Shivacon-Energy's known limitations include: no knowledge improvement over the base model, energy domain only, 0.5B parameters cannot replace engineering analysis or professional energy audits, one garbled answer on practical home electricity-saving advice, and strict JSON wording occasionally leaking `Thought:` lines.