Individual skill
literature-reviewer-skill
Build high-quality literature reviews from a research topic using a 10-phase workflow. Use when the user asks for 文献综述,文献回顾,literature review, literature survey, 帮我找文献,or 中英文文献整理. ⚠<U+FE0F> **依赖声明:** 本技能依赖以下外部组件,使用前请确保已安装: - cnki-crawler (CNKI 爬虫技能) - academic-research (OpenAlex 检索技能) - academic-research-hub (Google Scholar 检索技能) - PostgreSQL 数据库 (cnki_db) 📦 **首次使用:** 请先阅读 `INSTALL.md` 并运行 `python scripts/check_dependencies.py`
本地Skills功能分类库/02_文献检索综述引用Skills/literature-reviewer-skill/SKILL.md
Source commit aab113340d7eecc6a48308f57c44897f8c78dda4
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
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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)
- 175
- Repository last updated
- May 19, 2026
- License
- NOASSERTION
Observed agent integration: codex
- research Derived category
- operations Derived category
- data Derived category
- data-databases 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
AGENTS.mddoc · 251 bytesIMPLEMENTATION_SUMMARY.mddoc · 4,891 bytesINSTALL.mddoc · 3,092 bytesINTEGRATION.mddoc · 6,670 bytesREADME.mddoc · 251 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytesSKILL.mdcore · 15,432 bytes_meta.jsonasset · 144 bytesagents/explore-agent.mddoc · 535 bytesagents/orchestrator.mddoc · 1,773 bytesagents/synthesize-agent.mddoc · 12,730 bytesagents/verify-agent.mddoc · 2,402 bytesreferences/cnki-guide.mddoc · 579 bytesreferences/database-access.mddoc · 477 bytesreferences/gb-t-7714-2015.mddoc · 11,102 bytesreferences/search-backends.mddoc · 8,043 bytesrequirements.txtdoc · 238 bytesscripts/__init__.pyruns · 519 bytesscripts/check_dependencies.pyruns · 3,991 bytesscripts/citation_formatter.pyruns · 5,454 bytesscripts/data_loader.pyruns · 11,728 bytesscripts/deduplicate_papers.pyruns · 4,940 bytesscripts/generate_references.pyruns · 3,363 bytesscripts/models.pyruns · 3,192 bytesscripts/orchestrator.pyruns · 22,197 bytesscripts/phase10_final_review_v5.pyruns · 16,195 bytesscripts/phase3_deduplicate.pyruns · 10,472 bytesscripts/phase4_verify.pyruns · 11,115 bytesscripts/phase5_bibliometric.pyruns · 6,932 bytesscripts/phase6_8_real_synthesis.pyruns · 19,961 bytesscripts/phase6_methodology.pyruns · 10,913 bytesscripts/phase7_evolution.pyruns · 12,804 bytesscripts/phase8_final_review.pyruns · 16,527 bytesscripts/phase8_synthesize.pyruns · 10,843 bytesscripts/retrieval_coordinator.pyruns · 22,500 bytesscripts/test_integration.pyruns · 9,993 bytes
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