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Self-Improvement Agent

Platform · Orchestrator · Claude Opus

Heartbeat: Continuous (3 cron cycles)

Observes, learns, improves — the closed loop.

WHAT IT DOES

Observes evaluation results, detects performance patterns, proposes improvements, A/B tests them against current performance, and deploys winners. Runs three cron cycles: chain-crystallizer, skill-router, heartbeat-tuner.

WORKFLOW

  1. Observe evaluations
  2. Detect patterns
  3. Propose improvements
  4. A/B test
  5. Deploy winners

SKILLS

metric-collectoranomaly-detectorchain-crystallizerskill-routerheartbeat-tunerab-testermodification-proposerimprovement-logger

INTEGRATIONS

Role
Orchestrator
Model
Claude Opus
Heartbeat
Continuous (3 cron cycles)