consistency audit
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├── Performance Benchmarker ├── Visual Storyteller
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│ └── Load testing + optimization │ └── Visual narrative assets
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├── Workflow Optimizer └── Whimsy Injector
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│ └── Process improvement └── Delight moments + micro-interactions
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└── Experiment Tracker
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└── A/B test management
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```
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### 6.4 Phase 3 Quality Gate
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**Gate Keeper**: Agents Orchestrator
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| Criterion | Threshold | Evidence Required |
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|-----------|-----------|-------------------|
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| All tasks pass QA | 100% task completion | Evidence Collector screenshots per task |
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| API endpoints validated | All endpoints tested | API Tester report |
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| Performance baselines met | P95 < 200ms, LCP < 2.5s | Performance Benchmarker report |
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| Brand consistency verified | 95%+ adherence | Brand Guardian audit |
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| No critical bugs | Zero P0/P1 open issues | Test Results Analyzer summary |
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**Output**: Feature-complete application → Phase 4 activation
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---
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## 7. Phase 4 — Quality & Hardening
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> **Objective**: The final quality gauntlet. The Reality Checker defaults to "NEEDS WORK" — you must prove production readiness with overwhelming evidence.
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### 7.1 Active Agents
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| Agent | Role in Phase | Primary Output |
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|-------|--------------|----------------|
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| **Reality Checker** | Final integration testing (defaults to NEEDS WORK) | Reality-Based Integration Report |
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| **Evidence Collector** | Comprehensive visual evidence | Screenshot Evidence Package |
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| **Performance Benchmarker** | Load testing + optimization | Performance Certification |
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| **API Tester** | Full API regression suite | API Test Report |
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| **Test Results Analyzer** | Aggregate quality metrics | Quality Metrics Dashboard |
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| **Legal Compliance Checker** | Final compliance audit | Compliance Certification |
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| **Infrastructure Maintainer** | Production readiness check | Infrastructure Readiness Report |
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| **Workflow Optimizer** | Process efficiency review | Optimization Recommendations |
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### 7.2 The Hardening Sequence
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```
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STEP 1: Evidence Collection (Parallel)
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├── Evidence Collector → Full screenshot suite (desktop, tablet, mobile)
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├── API Tester → Complete endpoint regression
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├── Performance Benchmarker → Load test at 10x expected traffic
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└── Legal Compliance Checker → Final regulatory audit
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STEP 2: Analysis (Parallel, after Step 1)
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├── Test Results Analyzer → Aggregate all test data into quality dashboard
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├── Workflow Optimizer → Identify remaining process inefficiencies
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└── Infrastructure Maintainer → Production environment validation
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STEP 3: Final Judgment (Sequential, after Step 2)
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└── Reality Checker → Integration Report
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├── Cross-validates ALL previous QA findings
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├── Tests complete user journeys with screenshot evidence
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├── Verifies specification compliance point-by-point
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├── Default verdict: NEEDS WORK
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└── READY only with overwhelming evidence across all criteria
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```
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### 7.3 Phase 4 Quality Gate (THE FINAL GATE)
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**Gate Keeper**: Reality Checker (sole authority)
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| Criterion | Threshold | Evidence Required |
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|-----------|-----------|-------------------|
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| User journeys complete | All critical paths working | End-to-end screenshots |
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| Cross-device consistency | Desktop + Tablet + Mobile | Responsive screenshots |
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| Performance certified | P95 < 200ms, uptime > 99.9% | Load test results |
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| Security validated | Zero critical vulnerabilities | Security scan report |
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| Compliance certified | All regulatory requirements met | Legal Compliance Checker report |
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| Specification compliance | 100% of spec requirements | Point-by-point verification |
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**Verdict Options**:
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- **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 |
|
|
|
|
### 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 |
|
|
|
|
---
|
|
|
|
## 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 51 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 |
|
|
|
|
---
|
|
|
|
<div align="center">
|
|
|
|
**🌐 NEXUS: 51 Agents. 9 Divisions. 7 Phases. One Unified Strategy. 🌐**
|
|
|
|
*From discovery to sustained operations — every agent knows their role, their timing, and their handoff.*
|
|
|
|
</div>
|