Research AI Skills

Use when managing Paperclip AI agent companies - creating tasks, managing agents, approving hires, running heartbeats, or any Paperclip control-plane operations via CLI or REST API. Triggers on…

创建、优化或审查项目及模块级 AGENTS.md / CLAUDE.md 等 Agent 入口文档时使用。根据项目事实精简规则、设置按需读取指针，支持模块两入口布局，并检查规则是否可执行、入口是否冲突。

Transform saved links, papers, articles, posts, videos, and reference collections into approachable AI teaching artifacts for later study. Use when a user wants to queue learning material, create a…

Use when drafting AAAI rebuttals under the single short author-response limit, no-URL rule, no-new-results guidance, AI-review handling, and two-phase review process.

Sync and manage Overleaf LaTeX projects from the command line. Pull projects locally, push changes back, compile PDFs, and download compile outputs like .bbl files for arXiv submissions. Use when…

Apply meaning-preserving edits targeting LLM reviewer preferences to a finished academic manuscript. Use after ordinary polishing, not for drafting papers or generating reviews.

Create, edit, replicate, read, and export presentations. For every PPT task, the default deliverables are BOTH (1) a self-contained PPTD project folder containing the .pptd manifest plus pages/media…

学术论文 PDF 下载。支持 8 个数据源：Elsevier、Springer Nature、IEEE Xplore、 arXiv、Unpaywall、Semantic Scholar、PubMed Central、知网(CNKI)。 自动根据 DOI 前缀路由到对应数据源，未知 DOI 自动尝试 Unpaywall → Semantic Scholar。

Find academic papers across up to 8 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for English, OpenReview for AI venues, plus native-Chinese retrieval via NSSD 国家哲社文献中心 + yiigle…

This skill should be used when the user wants to query their Google NotebookLM notebooks for citation-backed, source-grounded answers, or manage notebooks, sources, and Studio content (audio, report,…

根据用户提供的论文主题，进行系统性中英文文献回顾（Literature Survey）。 采用8阶段工作流，支持CNKI、Web of Science、ScienceDirect等主流数据库， 无需API配置，通过浏览器自动化获取文献信息。 输出包含GB/T 7714-2015引文、标题、摘要的Markdown文档。…

Audit websites, apply authorised SEO improvements and plan content, competitors and backlinks with evidence, design checks and optional project monitoring.

Portable multi-source research with cross-source validation and an offline evidence ledger. Use for fact-checking, comprehensive research, or any question requiring multiple independent perspectives;…

Draft or rewrite the title, Abstract, Introduction, Method and Experiments of an ML/CV paper in the style of CVPR/ICCV/NeurIPS best papers, distilled from 60 award papers, and plan and draw its…

Web search using the Brave Search CLI (`bx`). Use for ALL web search requests — including "search for", "look up", "find", "what is", "how do I", "google this", and any request needing current or…

Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources. Use when the user needs thorough investigation, market…

润色、翻译或压缩已有护理学术文字，保留科学事实、作者含义、术语与结论强度；适用于中英稿、段落及保版式文档修订。新章节起草或整体论证重建使用相应写作技能。

Use this skill when the user asks to build, create, design, develop, or improve ANY frontend interface, web page, UI component, or visual element. This includes: - Building landing pages, websites,…

复用已验证的graphrag研究轨迹，完成问题拆解、同源检索、引用报告和完成验证。

Track, retrieve, screen, and synthesize research frontiers for geospatial AI, remote sensing big data, and transferable computer vision methods. Use when Codex is asked to search recent papers, arXiv,…

Use when a task mixes safety-adjacent material (stealth, scraping, privacy, IP, licensing, security) with genuinely safe work, or the moment you notice yourself about to hedge, dilute, silently drop,…

系统阅读、解释和批判性分析单篇 arXiv AI / 机器人论文，并生成一份主线清楚、核心内容不缺失、审稿证据可追溯的自包含 Markdown 报告。适用于 arXiv 链接、ID 或其 PDF 的精读、方法/理论/系统讲解、完整 Claim 审查、实验/证明/协议/代码证据核对、相关文献定位和复现或验证判断；默认执行完整精读，仅在用户明确要求速读时缩减覆盖范围。当前流水线不支持无法解析出…

Final "author pass" for an AI-assisted ML research paper — refine from high level (story, research taste, scale vs. claims, pivots) through argument structure and verification down to sentence-level…

Audit brand AI visibility readiness and prepare OranGEO-style GEO, AEO, LLM SEO, and AI search optimization action plans. Use when asked for a Claude Code skill, Codex skill, GEO skill, generative…

Official Google Search guidance for optimizing websites for generative AI features such as AI Overviews and AI Mode. Use when an AI agent needs to explain, audit, plan, or implement SEO work for…

