ECP AI Multi-Agent Squad

WHERE to write — absolute or relative path of the folder where all squad outputs will be written.

{REPO_DESTINO}/
├── product_briefing_spec.md
├── tech_spec.md
└── design_spec.md

1. Is the Objective inspiring and does it guide product decisions?
2. Are the KRs measurable and achievable within the defined timeframe?
3. Are the Macro Opportunities linked to the right KRs?
4. Are they real opportunities (pains/needs/desires) or disguised solutions?
5. Is the scope appropriate for a discovery cycle?

ecp-ai-multi-agent-squad/
├── CLAUDE.md                       # Entry contract + global rules
├── validate-inputs.mjs             # Pre-flight check cross-platform (Node.js)
├── README.md
├── agents/
│   ├── orchestrator/               # Coordination and HITL
│   │   └── CLAUDE.md
│   ├── product-manager/            # Strategy and metrics
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── market-research/    (4 skills)  competitor-analysis, customer-segmentation, market-sizing, trend-scanning
│   │       ├── product-vision/     (4 skills)  vision-writer, north-star-definer, product-principles, opportunity-brief-writer
│   │       ├── product-strategy/   (4 skills)  okr-facilitator, four-risks-assessor, assumption-mapper, outcome-roadmap
│   │       └── metrics/            (4 skills)  experiment-designer, leading-lagging-indicators, ab-test-analyzer, report-generator
│   ├── product-designer/           # Research, ideation and prototypes
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── customer-research/  (4 skills)  continuous-interview-partner, ethnographic-researcher, assumption-tester, insight-synthesizer
│   │       ├── ux/                 (8 skills)  low-fi-prototyper, high-fi-prototyper, ideation-facilitator, solution-sketcher, information-architecture, interaction-design, accessibility-checker, usability-evaluator
│   │       └── ui/                 (4 skills)  component-spec, design-tokens, responsive-guidelines, visual-consistency-checker
│   ├── product-owner/              # Prioritization and structuring
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── epic/               (4 skills)  epic-writer, enabler-epic-writer, opportunity-brief-writer, opportunity-prioritizer
│   │       ├── feature/            (2 skills)  feature-writer, enabler-feature-writer
│   │       └── story/              (4 skills)  user-story-writer, acceptance-criteria-writer, story-splitter, functional-documentation-writer
│   ├── software-architect/         # Domain and architecture
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── domain-design/      (6 skills)  bounded-context-mapper, aggregate-designer, class-model-designer, ubiquitous-language-builder, context-map-writer, class-diagram-generator
│   │       ├── system-design/      (5 skills)  adr-writer, api-contract-designer, data-modeling, evolutionary-architecture, repo-scaffolder
│   │       ├── evaluation/         (4 skills)  build-vs-buy, risk-assessment, technical-debt-tracker, tech-radar
│   │       └── enablement/         (4 skills)  architecture-pairing, dependency-audit, pattern-advisor, scalability-analysis
│   ├── backend-developer/          # API and persistence
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── api/                (4 skills)  api-builder, auth-implementer, contract-enforcer, error-handler
│   │       ├── persistence/        (4 skills)  schema-builder, repository-implementer, migration-manager, query-optimizer
│   │       ├── quality/            (4 skills)  unit-test-writer, api-test-writer, integration-test-writer, mock-builder
│   │       └── living-docs/        (4 skills)  code-commenter, api-documenter, schema-documenter, adr-logger
│   ├── ai-engineer/                # Chatbots, AI agents, RAG and guardrails
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── chatbot-builder/    (4 skills)  conversation-designer, claude-api-integrator, context-manager, prompt-engineer
│   │       ├── agent-builder/      (4 skills)  mcp-server-builder, tool-use-designer, agent-orchestrator, autonomous-workflow
│   │       ├── rag-pipeline/       (4 skills)  document-processor, embedding-pipeline, retrieval-optimizer, grounded-response
│   │       └── ai-guardrails/      (4 skills)  prompt-injection-shield, data-leakage-preventer, scope-enforcer, safety-tester
│   ├── frontend-developer/         # Interface and integration
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── implementation/     (5 skills)  component-builder, design-to-code, responsive-implementer, state-management, mobile-identity
│   │       ├── quality/            (4 skills)  unit-test-writer, integration-test-writer, e2e-script-writer, accessibility-implementer
│   │       ├── performance/        (4 skills)  core-web-vitals-monitor, rendering-strategist, bundle-optimizer, caching-strategist
│   │       └── living-docs/        (4 skills)  code-commenter, component-documenter, adr-logger, readme-writer
│   ├── qa/                         # Quality and tests
│   │   ├── CLAUDE.md
│   │   └── subagents/
│   │       ├── shift-left/         (4 skills)  story-quality-reviewer, testability-advisor, risk-identifier, three-amigos-facilitator
│   │       ├── exploratory/        (4 skills)  charter-designer, session-based-tester, heuristic-tester, edge-case-finder
│   │       ├── automation/         (4 skills)  api-test-writer, e2e-script-writer, test-data-builder, performance-tester
│   │       └── quality-intelligence/ (4 skills)  bug-reporter, postmortem-writer, blameless-retrospective, quality-metrics
│   └── operations/                 # CI/CD, infra and A/B
│       ├── CLAUDE.md
│       └── subagents/
│           ├── flow/               (7 skills)  pipeline-builder, deployment-strategist, feature-flags-manager, dora-metrics-tracker, toil-reducer, docs-generator, installation-guide-writer
│           ├── infrastructure/     (4 skills)  iac-writer, capacity-planner, environment-manager, finops-optimizer
│           ├── reliability/        (4 skills)  monitoring-setup, slo-sla-designer, incident-commander, blameless-postmortem-writer
│           ├── devsecops/          (4 skills)  vulnerability-scanner, compliance-as-code, secrets-manager, security-pipeline-integrator
│           ├── dashboard/          (3 skills)  sre-metrics-designer, product-metrics-designer, dashboard-builder
│           └── change-manager/     (3 skills)  gmud-writer, risk-assessor, change-approver
├── phases/
│   ├── 01-strategic-context/       PHASE.md + README.md
│   ├── 02-product-discovery/       PHASE.md + README.md
│   ├── 03-product-delivery/        PHASE.md + README.md
│   └── 04-product-operation/       PHASE.md + README.md
└── shared/
    ├── identity/                   Template for design_spec.md
    ├── memory/                     context.json (session state)
    └── schemas/                    Communication and input contracts

{REPO_DESTINO}/
├── product_briefing_spec.md          [INPUT]
├── tech_spec.md                      [INPUT]
├── design_spec.md                    [INPUT]
│
├── 01-strategic-context/             OKRs, OST, vision, principles
│   ├── phase-01-output.json
│   └── hitl-1.json
│
├── 02-product-discovery/             Opportunities, backlog, prototypes
│   ├── prototype/
│   │   ├── low-fi.html               Navigable wireframe
│   │   └── high-fi.html              Complete prototype with visual identity
│   ├── epics/
│   ├── features/
│   ├── stories/
│   └── hitl-2..6.json
│
├── 03-product-delivery/              Architecture, ADRs, code, tests
│   └── hitl-7..10.json
│
├── 04-product-operation/             SLOs, A/B, DORA, CI/CD, GMUD
│   ├── ops-output.json
│   ├── dashboard-output.json
│   └── hitl-11..12.json
│
└── docs/                             Navigable documentation site
    ├── index.html
    ├── fase-01..04.html
    ├── assets/
    ├── gmud/
    ├── dashboard/
    └── INSTALACAO.md