learning-loop

The Learning Loop skill presents a coherent high-level protocol for cognitive continuity with clearly delineated phases and a process for closure. Its footprint is proportionate to its stated purpose of self-contained research, knowledge capture, and session persistence. The primary risk lies in the Dual-Loop Execution path, which, if not properly sandboxed and restricted by strong gating and auditing, could enable autonomous actions beyond user intent. Otherwise, data flows remain local to the agent's workspace with no obvious external data exfiltration or credential handling. Overall, categorized as BENIGN with moderate caution due to potential autonomous execution in Dual-Loop mode.