Research AI Skills

Research any topic across Reddit, X, and web from the last 30 days. Get current trends, real community sentiment, and actionable insights in 7 minutes vs 2 hours manual research.

Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use when implementing experiments for a…

Review a mathematical-modeling paper's model-assumption section against the complete problem statement. Diagnose whether each assumption is necessary, evidence-based, compatible with the task,…

Summarize, organize, and normalize messy research materials into an IEEE-ready writing brief before manuscript drafting. Use when Codex needs to process a folder or collection of experiment logs, code…

Orchestrate a paper-to-skills distillation loop for AI research papers supplied as local files, URLs, arXiv ids, or titles, optionally with a local or remote repository, by resolving sources,…

Read, preview, and summarize text-based files — source code, configs, logs, data files, and plain text documents. Use when the user asks to read, inspect, or summarize local .txt, .md, .json, .yaml,…

Web search using curl + multiple search engines (Baidu, Google, Bing, DuckDuckGo). Activates when user asks to search, look up, or query something online. Includes security enhancements: input…

盒子原创行业研究 Skill 组合中的行业驱动力分析专项。用于解释行业收入、销量、价格、利润、渗透率、供给或结构变化为何发生：先拆解需要解释的结果，再识别并核查需求、供给、价格与成本、技术、渠道、政策制度等驱动，最后给出主要驱动、作用路径、限制与观察指标。用户提出“分析行业驱动力”“解释增长或下滑原因”“进行多因素归因”“什么在推动或抑制这个行业”等请求时使用。 由…

Contact research skill for Claude Code and Codex: given a list of people, match and enrich each one with Vibe Prospecting — verified work email, LinkedIn, direct phone, current role, work history,…

Track whether a brand and its competitors get cited or mentioned across Google AI Overviews, Google AI Mode, ChatGPT Search, Perplexity, Microsoft Copilot, and Google Gemini for a defined set of…

Use when you have N≥3 raw research artifacts (notes, podcast summaries, deep-research dumps, daily intel, paper analyses) on one topic and want to lift them into a single structured pack with…

Map the big picture around a topic or software repository by identifying its boundaries, layers, actors, components, relationships, flows, history, fault lines, and open questions, then explain how…

Use when: NotebookLM, notebooklm MCP, large documentation sets, courses, books, papers, or citation-backed research are mentioned. Retrieves a small grounded answer from a stable corpus, preserves…

Control 产品管理/clarification.md as the governed requirement-intake ledger. Use for every new or materially changed user request and when project-initialization creates or audits the intake record.

帮助中文背景护理研究者阅读英文论文，提供原文定位、中英对照、图表解读、术语解释和指定范围翻译。适合读懂论文与形成组会理解；系统证据核查、综述写作和正式偏倚风险评价使用相应专门流程。

Quick-reference for which skills to load together based on what the user is asking. Load this FIRST when a local SEO request comes in and you're unsure which skills to activate. This prevents loading…

国家自然科学基金 (NSFC) 申请书写作 SOP，覆盖面上 / 青年 / 重点 / 重大 / 杰青 / 优青 / 创新群体 / 国合 等 8 类项目，含立项依据、研究内容、研究方案、创新点、工作基础 5 大模块写作模板，预算编制规范，及评审专家视角的退稿信号清单。当用户撰写、修改、审阅 NSFC 申请书，或需要按 NSFC 标准组织叙事 / 编预算 / 检查退稿风险时调用本 Skill。

Query the DrugCentral drug pharmacology database. Use whenever the user asks about approved drug structures, drug targets, pharmacological actions, or wants to look up any entity (drug name,…

This skill should be used when the user designs a "search system", needs "full-text search", asks about an "inverted index", "Elasticsearch / OpenSearch", "relevance ranking" (TF-IDF/BM25), "search…

Compile LaTeX to PDF and convert to target journal format

面向 MotionSurf 本地 tex_source 资产的单篇论文分析入口。当用户要求解读、总结、分析、阅读某一篇已经存在于 paper/tex_source 下的论文，或者希望为某一篇论文生成 ReadNote/ResearchPaper/<PaperName>/note.md 与 meta.json 时，优先使用这个 skill。它负责定位本地论文资产、调用遵循…

