Individual skill
giiisp-paper-search-apis
检索天文论文或核对题名、作者和论文编号；优先 NASA ADS 与 arXiv astro-ph，按需使用 Giiisp 补充，保留实际来源和核验状态。
skills/giiisp-paper-search-apis/SKILL.md
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- 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
- research Derived category
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ACCEPTANCE.mddoc · 1,885 bytesSKILL.mdcore · 2,095 bytesSKILL.mdcore · 2,095 bytesagents/openai.yamlasset · 413 bytesastronomy.mddoc · 2,077 bytesexamples/end_to_end_example.jsonasset · 1,434 bytesexamples/failure_response_examples.jsonasset · 1,266 bytesexamples/normalized_result_example.jsonasset · 1,131 bytesexamples/request_matrix.jsonasset · 1,316 bytesreferences/api-and-results.mddoc · 11,922 bytesscripts/ads_first_search.pyruns · 7,605 bytesscripts/dry_run_paper_search.pyruns · 8,354 bytesscripts/progressive_paper_search.pyruns · 8,619 bytestests/test_ads_first_search.pyruns · 925 bytestests/test_dry_run_paper_search.pyruns · 2,008 bytestests/test_progressive_paper_search.pyruns · 3,098 bytes
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# 天文文献检索
按主题查论文，或核对已有题名、作者、DOI、bibcode 和 arXiv 编号。先查 NASA ADS，再查 arXiv `astro-ph`；需要补充开放论文时使用 Giiisp。
## 怎么开始
先明确研究问题、时间范围和已有论文。天文来源与编号约定见 [astronomy.md](astronomy.md)。以下命令在本技能目录中运行：
```bash
python scripts/ads_first_search.py --query "StarWhisper Telescope NGSS" --dry-run
```
`--dry-run` 只查看请求计划。有 `ADS_API_TOKEN` 时，去掉它会查 ADS；没有 token 则回退到 arXiv `astro-ph`。记录实际使用的来源，不把回退结果写成 ADS 或 Giiisp 的结果。
