AI Engineering

Mar 15, 2026 · Artificial Intelligence

Why Static Skills Fail and How Cognee Enables AI to Self‑Repair Its Prompts

The article explains silent drift in static AI skills, outlines Cognee’s five‑step loop—Skill Ingestion, Observe, Inspect, Amend, and Evaluate—to let agents automatically detect, analyze, and fix degrading prompts, and discusses community reactions and related self‑help projects.