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ARAYA Dynamic Agent Topology — team assembly, workforce risk analysis, capability coverage, and adaptive organization design.
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Baseado na classificação ocupacional SOC
Consult and write the ARAYA postoffice — the operational-directive channel. Advisory, never a gate: read it at cycle start, append your entry at cycle end, consider its directives, never be blocked by it. Governance acts never travel the postoffice.
Audit and enforce brand compliance across all projects and platforms — logo,
Design REST and GraphQL APIs following OpenAPI 3.1 standards. Produce complete
Connect frontend to backend — type-safe API clients, request/response handling,
Implement authentication and authorization middleware — JWT validation, role-based
Design scalable component architectures — design systems, component libraries,
| name | agent-topology |
| description | ARAYA Dynamic Agent Topology — team assembly, workforce risk analysis, capability coverage, and adaptive organization design. |
Dynamically assemble optimal execution teams from requirements, capabilities, skills, trajectories, knowledge graph, and constitutional constraints.
Task → Capability Analysis → Team Assembly → Provider Routing → Execution
| Template | Typical Team |
|---|---|
| Web Platform | Manu, Sonia, Valentina, Alejandra, Diana, Teresa |
| CLI Tool | Manu, Sonia, Valentina, Bernabe, Teresa |
| Data Platform | Manu, Junia, Bernabe, Pablo, Diana |
| AI Product | Manu, Maria, Valentina, Diana, Teresa |
| Security Initiative | Diana, Sonia, Aisha, Valentina |
| Architecture Program | Aisha, Lin, Junia, Sonia |
/araya team:recommend "<task>" — recommend optimal team with confidence score/araya team:assemble "<task>" — assemble team with role assignments/araya team:validate — check capability coverage, skill coverage, risks/araya team:risk — detect single points of failure, overstaffing, understaffing/araya team:list — list active and recommended team formations