autoresearchclaw-complements-not-competes-with-autoresearch-skill

AutoResearchClaw is an academic paper factory (23 stages, LaTeX/BibTeX output, conference-ready) while the AutoResearch skill v2.5.0 is a generic optimization/research engine for any domain. These are complementary layers: AutoResearch handles iterative experimentation loops, AutoResearchClaw handles end-to-end paper generation. Conflating them leads to misarchitected integrations.