RenJW-Research

An academic research workflow routes your topic through literature search, research design, implementation support, and critical review modules to produce structured outputs like paper analyses and design frameworks.

Yes, research design critique performs Toulmin-style argument auditing, counterfactual stress testing, negative-case searching, and coherence checking to evaluate and strengthen your draft's robustness.

Qualitative coding and memo writing are supported through implementation modules that generate coding artifacts and thematic analysis outputs, streamlining the transition from raw data to structured themes.

Literature review modules include verification-style checks designed to reduce hallucinated citations by producing structured paper analyses grounded in discovered sources rather than generated content.

Starting from scratch involves intent routing to match your request to literature search and problematization sub-skills, yielding initial文献 analyses and a feasible research framework.

The workflow relies on YAML-frontmatter-driven skill activation and intent-trigger mapping, requiring precise intent articulation to correctly route requests across the four research stages without manual intervention.