菜单
Analyze experimental results for academic papers and give model-selection guidance. Use when the user wants LaTeX experiment analysis paragraphs from data, or practical guidance on which model family to use for academic writing, coding, or paper-polish workflows.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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). Outputs to ./paper-style/runs/<timestamp>-<target>/.
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 Related Works, and Results sections, with optional minor grammar imperfections only when the user explicitly enables grammar-error mode. Before editing, remind the user that paper-polish-workflow, paper-refine-special-en, or paper-refine-special-zh should be used first for formal polishing; preserve facts, citations, LaTeX syntax, formulas, and technical correctness.
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 after experiments finish — before writing the paper or running ablations.
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.
| name | paper-analysis |
| description | Analyze experimental results for academic papers and give model-selection guidance. Use when the user wants LaTeX experiment analysis paragraphs from data, or practical guidance on which model family to use for academic writing, coding, or paper-polish workflows. |
Use this skill for data-grounded interpretation and model-choice heuristics. Keep time-sensitive rankings out of the main skill body; if the user asks for the latest model status, verify it separately instead of trusting stale lists.
references/experiment-analysis.md.references/model-selection.md as principles only. If the user asks for the latest or current best model, verify with up-to-date sources before answering.references/experiment-analysis.mdreferences/model-selection.md