Research AI Skills

Use this skill any time the user wants in-depth research or comprehensive analysis on any topic. This includes: industry analysis, competitive landscape mapping, market sizing, trend analysis,…

Write or revise prose in the voice of a thoughtful, careful, precise academic who cares deeply about reader understanding and writes with personality and purpose. Use for research exposition,…

Personalized academic paper recommendation via AMiner rec5 API. Activate this skill whenever the user asks for paper recommendations, whether triggered by /aminer-dp, /skill aminer-dp, or any natural…

Crawl an entire documentation or design-system website into one LLM-ready Markdown corpus. Discovers every page from the site's sitemap.xml (with a same-origin link-following fallback when there is no…

Reader-oriented final language polishing for English academic manuscripts, including Chinese-to-English translation plus polishing, with first-class support for LaTeX/TeX source. Use when asked to…

Company research using Exa. Finds company info, competitors, news, financials, LinkedIn profiles, builds company lists. Use when researching companies, doing competitor analysis, market research, or…

Polish, translate, draft, or diagnose academic-paper Introduction sections, with emphasis on logical progression, paragraph functions, evidence-calibrated wording, and journal-ready English. Use for…

Use when a method is not yet beating its baseline and the next change has to be chosen, including improving a model, reaching state of the art, deciding which component to add next, measuring headroom…

Analyze a legal question rigorously and produce a citation-anchored analysis or proof skeleton — frame the issues, synthesize the governing rule, analyze the facts, organize the proof (CRAC/CREAC),…

Medical/scientific paper writing workflow skill. Manages the full pipeline from literature search to submission-ready manuscript. Creates and manages a project directory with IMRAD-format section…

Deep anonymization sweep for double-blind paper submissions, plus clean de-anonymization for camera-ready. Use when a researcher says "anonymize my paper", "double-blind check", "blind this…

Standardize, draft, revise, check, and package Chinese undergraduate thesis or graduation-design papers from school templates, task books, proposals, sample papers, source code, screenshots,…

Turn one topic into a knowledge explainer video that is easy to follow, good to look at and makes people want to watch to the end (on-screen text over music, the kind that took off under Douyin's…

Create, restyle, or rebuild Chinese academic PowerPoint presentations from papers, theses, reports, figures, notes, templates, screenshots, or visual mockups. Use for presentation planning, Template…

Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from…

External-world access layer for Codex. MUST use when the user asks to look up, verify, open, browse, search, cite, inspect, download, upload, operate a website, check a current fact, read a specific…

Extracts atomic sentences from academic papers — identify every cited paper, compress each citation into a single logical claim, group them by sub-topic, and summarize each group. Use this skill…

Draft, restructure, or revise evidence-grounded research manuscripts and individual sections across computational, engineering, mathematical-method, and empirical research. Use for Abstract,…

Writes a complete IMRaD-structured academic paper draft (Abstract, Introduction, Related Work, Methods, Results, Discussion, Conclusion, References) from the user's notes, documents, and wiki content.…

Direct a claim-driven research experiment project from post-Idea intake through method realization, prioritized evidence collection, Human Gates, and Evidence Freeze. Use for scientific planning,…

根据参考视频逐帧拆解并制作可编辑的 After Effects 动效工程，结合图像模型生成素材、Blender 三维场景与运镜，复刻短帧 MG、UI 和三维文字；适用于参考复刻、主题改编及已有成片的视觉返修。

Use whenever the user wants to reproduce, replicate, or verify results from an academic paper — especially ML/CV/NLP papers with public GitHub repos and Python codebases. Triggers on: 复现, reproduce,…

Use when a Grok Build task involves UI design, interface understanding, Figma, design systems, shadcn/ui, Tailwind, UX audits, Atomic Design, component specs, MCP, or design-to-code generation.

