Research AI Skills

Internal analysis-mode entry for Codex in this repository.

A curated prompt library ("论文搭子/paper-buddy") for the academic paper workflow — vetting research ideas, literature cards, Related Work tables, Introduction structuring, title/abstract writing,…

Semi-automated fact-checking, source credibility evaluation, misinformation detection, prebunking, and evidence-ledger based claim verification. Use when a user asks to verify a claim, article, social…

Reconcile accounts, ledgers, bank statements, subledgers, variances, and supporting schedules.

Autonomously create or improve complete, polished Slidev presentations with SlideBlocks from short requests and mixed materials including PDF, Word, web pages, Markdown, spreadsheets, images, brand…

根据中英文文献题名核验公开元数据，生成通用中文参考文献和 BibTeX。Use for Chinese academic references, GB/T 7714-style bibliography formatting, and citation completion from literature titles.

以蒙特梭利的视角回应——观察优先、尊重儿童、环境即教师 当用户明确要求使用这一人物的视角、提到“montessori-perspective”，或希望应用其核心方法分析问题时使用；不要因一般性问题自动触发。

Run web-scraping subagents inside isolated Docker sandboxes, one box per subagent. Each box has a terminal (curl, python), a persistent headless Chromium, passive request listeners that log every HTTP…

발표급 다크 에디토리얼 HTML 덱을 손으로 짓는 디자인 시스템. 브리프/원고를 받아 Apple·Linear·Stripe 키노트급으로 보이는 프레젠테이션을 프론트엔드(HTML/CSS, 1920×1080 슬라이드)로 만들고 헤드리스 크로미움으로 PNG/PDF까지 렌더한 뒤 공유용 PDF는 기본 경량화한다. PPTX 생성기가 아니라 "슬라이드처럼 보이는 웹…

Drives browser automation with `advai browser` for navigation, DOM actions, extraction, screenshots, cookies, tabs, and network capture. Invoke when a task needs live browser interaction or web…

Guide literature reviews from question refinement to evidence-grounded drafting, including journalism and communication, library and information science, and other disciplines. Use for…

聚合 20+ AI 信息源，生成每日 AI 日报

文化体系、仪式、亲属关系、信仰系统和民族志方法专家——构建有生活气息而非凭空捏造的、文化上连贯自洽的社会

Reconcile accounts, ledgers, bank statements, subledgers, variances, and supporting schedules.

Create Korean technical and business document artifacts as self-contained HTML and optional PDF — progress reports, technical reports, research notes, meeting decks, benchmark write-ups, intermediate…

Generates publication-quality academic figures (framework diagrams, pipeline illustrations, system architectures, method overviews) from a paper's method text and a target caption, using a local…

Check whether a project, tool, library, or product idea has already been built before the user invests time in it. Find existing solutions, extract standard patterns, benchmark the user's angle…

CNKI (中国知网) 全流程技能：关键词检索、高级检索（作者/期刊/日期/核心库过滤）、论文详情解析、结果页解析、翻页、期刊检索/目录/导航。Use when the user wants to search CNKI, browse CNKI journals, or open/parse CNKI paper pages.

12-agent academic paper writing pipeline. 10 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure). 6 paper types, 5 citation formats,…

Guide a researcher step by step into an unfamiliar research field, or decode a paper, abstract, figure caption, or referee comment they cannot parse. Builds understanding in rungs (motivation,…

Find, rank, summarize, and track high-quality research papers with Scholar MCP, accept user-submitted PDFs, DOIs, or links through a persistent local inbox as special-interest signals, then create…

Use when the user wants a reusable local workflow to search scholarly APIs for any topic keywords, build a candidate table, download accessible PDFs or HTML/XML full texts, run a second-pass…

Analyze academic papers and research PDFs. Use this skill when the user uploads or pastes a research paper and wants to understand it. Triggers: 'analyze this paper', 'read this PDF', 'summarize this…

Use when the user asks for a peer review, critique, or meta-review of an academic paper (PDF, DOCX, or extracted text). Spawns N independent reviewer subagents in parallel under anonymized NATO…

Translate English PDF documents (especially academic papers) into Chinese using PDFMathTranslate-next (pdf2zh), producing a monolingual Chinese PDF and a bilingual side-by-side PDF with formulas,…

