Research & Search

rudrathegreat Skill

Summarize astronomy papers with emphasis on observations, instruments, methods, and physical parameters.

rudrathegreat Skill

Identify unresolved questions, inconsistent measurements, and promising research gaps in astronomy literature.

rudrathegreat Skill

Synthesize astronomy papers into a structured literature review with themes, evidence, and open questions.

rudrathegreat Skill

Structure maintainable Python analysis packages and research codebases for astronomy projects.

yoanbernabeu Skill

Analyze competing Product Hunt launches and benchmark against top performers. Use this skill to research similar products, understand competitive landscape on your chosen launch day, and learn from successful launches in your category.

jwynia Bundle

Diagnose research quality and guide systematic query expansion. Use when starting research on any topic, when stuck in research, or when unsure if research is complete.

jwynia Skill

Verify claims in generated output against sources. Use as a separate pass AFTER content generation to catch hallucinations. Critical constraint - cannot be reliably combined with generation in a single pass.

koinod Bundle

Deep Research Lite — Free Edition

kangwang42 Bundle

创建、审校或修改可编辑且内容精确的 SVG 非统计图解。仅在用户明确要求 SVG、矢量源或完全可编辑图形，编辑现有 SVG，目标格式强制矢量，或只读检查确认 imagegen 实际不可用时使用。普通科研非统计视觉先走 research-visuals 与 imagegen；imagegen 已返回但内容或美学不合格、HTTP 524、文字密集或预计生成困难均不能触发本技能；统计图走 publication-figures。

kangwang42 Bundle

流行病学研究设计与统计分析计划工作流。用于把研究想法转成可执行的 PICO/PECO、目标人群、estimand、终点、纳排、偏倚控制、样本量或精度依据、PROTOCOL 和 SAP，或审查既有方案。开工先对齐 biostat-principles；需要方法、指标或报告规范依据时调用 evidence-research。不用于创建项目目录、运行统计模型、撰写结果或论文正文。

kangwang42 Bundle

默认使用 imagegen 为论文、PPT、标书、报告、README 和网页生成或重绘科研非统计视觉，覆盖医学、公共卫生、计算机科学、人工智能与机器学习中的流程、路线、结构、框架、机制、模型架构、系统图、时间线、图形摘要、封面和网页内容图。先区分内容图、真实截图与氛围图，再按研究领域读取对应 reference；统计数据图转 publication-figures，科研原始图像不得生成式重绘，现有 UI 优先复用。只有 imagegen 实际不可用、用户明确要求 SVG/矢量源、编辑现有 SVG 或交付格式强制矢量时才转 svg-diagrams，不以生成结果不准确或不好看作为改用 SVG 的理由。

kangwang42 Bundle

科研决策的证据检索、来源身份核验、证据评价与适用性判断技能。触发场景：(1) 快速核验单个事实、单篇引文、标题、DOI 或 PMID；(2) 查找最新证据、指南、方法依据或真实引文；(3) 构建结局指标、选择量表、制定异常值规则；(4) 试新方法、比较指标或判断跨领域方法能否迁移。 自动选择 rapid verification 或 formal evidence review。两种模式均核验来源身份；只有 formal 模式要求完整检索方案和证据汇总表。不负责统计模型实跑或论文正文生成，不得以文献替代项目数据核验，不得编造来源或研究结论。

kangwang42 Bundle

为 R 或 Python 真实数据选择、绘制、返工和审查发表级统计图、数据图，包括森林图、生存曲线、ROC、热图、模型诊断和由多个子图组成的图件，并控制尺寸、字体与配色。任何 ggplot/matplotlib 统计出图均使用；流程、机制、框架和技术路线转 research-visuals。开工先遵循 biostat-principles。

cuga-project Bundle

Discover and summarise academic research papers using arXiv and Semantic Scholar. Use whenever a user asks for papers on a topic, pastes an arXiv ID/URL, or wants to know what a paper builds on.

cuga-project Bundle

Produce a structured research brief on a question using a stated tool-call budget. You decide the decomposition, allocate budget across sub-topics, and synthesise sourced findings. Use when the user asks for a brief, primer, or literature snapshot with an explicit budget on lookups.

cuga-project Bundle

Research a topic via YouTube — find relevant videos, fetch their transcripts, and synthesise findings with timestamped citations. Or paste YouTube URLs directly for instant transcript-based summaries.

cuga-project Bundle

Fetch any webpage and produce a structured summary — title, overview, key topics, important facts, and a one-line takeaway. Use whenever a user pastes a URL and asks "summarize", "what's on this page", or "what does this say".