Produce high-quality design documents through research, divergent thinking, and iterative refinement

University-tier research and lecture decks. Citation-heavy, evidence-led, restrained. Use when the user asks for 'academic deck', 'research presentation', 'lecture slides', 'conference talk', 'thesis…

Build professional academic economics slide decks in LaTeX/Beamer: turn a paper into a conference, seminar, or job-market talk; build discussant slides; polish or shorten an existing deck. Use when…

阶段 2 试吃——对 4-5 个该领域设计优秀的真实网站跑六维机械拆解（形 / 色 / 字 / 构 / 质 / 动），综合成本项目 design.md 初稿。六维是上位骨架，DOM 量化工作流 + 动效采访 5 类是落地肌肉。每次一站，保护上下文。不做前轮/后轮深度采访（那是 frontend-interview-dualround）、不做视觉锚定三件套（那是…

This skill should be used when analyzing a competitor's brand identity, auditing visual brand elements, researching brand positioning, comparing brand aesthetics, evaluating competitor design…

Use to AUDIT a repository, site, or page against WCAG 2.2 AA or a country standard such as RGAA; produce a dated conformance report, criterion grid, PRD backlog, or tickets; AUTHOR accessible markup;…

结构化的生物信息学 taste gate。用于对 research idea、hypothesis、method design、experiment plan、results package、paper framing 做可插入 pipeline 的判定，而不是长篇评论。适用于用户想问“这个方向值不值得做”“这个 benchmark 合理吗”“这些结果支持什么 claim”“从生信…

Evaluate code and software design quality through the lens of human taste -- abstraction depth, conceptual integrity, change cost, and structural elegance. Use this skill whenever the user asks you to…

Use for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or 'this coding agent' when…

12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation…

Read one supplied paper closely enough to reconstruct how its authors actually got there, rather than restating what the abstract claims. Use for 精读论文, 讲透这篇论文, 把这篇读懂, 作者为什么这么设计, 这个公式怎么推出来的, paper…

Draft a blog post from ideas and resources. Use when users want to write a blog post, create content from research, or draft articles. Guides through research, brainstorming, outlining, and iterative…

Use this skill to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure & table…

Activate deep research mode for systematic investigation. Use when the user asks to research, investigate, explore, or needs current information with citations.

Keyless web search and page fetch via Keenable. Use when user says "keenable search", "web search without an API key", "fetch this page as markdown", or needs broad web results beyond academic…

数学问题发现与证据检索。用于界定研究问题、查定义/定理谱系、检索 arXiv/Scholar/OpenAlex/Crossref、建立来源账本、证据图、查新或从证据缺口生成可证伪猜想。

AI Berkshire skill: 段永平问答：以他的方式思考. Source: skills/dyp-ask.md.

Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score…

Research a game, engine or modding technique on the open web with archive-aware, rate-limit-safe searches — Wayback Machine/archive.today for dead forums (XeNTaX, Zenhax, old threads), GitHub…

数学建模赛题分析与建模设计合并阶段。用于读取题面和附件，完成子问题拆解、数据理解、假设预检、变量定义、模型公式、目标函数、约束条件、求解策略和可交给代码实现的建模报告。

Draft a `/goal` line that gives long-running Codex or Claude Code work an objective, validation evidence, and a stop condition. Use when the user explicitly asks for `/goal`, an agent goal, or a…

Chinese-first academic Word and PowerPoint workflow for paper reading reports, thesis or group-meeting PPTs, editable DOCX/PPTX generation, Office file inspection, template matching, speaker notes,…

Self-improving browser automation via the auto-research loop. Iteratively runs a browsing task, reads the trace, and improves the navigation skill (strategy.md) until it reliably passes. Supports…

Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are…

VLM indoor safety hazard detection benchmark inspired by HomeSafeBench (arXiv 2509.23690)

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes,…

Required first preflight before every CCFA skill, including research, review, retrieval, experiments, visuals, and maintenance. Keep reasoning and communication direct, remove empty defensive framing,…

Read research outline, launch independent agent for each item for deep research. Disable task output.