Research AI Skills

Academic backtesting framework for quantitative research. ~30 risk and performance ratios, 10 classes of indicators, event-driven engine with 6+ strategies, MPT optimizer, forward-looking simulation…

Router skill for LLMQuant Data primitive workflows. Use when the user needs SEC filings, 13F holders, macro snapshots, or source-grounded macro briefs.

This skill should be used when the user asks to "swap tokens", "trade ETH for USDC", "exchange tokens on Uniswap", "buy tokens", "sell tokens", "convert ETH to stablecoins", "find memecoins",…

Meta skill for Skilless toolkit — manage, diagnose, and update the skilless CLI tools and AI skills. Use when user asks about skilless status, needs to verify installation, check tool availability, or…

Use when positioning an AAAI paper against archival work, arXiv or workshop contemporaneous papers, AAAI/IJCAI/NeurIPS/ICML/ICLR neighbors, and multiple-submission policy constraints.

Use when researching customer experiences published online about a product, service, or problem, using reviews, comments, or community discussions.

Scrape AI papers published by 28 big tech companies and AI labs in a given date window, with institutional attribution (lead vs. participating vs. intern). Use when the user asks "what did big tech…

Find sources, verify claims and write a cited research report.

Generate academic presentation-style HTML slide decks and browser reports from PDFs, structured text, Markdown, paper summaries, outlines, or research notes. Use whenever the user wants to convert a…

Create or review ai seo deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for ai seo work.

Generate a compliant Chinese problem-restatement chapter from a complete HUAWEI Cup problem statement, or review a user's restatement against the original problem. Covers research background, problem…

拆解护理文献并核查证据与主张。用于理解研究问题、设计选择、测量和结论依据，交付带原文位置的证据卡与修订建议；按观察性、干预、质性或预测研究检查解释边界。单纯翻译和语言辅助阅读使用 nursing-paper-reader。

复用已验证的web研究轨迹，完成问题拆解、同源检索、引用报告和完成验证。

Build modern Next.js apps with App Router and best practices

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews…

How the HyperGrok trading desk works as a team of Grok Bots - roles, seats, shared workspace, evidence standard, approval model and handoff format. Use when setting up the desk, when a Bot is unsure…

學術研究的 Idea 產生技能——從發散到收斂，系統化地產出高品質研究構想。當使用者想腦力激盪研究方向、找新 research idea、或問「我接下來可以做什麼研究」時，一定要使用此技能。觸發詞包括：brainstorm、想 idea、研究方向、下一步做什麼、有什麼可以研究的、找 gap、research proposal。適用於任何階段的學術研究構想生成。

Complete PTM (Predictive Technology Model) MOSFET model library from mec.umn.edu/ptm, covering all nodes: bulk conventional 180/130/90/65nm, bulk HP/LP 45/32/22nm (BSIM4), and PTM-MG multi-gate FinFET…

Draft and maintain academic papers from verified corpus evidence, manage bibliography, and produce output in any target format. Use when outlining chapters, mapping evidence to arguments, drafting or…

Design memory provenance and tenant isolation.

研究流程图 / 因果 DAG / PRISMA 流程图 / 假设关系图 / 网络图（GraphML）自动生成 Skill。提供 Mermaid 语法速查 + Python (networkx/matplotlib) + LaTeX TikZ 三条路线的模板。覆盖 5 类常用研究图：研究流程、理论框架、PRISMA 系统综述、DiD…

Evaluate a factor library — recompute Information Coefficient (IC), ICIR, win rate, and turnover on held-out data, and surface train→test decay. Use to judge how good a mined library actually is out…

Design Thinking process—Empathize, Define, Ideate, Prototype, Test. Use for product design, solving ambiguous problems, or when you don't know what users really need.

Use when working on academic paper LaTeX layout, figure/table float placement, draft-to-template LaTeX generation, existing .tex project layout repair, figures piling up, figures far from text, large…

经济金融研究端到端完整流程。从研究想法到可投稿论文，覆盖文献综述、想法生成、新颖性验证、实证方法设计、论文大纲、正文写作、图表生成、LaTeX编译和投稿前检查。

从综述论文的参考文献(.bbl)中批量提取论文清单，按主题分组，匹配arXiv ID，生成结构化阅读清单

起草逐条、有证据的审稿回复，核对修订稿与实际修改；支持多视角模拟审稿、方法学专项、复审和回复审计。区分只读检查与作者授权的修稿，不编造实验或承诺录用。

欧洲大陆研究生申请的总览规划与跨阶段决策入口，面向中国学生处理整体路径、毕业目标、 跨专业、GAP/工作后申请、保底校、行业映射、奖学金总览、时间线、中文信息源与 KAUST 对照。 European graduate planning for Chinese students, country comparison, overall strategy。…

Chat with the Pinion AI agent. Send a messages array, get an AI response with web search. Costs $0.01 USDC via x402.

Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinement (HTR) from the Arbor paper.…

Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks.…

Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding…

Write rigorous, gap-free mathematical proofs for academic research. Use when asked to prove, derive, justify analytically, expand a proof sketch, check a theorem statement, or turn economic or…

Format ACM conference papers and journal articles with the acmart LaTeX class (sigconf, sigplan, acmsmall, acmlarge, acmtog, manuscript/review/anonymous modes) or the ACM Word template, covering CCS…

Business Analyst agent. Use when starting a new feature requiring requirements elicitation BEFORE plan or cook. Asks probing questions, identifies hidden requirements, maps stakeholders, defines scope…

Find enumerable endpoints that leak data through iteration. Use when user asks about data scraping, bulk data access, or iterating through records.

Mine developer/practitioner communities (Reddit, Hacker News, StackOverflow, GitHub Discussions, OKKY, velog, 네이버 카페) for real-world pain points, debates, and field-tested heuristics. Use when the…

When the user wants to build programmatic SEO with AI, create competitor alternative pages, optimize for AI Overviews, or scale content production. Also use when the user mentions 'SEO,' 'programmatic…

初五的全年公关战略Skill。根据企业内部材料起草、改写、审查或补充全年媒体关系、全年舆情管理或综合公关战略。从当前指令识别战略类型和工作方式，资料缺失时保留显式待补项并交付Markdown；单次舆情、上线前预案、文章分析和新闻稿使用对应专项Skill。

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan,…

Verify academic BibTeX citations to identify fake/hallucinated references using DOI resolution, CrossRef API, Semantic Scholar, DBLP provenance analysis, and structural red flag detection. Use when…

Locate a concrete, defensible research gap from a literature review synthesis and convert it into an executable future research direction. Use when the user is writing the conclusion, research…

Bulk data enrichment. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. Supports multi-turn: pass…

叙事理论、故事结构、人物弧线和文学分析专家——基于从普罗普到坎贝尔再到现代叙事学的成熟框架提供建议

Conducts a systematic related-work / literature-survey / state-of-the-art review for a research question by defining survey dimensions, searching each axis, building a taxonomy of prior work,…

Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data…

Interact with the Paperclip control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check assignments, update task status, delegate work,…

Real DCF (Discounted Cash Flow) model creation for equity valuation. Retrieves financial data from SEC filings and analyst reports, builds comprehensive cash flow projections with proper WACC…

Looks up current LiveKit facts (API signatures, CLI flags, config options, model and provider support, SDK changelogs, pricing) from the docs instead of answering from memory. Use whenever a question…

Find relevant papers across major indices, structured summary, gap analysis. Use when asked to "find papers", "literature review", "what's been done", "related work", or "survey the field".…

Builds a product messaging library from your positioning, your website and customer evidence: a description, the status quo and alternatives, pain points with their knock-on consequences,…