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shubhamsaboo/deep-research

全面的研究助手,能从多个来源综合信息并提供引用。适合进行深入研究、收集资料、撰写研究摘要、从多角度分析主题,或用户提及研究、调查、需要综合分析与引用时使用。

deep-research 是什么?

shubhamsaboo/deep-research 是一个智能研究助手,专为需要从多个来源整合信息并提供引用的场景设计。它能够自动搜索和爬取网络资源,提取关键内容,并基于收集到的信息生成结构化的研究摘要。该技能特别适合开发者进行技术调研、知识收集或编写涉及多方观点分析的报告。它支持多种 AI 平台(如 Claude Code 或 Cursor),通过自然语言指令触发,自动完成从信息检索到摘要生成的整个流程。核心优势在于它不仅能提供详尽的引用来源,还能避免单一视角的局限,输出可靠且全面的分析。使用方式简单:用户只需描述研究主题或提供关键词,技能便会启动深度搜索,最终返回带有清晰标注引用的合成结果。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/shubhamsaboo/awesome-llm-apps/tree/main/skills/deep-research

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文档

deep-research 是做什么的?

全面的研究助手,能从多个来源综合信息并提供引用。适合进行深入研究、收集资料、撰写研究摘要、从多角度分析主题,或用户提及研究、调查、需要综合分析与引用时使用。

功能概述

该技能能够自动从网络上的多个来源收集信息,并生成带有引用的综合研究摘要。它通过以下步骤工作:

  1. 信息检索 - 基于用户查询,自动搜索相关网络资源。
  2. 内容提取 - 从搜索结果中提取关键信息和段落。
  3. 综合生成 - 将收集到的信息整理成结构化的摘要,并标注每个事实的来源。

使用方法

直接向 AI 描述你的研究需求,例如:

  • “帮我深入研究量子计算的最新进展,并提供引用来源。”
  • “从多个角度分析 2024 年 AI 行业趋势,并给出综合摘要。”
  • “收集资料,撰写一份关于垃圾分类技术的报告,确保每一点都有引用。”

支持的平台

  • Claude Code
  • Cursor
  • 其他兼容的 AI 代理平台

环境变量

无需额外配置环境变量。该技能会使用默认的搜索和爬取功能。

注意事项

  • 确保网络连接正常,以便访问外部资源。
  • 生成的摘要质量依赖于搜索结果的质量。
  • 引用来源仅作为参考,重要信息建议进一步核实。

示例

用户输入:/research 比较 Rust 和 Go 语言的性能差异

技能输出:一份包含多个来源(如博客、文档、基准测试)的摘要,每个事实和比较点都附有引用链接。

Individual skills in this repo

This repo contains 19 individual skills — each has its own dedicated page.

shubhamsaboo/academic-researcher

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.

shubhamsaboo/code-reviewer

Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.

shubhamsaboo/content-creator

Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content, developing marketing copy, crafting engaging headlines, or when user mentions content creation, blogging, social media, or audience engagement.

shubhamsaboo/content-writer

Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.

shubhamsaboo/data-analyst

SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.

shubhamsaboo/debugger

Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigating crashes, analyzing stack traces, fixing broken code, or when user mentions debugging, error, bug, crash, or "not working".

shubhamsaboo/decision-helper

Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing trade-offs, or when user needs help choosing between alternatives, analyzing pros/cons, or making structured decisions.

shubhamsaboo/editor

Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.

shubhamsaboo/email-drafter

Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies, or when user mentions email, message drafting, or needs help with business correspondence.

shubhamsaboo/fact-checker

Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.

shubhamsaboo/fullstack-developer

Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.

shubhamsaboo/meeting-notes

Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.

shubhamsaboo/project-planner

Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.

shubhamsaboo/python-expert

Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices, debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help with Python data structures and algorithms.

shubhamsaboo/sprint-planner

Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining sprint goals, managing sprint backlogs, or when user mentions sprint planning, agile, scrum, story points, or sprint capacity.

shubhamsaboo/strategy-advisor

High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.

shubhamsaboo/technical-writer

Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.

shubhamsaboo/ux-designer

Expert UX design assistance for user research, wireframing, prototyping, and design strategy. Use when: creating wireframes, conducting user research, building prototypes, designing user flows, writing UX copy, reviewing designs for usability, creating personas, planning usability tests, or when user mentions UX design, user experience, wireframes, prototypes, user research, information architecture, or design systems.

shubhamsaboo/visualization-expert

Chart selection and data visualization guidance for effective data communication. Use when: creating visualizations, choosing chart types, designing dashboards, or when user mentions data visualization, charts, graphs, or needs help presenting data visually.

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