AgentSkillsCN

paper-extract-style

提取学术风格，构建领域知识库（词汇表/领域），并从 PDF/TeX 文件中生成风格指南。

SKILL.md
--- frontmatter
name: paper-extract-style
description: Extract academic style, build domain knowledge base (lexicon/domains), and generate style guide from PDF/TeX files.
allowed-tools:
  - Read
  - Write
  - Glob
  - Bash
  - WebSearch

Paper Style Extraction Skill

Goal: Reverse engineer academic style from PDF/TeX files and build the psmfiles/ knowledge base.

Workflow

  1. •

    Locate Source Files:

    • •Look for PDF, TeX, or TXT files in the current directory or user-specified path.
    • •If user requests new papers/datasets, use WebSearch to find them first.
  2. •

    Extract Text:

    • •Execute the extraction script: python paper-extract-style/extract_text.py <file_path>
    • •This creates ref_article/*_cleaned_body.md and ref_article/*_appendix.md.
  3. •

    Build Knowledge Base (Incremental Fusion):

    • •Read: Process ref_article/*_cleaned_body.md.
    • •Update psmfiles/lexicon_domain.md:
      • •Extract high-frequency sentence patterns for each section (Abstract, Intro, Methods, Experiments, Conclusion).
      • •Generalize: Replace specific nouns with placeholders (e.g., [Method], [Metric]).
      • •De-duplicate: Do not copy the static skeleton from LEXICON.md.
    • •Update psmfiles/DOMAINS_Knowledge.md:
      • •Extract "Territory" statements (Industrial impact).
      • •Extract "Niche" statements (Critiques of prior work, Solved problems).
      • •Extract "Trends" and "Citations".
      • •Fusion Logic: Append new insights; merge duplicate views to reinforce arguments. Do NOT overwrite existing data.
    • •Generate psmfiles/STYLE_GUIDE.md:
      • •Read paper-extract-style/TEMPLATES.md.
      • •Fill in the template based on observed style (Voice, Narrative Flow, Formatting).
      • •Statistics: Calculate average sentence length for each section.
      • •Appendix Check: Check *_appendix.md to define Appendix formatting standards.
  4. •

    Completion:

    • •Report the location of generated assets in psmfiles/.