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,…

This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference…

Write clear, detailed mathematical proofs for academic papers. Use when the user asks to prove a result, derive an equation, justify a claim analytically, or expand a proof sketch into a full proof.…

Records research provenance at the end of a coding or research session by scanning the conversation and writing decisions, experiments, dead ends, pivots, claims, and heuristics into the ara/…

Whole-book acceptance gate run by a fresh-context reviewer before EPUB build (Phase 4.5). Cross-reads the integrated manuscript against the plan, research ledger, and logs, scans for forbidden…

Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis…

Comprehensive single-page optimization across all three layers — traditional SEO (title / meta / H1 / internal links), AEO (chunk quality, direct-answer leads, FAQ extraction), and GEO rewrites using…

Extract structured JSON from web pages, search engines, and entire sites in ONE call — {title, summary, sections, key_metrics, outgoing_links, author, date, page_type, ...} fields, no second LLM pass…

Write and publish tweets to X (Twitter) with AI — topic research via YouMind knowledge base, 280-char optimized writing, numbered multi-tweet sequences, and one-click publishing through the X account…

Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever…

This skill should be used when extracting structured full text from scientific PDF papers — converting PDFs to TEI XML via a local GROBID service, parsing titles, authors, abstracts, keywords, section…

Generate venue-formatted LaTeX paper with real results and citations. Use when asked to "write the paper", "draft the paper", "format for arXiv", or "generate LaTeX". Proactively invoke when the user…

使用 OpenAlex 与 AnySearch 两个真实数据源并行搜索、交叉匹配和输出可追溯论文元数据。

Use when a user needs the end-to-end Research Architect workflow to turn a raw idea, user-designated accessible target reference paper, partial research materials, results, or an existing draft into…

通过 clawEC API 按搜索量、购买率等条件做亚马逊关键词选品。在用户需要亚马逊关键词选品、细分市场机会、keyword research 时使用。

Research, structure, draft, and verify source-grounded literature reviews, surveys, and related-work syntheses. Use for mapping a research area, comparing model or method lineages, reconstructing…

Use when a user provides an academic paper PDF, extracted paper text, citation contexts, or references and asks for paper source tracing, claim-centered source tracing, citation intent extraction,…

Prepare and verify a private Lean repository for public release. Use for source scrubbing, selective syncs, clean history, proof-status and license review, fresh-checkout builds, optional registry or…

Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.

Builds a dated, sourced credit picture of a company: financials, ratings, debt events, payment behaviour, distress signals and ownership, with a risk call and its reasons, using the Nimble…

Helps a paper hit its target length: recommends exactly what to compress when it is over the page limit, or what to add with substance when it is too short. Use when a researcher says "I'm over the…

Content quality audit for both traditional SEO (E-E-A-T) and AI search (citability, structure, authority). Use when user says "content audit", "content quality", "E-E-A-T", "AI citability", "content…

Use when 高教社杯/CUMCM 数学建模任务需要变量、假设、公式、约束、算法、验证设计、鲁棒性规划、灵敏度分析、结果 schema，或基于题面和本地证据的代码交接。

Mock peer-review workflow for manuscript authors preparing conference or journal submissions. Use when the user asks in English or Chinese for mock review, simulated review, rebuttal preparation,…

Organizes research notes into a structured wiki knowledge base with wikilinks ([[slug]] syntax), cross-references, and an auto-generated index. Use when the user asks to build a wiki, organize notes…

Craft advanced search-engine queries and Google dorks to surface hidden files, documents and mentions. Covers site:, filetype:, inurl:, intitle:, intext: and before:/after: operators, verbatim search,…

Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the exact file or symbol is already named. Returns path:line…

Create or modify Paperclip agent adapters across server, UI, and CLI surfaces. Use when adding support for a new CLI agent, API agent, custom process, or adapter package.

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,…

Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contradicting, qualifying,…