Individual skill

research-literature-search

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当用户需要检索候选论文、建立可审计文献池或为下游证据任务准备候选文献时使用。也适用于 research-literature-review 的检索依赖。

skills/research-literature-search/SKILL.md

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Last checked: Nov 11, 2026

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Repository stars (not skill ratings): 3,037
Repository last updated: Nov 9, 2026
License: MIT

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ai Repository topic
claude-code Repository topic
codex-cli Repository topic
funding Repository topic
graduate Repository topic
latex-template Repository topic
research Repository topic
researchpapers Repository topic
vibe-codng Repository topic
research Derived category

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CHANGELOG.mddoc · 3,228 bytes
README.mddoc · 4,101 bytes
SKILL.mdcore · 6,196 bytes
SKILL.mdcore · 6,196 bytes
SKILL.mdcore · 6,196 bytes
config.yamlasset · 1,782 bytes
references/bundle-schema.mddoc · 861 bytes
references/paper-schema.mddoc · 955 bytes
references/provider-guide.mddoc · 712 bytes
scripts/candidate_schema.pyruns · 16,218 bytes
scripts/dedupe_papers.pyruns · 10,354 bytes
scripts/manifest.pyruns · 4,321 bytes
scripts/multi_source_abstract.pyruns · 1,092 bytes
scripts/normalize_papers.pyruns · 4,353 bytes
scripts/providers/__init__.pyruns · 298 bytes
scripts/providers/crossref.pyruns · 737 bytes
scripts/providers/openalex.pyruns · 1,054 bytes
scripts/providers/semantic_scholar.pyruns · 647 bytes
scripts/query_contract.pyruns · 468 bytes
scripts/rls_contract.pyruns · 4,450 bytes
scripts/search_runner.pyruns · 27,209 bytes
scripts/test_search_contract.pyruns · 15,571 bytes
scripts/validate_bundle.pyruns · 7,029 bytes

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# Research Literature Search

## 目标

将主题和 5–25 条查询转换为可复核的候选文献 bundle。负责召回、字段规范化、canonical 去重、来源审计和可选摘要补全；不负责评分、纳入/排除、子主题、配额、综述写作、BibTeX 或 PDF/Word 导出。`research-literature-review` 必须消费本 Skill 的 manifest 和 canonical 候选，不得复制 provider 或重做去重。

## 流程

### 输入

- 必需：`topic` 与显式查询 JSON（`--query-file`/`--queries`）；支持 `{"queries": [...]}`、对象数组或字符串数组。
- 空查询剔除；有效查询默认 5–25 条，不满足即 fail-closed。
- 可选：`domain`、年份/文献类型/预印本过滤、provider 顺序、每查询/总量上限、`scope_root`。
- 输出必须位于调用方 `scope_root` 内；拒绝路径穿越和 manifest 外部绝对路径。