Analyze research papers using an 8-dimensional classification framework. Use when user says "analyze paper", "classify this paper", "paper analysis", or wants to extract structured information from academic papers for survey construction. Input: topic or paper document. Output: structured analysis in paper_analysis_results/
Analyzes research papers using a standardized 8-dimensional classification framework for survey construction. The concrete labels should be aligned with the active domain profile instead of hardcoded domain terms.
$ARGUMENTS can be:
2401.12345)https://arxiv.org/abs/2401.12345)paper_list.json (e.g., papers/paper_list.json) — for batch processing from /research-lit outputpaper_analysis_results/{paper_id}_analysis.md (e.g., 2401.12345_analysis.md)templates/PAPER_ANALYSIS_TEMPLATE.mdNote: If a field label set is defined by the current profile, prefer profile labels over generic examples.
If input is a paper_list.json path:
paper_id and pdf_pathpdf_pathIf input is a topic:
tools/arxiv_fetch.pyIf input is an arXiv ID/URL:
tools/arxiv_fetch.py download <id> --dir papers/If input is a local PDF path:
For each paper, extract:
Read and analyze:
For each dimension:
Other and explain why.Create a table with: | Claim | Evidence Type | Source Snippet | Confidence |
Each row must have a quote from the paper.
For each paper, note:
Using templates/PAPER_ANALYSIS_TEMPLATE.md, write:
paper_analysis_results/{paper_id}_analysis.md
paper_analysis_results/Source: [Abstract/Method/Experiment/Conclusion], Quote: "{{original_text}}"Evidence: Insufficient - based on [what you have]# Paper Analysis: 2401.12345
## Paper Metadata
- **Paper ID**: 2401.12345
- **Title**: Example Paper Title
- **Authors**: Author et al.
- **Year/Month**: 2024/01
- **Venue**: arXiv
- **Source**: arXiv
## 8-Dimensional Classification
### 1. Model Type
**Classification**: [profile-aligned category]
**Evidence**:
- Source: Abstract
- Quote: "{{exact excerpt from the paper}}"
### 2. Method Category
...
For survey construction workflow, see /survey-pipeline