Research AI Skills

Analyze a local AI research paper, optionally using a local repository as supporting evidence, and produce a concise paper profile plus a validated module plan of at most five reusable skill modules.

Read, search, and organize emails via the himalaya CLI (IMAP/SMTP). Use when the user asks to check email, search messages, list folders, download attachments, or manage email flags and folders.

盒子原创行业研究 Skill 组合中的行业痛点分析专项。辨析不同参与者在明确任务、流程或产业节点上反复、持续，或在关键时点承担的时间、成本、收入、结果、风险或责任损失，并核对现有替代为何仍未解决。用于“分析行业痛点”“行业瓶颈”“梳理行业发展卡点或障碍”“判断用户抱怨与行业瓶颈的关系”等问题。 由 `hehe-industry-researcher`…

Write, revise, and validate ML/AI research papers in LaTeX. Use for topic-to-paper planning, review papers, empirical papers, verified result backfill, citation audits, and academic prose refinement.

Prioritize product opportunities using Pain, Reach, Evidence and Strategic fit. Use when comparing user needs or problems, scoring opportunities with PRES, or reviewing an opportunity ranking; not for…

对护理科研稿件或指定片段进行投稿前模拟审稿，核查研究有效性、护理价值、报告完整性和图表一致性，给出有原文依据的修改优先级。此为 AI 辅助审查，不是期刊编辑决定，也不负责逐条审稿回复。

Wibi Style 官方视觉风格：把真实照片重画成浅暖象牙纸上的蓝黑手绘涂鸦漫画。适合表情或动作清楚的人像、人与宠物合照；用户要求奶油纸涂鸦漫画或调用 $cream-paper-doodle 时使用。

Use this skill instead of search_web 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.…

Use when a decision-relevant question needs multi-source search, claim-level citations, contradiction handling, uncertainty, or a durable wiki handoff.

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth.…

| 按文档类型（genre）选择主题并输出标准化设计令牌（Design Tokens），驱动 doc-typeset skill 的所有样式决策。 支持公文、学术论文、商务报告、创意营销、通用五大场景，输出含 typography/color/spacing/layout 的 W3C DTCG 格式 JSON 和 CSS 变量映射。 当 generate_word…

Maintain a project-local, version-pinned wiki of every external dependency. Use whenever a new library is being added, an existing one is being upgraded, an idiom for using a library is being adopted,…

Draft or refine introduction sections for academic manuscripts from phenomenon to theory to contribution. Use for writing introductions, literature framing, or research question development.

经济金融论文正文写作。根据PAPER_OUTLINE.md大纲和REFINED_DESIGN.md研究设计，生成完整的论文正文草稿（英文/中文），覆盖Introduction到Conclusion所有章节。

把产品、流程、概念或文章主题编译成「工程图纸」风格生图提示词：晒图蓝底白线（默认）／白纸蓝线／陈年棕黄三种纸张寄存器，四种图面模式（流程拓扑 / 三视图 / 爆炸图 /…

面向 MotionSurf paper registry 的只读查询与统计入口。当用户想查看某篇论文的 canonical registry 条目、筛选缺 note / 有 markdown / 有 code 的论文、按 year / venue / provenance source 做过滤，或快速查看全库的资产覆盖率与稀疏分析字段统计时，优先使用这个 skill。它只读取…

Investigate a topic with Grok 4.1 via OpenRouter and generate a Markdown report with a timeline, verifiable claims, and sources (web/X). Use it when the user says “investiga…”, “haz research…”,…

Evaluate whether journal predictions became true 2-3 days later using event and Discord evidence, then log structured outcomes for calibration and behavior updates. Use when auditing prediction…

Generate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate research plan", "撰写研究计划", "写博士申请", "doctoral proposal",…

Bounded source-backed retrieval for document questions, fact finding, local knowledge lookup, comparisons, or current information that needs attributable passages and an explicit supported, partial,…

Performs ARA Seal Level 2 semantic epistemic review of an Agent-Native Research Artifact directory, reading PAPER.md, logic/claims.md, logic/experiments.md, and trace/exploration_tree.yaml. Scores six…

Search academic sources (arXiv, Google Scholar, Semantic Scholar, ACM, IEEE) for research papers and extract theoretical foundations, methods, empirical findings, and citation-worthy claims. Use when…

The agent terminal -- its commands, absolute paths, how `search` actually matches, the `|` Twig pipeline, and /tmp as a compute surface. Load it before your first search comes back empty.

