paper-interpretation
paper-interpretation is a Summarisation & information digests skill for AI agents, published by digoal in the blog repository on GitHub. Skillspace rates paper-interpretation B (81/100) and it passed the safety scan; a judge model has also reviewed it.
从论文 PDF 文件或论文 PDF URL 生成通俗易懂、图文并茂、带批判性评估的中文 Markdown 解读，并保存到当前项目的 markdown 目录。Use when the user asks to interpret,精读,解读,summarize,explain,analyze, or write an article from an academic paper PDF, arXiv PDF, conference paper PDF, journal paper PDF, or local/remote PDF URL.
- Grade
- B
- Quality
- 81 / 100
- Safety
- Passed
- GitHub stars
- 8,528
Placed #4 of 6 in the judged category final for Summarisation & information digests.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- GPL-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Portable: works in any project. General academic paper interpretation workflow for any PDF
Judge review
Placed #4 of 6 in the judged category final for Summarisation & information digests.
- Trigger
82 82 - Instructions
90 90 - Specificity
88 88 - Safety
78 78 - Disclosure
65 65 - Maintenance
45 45
Rigorous reading-and-writing methodology with explicit claim-vs-inference discipline, undercut by a hardcoded personal file path that will break for any other user.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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