Research & Science · Retrieval-augmented generation

Retrieve real Taiwan court judgments with verifiable citations before answering any question about Taiwan law or case law.

aa0101181514/tw-legal-rag

Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking.

nkapila6/mcp-local-rag

A skill your agent uses when the user needs academic paper retrieval — searching scientific literature by author/year/journal, finding paper chunks for RAG-style citations, or expanding original…

opendatalab/Sciverse-Agent-Tools

Produce a deep, multi-source, cited research brief on a topic from live web data using Bright Data's Discover API (intent-ranked web search + parsed page content).

brightdata/skills

Every technical claim drawn from the local corpus must ship with a source citation formatted as path:line or path:section.

lyonzin/knowledge-rag

Sciverse academic paper retrieval: structured metadata search, semantic chunk retrieval for RAG, and character-range content reading (offsets in Unicode code points).

opendatalab/Sciverse-Agent-Tools

Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review.

joshzyj/open-scholar-skill

当系统提示需要设计引用格式、信息溯源机制、来源标注系统时调用。适用于文档问答、搜索增强生成（RAG）、代码引用、浏览器辅助等需要让用户追溯信息来源的场景。不适用于纯创作类输出（如故事、诗歌），不适用于无需溯源的常识问答，也不适用于注入防御（虽然两者都涉及内容可信度）。

kangarooking/system-prompt-skills

Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs.

NeverSight/learn-skills.dev

Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement.

lingzhi227/agent-research-skills

A skill your agent uses when a medical AI paper should be found and cited by AI search engines and RAG tools.

Aperivue/medsci-skills

A skill your agent uses when strengthening the reproducibility of a SIGIR paper or preparing a SIGIR Reproducibility track submission — pinning the retrieval pipeline, seeds and variance for neural…

brycewang-stanford/Awesome-Journal-Skills