Emergentintelligence
for adaptiveagents

import { agency } from '@framers/agentos';

const research = agency({
  provider: 'openai',
  model: 'gpt-4o',
  strategy: 'hierarchical',
  instructions:
    'Coordinate the team to produce a thorough research report. ' +
    'If you need a capability neither the researcher nor the writer covers, ' +
    'call spawn_specialist to mint a new specialist for just this run.',
  agents: {
    researcher: { instructions: 'Find authoritative sources and pull verbatim quotes.' },
    writer: { instructions: 'Produce well-cited prose from the research brief.' },
  },
  emergent: {
    enabled: true,     // unlocks the spawn_specialist tool
    tier: 'session',   // spawned agents are discarded when generate() returns
    judge: true,       // EmergentAgentJudge reviews each spec before activation
    planner: { maxSpecialists: 3, requireJustification: true, maxJudgeCalls: 6 },
  },
  on: {
    emergentForge: (event) =>
      console.log(`[FORGE] spawned "${event.agentName}" approved=${event.approved}`),
  },
});

const result = await research.generate(
  'Survey the post-2023 RAG literature, including evaluation methodology, ' +
    'known limitations, and reproducibility challenges.',
);
console.log(result.text);