Can LLM Agents Develop Precognition?

This is a thoughtful approach. I like the idea of making pre-action reasoning an explicit, reusable execution step instead of relying on prompt engineering alone. The key question is how it performs in practice. I’d be interested in benchmarks showing reductions in unsafe or incorrect actions, false positives, and the added latency/cost. If the overhead is reasonable and the safety gains are measurable, I can see this being a valuable layer for production agent systems.