Sistema do Agente @data-engineer
Versão: 1.0.0 Criado: 2026-02-04 Owner: @data-engineer (Dara - The Sage) Status: Documentação Oficial
Visão Geral
O agente @data-engineer (Dara) e o Database Architect & Operations Engineer do AIOX, responsavel pelo design de schemas, migracoes, seguranca (RLS), otimizacao de performance e operacoes de DBA. Este agente atua como um Sage que modela dominios de negocio, implementa migracoes seguras com snapshots e rollback, e garante integridade e seguranca dos dados.
Caracteristicas Principais
| Caracteristica | Descrição | |----------------|-----------| | Persona | Dara - The Sage | | Arquetipo | Sage / Gemini | | Tom | Tecnico, preciso, metodico, consciente de seguranca | | Foco | Design de schema, migracoes, RLS, performance, operacoes DBA | | Fechamento | "-- Dara, arquitetando dados" |
Principios Criticos de Database
- Corretude antes de velocidade - Acertar primeiro, otimizar depois
- Tudo versionado e reversivel - Snapshots + scripts de rollback
- Seguranca por padrao - RLS, constraints, triggers para consistencia
- Idempotencia em todo lugar - Seguro executar operacoes multiplas vezes
- Design orientado a dominio - Entender negocio antes de modelar dados
- Access pattern first - Design baseado em como dados serao consultados
- Defesa em profundidade - RLS + defaults + check constraints + triggers
- Observabilidade integrada - Logs, metricas, explain plans
- Zero-downtime como objetivo - Planejar migracoes cuidadosamente
Vocabulario Caracteristico
- Consultar
- Modelar
- Armazenar
- Configurar
- Normalizar
- Indexar
- Migrar
Lista Completa de Arquivos
Arquivos Core de Tasks do @data-engineer
| Arquivo | Comando | Propósito |
|---------|---------|-----------|
| .aiox-core/development/tasks/db-domain-modeling.md | *model-domain | Sessao interativa de modelagem de dominio |
| .aiox-core/development/tasks/setup-database.md | *setup-database [type] | Setup de projeto de database (Supabase, PostgreSQL, MongoDB, MySQL, SQLite) |
| .aiox-core/development/tasks/db-bootstrap.md | *bootstrap | Cria estrutura padrao de projeto Supabase |
| .aiox-core/development/tasks/db-env-check.md | *env-check | Valida variaveis de ambiente do database |
| .aiox-core/development/tasks/db-apply-migration.md | *apply-migration {path} | Aplica migracao com snapshot e lock advisory |
| .aiox-core/development/tasks/db-dry-run.md | *dry-run {path} | Testa migracao sem commit |
| .aiox-core/development/tasks/db-seed.md | *seed {path} | Aplica seed data (idempotent) |
| .aiox-core/development/tasks/db-snapshot.md | *snapshot {label} | Cria snapshot do schema |
| .aiox-core/development/tasks/db-rollback.md | *rollback {snapshot_or_file} | Restaura snapshot ou executa rollback |
| .aiox-core/development/tasks/db-smoke-test.md | *smoke-test {version} | Testes abrangentes de database |
| .aiox-core/development/tasks/security-audit.md | *security-audit {scope} | Auditoria de seguranca (rls, schema, full) |
| .aiox-core/development/tasks/analyze-performance.md | *analyze-performance {type} | Analise de performance (query, hotpaths, interactive) |
| .aiox-core/development/tasks/db-policy-apply.md | *policy-apply {table} {mode} | Instala politica RLS (KISS ou granular) |
| .aiox-core/development/tasks/test-as-user.md | *test-as-user {user_id} | Emula usuario para testar RLS |
| .aiox-core/development/tasks/db-verify-order.md | *verify-order {path} | Valida ordenacao DDL para dependencias |
| .aiox-core/development/tasks/db-load-csv.md | *load-csv {table} {file} | Carregador seguro de CSV (staging->merge) |
| .aiox-core/development/tasks/db-run-sql.md | *run-sql {file_or_inline} | Executa SQL raw com transacao |
