Individual skill
papercheck
检查天文论文的正文引用、参考文献和引用所支持的论述,处理 DOCX 或 PDF;使用本地提取与当前模型审查,普通流程无需外部模型密钥。
skills/papercheck/SKILL.md
Source commit ac08bad03f26231f0ed8c8462929b28733cf729f
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 331
- Repository last updated
- Oct 19, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- astronomy Repository topic
- astrophysics Repository topic
- large-language-models Repository topic
- llm Repository topic
- agents Repository topic
- ai4s Repository topic
- telescope Repository topic
- time-domain-astronomy Repository topic
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 2,408 bytesSKILL.mdcore · 2,408 bytesagents/openai.yamlasset · 325 bytesassets/paperchecker-rules/LICENSEasset · 1,068 bytesassets/paperchecker-rules/README.mddoc · 927 bytesassets/paperchecker-rules/config/config.jsonasset · 148 bytesassets/paperchecker-rules/contracts/__init__.pyruns · 679 bytesassets/paperchecker-rules/contracts/report_contract.pyruns · 10,132 bytesassets/paperchecker-rules/contracts/v2_contract.pyruns · 3,294 bytesassets/paperchecker-rules/core/__init__.pyruns · 131 bytesassets/paperchecker-rules/core/checker/__init__.pyruns · 34 bytesassets/paperchecker-rules/core/checker/base_checker.pyruns · 847 bytesassets/paperchecker-rules/core/checker/checker_factory.pyruns · 1,274 bytesassets/paperchecker-rules/core/checker/citation_checker.pyruns · 40,509 bytesassets/paperchecker-rules/core/checker/citation_checking/__init__.pyruns · 60 bytesassets/paperchecker-rules/core/checker/citation_checking/gbt7714_validator.pyruns · 13,134 bytesassets/paperchecker-rules/core/checker/citation_checking/reference_mapper.pyruns · 49,326 bytesassets/paperchecker-rules/core/checker/citation_checking/ucas_author_year_validator.pyruns · 38,941 bytesassets/paperchecker-rules/core/extractor/__init__.pyruns · 61 bytesassets/paperchecker-rules/core/extractor/ai_extractor.pyruns · 13,645 bytesassets/paperchecker-rules/core/extractor/ai_optimizer.pyruns · 4,117 bytesassets/paperchecker-rules/core/extractor/base_extractor.pyruns · 433 bytesassets/paperchecker-rules/core/extractor/extractor_factory.pyruns · 1,174 bytesassets/paperchecker-rules/core/extractor/markdown_extractor.pyruns · 1,176 bytesassets/paperchecker-rules/core/extractor/pdf_extractor.pyruns · 53,285 bytesassets/paperchecker-rules/core/extractor/word_extractor.pyruns · 47,233 bytesassets/paperchecker-rules/core/processors/__init__.pyruns · 0 bytesassets/paperchecker-rules/core/processors/base_processor.pyruns · 280 bytesassets/paperchecker-rules/core/processors/citation_processor.pyruns · 2,464 bytesassets/paperchecker-rules/core/processors/compliance_processor.pyruns · 2,399 bytesassets/paperchecker-rules/models/__init__.pyruns · 0 bytesassets/paperchecker-rules/models/compliance.pyruns · 637 bytesassets/paperchecker-rules/models/document.pyruns · 721 bytesassets/paperchecker-rules/requirements-pdf.txtdoc · 56 bytesassets/paperchecker-rules/requirements.txtdoc · 37 bytesassets/paperchecker-rules/services/__init__.pyruns · 429 bytesassets/paperchecker-rules/services/exceptions.pyruns · 365 bytesassets/paperchecker-rules/services/report_service.pyruns · 2,358 bytesassets/paperchecker-rules/utils/__init__.pyruns · 63 bytesassets/paperchecker-rules/utils/doc_converter.pyruns · 4,037 bytesassets/paperchecker-rules/utils/mineru_pdf_converter.pyruns · 17,775 bytesastronomy.mddoc · 1,741 bytesreferences/runtime.mddoc · 2,466 bytesscripts/check_papercheck_env.pyruns · 5,156 bytesscripts/extract_citation_evidence.pyruns · 5,421 bytesscripts/progressive_papercheck.pyruns · 29,321 bytesscripts/quick_validate.pyruns · 6,497 bytestests/test_check_papercheck_env.pyruns · 2,141 bytestests/test_local_runtime.pyruns · 2,125 bytestests/test_pdf_local_fallback.pyruns · 2,435 bytestests/test_progressive_papercheck.pyruns · 2,437 bytes
Read excerpt
# 论文引用检查
检查正文引用能否对应参考文献,以及引用是否支持所在句子的论述。正常流程用本地脚本提取证据,由当前模型审查,无需另申请模型 API 密钥。
## 怎么开始
确认论文文件与检查范围。天文论文编号、来源和引用习惯见 [astronomy.md](astronomy.md)。以下命令在本技能目录中运行:
```bash
python scripts/check_papercheck_env.py
python scripts/progressive_papercheck.py "paper.docx" --mode subjective --out "evidence.json" --report "report.md"
```
文件名换成实际路径;进度脚本也接受 PDF,并记录所用解析方法和缺失的依赖。单独的 `extract_citation_evidence.py` 用于 DOCX 提取。