
bmad-integration
by arbgjr
Sistema de desenvolvimento de software orientado por agentes de IA que automatiza e coordena todo o ciclo de vida do desenvolvimento.
SKILL.md
name: bmad-integration description: | Integracao com BMAD Method para escala adaptativa e workflows guiados. Detecta nivel de complexidade e ajusta agentes automaticamente. Use quando: iniciar workflow, detectar complexidade, mapear agentes BMAD. allowed-tools:
- Read
- Bash
- Glob user-invocable: false
BMAD Integration Skill
Proposito
Esta skill integra conceitos do BMAD Method para:
- Escala Adaptativa - Detectar nivel de complexidade (0-3)
- Workflow Mapping - Mapear workflows BMAD para agentes locais
- Role Alignment - Alinhar roles BMAD com agentes do SDLC
BMAD Overview
BMAD Method oferece:
- 21 agentes especializados
- 50+ workflows guiados
- 3 modulos: BMM (core), BMB (builder), CIS (criativo)
- Escala adaptativa Level 0-4
Escala Adaptativa
Level 0 - Quick Flow
trigger:
- bug fix
- typo
- hotfix
- small change
- patch
agents: [code-author, code-reviewer]
skip_phases: [0, 1, 2, 3, 4]
estimated_time: "~5 min"
human_approval: false
Level 1 - Feature
trigger:
- new feature in existing service
- enhancement
- improvement
- minor change
agents:
- requirements-analyst
- code-author
- test-author
- code-reviewer
skip_phases: [0, 1, 3]
estimated_time: "~15-30 min"
human_approval: false
Level 2 - Product/Service
trigger:
- new product
- new service
- new integration
- major feature
- new domain
agents: "ALL"
skip_phases: []
estimated_time: "~1-4 hours"
human_approval: true
approval_gates: [phase-2-to-3, phase-6-to-7]
Level 3 - Enterprise
trigger:
- compliance requirement
- multi-team effort
- critical system
- security sensitive
- high risk
agents: "ALL"
skip_phases: []
estimated_time: "variable"
human_approval: true
approval_gates: "ALL"
extra_requirements:
- compliance_review
- security_review
- architecture_review
- legal_review
Role Mapping
| BMAD Role | Nosso Agente | Fase |
|---|---|---|
| Discovery Agent | domain-researcher | 1 |
| Product Manager | product-owner | 2 |
| Requirements Agent | requirements-analyst | 2 |
| UX Designer | ux-writer | 2 |
| Architect | system-architect | 3 |
| Data Architect | data-architect | 3 |
| Security Expert | threat-modeler | 3 |
| Scrum Master | delivery-planner | 4 |
| Developer | code-author | 5 |
| Code Reviewer | code-reviewer | 5 |
| Test Engineer | test-author | 5 |
| QA Expert | qa-analyst | 6 |
| DevOps | cicd-engineer | 7 |
| SRE | observability-engineer | 8 |
Deteccao de Complexidade
Algoritmo
def detect_complexity(request: str, context: dict) -> int:
"""Detecta nivel de complexidade baseado na request."""
# Keywords por nivel
level_0_keywords = [
"fix", "typo", "bug", "hotfix", "patch",
"corrigir", "ajustar", "pequeno"
]
level_1_keywords = [
"feature", "enhancement", "add", "improve",
"funcionalidade", "melhoria", "adicionar"
]
level_2_keywords = [
"new service", "new product", "integration",
"novo servico", "novo produto", "integracao"
]
level_3_keywords = [
"compliance", "security", "critical", "multi-team",
"enterprise", "audit", "gdpr", "lgpd", "pci"
]
request_lower = request.lower()
# Verificar level 3 primeiro (mais restritivo)
if any(kw in request_lower for kw in level_3_keywords):
return 3
if any(kw in request_lower for kw in level_2_keywords):
return 2
if any(kw in request_lower for kw in level_1_keywords):
return 1
# Verificar contexto
if context.get("affected_services", 0) >= 3:
return 3
if context.get("new_service", False):
return 2
if context.get("existing_service", True):
return 1
# Default: feature
return 1
Workflow Templates
Quick Flow (Level 0)
workflow: quick_flow
steps:
- agent: code-author
action: implement_fix
validation: compile_check
- agent: code-reviewer
action: quick_review
validation: no_blockers
- action: commit_and_push
validation: ci_pass
Feature Flow (Level 1)
workflow: feature_flow
steps:
- phase: 2
agent: requirements-analyst
action: clarify_requirements
output: user_story
- phase: 5
agents: [code-author, test-author]
action: implement_with_tests
output: [code, tests]
- phase: 5
agent: code-reviewer
action: review
validation: approved
- phase: 6
agent: qa-analyst
action: validate
validation: quality_ok
Full SDLC (Level 2)
workflow: full_sdlc
steps:
- phase: 0
agents: [intake-analyst, compliance-guardian]
gate: phase-0-to-1
- phase: 1
agents: [domain-researcher, rag-curator]
gate: phase-1-to-2
- phase: 2
agents: [product-owner, requirements-analyst]
output: spec
gate: phase-2-to-3
- phase: 3
agents: [system-architect, adr-author, threat-modeler]
output: [architecture, adrs, threat_model]
gate: phase-3-to-4
# ... continua para todas as fases
Integracao
Com orchestrator
O orchestrator usa bmad-integration para:
- Detectar nivel na entrada
- Selecionar workflow apropriado
- Configurar gates necessarios
- Definir aprovacoes humanas
Com gate-evaluator
Complexidade afeta rigor dos gates:
- Level 0-1: Gates simplificados
- Level 2: Gates padrao
- Level 3: Gates estendidos + extra reviews
Scripts
detect_level.py
#!/usr/bin/env python3
"""Detecta nivel de complexidade de uma request."""
import sys
import json
def detect_level(request: str) -> dict:
# Implementacao do algoritmo
level = 1 # default
keywords = {
0: ["fix", "bug", "typo", "hotfix"],
1: ["feature", "add", "improve"],
2: ["new service", "integration", "new product"],
3: ["compliance", "security", "critical", "multi-team"]
}
request_lower = request.lower()
for lvl in [3, 2, 1, 0]:
if any(kw in request_lower for kw in keywords[lvl]):
level = lvl
break
return {
"level": level,
"workflow": ["quick_flow", "feature_flow", "full_sdlc", "enterprise_flow"][level],
"human_approval": level >= 2,
"estimated_time": ["~5min", "~15min", "~1-4h", "variable"][level]
}
if __name__ == "__main__":
request = " ".join(sys.argv[1:]) if len(sys.argv) > 1 else ""
result = detect_level(request)
print(json.dumps(result, indent=2))
Pontos de Pesquisa
Para melhorar:
- BMAD Method GitHub
- "adaptive software development workflows"
- "complexity detection in software projects"
Referencias
- BMAD Method
- BMAD Documentation
Score
Total Score
Based on repository quality metrics
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