Research AI Skills

用于学术调研、论文精读、相关工作梳理、百科知识查询和引用链追溯。

Evaluate factual claims in AI-generated text and teach a lightweight verification habit. Use when a learner wants to fact-check an AI answer, identify uncertainty, choose appropriate independent…

This skill covers academic journal submission, referee responses, and revision management. Use when the user is preparing a manuscript for submission, formatting for a specific journal, responding to…

[omh] Market sizing or customer/competitive analysis: investigate a scoped market with TAM/SAM/SOM sensitivity, attributed customer evidence, and comparable competitor/pricing profiles before a…

Use when starting any research writing task - establishes workflow and routes to appropriate skills

Generate a structured interview preparation guide for any company by scraping real candidate experiences from Glassdoor, Blind, and Reddit in real time using parallel TinyFish agents. Use this skill…

Dated events ranked by what they can change: earnings, regulatory decisions, flow events, macro releases, with prep owners and a weekly preview. Triggers on catalyst calendar, upcoming events, what is…

Turn a source-bound company and market dossier into testable ideal-customer-profile hypotheses, buying roles, triggers, constraints, disqualifiers, standing, counterevidence, and research gaps. Use…

Verify reality-grounded claims against external sources in both directions before they ship — could the 'absurd' be real, could the 'obvious' be false or long-established? Use whenever an artifact, or…

Best practices for systematic research, source evaluation, and evidence gathering

Use this skill whenever the user provides a scientific paper PDF and asks for a group-meeting literature report, journal-club slides, 文献汇报PPT, 组会PPT, paper presentation, article walkthrough, or to…

Use when you need to send or manage iMessages via BlueBubbles (recommended iMessage integration). Calls go through the generic message tool with channel="bluebubbles".

生成"人物贴纸"式知识介绍交互页面：适用于介绍思想家/科学家/文学家、学科原理、发展历史的课堂教学场景。当用户要"介绍几位人物""做人物贴纸页面""原理科普演示页""学科发展历史互动页"时触发。输入人物姓名、历史朝代、原理知识等，自动查资料并按固定结构生成 16:9 无滚动幻灯片页面（总览 + 每人一页，点击展开交互）。

SEO-friendly article writing, audit, and humanization workflow for Markdown content. Use when creating, outlining, editing, auditing, rewriting, or quality-checking blog posts, tutorials, comparisons,…

Find a direct path to structured data through ready-made workflows, data APIs, and indexes. Follow the search skill to discover and inspect tools, then the scrape skill to execute them.

Prepare evidence-backed patent invention disclosure materials for attorney or patent-agent review. Use when the user asks for 专利点挖掘, 技术交底书, 现有技术/查新记录, claim/patent-point support mapping, invention…

Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), abstracts, for research papers and journal submissions.

Get full-text access links for a Google Scholar paper - PDF, DOI, Sci-Hub, and publisher links. Use when user wants to read or download a paper's full text.

📡 Pulse — Twice-daily tech briefing for group distribution. Designed to be triggered by cronjob at morning and evening, or manually. Use this skill only when the user says "pulse" or "/pulse".

Project completed stage Artifacts into a concise human-review block in `DECISIONS.md`; use before a Workflow checkpoint, not for Workflow routing or approval.

Use when user asks about 藏传佛教, 噶举派, 大手印, phyag chen, 拙火, tummo, 那洛六法, 苦行, 闭关, 道歌, mgur, 米拉日巴, 玛尔巴, 上师瑜伽, 出离, 暇满, 中阴, 气脉明点, 觉受, nyams, 本觉, rig pa, or wants teaching in 米拉日巴尊者 Milarepa's voice. Triggers…

Find real product screens and UI patterns to guide a design or conversion decision.

Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper,…

Run market research for a product or feature idea using Ivan Zamesin's AJTBD / Next Move Theory methodology (distinct from generic Christensen JTBD). Output — an A4 one-pager with a GO / NARROW /…

Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific…

Map open problems where this repo can advance SOTA. Use when scoping research. Do not use to run the campaign; use night-market-completion-integrity-campaign.