cxrxhz Skill

快速学术检索与文献来源检索。Use when user says "检索文献", "文献检索", "查文献", "找文献", "检索论文", "找论文", "搜论文", "相关工作", "相关文献", "文献来源", "论文来源", "参考文献来源", "给这个说法找文献", "给这个结论找来源", "这篇文章讲了什么", "查参数", "查比热", "查热导率", "查密度", "物性参数", "检索物性", "材料参数来源", "比热需要多方文献来源", "需要文献确定数值", or wants quick academic paper search, source tracing, related work mapping, paper summary with traceable citations, or specific material property values with literature sources. 注意：如果用户说"深入研究"、"深入核查"、"深入核实"、"深入检索"、"深度调研"、"deep research"，请改用 deep-research skill skill。本 skill 只做快速检索，不做对抗审阅。

cxrxhz Skill

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.

cxrxhz Skill

Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.

cxrxhz Skill

Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

cxrxhz Skill

Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.

cxrxhz Skill

Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.

erich3000 Skill

This skill should be used when the user asks to "read the browser content", "read the cmux browser page", "what does the browser show", "what does the GitHub browser show", "what's on this page", "get the page text", "extract text from the browser", "summarize the page", "read the open tab", or wants to read/extract text from an already-open browser surface in cmux without navigating anywhere.

rami-maalouf Skill

Generates hooks, titles, and full tweets for all content mediums from a transcript + research file. Scores everything with ICE. Requires research.md to exist first (run content-research first).

rami-maalouf Skill

Writes a master long-form piece from a raw transcript, research, and hooks. The raw transcript is the foundation - research adds depth, hooks provide the angle. Requires research.md and hooks.md to exist first.

rami-maalouf Skill

Deep research on a raw transcript - validates and invalidates every claim with cited web sources, outputs a research.md file. Run this as the first step before content-hooks or content-writer.

rocm Skill

Use when facing 2+ independent problems with no shared state — e.g., unrelated test failures in different subsystems, multiple independent bug investigations, parallel research tasks. Dispatch one focused subagent per domain instead of investigating sequentially.

benchflow-ai Bundle

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

shimo4228 Skill

日本語⇄英語の voice 保持翻訳スキル（**両方向**）。エッセイ・記事・README・ADR 等の人間向け prose を、出力先の publication channel contract が宣言する register と原文の確度を保って自然に訳す。逐語訳でも MT でもなく、term-lock + 2-pass（訳→自己添削）+ back-translation QA で品質を担保する。JA→EN は英語 AI-slop の自己添削、EN→JA は訳す-by-default の term policy と脱翻訳調 passを追加する。AI 向け doc は llms-txt-writer、学術 citation format は citation-formatter、shared craft は writing-ecosystemへ defer。

xiaolai Skill

Per-domain playbook for finding load-bearing primary sources — names the canonical archives, docket systems, FOIA paths, primary-document repositories, and standard-of-evidence rules for the four research domains (historical, war/statecraft, AI/technology, public law/politics) plus the cross-domain ICC/UN bodies. Used by every researcher to know where to look first and by Alan to verify domain-authority citations.

larsboes Bundle

Drafts, critiques, and cite-checks academic writing (thesis chapters, conference/journal papers) across two genre profiles — empirical-CS/paper and DSR/qualitative-thesis — with a genuinely adversarial multi-skeptic critique pass and Quarto/BibTeX-aware citation tooling. Use when drafting a section from bullet points, running a flow/reverse-outline check on a draft, running a hard-critic or red-team review pass on a chapter or paper, or validating/resolving citations and checking citation-key coverage. Do not use for README/user docs, general non-academic prose, or as a ghostwriter — it produces sourced skeletons and critique, not net-new prose, unless the calling context explicitly grants an exception.

gkwa Bundle

Create a research note from a rough question. Cleans the question, splits into separate files if multiple questions, records the source URL, and adds answers with Google search links per topic. Also covers adding follow-up questions to an active research note. Use when the user has a question they want documented as a note.

gkwa Bundle

Triage the newest entries in an aggregate voice memo file, turn the ones that are questions into research notes, and remove those entries from the aggregate. Takes the path to the aggregate file and a count of entries to consider. Use when asked to look at the most recent N voice memos, research the ones that are questions, or drain an aggregate voice memo file.

howells Bundle

Use gogcli for configured Google accounts instead of Google connectors. Not for web research (`web-research`).

howells Bundle

Research the open web with Exa and Tavily and synthesize one cited answer. Not for browser QA (`fieldtest`) or scraping (`firecrawl-*`).