fix: proper markdown renderer with headings, lists, bold, implicit heading detection

fix: HF Spaces YAML header, deep research mode, Llama 3 default, provider routing fix

fix: eliminate double pipeline run, fix provider routing, restore Llama 3

Initial commit — NeuroResearch Multi-Agent System