The Metacognitive Monitoring Battery: A Cross-Domain Benchmark for LLM Self-Monitoring

Implement the Metacognitive Monitoring Battery as an open-source evaluation suite. This would provide the community with a standardized way to measure if their agents actually know when they are hallucinating.

Suggested repo: metacheck

"Does your agent know it's lying? Test its metacognitive awareness."

Estimated effort: 30h