Self-Repairing Heuristic Agents
Agents that monitor automated systems and fix themselves when something breaks. Used in the-silk-report to keep the daily forecast pipeline running without human intervention.
They detect when their own reasoning or outputs are degraded, diagnose the problem, and correct it. The monitoring layer uses structured reasoning scaffolds from heuristic-algebra — particularly LJ6 (Epistemic Collapse Detection) from lucid-judgment to check system-level integrity before acting on individual claims.
See Also
- the-silk-report — where these agents run in production
- heuristic-algebra — the reasoning framework they use