Build, maintain, and query a personal LLM-managed wiki — a markdown knowledge base where the LLM owns all writing, cross-referencing, and bookkeeping while the user curates sources. Use this skill…

Structured scholarly paper reading and research ideation. Use when Codex needs to read or summarize papers/PDFs, judge innovations, score paper quality and reading priority, compare related work,…

Draft, revise, polish, translate, or review scientific manuscript prose in Chinese or English. Use for manuscript passages and sections, titles, abstracts, conclusions, evidence-to-claim reasoning,…

Research automation skills for Claude Code. Full pipeline from idea to submittable paper. Skills: /lit-review, /novelty-check, /experiment, /analyze-results, /write-paper, /research (orchestrator),…

Use when translating English academic, technical, scholarly, or intellectually dense prose into publishable modern Chinese; when users ask for translation as rewriting, anti-translationese Chinese,…

Researches one B2B SaaS competitor across 13 dimensions (company, product, ICP, pricing, reviews, content, launches, search and AI visibility, tech stack, hiring, go-to-market, social, paid ads) and…

Academic-integrity self-audit skill inspired by Geng Tongxue for manuscripts, revisions, post-publication concerns, and internal lab review, including Nature/Nature Portfolio submissions. Use when the…

Use when the user asks to "verify citations", "check references", "validate paper citations", or "evaluate reference relevance". It extracts references from LaTeX/PDF papers, checks formatting rules,…

Use when reviewing, revising, or deciding whether to complete a Research Architect draft, especially when its reference adaptation, design, evidence, citations, claim boundaries, copying risk, or…

Use this skill as a human-guided research agent for Master and PhD work in computer science, AI, mathematics, engineering, and related technical fields. Use it for research scoping, source ingestion,…

将英文论文、arXiv、期刊/会议文章及技术 PDF 翻译为中文 PDF 或可发布的中文 Markdown。用户提出“翻译英文 PDF”“翻译论文”“论文超级翻译官”“保留图片、公式和原版式”“原文译文对照”“页数对应”或“PDF 图文排版不要乱”时使用。

Watch and report on upcoming AI/ML conferences: submission deadlines (every stage), dates, location, special sessions / calls for papers, official links, and a 5-year acceptance-rate trend. Use when…

Draft, revise, or diagnose research-paper abstracts as compact arguments written for readers rather than section-by-section summaries. Use for an abstract-only request, a conference or journal…

Use when the user asks for journal recommendation, 选刊, 投稿期刊筛选, 期刊匹配, 适合投稿的期刊, 投哪个期刊, or wants 3-5 suitable journals for a manuscript based on an abstract, discipline, CAS/JCR ranking, impact factor,…

Create high-detail, fact-checked English cinematic educational animations in Blender for science, engineering, architecture, construction, manufacturing, machines, infrastructure, energy, medicine,…

Conduct structured analysis on any problem using CIA/IC analytic techniques — assess competing hypotheses, challenge assumptions, stress-test judgments, and produce defensible evidence-based…

ACADEMIC PRIORITY: Activate this skill whenever the user's query involves academic, scholarly, or research-related topics — including but not limited to: papers, publications, citations, scholars,…

End-to-end research workflow skill for investment analysts and policy researchers. Three scope modes the user picks at trigger time — light (4-5 page decision memo, ~15 min, 0 charts), medium (12-15…

Audit the scientific defensibility of a technical research paper before submission or major revision. Check novelty, method and reported-number consistency, claim-evidence alignment, baselines,…

Translate, polish, draft, restructure, or diagnose academic-paper Discussion sections, with emphasis on evidence-to-mechanism reasoning, alternative explanations, limitations, claim-strength…

Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.

Create publication-quality charts and graphs for economics papers.

Generate concise, human-readable GitHub Trending briefings from WebFetch/WebSearch results, compare against prior markdown reports when available, and write daily or weekly trend summaries. Use when…

Run user research with atypica.ai through its MCP server. Use when the user wants to understand consumers, test a product or concept, or analyze a market. AI-simulated consumers are interviewed and…

Use when maintaining an LLM-driven knowledge base wiki, ingesting research papers/sources, querying wiki knowledge, or running wiki lint checks. Activates for: paper ingest, wiki query, wiki…

Use when creating, revising, or reviewing explanatory data charts for a blog, report, paper, slide, newsletter, or social post. Includes matplotlib, seaborn, pandas .plot, ggplot2, Plotly,…