WindZh03

Main workflow for discussing scientific research ideas with a PI-style, harsh-reviewer agent. Use when the user wants to brainstorm, evaluate, rank, refine, or turn research ideas into concrete experiment plans. Orchestrates landscape mapping, idea generation, novelty checking, external review, refinement, and claim-driven experiment planning.

Convert a refined research idea into a claim-driven experiment plan with milestones, ablations, success criteria, and run order. Use after idea-refine or when the user asks how to test an idea.

summarize papers from a local root folder that contains one or more first-level subfolders, treat each first-level subfolder as one category, read pdf files recursively inside those category folders, extract a title-authors image and a method pipeline or overall framework image when available, and write one obsidian markdown summary per category. use when the user provides local folder paths for papers and an obsidian output folder.

Batch-read PDF papers from a folder, summarize each paper into fixed fields, and export all summaries into one XLSX file. Use when the user gives a folder path and asks to batch summarize PDF papers and write the results to Excel, with title/publish/keywords in English and the analytical summary fields in concise Chinese.