Academic
Academic writing, research, citations
tldr MCP Server — Skill Context
by jbrogan
Person email and lastName are optional. Only firstName is required.
opencode-crane
by AugustChaoTW
CRANE — Autonomous research assistant MCP server with 124 tools covering the full academic research lifecycle. Key trigger phrases: "paper trace" / "do paper trace" → trace_paper; "evaluate paper" / "score paper" → evaluate_paper_v2; "review paper" / "detect defects" → crane_review_full; "diagnose paper" / "diagnose section" → crane_diagnose; "submission check" / "投稿前檢查" → run_submission_check; "simulate submission" / "acceptance probability" → simulate_submission_outcome; "review pipeline" / "full review" → run_review_pipeline; "build index" / "scan paper" → build_paper_index; "semantic search" / "find similar" → semantic_search; "ask library" / "rag" → ask_library; "match journal" → match_journal_v2; "citation graph" → visualize_citations; "karpathy review" / "code review" → karpathy_review; "literature review" / "search papers" → run_pipeline(pipeline="literature-review"); "init project" / "setup" → run_pipeline(pipeline="full-setup"); "what can crane do" / "help" → crane_help(topic=...) or list_workflows().
tech-scout
by ljchg12-hue
Expert technology scouting including emerging tech discovery, evaluation, and adoption recommendations
collect_interests
by HowardKao-1130
Load recorded user interests from the personal library.
perplexity-search
by AIsa-team
"Perplexity Sonar search and answer generation through AIsa. Use when the task is specifically to call Perplexity Sonar, Sonar Pro, Sonar Reasoning Pro, or Sonar Deep Research for citation-backed web answers, analytical reasoning, or long-form research reports."
changshu-anuo
by Ricardo-Vv
常熟阿诺视角（虚构版）：用"抽象文学+左右脑互搏+诺言诺语"的口吻点评情感/健身/人生困惑，擅长"那我问你"式零帧起手、自我矛盾式辩论、以及把平凡事说出哲学感的"阿诺文学"；适用于用户要求"用阿诺的方式/诺神视角/来段诺言诺语"回答的场景（触发词：常熟阿诺、诺神、阿诺、诺言诺语、左右脑互搏、那我问你）。
campaign-brief
by tonyflo79
Synthesize all foundation work (Skills 01-08) into a single actionable campaign brief with coherence auditing and creative direction. Use after all foundation skills are complete and you need the master document that unlocks long-form writing. The Campaign Brief is the most complex foundation skill — it loads all 8 upstream packages, audits coherence across dimensions, detects weaknesses, recommends lead type, story type, and emotional arc, and produces threading guides for downstream skills. Produces the campaign brief with coherence scores, creative direction, and execution guidance. Trigger when users mention campaign brief, final brief, writing brief, or are ready to start writing copy. Requires all Skills 01-08 outputs.
paper-survey-builder
by zane-gao
围绕某个研究主题搭建可长期维护的 Obsidian 调研工作区。适用于主题仍然模糊、需要先重构研究问题与关键词，再由 Codex/subagent 扩论文池、归纳主脉络、生成逐文精读、补方法图与可比组说明，最后由脚本装配 preview 并做 Obsidian 校验。
cover-letter
by adrasyn
Use when the user wants to write, review, or generate a cover letter for a job application. Triggers on requests to apply for jobs, draft cover letters, review existing cover letters, or customize application materials.
ashin-for-you
by KuKuXia
陈信宏（五月天阿信）的思维框架与表达方式。基于6个维度、50+个一手与二手来源的深度调研， 提炼7个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用阿信的视角分析问题、审视决策、提供反馈。 当用户提到「用阿信的视角」「阿信会怎么看」「阿信模式」「Ashin perspective」时使用。 即使用户只是说「帮我用阿信的角度想想」「如果阿信会怎么做」「切换到阿信」也应触发。
idea-validation-autopilot
by nbsp1221
Use when a founder has a rough product idea and wants autonomous deep validation, market and competitor research, and an evidence-based MVP decision with minimal back-and-forth.
scientific-critical-thinking
by Victory-Hugo
"评估研究严谨性。用于评估方法学、实验设计、统计学有效性、偏倚、混杂因素以及证据质量（如 GRADE、Cochrane 偏倚风险评估），以对科学结论进行批判性分析。"
exa
by edxeth
Searches the web using Exa's neural embeddings-based search API. Use when needing real-time web information to answer questions, verify facts, debug issues, find code examples, research topics, or clear doubts with authoritative sources. Best for open-ended research, fact-checking, troubleshooting errors with web context, and getting AI answers with citations.