| .aiox-core/development/tasks/create-deep-research-prompt.md | *research {topic} | Gera prompt de pesquisa profunda |
| .aiox-core/development/tasks/execute-checklist.md | *execute-checklist {checklist} | Executa checklist DBA |
| .aiox-core/development/tasks/create-doc.md | *doc-out | Output de documento completo |
Tasks Depreciadas (Backward Compatibility v2.0->v3.0)
| Task Antiga | Nova Task | Migracao |
|-------------|-----------|----------|
| db-rls-audit.md | security-audit.md | *security-audit rls |
| schema-audit.md | security-audit.md | *security-audit schema |
| db-explain.md | analyze-performance.md | *analyze-performance query |
| db-analyze-hotpaths.md | analyze-performance.md | *analyze-performance hotpaths |
| query-optimization.md | analyze-performance.md | *analyze-performance interactive |
| db-impersonate.md | test-as-user.md | *test-as-user {user_id} |
| db-supabase-setup.md | setup-database.md | *setup-database supabase |
Arquivos de Definição do Agente
| Arquivo | Propósito |
|---------|-----------|
| .aiox-core/development/agents/data-engineer.md | Definição core do agente @data-engineer (persona, comandos, workflows) |
| .claude/commands/AIOX/agents/data-engineer.md | Comando Claude Code para ativar @data-engineer |
Arquivos de Templates SQL
| Arquivo | Propósito |
|---------|-----------|
| schema-design-tmpl.yaml | Template de documentacao de schema |
| rls-policies-tmpl.yaml | Template de politicas RLS |
| migration-plan-tmpl.yaml | Template de plano de migracao |
| index-strategy-tmpl.yaml | Template de estrategia de indices |
| tmpl-migration-script.sql | Template de script de migracao |
| tmpl-rollback-script.sql | Template de script de rollback |
| tmpl-smoke-test.sql | Template de smoke test |
| tmpl-rls-kiss-policy.sql | Template de politica RLS KISS |
| tmpl-rls-granular-policies.sql | Template de politicas RLS granulares |
| tmpl-staging-copy-merge.sql | Template de staging para CSV |
| tmpl-seed-data.sql | Template de seed data |
| tmpl-comment-on-examples.sql | Exemplos de COMMENT ON |
Arquivos de Checklists
| Arquivo | Propósito |
|---------|-----------|
| dba-predeploy-checklist.md | Checklist pre-deploy DBA |
| dba-rollback-checklist.md | Checklist de rollback |
| database-design-checklist.md | Checklist de design de database |
Arquivos de Data/Conhecimento
| Arquivo | Propósito |
|---------|-----------|
| database-best-practices.md | Melhores praticas de database |
| supabase-patterns.md | Padroes Supabase |
| postgres-tuning-guide.md | Guia de tuning PostgreSQL |
| rls-security-patterns.md | Padroes de seguranca RLS |
| migration-safety-guide.md | Guia de seguranca de migracao |
Workflows que Usam @data-engineer
| Arquivo | Propósito |
|---------|-----------|
| .aiox-core/development/workflows/brownfield-discovery.yaml | Workflow de discovery brownfield (Fase 2 e 5) |
Flowchart: Sistema Completo do @data-engineer
flowchart TB
subgraph ACTIVATION["ATIVACAO DO AGENTE"]
A["@data-engineer"] --> B["ActivationRuntime -> UnifiedActivationPipeline"]
B --> C["Exibe Greeting Sage"]
C --> D["Quick Commands"]
D --> E["HALT - Aguarda Usuario"]
end
subgraph COMMANDS["CATEGORIAS DE COMANDOS"]
E --> F{"Comando Recebido"}
F -->|"Arquitetura"| G["Design Commands"]
F -->|"Operacoes"| H["DBA Commands"]
F -->|"Seguranca"| I["Security Commands"]
F -->|"Performance"| J["Performance Commands"]
F -->|"Dados"| K["Data Commands"]
end
subgraph DESIGN["DESIGN & ARQUITETURA"]
G --> G1["*create-schema"]
G --> G2["*create-rls-policies"]
G --> G3["*model-domain"]
G --> G4["*design-indexes"]
G --> G5["*create-migration-plan"]
end
subgraph DBA["OPERACOES DBA"]
H --> H1["*setup-database"]
H --> H2["*bootstrap"]
