CRISTIAN MIGUEL PEÑATA ANDRADES

Marina — Unified Metacognitive System. Python package providing the core MarinaAgent (DMA + Meta-DNA + MCP + pluggable Task substrate with retrieval bias, evaluate, and runOnTask) with CLI and API. Implements key elements from CARINA12 papers (unified substrate, Algorithm 1 approximation, metamemory, custom tasks, memory-influenced decisions).