autoresearchclaw-vs-autoresearch-complementary-not-competing

AutoResearchClaw is an academic paper factory (23-stage pipeline → LaTeX, BibTeX, peer review, conference-ready output) while the AutoResearch skill is a generic optimization/research engine for any domain. They are complementary: AutoResearchClaw handles publishable paper generation, AutoResearch handles iterative metric-driven improvement loops. Never treat one as a replacement for the other.