H --> H3["*apply-migration"]
H --> H4["*dry-run"]
H --> H5["*snapshot"]
H --> H6["*rollback"]
H --> H7["*smoke-test"]
H --> H8["*seed"]
end
subgraph SECURITY["SEGURANCA"]
I --> I1["*security-audit"]
I --> I2["*policy-apply"]
I --> I3["*test-as-user"]
I --> I4["*verify-order"]
end
subgraph PERF["PERFORMANCE"]
J --> J1["*analyze-performance query"]
J --> J2["*analyze-performance hotpaths"]
J --> J3["*analyze-performance interactive"]
end
subgraph DATA["OPERACOES DE DADOS"]
K --> K1["*load-csv"]
K --> K2["*run-sql"]
end
style ACTIVATION fill:#e3f2fd
style COMMANDS fill:#e8f5e9
style DESIGN fill:#fff8e1
style DBA fill:#f3e5f5
style SECURITY fill:#ffebee
style PERF fill:#e1f5fe
style DATA fill:#f1f8e9
Diagrama do Ciclo de Migracao
stateDiagram-v2
[*] --> Design: Novo Requisito
state Design {
D1: Entender Dominio
D2: Modelar Entidades
D3: Definir Relacionamentos
D4: Criar Schema SQL
D1 --> D2
D2 --> D3
D3 --> D4
}
Design --> PreMigration: Schema Pronto
state PreMigration {
P1: *snapshot pre_migration
P2: *verify-order migration.sql
P3: *dry-run migration.sql
P4: Validar Output
P1 --> P2
P2 --> P3
P3 --> P4
}
PreMigration --> Migration: Dry-run OK
state Migration {
M1: *apply-migration
M2: Advisory Lock
M3: Execute SQL
M4: Release Lock
M5: *snapshot post_migration
M1 --> M2
M2 --> M3
M3 --> M4
M4 --> M5
}
Migration --> PostMigration: Aplicado
state PostMigration {
PM1: *smoke-test
PM2: *security-audit
PM3: *analyze-performance
PM4: Validar RLS
PM1 --> PM2
PM2 --> PM3
PM3 --> PM4
}
PostMigration --> [*]: Completo
Migration --> Rollback: Falha
PostMigration --> Rollback: Issues Criticos
state Rollback {
R1: *rollback snapshot
R2: Verificar Estado
R3: Investigar Causa
}
Rollback --> Design: Fix e Retry
Fluxo de Security Audit
flowchart TB
subgraph AUDIT["SECURITY AUDIT (*security-audit)"]
A["Selecionar Escopo"] --> B{"Tipo?"}
B -->|"rls"| C["RLS Audit Only"]
B -->|"schema"| D["Schema Audit Only"]
B -->|"full"| E["RLS + Schema + Best Practices"]
subgraph RLS_AUDIT["RLS AUDIT"]
C --> C1["Listar Tabelas"]
C1 --> C2["Verificar RLS Enabled"]
C2 --> C3["Listar Policies"]
C3 --> C4["Coverage por Comando"]
C4 --> C5["Tabelas Sem RLS"]
end
subgraph SCHEMA_AUDIT["SCHEMA AUDIT"]
D --> D1["Primary Keys"]
D1 --> D2["NOT NULL Constraints"]
D2 --> D3["Foreign Keys"]
D3 --> D4["Audit Timestamps"]
D4 --> D5["Indices em FKs"]
end
subgraph FULL_AUDIT["FULL AUDIT"]
E --> E1["RLS Audit"]
E1 --> E2["Schema Audit"]
E2 --> E3["PII/Sensitive Check"]
E3 --> E4["Permissions Check"]
end
C5 --> F["Gerar Relatorio"]
D5 --> F
E4 --> F
F --> G{"Issues Criticos?"}
G -->|"Sim"| H["Recomendar Fixes"]
G -->|"Nao"| I["Schema Seguro"]
H --> J["*policy-apply para RLS"]
H --> K["ALTER TABLE para Constraints"]
end
style C fill:#e1f5fe
style D fill:#fff8e1
style E fill:#ffebee
style I fill:#c8e6c9
style H fill:#ffcdd2
Fluxo de Snapshot e Rollback
flowchart TB
subgraph SNAPSHOT["SISTEMA DE SNAPSHOTS"]
direction TB
A["*snapshot {label}"] --> B["Criar Diretorio<br/>supabase/snapshots/"]
B --> C["pg_dump --schema-only"]
C --> D["Gerar Metadata"]
D --> E["Verificar Conteudo"]
E --> F["Snapshot Criado"]
F --> G["supabase/snapshots/<br/>{TS}_{label}.sql"]
F --> H["supabase/snapshots/<br/>{TS}_{label}.meta"]
end
subgraph MIGRATION["MIGRACAO COM AUTO-SNAPSHOT"]
I["*apply-migration"] --> J["Pre-Snapshot Automatico"]
J --> K["Advisory Lock"]
K --> L["Execute Migration"]
L --> M{"Sucesso?"}
M -->|"Sim"| N["Post-Snapshot"]
M -->|"Nao"| O["Transaction Rollback"]
N --> P["Gerar Diff"]
P --> Q["Release Lock"]
end
subgraph ROLLBACK["SISTEMA DE ROLLBACK"]
R["*rollback {target}"] --> S["Confirmar ROLLBACK"]
S --> T["Emergency Snapshot"]
T --> U["Validar Target"]
U --> V["Advisory Lock"]
V --> W["Execute Restore"]
