Run a one-question-at-a-time innovation-gate interview before algorithm design, experiment planning, or paper drafting. Use to test whether a research problem extends the knowledge boundary, whether existing methods or direct transfer already solve it, and…
Run a one-question-at-a-time claim-evidence reconciliation only after experiments are complete and a full or near-complete paper exists. Use to trace central Conclusion claims back through the Abstract, Introduction, Results, scientific-support verdicts, and…
Calibrate academic writing style based on external samples. Extract complete style profile from reference, diagnose target paper, and generate restructured copy. Always performs full analysis (deep) and complete pipeline (profile → diagnosis → restructure).…
Apply a controlled human-style post-polish pass only after a formal full-paper polish has already been completed. Use when the user wants a finished academic paper to sound less mechanical by adding restrained natural phrasing in Introduction, Related Work or…
Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. A paper architect/reviewer evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use…
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \"编译论文\", \"compile paper\", \"build PDF\", \"生成PDF\", or wants to compile LaTeX into a submission-ready PDF.
Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.
Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.