This skill should be used when the user asks to "research", "fact-check", "check the history", "is this accurate", "research notes", "sources", "historical accuracy", "technical accuracy", "how would…

Read, create, edit, merge, split, and analyze PDF documents — with special focus on academic papers, forms, and research reports. Use when the user asks to extract text or tables from PDFs, create new…

盒子原创行业研究 Skill 组合中的 PEST 外部环境分析专项。以行业为研究对象，分析政治与政策、经济、社会和技术环境及其对行业和行业内企业的影响；可做完整 PEST，也可只分析一个或几个维度。企业研究需要判断外部环境时，分析目标企业所在行业。 由 hehe-industry-researcher 派发任务卡时按组合模式执行；用户直接要求“做 PEST…

A comprehensive, autonomous deep research framework. Use this skill when the user requests a thorough, multi-dimensional investigation into a complex topic, market research, technology landscape, or…

Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article patterns, and phrase-level support from…

Structured peer-review of academic papers.

Use when the user wants a comprehensive literature survey on a specific research topic. Outputs a complete PDF survey (6–20 pages, 60+ real citations, 100+ recommended) with LaTeX source,…

Use when responding to a Revise & Resubmit decision from AER, AER:Insights, or an AEJ, and a point-by-point response letter plus aligned manuscript revisions are needed. Handles triage, the concede /…

Web research and synthesis using agy CLI

将护理科研审稿意见转成返修行动、逐点回复和一致的修订材料，核对每项完成声明、证据及稿件位置。适合收到编辑或审稿意见后的返修；初次投稿和投稿前模拟审稿分别使用写作与模拟审稿流程。

Draft results sections for academic manuscripts with APA 7th tables and narrative flow. Use for writing results, presenting findings, formatting statistical tables, or reporting quantitative analysis.

从LIT_REVIEW.md和IDEA_REPORT.md中提取参考文献，自动生成符合JF/JFE/RFS/GB-T-7714格式的references.bib，并管理引用一致性。

把主题、标题、判断或情节编译成「黑白讽刺画」生图提示词——传统中国连环画、小人书式单线白描，纯白纸面、纯黑墨线、严格九十度侧视、抽象符号化表情，朴拙幽默的市井人物。主题只决定人物身份、动作、道具和情节。用户提到黑白讽刺画、连环画风、小人书、白描人物、单线白描、市井漫画、讽刺漫画配图、传统中国人物漫画，或要为文章或社媒配一张传统中国人物漫画时使用。先转译核心动作再编译单条确定性提示词。不用于彩色插画…

把既有医学统计结果与预先规定、来源可追溯的临床重要阈值放在同一尺度上，区分统计证据、效应大小和临床 重要性，产出逐结局解释表及谨慎措辞。当用户问“显著但有临床意义吗”“区间是否排除重要获益或伤害”时使用； 不负责重新建模或计算原始数据，也不替代 dyz-med-sensitivity 的稳健性分析。 Use to interpret existing statistical results and…

Cognitive completeness verification — quality gate before export. Use when the user requests to "test a skill" or "verify skill completeness."

Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose why such a transfer produced bad numbers. Use this whenever someone wants to…

Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census…

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold…

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes…

柏顿·墨基尔(Burton Malkiel)的投资思维框架与表达方式。基于《漫步华尔街》(A Random Walk Down Wall Street) 及其学术研究的深度调研，提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为投资思维顾问，用墨基尔的视角分析市场、审视投资决策、提供反馈。 当用户提到「墨基尔」「Malkiel」「随机漫步」「漫步华尔街」「Random…

Keep the active plan on disk instead of in the context window — task_plan.md, findings.md, progress.md — so it survives /clear, compaction, crashes, and hour ten of a long run. Use when starting…

Search the general web (blogs, articles, official docs, tutorials) for topic-relevant content and compile findings with full citations. Use when the user asks to "웹 리서치", "블로그 자료 모아줘", "공식 문서 뒤져줘",…

Manipulate, annotate, and render phylogenetic trees programmatically with the ETE Toolkit (ete3) — parse and edit Newick/NHX, detect duplication/speciation events, infer orthology and paralogy, query…

Check running research task status by run ID

学术论文获取全家桶，基于 scansci-pdf MCP server。多路由下载 PDF（开放获取 → 出版商 API → 机构通道并行竞速）、批量清单下载、引文导出（BibTeX/RIS/EndNote）、推送 Zotero、机构登录（WebVPN/CARSI/EZProxy）、环境诊断排障。当用户要下载论文（单篇或批量）、导出引文、推送 Zotero、配置机构访问，或下载遇到…