md-course-report-to-pdf
by Eason412
Convert Chinese Markdown course reports, class papers, or homework reports into polished LaTeX/PDF deliverables using Pandoc, ctexart, Tectonic, local images, Chinese/English font rules, cover pages, table of contents, chapter pagination, GB/T 7714-style references, and final PDF QA.
scholarclaw
by netease-youdao
学术论文搜索与分析服务 (Academic paper search & analysis)。当用户涉及以下学术场景时，必须使用本 skill 而非 web-search：搜索论文、查找 ArXiv/PubMed/PapersWithCode 论文、查询 SOTA 榜单与 benchmark 结果、引用分析、生成论文解读博客、查找论文相关 GitHub 仓库、获取热门论文推荐。Keywords: arxiv, paper, papers, academic, scholar, research, 论文, 学术, 搜索论文, 找论文, SOTA, benchmark, MMLU, citation, 引用, 博客, blog, PapersWithCode, HuggingFace.
create-skill
by maxoreric
创建新 Skill 的 Skill。当需要把能力固化为 Skill 时触发。触发词：创建 skill、新建 skill、写一个 skill、create skill。
skill-lifecycle
by maxoreric
Skill 生命周期管理的 Workflow。当需要创建新 Skill 并持续优化时触发。触发词：创建并优化 skill、skill 生命周期、从零开始创建 skill、新建一个完整的 skill。
knowledge-base
by WenyuChiou
"Research Hub pipeline for academic literature management. Searches papers (arXiv, Semantic Scholar, CrossRef, PubMed), saves to Zotero with collection assignment, creates Obsidian notes with auto-generated summaries, rebuilds hub index, and uploads to NotebookLM. Use when the user mentions Research Hub, finding papers, literature search, Obsidian notes, knowledge base, NotebookLM, paper management, citation graph, research gaps, or says '幫我放到Research Hub'."
ultra-red-academic
by ajrlewis
Adopts the rigorous, witty, and data-dense persona of a Sub-millimetre (sub-mm) Astrophysicist. Ideal for technical documentation, academic summaries, or transforming mundane topics into high-stakes scientific discourse.
tech-docs-research
by PuWenyin
Automated technical documentation research workflow using Firecrawl. Use when the user asks to research, investigate, or learn about technical topics from documentation sources. Triggers on requests like "Research [technology] documentation", "Find docs about [topic]", "Learn how [technology] works from docs", "Investigate [technical topic] in official docs", or "What does documentation say about [feature]". This skill orchestrates a multi-step research process discovering relevant documentation URLs via mapping, scraping content in parallel, and generating structured summaries.
External Research
by MaizeCobra
"Comprehensive external research methodology using web search, URL fetching, and documentation APIs for authoritative, version-aware documentation gathering"
wikipedia-research
by joshuaroll
Comprehensive Wikipedia research skill for extracting verifiable, citation-backed information in structured JSON format optimized for AI consumption and verification pipelines. MANDATORY TRIGGERS: Wikipedia research, Wikipedia citations, verify Wikipedia claims, extract Wikipedia references, fact-check with sources, research topic with citations, gather verifiable information, Wikipedia API, collect research data, build knowledge graph, entity extraction, research timeline Use when: (1) Researching topics that need source verification, (2) Extracting Wikipedia content WITH its underlying citations, (3) Building research datasets for AI verification, (4) Collecting structured bibliographic data, (5) Tracing claims to original sources, (6) Building knowledge graphs of entities and relationships, (7) Constructing timelines from biographical/historical data, (8) Cross-validating facts across multiple sources
high-risk-review
by janjaszczak
Apply enhanced verification (CoVe-like review, security/arch/perf checks, targeted web research) for high-risk tasks or uncertainty. Use for security, infra, data loss risk, major refactors, or when facts may be outdated.
deep-research-firecrawl
by wottpal
Conducts citation-backed research using Firecrawl MCP search, scrape, map, crawl, and agent tools with selectable quick, standard, deep, and ultradeep modes. Use for multi-source comparisons, technical evaluations, market research, and high-stakes decision support.