Use this skill when the user asks for "competitor battlecards", "battlecard for [competitor]", "how do we beat [competitor]", "how do we handle objections about [competitor]", "competitive win/loss",…

Use when the user wants competitor research, a named competitor profile or dossier, competitive landscape discovery, an alternative-universe comparison, or competitive signals/change investigation.…

Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.

[Activation] Use this skill when the user provides a paper PDF (file path or upload) and asks to verify, audit, or fact-check its references / citations / bibliography — e.g. "check whether the…

You're stuck between options and going round in circles. This forces a decision, not another summary — it gets the real options on the table, names what you're actually optimizing for, drags out the…

Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.

Research, outline, draft, cite, and revise articles, reports, tutorials, newsletters, and case studies with traceable sources and preserved voice.

Builds a list of private companies that fit an investment thesis (sector, geography, size, ownership), with evidence for each criterion, using the Nimble `deal-sourcing` agent template on live web…

Builds a structured literature review — survey of prior work, state of the art, related-work landscape — where every claim cites a verified reference. Use when the user says "literature review", "lit…

Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

橙皮书全流程：调研→规划→多Agent并行写作→三审三校→构建PDF/DOCX/EPUB。带你用写一本书的方法快速搞懂一个陌生领域，并沉淀成可分发的书籍级成果。 适用场景：制作橙皮书、电子书、PDF手册、参考指南、完整入门书；或用结构化方法快速入门一个陌生领域。 触发词：橙皮书、PDF手册、电子书、参考指南、完整手册、书籍级PDF、做一本XX、搞懂陌生领域、快速入门XX、更新EPUB。…

This skill should be used when the user asks to "review a grant", "review my proposal", "score this grant", "evaluate my specific aims", "critique my research strategy", "review as an NIH reviewer",…

Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature…

Analyze one discovery interview for observed behavior, needs, workarounds, and unanswered questions.

Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when…

Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to up to 15 specialists (8 always + 7 conditional), generates health score. Use when…

AI Berkshire skill: 巴菲特价值投资买入前 Checklist. Source: skills/investment-checklist.md.

投资分析。给一个项目（公司名、BP、创始人对话记录），写一份深度投资分析报告。不走传统投资分析的路——核心判断只有一个：这个项目是不是一台「秩序创造机器」。Use when user says '投资报告', '投资分析', '分析这个项目', '写投资报告', 'investment report', 'invest analysis', or provides entrepreneur…

Builds Agent-to-Agent (A2A) servers and clients following Google's open protocol for agent interoperability. Use when the user wants to create an A2A-compliant agent, build an Agent Card, implement…

This skill covers reproducible research pipelines and replication packages. Use when the user is setting up a research project directory structure, configuring workflow managers (Make, Snakemake,…

Event prospecting skill. Takes a conference / event speakers URL, extracts the people, filters their companies against the user's ICP, then deep-researches only the speakers at ICP-fit companies.…

Use before submission or when reviewing papers - provides evaluation checklists, bias detection, and self-review templates

Ingest a raw source document into the wiki. Reads the source, extracts key information, creates or updates wiki pages, maintains cross-references, and logs the operation. Use when the user adds a new…

Enrich a live Excel spreadsheet by researching missing data with TinyFish and writing results directly into the running Excel app via AppleScript. Use when a user says "fill in my spreadsheet",…

Write and distribute launch and publicity content across LinkedIn, X/Twitter, Instagram, Discord, Medium, Substack, and YouTube. Produces per-platform copy that does not read as AI-written (no em…

Evaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.

Extract factual claims from PR copy, verify each claim independently, attach concrete citations, and warn when certainty is low. Runs each claim through proven newsroom verification methods (lateral…

Finds high-value SEO and GEO keywords using web search, AI analysis, and optionally paid tools like Ahrefs or Semrush. Produces a validated keywords.csv file with a fixed schema for downstream…