Machine Learning Algorithms & Natural Language Processing

Jun 19, 2026 · Artificial Intelligence

AutoResearch SKILL Open‑Source: Framework for Long‑Horizon Autonomous Research

The Deli AutoResearch SKILL, now open‑sourced, presents a three‑layer framework that tackles cognitive loops, stalling, and runtime fragility in long‑horizon tasks by persisting state, detecting stalls, and using a heartbeat watchdog, and it includes a paper‑writing skill with self‑play experiments that achieve self‑rated scores up to 8.6.