Academic
Academic writing, research, citations
cs-research-methodology
by sundial-org
Conduct a literature review and develop a CS research proposal. Use when asked to review a research area, find gaps in existing work, and propose a novel research contribution. The output is a research proposal identifying an assumption to challenge (the "bit flip") and how to validate it.
icml-reviewer
by sundial-org
Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper review, conference review, academic review, paper critique, NeurIPS review, ICLR review, project proposal, research proposal, paper draft, early feedback, incomplete paper, work in progress, WIP review, review repo, review codebase, research project review
ai-co-scientist
by sundial-org
Transform Claude Code into an AI Scientist that orchestrates research workflows using tree-based hypothesis exploration. Triggers on "research project", "scientific experiment", "run experiments", "AI scientist", "tree search experimentation", "systematic study".
serenity
by ZadAnthony
用 Serenity(@aleabitoreddit)的"供应链卡点逆向"投资逻辑分析股票/板块——帮你判断该怎么分析、往哪一层挖、什么会证实或证伪、值不值得投。把市场当物理系统而非代码列表,先建 thesis 再谈标的。当用户聊美股/AI 供应链/光模块(CPO/硅光/InP)/半导体/内存/NeoCloud/电力液冷/机器人等 AI 全产业链任意细分的投资分析,或主动 /serenity 时使用。
q-methods
by TyrealQ
Draft methods sections for academic manuscripts following a structured, narrative style. Use when the user needs to write or refine a methods section for research papers involving computational methods (machine learning, statistical modeling, text analysis, simulation, network analysis, image processing, or other computational approaches). Produces clear, accessible prose without em-dashes or bullet points, with appropriate appendix cross-references for technical details.
q-intro
by TyrealQ
Draft or refine introduction sections for academic manuscripts using an interview-driven workflow. Use when the user needs to write or refine an introduction for research papers. Produces clear, flowing prose that establishes context, identifies gaps, frames research questions, previews methods, and articulates contributions. Follows a structured approach from phenomenon to theory to empirical contribution.
research-grants
by ynulihao
"Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements."
zotpilot
by xunhe730
Use when user mentions Zotero, academic papers, citations, literature reviews, research libraries, or wants to search/organize their paper collection. Also triggers on "find papers about...", "what's in my library", "organize my papers", "who cites...", "tag these papers". Always use this skill for Zotero-related tasks.
obsidian-study-vault-builder
by belumume
Build comprehensive, mobile-compatible Obsidian study vaults from academic course materials with checkpoint-based workflow, error pattern recognition, and quality assurance. Battle-tested patterns from 828KB/37-file projects. Works across all subjects - CS, medicine, business, self-study.
loop
by Randroids-Dojo
Runs an autonomous development loop with research and implementation modes. Use when orchestrating iterative research and implementation cycles with dots-based task tracking and git workflow automation.
grant-proposal
by poemswe
You must use this when drafting grant proposals, refining research aims, or aligning projects with agency priorities.
ethics-review
by poemswe
You must use this when identifying ethical risks, ensuring participant privacy, or preparing IRB applications.
peer-review
by poemswe
You must use this when critiquing academic manuscripts, evaluating methodological rigor, or providing structured reviewer feedback.
qualitative-research
by poemswe
You must use this when designing qualitative studies, developing coding schemes, or performing thematic analysis.
literature-review
by poemswe
You must use this when synthesizing existing knowledge, identifying research gaps, or tracing the evolution of scientific ideas.
research-manager
by poemswe
Use this when starting a new research project or managing a complex, multi-step research workflow.
research-methodology
by poemswe
You must use this when matching research questions to appropriate designs, sampling strategies, or validity controls.
using-co-researcher
by poemswe
Use when understanding your capabilities, how to use skills, or the rules of the Co-Researcher system.
research-synthesis
by poemswe
You must use this when merging findings from multiple studies into a coherent narrative with grounded evidence.
blog-drafter
by petekp
Interview-driven blog post drafting for technical product audiences. Use when user wants to write a blog post, article, or essay and needs help developing their thesis, structure, and initial draft. Triggers on "write a blog post", "draft an article", "help me write about X", "blog drafter", or when user has a topic they want to turn into written content. Conducts structured interviews using AskUserQuestion to extract the user's unique insights before generating drafts.
deep-research
by petekp
Conduct exhaustive, citation-rich research on any topic using all available tools: web search, browser automation, documentation APIs, and codebase exploration. Use when asked to "research X", "find out about Y", "investigate Z", "deep dive into...", "what's the current state of...", "compare options for...", "fact-check this...", or any request requiring comprehensive, accurate information from multiple sources. Prioritizes accuracy over speed, cross-references claims across sources, identifies conflicts, and provides full citations. Outputs structured findings with confidence levels and source quality assessments.
teacher
by chentao326
AI老师：给定文档/书籍/课程资料后，像老师一样教会用户理解内容。 先诊断学习能力（强/中/弱），再用通俗易懂的方式一步步教学。 支持模仿名师教学风格——用户提供课程字幕或视频链接，AI 提取并复刻其说话方式。 当用户说"教我"、"帮我学"、"帮我理解"、"模仿XX老师的教学风格"或上传资料要求学习时触发。 不要在用户只是问一个简单问题时触发——只在涉及系统性学习/教学时激活。
last30days
by BrianRWagner
Research any topic across Reddit, X, and web from the last 30 days. Get current trends, real community sentiment, and actionable insights in 7 minutes vs 2 hours manual research.
cold-outreach-sequence
by BrianRWagner
Build personalized cold outreach sequences for LinkedIn and email. Use when someone needs to reach prospects, warm up cold leads, or build a systematic outreach engine. Covers research, connection requests, follow-ups, and conversion.