W --> X{"Sucesso?"}
X -->|"Sim"| Y["Post-Rollback Validation"]
X -->|"Nao"| Z["Restore Emergency"]
Y --> AA["Release Lock"]
Z --> AA
end
F -.-> R
J -.-> G
T -.-> G
style F fill:#c8e6c9
style O fill:#ffcdd2
style Z fill:#ffcdd2
style Y fill:#c8e6c9
Mapeamento de Comandos para Tasks
Comandos de Arquitetura e Design
| Comando | Task File | Operacao |
|---------|-----------|----------|
| *create-schema | (inline) | Design de schema de database |
| *create-rls-policies | (inline) | Design de politicas RLS |
| *create-migration-plan | (inline) | Cria estrategia de migracao |
| *design-indexes | (inline) | Design de estrategia de indices |
| *model-domain | db-domain-modeling.md | Sessao interativa de modelagem |
Comandos de Operacoes DBA
| Comando | Task File | Operacao |
|---------|-----------|----------|
| *setup-database [type] | setup-database.md | Setup de projeto (supabase/postgresql/mongodb/mysql/sqlite) |
| *bootstrap | db-bootstrap.md | Scaffold de estrutura Supabase |
| *env-check | db-env-check.md | Valida variaveis de ambiente |
| *apply-migration {path} | db-apply-migration.md | Aplica migracao com snapshot de seguranca |
| *dry-run {path} | db-dry-run.md | Testa migracao sem commit |
| *seed {path} | db-seed.md | Aplica seed data idempotente |
| *snapshot {label} | db-snapshot.md | Cria snapshot de schema |
| *rollback {target} | db-rollback.md | Restaura snapshot ou executa rollback |
| *smoke-test {version} | db-smoke-test.md | Testes de validação |
Comandos de Seguranca e Performance (Consolidados - Story 6.1.2.3)
| Comando | Task File | Operacao |
|---------|-----------|----------|
| *security-audit rls | security-audit.md | Auditoria de cobertura RLS |
| *security-audit schema | security-audit.md | Auditoria de qualidade de schema |
| *security-audit full | security-audit.md | Auditoria completa |
| *analyze-performance query | analyze-performance.md | EXPLAIN ANALYZE de query |
| *analyze-performance hotpaths | analyze-performance.md | Detecta bottlenecks do sistema |
| *analyze-performance interactive | analyze-performance.md | Sessao de otimizacao interativa |
| *policy-apply {table} {mode} | db-policy-apply.md | Instala politica RLS (KISS ou granular) |
| *test-as-user {user_id} | test-as-user.md | Emula usuario para testar RLS |
| *verify-order {path} | db-verify-order.md | Valida ordenacao DDL |
Comandos de Operacoes de Dados
| Comando | Task File | Operacao |
|---------|-----------|----------|
| *load-csv {table} {file} | db-load-csv.md | Carregador seguro de CSV |
| *run-sql {file_or_inline} | db-run-sql.md | Executa SQL com transacao |
Comandos de Contexto e Sessao
| Comando | Operacao |
|---------|----------|
| *help | Mostra todos os comandos disponiveis |
| *guide | Mostra guia de uso completo |
| *yolo | Toggle de confirmacao (skip/require) |
| *exit | Sai do modo data-engineer |
| *doc-out | Output de documento completo |
| *execute-checklist {checklist} | Executa checklist DBA |
| *research {topic} | Gera prompt de pesquisa profunda |
Integracoes entre Agentes
Diagrama de Colaboracao
flowchart TB
subgraph DATA_ECOSYSTEM["ECOSSISTEMA DO @data-engineer"]
DATA["@data-engineer (Dara)"]
end
subgraph UPSTREAM["UPSTREAM - Fornece Requisitos"]
ARCH["@architect (Aria)<br/>System Architecture"]
end
subgraph DOWNSTREAM["DOWNSTREAM - Recebe Schema"]
DEV["@dev (Dex)<br/>Developer"]
end
subgraph COLLABORATION["COLABORACAO EM DISCOVERY"]
QA["@qa (Quinn)<br/>Quality Gate"]
end
ARCH -->|"Requisitos de Arquitetura<br/>Gate 2 Decision"| DATA
DATA -->|"Schema Design<br/>Migrations<br/>RLS Policies"| DEV
DATA -->|"DB Audit<br/>Fase 2 brownfield-discovery"| QA
QA -->|"Validacao<br/>Fase 7"| DATA
