Vesper: daily briefing generator — aggregates signals from all skills into concise morning and evening briefings.
Lucid: nightly journal curator — batch-processes skill journals into MemPalace's verifiable memory store.
Fellow: experimentation engine — runs controlled benchmark experiments to validate skill improvements.
Praxis: behavioral refinement loop — measures skill outcomes against baselines and promotes improvements.