When the user wants backlink analysis, link gap analysis, competitor link profiles, referring domain data, or link building research. Trigger on "backlinks," "who links to," "link profile," "referring…

Fast vault Q&A — quick lookups, decision history, blocker status, doc search. Uses QMD hybrid search when available, falls back to vault grep. Use for "/ask what did we decide about auth?" or "/ask…

gm/ID transistor characterization and design methodology, based on ngspice + Python. Two independent workflows: (1) Characterization — generates three standard curve sets for any MOSFET model: gate…

Use when the user wants a terse, opinionated, research-backed answer to a "what tech/tools/stack do I need for X" question, or asks how to approach building something. Triggers on "caveman search",…

Academic text polisher and humanizer for Chinese and English research writing. Removes AI-like patterns while preserving factual accuracy. Use when polishing academic text, reducing AI-generated…

End-to-end, Chinese-first academic research and publication workflow for reading papers, literature reviews, research framing, manuscript planning and writing, the eight-step paper-system workflow,…

Typst document creation and package development. Use when: (1) Working with .typ files, (2) User mentions typst, typst.toml, or typst-cli, (3) Creating or using Typst packages, (4) Developing document…

Load when the user asks to convert an academic LaTeX manuscript, thesis, or report into an editable Word DOCX, adapt it to a Word template, preserve citations or cross-references, or diagnose a…

Search and retrieve academic papers from arXiv using their free REST API. No API key needed.

Searches and summarizes the latest AI news in English from selected sources. Removes duplicates and categorizes the topics.

把 X/Twitter 博主、YouTube 博主、newsletter、播客或类似个人信息源的持续更新转成 progressive-investment-research 研究工作区的可审计增量。适用于：跟踪博主更新、生成每日报告、通过 Chrome 登录态或本地 browser bridge 抓 X、用 yt-dlp 抓 YouTube 字幕、把观点拆成 source…

Personalized academic literature digests and ranked research ideas grounded in the researcher's papers and persistent memory. Use for research brainstorming, daily paper discovery, strategic research…

Perform autonomous, multi-step research using the Gemini Deep Research Agent (Interactions API). Supports web search, file/directory context, and resilient streaming.

Use when the user explicitly wants evidence-disciplined answers that separate observed facts, sourced claims, user reports, inference, unknowns, and contradictions before making strong factual or…

Detect and rewrite defensive, reviewer-facing, disclaimer-heavy academic prose while preserving necessary scientific caveats and evidence boundaries.

Use for applicant-facing diagnosis or re-audit of a Chinese NSFC (国自然) application draft — 本子把脉、本子体检、帮我看国自然本子、申请书修改建议、标书逻辑诊断、青年/面上/地区基金申请书修改、对照已中本子、科学问题凝练、代表作支撑、选题撞题核查 or 申请代码检查. Accepts…

Provides assistance with planning family history and genealogy research projects.

Build and maintain an LLM-curated knowledge base from papers, articles, transcripts, notes and project findings. Ingest sources into linked Markdown, answer questions with citations, lint or upgrade a…

用于围绕一个选题、申报题名、综述或论文草稿收集、路线规划、筛选和整理海内外学术论文。覆盖检索式扩展、OpenAlex/Crossref/Semantic Scholar/Kimi/TinyFish/AnySearch/Grok/X 式机器检索、中文数据库补查、海外索引补查、重点期刊复核和 A/B/C/D 文献分级。

Combine a factor library into a composite signal and quintile-backtest it under transaction costs — long-short return, monotonicity, turnover, and tearsheets. Use for the portfolio-level view that…

Use this skill for Chinese academic literature-report PPTs, research slides, journal-club decks, thesis-defense slides, slide page images, or paper-to-PPT workflows based on real paper/SI figures. It…

CRITICAL SAFETY SKILL — Verify ALL technical claims, API signatures, library methods, code behavior, and factual statements before answering. Use Context7, WebSearch, and Read tools to confirm. MUST…

| 学术论文写作专家。精通社科/理工科论文结构、APA/GB-T7714引用规范、学术表达范式。 提供论文结构设计、文献综述、摘要撰写、学术语言润色等全流程指导。 当用户提到「写论文」「学术写作」「文献综述」「论文润色」「摘要」时触发。

Query the ADReCS (Adverse Drug Reaction Classification System) v3.3 database. Use whenever the user asks about adverse drug reactions, drug safety profiles, ADR classification, ADR severity/frequency,…

Use when building or maintaining a personal knowledge base with LLM assistance. Triggers on ingesting sources, compiling wiki articles, querying knowledge, running health checks, deep research, or…

Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill whenever the user mentions 'systematic review', 'systematic literature review',…