Capa de inteligencia

Documentación en español de Capa de inteligencia, alineada con el monorepo y la guía inglesa.

Entrada rápida

import { getCostPredictor } from '@commander/core';

const predictor = getCostPredictor();

const estimate = await predictor.estimate({
  task: 'refactor the auth module',
  topology: 'ORCHESTRATOR',
  effortLevel: 'COMPLEX',
  agentCount: 4,
});

console.log(`Estimated cost: $${estimate.estimatedCostUsd}`);
console.log(`Estimated duration: ${estimate.estimatedDurationMs}ms`);
console.log(`Confidence: ${estimate.confidence}`);

┌─────────────────────────────────┐
│         Total Estimate          │
├─────────────────────────────────┤
│  Deliberation:  $0.002         │
│  Execution:     $0.06          │
│  Synthesis:     $0.02          │
│  Quality Gates: $0.008         │
├─────────────────────────────────┤
│  Total:         $0.09          │
└─────────────────────────────────┘

import { getFailurePatternLearner } from '@commander/core';

const learner = getFailurePatternLearner();

// Check for warnings before executing
const warnings = learner.checkPatterns({
  task: 'deploy to production',
  context: 'after database migration',
});

for (const warning of warnings) {
  console.log(`[${warning.severity}] ${warning.suggestion}`);
  // "You've deployed without running migrations 3 times before"
}

Component	Purpose	User sees
Cost Predictor	Estimates task cost before execution	"Estimated $0.09, continue?"
Failure Pattern Learner	Learns from past failures	"You've hit this issue before"
Impact Analyzer	Predicts change side effects	"Changing this affects 3 files"
Skill Extractor	Extracts reusable patterns from successes	"Solution saved for reuse"

Category	Examples
deploy	Deploy without migration, missing env vars
test	Skipping tests, flaky test ignored
config	Wrong config format, missing required field
dependency	Breaking change in upgrade, missing peer dep
security	Hardcoded secret, exposed endpoint

Notas

• CLI monorepo: cliEntry.ts · tras build: commander
• Métricas: 25 proveedores · 5 topologías · 18 tools · 6700+ tests
• Firmas API exactas: monorepo / API overview

Relacionado

• Arquitectura
• Inicio rápido