Self-Improvement Engine Kit
System that identifies its own weaknesses and generates improvement plans.
0/5 complete
Configuration
Improvement Progress
Weaknesses
8
Improvements
5
Pending
3
Diagnose weaknessesIdentify 8 performance gaps800ms
Generate fixesCreate 5 improvement actions600ms
Validate changesTest for regressions1200ms
Deploy approvedApply 3 validated fixes500ms
Monitor impactTrack post-deployment metrics700ms
Integration Code
import { createSelfImprovement } from 'agent-tools-kit/evolution'
const engine = createSelfImprovement({ cycle: 'weekly' })
const plan = await engine.diagnoseAndPlan()