Research AI Skills

Generate or review an AI-tool usage statement and detailed usage disclosure for a HUAWEI Cup paper, matching the contest's explicit policy that AI products may be used only as auxiliary tools with…

Web search without an API key using DuckDuckGo Lite via web_fetch. Use as a fallback when web_search fails with missing_brave_api_key error, or whenever you need to search the web and no search API is…

USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough multi-search). Streaming/blocking. Citations.

Fact-check a teaching claim against sources so the learner can trust the single interface. Use when the user runs /learn-verify or /skill:learn-verify, or says fact-check, verify this, is this true,…

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。

Hand ordinary chat off to durable Task mode when the user explicitly invokes /task or requests a managed task. Complexity, progress tracking, or a need for a plan alone does not authorize a handoff;…

Screen an ML research paper (as reviewer, AC, or co-author) for evidence that it was produced by AI without a responsible human author — unsteered research (failed method pivoted into an "audit"…

Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan…

Assess and promote corpus slices toward citation readiness. Use when deciding whether a piece of evidence can be cited, upgrading machine-translated layers to reviewed translations, building evidence…

Create visually rich PowerPoint (.pptx) presentations from academic papers, research notes, or any content the user wants in slide format. Uses PptxGenJS + LaTeX formula rendering. Always use this…

Run FactorMiner benchmark workflows — the Table 1 Top-K freeze benchmark, memory and strategy ablations, transaction-cost pressure tests, and the full suite. Use to compare FactorMiner against…

Create Chinese academic literature-report PPTs from real paper/SI figures. Use for journal-club, thesis-defense, paper-to-PPT, and slide-review tasks, especially when Image2-style full-slide…

Create complete Xiaohongshu image-and-text posts from a topic, article, document, or rough idea, including research, fact checking, post copy, pagination, storyboards, a 3:4 cover, 9:16 content pages,…

Multi-agent brainstorming and strategic thinking on any complex topic. Explores the subject deeply, then spawns specialized sub-agents in parallel for diverse expert perspectives. MUST BE USED…

Audit, run, or verify experimental evidence for CS/AI/ML papers. Produces Evidence Inventory with evidence_type annotations (newly_run/preexisting_artifact/user_claim) and Protocol Risk assessments.…

Convert scientific papers, theses, technical reports, source code, figures, or research manuscripts into evidence-grounded Chinese invention patent drafts. Use when an AI agent must extract patentable…

Literature survey assistant with four modes: /survey intent (capture student goals, expertise, and success criteria), /survey triage (landscape mapping via NotebookLM), /survey deepen (structured…

根据REFINED_DESIGN.md中的变量定义，自动获取所需数据并生成可执行的回归分析脚本（Python/Stata）。

Interrogate a written engineering implementation brief before work starts. Use when a user brings a ticket, PRD, design note, or substantive engineering task brief and wants to begin implementation…

Make a papercut reel, video or explainer end to end. Short vertical (9:16) cut-paper explainers from a link (repo, product page, announcement), idea to mp4. Also routes partial asks to the stage…

Write a cited academic essay with Jordan Peterson's essay process, adapted to how models write, ending in in-text citations and a reference list.

Drift detection between skill and current source code. Use when the user requests to "audit a skill" or "audit skill" for drift.

帮助用户读懂材料、研究主题、解释概念、把知识用于真实问题，并直接写成文章；也能把字幕和自动转写稿整理成忠实、可读的文章式全文并写入私人知识库，在用户明确要求时再讲解材料或提炼知识，接入视频和社交来源，筛选分享内容，根据发布反馈继续选题和改进内容，以及初始化、检查和维护本机私人知识库、内容案例、钩子与写作记忆。适用于字幕整稿、划重点、系统学习、分轮处理长材料、内容审查、文章写作和知识沉淀；不负责短内…

Fine-tune any HuggingFace CV / VLM / LLM model on local NVIDIA GPUs inside an NGC PyTorch container when no dedicated TAO model skill matches. Use when the user wants to fine-tune a HuggingFace model…

检索与批判阅读论文，综合证据、核对引用与版本；支持深度调研、系统综述和元分析，以及按用户确认协议进行题摘/全文筛选。用于文献任务，论文章节写作由写作模块承担。

Autonomous skill generator that learns new technologies from the web. Use when, users want to learn about a new library/framework/tool, need to create a skill for an unfamiliar technology, want to…

Quick competitive landscape scan for any product or market. Takes a product/market description and returns a competitive map with positioning, gaps, and opportunities.