style DATA fill:#e8f5e9
style ARCH fill:#e3f2fd
style DEV fill:#fff3e0
style QA fill:#fce4ec
Fluxo de Colaboracao
| De | Para | Trigger | Acao | |----|------|---------|------| | @architect | @data-engineer | Gate 2 Decision | @data-engineer recebe requisitos de schema | | @data-engineer | @dev | Schema pronto | @dev implementa data layer | | @data-engineer | @qa | brownfield-discovery Fase 2 | @data-engineer documenta schema e debitos | | @qa | @data-engineer | Fase 5 validation | @qa valida e @data-engineer ajusta |
Delegacao do @architect (Gate 2 Decision)
O @architect delega para @data-engineer:
- Database schema design
- Query optimization
- RLS policies design
- Index strategy
- Migration planning
Quando Usar Outro Agente
| Tarefa | Agente | Motivo | |--------|--------|--------| | System architecture | @architect | Padroes de app-level, design de API | | Application code | @dev | Implementacao de repository pattern, DAL | | Frontend design | @ux-design-expert | Design de UI/UX | | Git operations | @github-devops | Push, PR, deploy |
Workflow: Brownfield Discovery
O @data-engineer participa do workflow brownfield-discovery.yaml em duas fases criticas:
Fase 2: Coleta de Database
step: database_documentation
phase: 2
phase_name: "Coleta: Database"
agent: data-engineer
action: db-schema-audit
creates:
- supabase/docs/SCHEMA.md
- supabase/docs/DB-AUDIT.md
duration_estimate: "20-40 min"
Analises realizadas:
- Schema completo (tabelas, colunas, tipos)
- Relacionamentos e foreign keys
- Indices existentes e faltantes
- RLS policies (cobertura e qualidade)
- Views e functions
- Performance (queries lentas conhecidas)
Debitos identificados (nivel dados):
- Tabelas sem RLS
- Indices faltantes
- Normalizacao inadequada
- Constraints ausentes
- Migrations não versionadas
- Dados orfaos
Fase 5: Validacao Database
step: database_specialist_review
phase: 5
phase_name: "Validacao: Database"
agent: data-engineer
action: review_and_validate
creates: docs/reviews/db-specialist-review.md
duration_estimate: "20-30 min"
Responsabilidades:
- Validar debitos identificados
- Estimar custos (horas)
- Priorizar (perspectiva DB)
- Responder perguntas do @architect
Configuracao
Variaveis de Ambiente Necessarias
# Supabase Database Connection
SUPABASE_DB_URL="postgresql://postgres.[PASSWORD]@[PROJECT-REF].supabase.co:6543/postgres?sslmode=require"
# Para backups/analise (conexao direta)
# SUPABASE_DB_URL="postgresql://postgres.[PASSWORD]@[PROJECT-REF].supabase.co:5432/postgres"
Estrutura de Diretorio Padrao (Supabase)
supabase/
├── migrations/ # Arquivos de migracao
│ └── README.md
├── seeds/ # Seed data
│ └── README.md
├── tests/ # Smoke tests
│ └── README.md
├── rollback/ # Scripts de rollback
│ └── README.md
├── snapshots/ # Schema snapshots
├── docs/ # Documentação
│ ├── SCHEMA.md
│ └── migration-log.md
├── config.toml # Configuracao local
└── .gitignore
CodeRabbit Integration
coderabbit_integration:
enabled: true
focus: SQL quality, schema design, query performance, RLS security, migration safety
when_to_use:
- Before applying migrations (review DDL changes)
- After creating RLS policies (check policy logic)
- When adding database access code (review query patterns)
- During schema refactoring (validate changes)
severity_handling:
CRITICAL:
action: Block migration/deployment
focus: SQL injection risks, RLS bypass, data exposure
HIGH:
action: Fix before migration or create rollback plan
focus: Performance issues, missing constraints
MEDIUM:
action: Document as technical debt
focus: Schema design, normalization
LOW:
action: Note for future refactoring
focus: SQL style, readability
Best Practices
Quando Usar o @data-engineer
USE @data-engineer para:
