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shubhamsaboo/academic-researcher

文献レビュー、論文分析、学術ライティングのためのアカデミックリサーチアシスタント。学術論文のレビュー、文献レビューの実施、研究サマリーの作成、方法論の分析、引用のフォーマット、またはアカデミックリサーチ、学術ライティング、論文、科学文献に関するユーザーの発言があった場合に使用します。

academic-researcher とは？

このスキルは、学術研究のワークフローを効率化するために設計されたAIエージェントアシスタントです。文献レビュー、論文分析、学術ライティング、引用のフォーマットなど、研究者や学生が日常的に行うタスクをサポートします。具体的には、PDFやオンライン上の学術論文から主要な知見を抽出して要約したり、特定のトピックに関する体系的な文献レビューを生成したり、研究における方法論の強みや限界を分析します。さらに、APAやMLAなどの主要な引用スタイルに準拠した参考文献リストの作成やフォーマットも自動化できます。このスキルは、ChatGPT、Claude、Cursorなどの主要なAIエージェントプラットフォームで利用可能で、ユーザーが「この論文の主要な知見をまとめて」「〜に関する文献レビューをして」といった具体的な指示を出すことで、即座に学術研究の高度な支援を提供します。研究者の時間を節約し、より深い洞察と高品質な学術アウトプットの作成に貢献します。

対応~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/shubhamsaboo/awesome-llm-apps/tree/main/skills/academic-researcher

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ドキュメント

academic-researcher は何をしますか？

学術論文のレビュー、文献レビュー、研究サマリーの作成、方法論の分析、引用のフォーマット、またはアカデミックリサーチ、学術ライティング、論文、科学文献に関するユーザーの発言があった場合に使用するアカデミックリサーチアシスタントです。

主な機能

  • 文献レビュー: 特定のトピックに関する文献を体系的にレビューし、主要な知見、トレンド、ギャップを特定します。
  • 論文分析: アップロードされた論文や提供されたテキストを分析し、主要な主張、方法論、結論を要約します。
  • 研究サマリーの作成: 複数のソースからの情報を統合し、一貫性のある研究サマリーを生成します。
  • 方法論の分析: 研究で使用された方法論の強み、限界、妥当性を評価します。
  • 引用のフォーマット: APA、MLA、Chicagoなど、一般的な引用スタイルに準拠した参考文献リストと引用を作成します。

使用方法

以下のような指示でこのスキルを起動できます：

  • 「この論文の主要な知見を3つの箇条書きで要約してください」
  • 「人工知能の倫理に関する文献レビューを実施してください」
  • 「提供された研究の方法論のセクションを分析し、その強みと限界を指摘してください」
  • 「この論文をAPAスタイルで引用に変換してください」

対応プラットフォーム

  • Claude Code
  • Cursor
  • ChatGPT
  • Codex
  • その他の主要なAIエージェント

Individual skills in this repo

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

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/deep-research

Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.

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.

関連スキル

affaan-m/uspto-database

USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.

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affaan-m/scholar-evaluation

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

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affaan-m/literature-review

Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.

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affaan-m/everything-claude-code

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

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forrestchang/andrej-karpathy-skills

Agent skill repository discovered by 10x-chat research.

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langgenius/backend-code-review

Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.

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