Multi-platform price research for C2C resale. Search prices across bound platforms using the user's authorized session. Use when user wants to know "what is this worth", "price this", "market price",…

Use this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial analysis,…

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions,…

Write and sharpen research paper titles, abstracts (structured and unstructured), keywords, highlights, significance statements, graphical-abstract text and lay summaries. Use when drafting or…

Research high-intent TikTok and Instagram search keywords using ScaleBrick's framework. Returns categorized keywords with intent type, search volume estimate, difficulty score, and content angle for…

SciPilot Skills 家族的文献检索与引用插入技能。支持两种输入模式—— 模式 A：读取用户的 Word(.docx) 或 LaTeX(.tex) 论文，在正文对应章节插入引用； 模式 B：接收用户给出的一段话/一个观点/一个论断，输出能支撑它的参考文献列表 （不修改文档）。两种模式都通过 Semantic Scholar、OpenAlex、Crossref 三源…

Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX…

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…

Find and fix broken links — three modes with different scale ceilings. `local` audits any local repo (HTML/MD/MDX, no size limit) via Glob/Grep + per-link verification. `page` checks one live URL…

Compare research methods for an academic literature review, thesis proposal, or methodology section by linking each method to what it can and cannot answer. Use when the user needs to justify method…

Migrate Exa, Tavily, Perplexity, or Firecrawl web-data integrations completely to the appropriate Parallel products while preserving application behavior. Use when replacing these providers' SDKs or…

自然地理与人文地理、气候系统、制图学和空间分析专家——构建地理上连贯自洽的世界，使地形、气候、资源和聚落模式在科学上合理

Use this skill as a router and knowledge graph for McKinsey/BCG-style consulting methods. Use when the user asks for structured problem solving, MECE issue trees, hypothesis-driven analysis, strategy,…

Answer AI citation and answer engine optimization (AEO) questions in PostHog: whether AI answer engines (ChatGPT, Claude, and an Exa retrieval baseline) cite the project's site for its tracked…

Searches and discovers academic papers across multiple sources (Semantic Scholar, arXiv, Tavily, Exa, Gemini deep research, AMiner, Google Scholar) with adaptive engine selection based on query type.…

Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion)…

v1.5 of the Vox-style animated ad skill on the MaxFusion AI MCP: after prompt approval, Claude generates the whole video (Google Omni, 10s clips, optionally last-frame chained) with direct MCP tools —…

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research…

A rigorous, detail-preserving summarization method for academic papers, reports, and long-form documents. Based on the FOCUS workflow (Lin, 2025, Nature Biotechnology). Extracts every key point with…

Supervise whether an AI response, research pass, or proposed solution has adequately advanced the user's research plan. Use when the user asks to 监督/检查/评估 AI 是否真正解决了方案, keep a research workflow…

Turn raw experiment outputs into publication-ready figures, tables, and statistical analysis. Use when asked to "analyze results", "make figures", "create tables", or "visualize experiments".…

Builds an ideal customer profile from evidence: case studies, testimonials, customer logos, solutions pages, reviews and any sales notes you have. Produces market sizing layers, firmographic segments,…

数学建模的题目理解、模型选择和算法设计阶段。输出题目分析报告与术语表格。

Use when a user needs distinct, feasible Research Architect research-question options from a raw topic, available materials, constraints, and—when available—transferable logic from a target reference…