菜单
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/duclm1x1/Dive-Ai --skill literature-review命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Persistent memory system for AI agents following Model Context Protocol (MCP). Use for storing long-term memories across sessions, semantic search of past knowledge, building knowledge graphs, auto-injecting context, deduplicating memories, syncing to cloud storage. Essential for agents that need to remember decisions, solutions, preferences, and learned patterns over time.
Persistent memory system for AI agents following Model Context Protocol (MCP). Use for storing long-term memories across sessions, semantic search of past knowledge, building knowledge graphs, auto-injecting context, deduplicating memories, syncing to cloud storage. Essential for agents that need to remember decisions, solutions, preferences, and learned patterns over time.
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
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基于 SOC 职业分类
| name | literature-review |
| version | 1.2.0 |
| description | Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations. |
Help write academic literature reviews using a multi-engine search integration (S2, OA, CR, PM).
efetch for full XML records).--source all or --source both), results are automatically deduplicated by DOI.USER_EMAIL env var).| Variable | Purpose | Default |
|---|---|---|
USER_EMAIL | Email for polite API access | anonymous@example.org |
CLAWDBOT_EMAIL | Fallback if USER_EMAIL not set | — |
SEMANTIC_SCHOLAR_API_KEY | Optional S2 API key for higher rate limits | — |
OPENALEX_API_KEY | Optional OpenAlex API key | — |
Get a comprehensive overview from all major academic databases. Results are automatically deduplicated by DOI.
python3 scripts/lit_search.py search "impact of glycyrrhiza on bifidobacterium" --limit 5 --source all
oa): Fast and comprehensive, good abstracts.s2): High-quality citation data and TL;DRs.cr): Precise DOI-based metadata (no abstracts).pm): Gold standard for biomedical research, full abstracts and PMIDs.python3 scripts/lit_search.py search "prebiotic effects of liquorice" --source pm
Search both S2 and OA simultaneously to ensure nothing is missed. Deduplicated by default.
python3 scripts/lit_search.py search "Bifidobacterium infantis growth" --source both
Retrieve detailed metadata including TL;DR summaries.
python3 scripts/lit_search.py details "DOI:10.1016/j.foodchem.2023.136000"
Each result includes:
id: Source-specific identifier (PMID for PubMed, OpenAlex ID, S2 paper ID, DOI for Crossref)doi: DOI when available (used for deduplication)title: Paper titleyear: Publication yearauthors: List of author namesabstract: Full abstract text (when available)venue: Journal or conference namecitationCount: Citation count (S2, OA)source: Which database the result came fromcitationCount or recent years for a more modern review.--source pm for the most reliable biomedical literature.