- Design de schema de database
- Modelagem de dominio
- Migracoes e versionamento
- Politicas RLS e seguranca
- Otimizacao de queries e performance
- Operacoes DBA (backup, restore, smoke-test)
- Auditoria de seguranca e qualidade
NAO USE @data-engineer para:
- System architecture (use @architect)
- Codigo de aplicacao (use @dev)
- Git operations (use @github-devops)
- Frontend/UI (use @ux-design-expert)
Workflow de Migracao Segura
# 1. Antes de qualquer migracao
*snapshot pre_migration
# 2. Testar migracao
*dry-run path/to/migration.sql
# 3. Aplicar migracao
*apply-migration path/to/migration.sql
# 4. Validar resultado
*smoke-test
*security-audit rls
# 5. Se problemas
*rollback supabase/snapshots/{TS}_pre_migration.sql
Padrao de Tabela
Toda tabela deve ter como baseline:
id(UUID PRIMARY KEY)created_at(TIMESTAMPTZ)updated_at(TIMESTAMPTZ)- Foreign keys para relacionamentos
- RLS enabled por padrao
- Indices em FKs e colunas de query frequente
Seguranca
- Nunca expor secrets - redact passwords/tokens automaticamente
- Preferir conexao Pooler (porta 6543) com SSL
- Quando não ha Auth layer, avisar que
auth.uid()retorna NULL - RLS deve ser validado com casos positivos/negativos
- Service role key bypassa RLS - usar com extremo cuidado
- Sempre usar transacoes para operacoes multi-statement
- Validar input do usuario antes de construir SQL dinamico
Troubleshooting
Database connection failed
Erro: pg_dump: error: connection failed
Solucao:
- Verificar SUPABASE_DB_URL:
*env-check - Checar formato da connection string
- Verificar SSL mode
- Testar conexao manual:
psql "$SUPABASE_DB_URL"
Migration failed mid-execution
Situacao: *apply-migration falhou no meio
Acao: PostgreSQL ja fez rollback da transacao automaticamente
Proximos passos:
- Fix no arquivo de migracao
*dry-runpara testar*apply-migrationnovamente
Lock already held
Erro: Another migration is running
Solucao:
- Aguardar conclusao da outra migracao
- Verificar locks travados:
SELECT * FROM pg_locks WHERE locktype = 'advisory'; - Se necessario, cancelar lock manualmente
Snapshot file is empty
Problema: Nenhum objeto de schema ou conexao falhou
Solucao:
- Verificar se database tem tabelas:
SELECT * FROM pg_tables WHERE schemaname='public'; - Checar compatibilidade de versao do pg_dump
- Verificar conectividade de rede
RLS policies not working
Sintomas: Usuarios veem dados que não deveriam
Solucao:
- Verificar se RLS esta enabled:
*security-audit rls - Testar como usuario especifico:
*test-as-user {user_id} - Verificar se ha policy com USING clause correta
- Checar se auth.uid() esta retornando valor esperado
Referencias
Tasks do @data-engineer
- db-domain-modeling.md
- setup-database.md
- db-apply-migration.md
- security-audit.md
- analyze-performance.md
- db-snapshot.md
- db-rollback.md
- db-bootstrap.md
Agente
Workflows
Relacionados
Resumo
| Aspecto | Detalhes | |---------|----------| | Total de Tasks Core | 20 task files | | Comandos Principais | 25+ comandos (*setup-database, *apply-migration, *security-audit, etc.) | | Databases Suportados | 5 (Supabase, PostgreSQL, MongoDB, MySQL, SQLite) | | Tipos de Audit | 3 (rls, schema, full) | | Tipos de Performance Analysis | 3 (query, hotpaths, interactive) | | Templates SQL | 12 templates | | Checklists DBA | 3 checklists | | Data Files | 5 arquivos de conhecimento | | Workflows Integrados | 1 (brownfield-discovery) | | Agentes Colaboradores | 3 (@architect, @dev, @qa) | | Fases no brownfield-discovery | 2 (Fase 2: Coleta, Fase 5: Validacao) |
Changelog
| Data | Autor | Descrição | |------|-------|-----------| | 2026-02-04 | @data-engineer | Documento inicial criado |
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