Research AI Skills

Measure GEO visibility from an approved, file-backed engine observation bundle. Use for AI answer mention rate, source inclusion, citation share, query-panel coverage, GEO monitoring, 监测 AI 可见度, 衡量…

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research.…

Lumera-style single image to editable 3D scene — VLM-parsed object boxes and parametric lights, per-object meshes, HDR probe, .tscn assembly, refinement loop.

Generates professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings — biomarker-stratified patient cohort analyses with outcomes and evidence-based…

Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.

Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a…

Run competitive research like an intelligence agency: eight collection disciplines (OSINT to MASINT), signal-to-inference chains, and fusion. Use when one-source research isn't enough.

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.

Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or correlation-to-causation…

Validate bibliography entries against citations in all lecture files. Structural checks (missing/unused entries, malformed fields) by default; `--semantic` adds citation-drift detection, DOI…

Use when a quest needs to attach, import, reproduce, repair, verify, compare, or publish a baseline and its metrics.

Designs habituation and preferential-looking paradigms with age-appropriate timing parameters and exclusion criteria

Academic metadata search via CrossRef API. Use when: user needs DOI resolution, citation counts, journal metadata, or publisher info. NOT for: full-text access or downloading papers.

Captures human source verification for tracks, timestamps it, and updates track files. Use when sources need human review before generation.

Rewrite subsection openers so they stop reading like a generated table-of-contents: remove \"overview/narration\" stems and reduce repeated opener cadences across H3s.

Use when writing a literature review article (narrative, scoping PRISMA-ScR or systematic). Scaffolds a 7-part skeleton with a scope and non-overlap statement, summary-table stubs and…

Use when you need to understand the Academy of Management Review (AMR) developmental, multi-round review and interpret a decision letter focused on theoretical novelty and logical soundness. Explains…

Crawl one public website from a supplied URL, select up to ten representative page types, score evidence-lined GEO readiness, and generate a standalone visual HTML report. Use for 网站 GEO 诊断、全站 GEO…

daily-news-digests — Build and maintain local scheduled news/research digest scripts that collect fresh items from multiple public sources and save Markdown locally.

Validate app/startup ideas with market, feasibility, commercial, and open-source competitor analysis. Use when asked to evaluate, validate, or score a product idea. Don't use for PRDs, go-to-market…

Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports…

事实核查提示语原文。用户想核实一个说法、观点、结论、数据或方案是否成立时使用。触发词包括 事实核查、帮我核查、这是真的吗、查证一下、有没有幻觉、这个数据靠谱吗、审查这个观点、fact check。需要联网核查，产出五档可信度标注和推理链漏洞。

AI热点采集工具。从Twitter/X、Product Hunt、Reddit、Hacker News、博客等采集AI相关热点内容。当用户说"开始今日选题"、"采集热点"、"看看今天有什么新闻"、"今日AI热点"时触发。聚焦领域：Vibe Coding、Claude Skill、AI知识管理、AI模型更新、AI新产品、海外热点。

Writes comprehensive clinical reports — case reports (CARE guidelines), diagnostic reports (radiology, pathology, lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP…

在商业研究或咨询项目中，快速启动公司研究、识别数据异常值确定研究方向、以及寻找行业最佳实践。适用于需要迅速了解目标公司、诊断问题根源、或快速提升组织表现的分析场景。

Calculate MFU (Machine FLOP Utilization) for operators like matmul/GEMM/FlashAttention on Ascend NPU, providing clear formulas and derivation process Use this skill when the user wants to: (1)…

Collect mobile market, review, Reddit, ad, web, and design-inspiration evidence with configured Apify Actors through the CLI. Use for budgeted research with source provenance and reproducible run…

Guide the user's first Paperclip task when its description invokes /first-task. Interpret the opening answer, clarify their goal, propose a plan or a single task, and wait for approval before hiring…

Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints. Use when generating new feature ideas, brainstorming solutions for an…

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond…

Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.

Prove that the file you are about to send, publish, or hand off IS the thing you mean — before it leaves your hands. Rebuild from source, check integrity, diff the derived artifact against its source,…

Find external documentation, web sources, or remote code with citations. Local code navigation uses the configured code tools.

Selects Theory of Mind tasks matched to target population, age, and construct with psychometric guidance

Scientific data analysis including data cleaning, exploratory data analysis (EDA), statistical testing, regression, and reporting. Uses Python with pandas, scipy, statsmodels, scikit-learn. Use when…

Verification-first methodology for the ECCC (Khmer Rouge Tribunal). Every citation is verified against eccc.gov.kh, the ECCC archive or legal-tools.org. Covers Case File numbering, the…

Merge/simplify an over-fragmented outline to hit a paper-like section budget (NO PROSE): target final ToC ~6–8 H2, fewer thicker H3.

兜底指南：当没有更具体的技能匹配时，指导如何调用摩熵医药数据 MCP 工具——业务域归位、重叠数据源选路、list→detail 组装。若已有专项技能（报告生成、专项分析等）覆盖当前任务，以那些技能为准，本指南仅作数据访问参考。工具与参数一律以运行时列表为准。

Use when running the final pre-submission preflight for an Academy of Management Review (AMR) manuscript — ScholarOne portal, AOM format and length, abstract, anonymization for review, references,…

Produce a decision-ready research-brief brief from bounded governed evidence and preserve every material source binding.

Austrian debt and insolvency law — debt management, Mahnverfahren, payment plans (Ratenzahlung), wage garnishment (Lohnpfaendung), existenzminimum, personal insolvency (Schuldenregulierungsverfahren),…

横纵分析法提示语原文。用户想深度研究一个陌生的产品、公司、人物、技术、行业或事件时使用。触发词包括 横纵分析、深度研究、帮我搞懂这家公司、研究一下这个赛道、写份研究报告、纵向历史横向对比、deep research。建议搭配深度研究或联网能力跑，产出一万到三万字可追溯报告。

Agents should invoke this skill for academic or technical papers, arXiv/PubMed/IEEE/ACM links, PDFs, methodology review, limitations, practical implications, or extracting findings for engineering…

Prepares ISO 13485 certification documentation for medical device Quality Management Systems (QMS) — gap analysis of existing documentation, Quality Manuals, required procedures and work instructions,…

LLM brand manipulation — build a consensus web so ChatGPT, Claude, Perplexity, and Google AI Overviews mention your brand when people ask about your category. Uses surround sound methodology, entity…

Use when gathering requirements, creating use cases, writing user stories, defining acceptance criteria, and conducting requirements analysis. Includes requirements elicitation techniques,…

Always-on Reddit/X community research — fetch professional experience/insights/experimental results, split signal vs claim, multi-dimensionally verify claims. Signals feed writer/PAA/real-language;…

Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives. Use when starting product discovery for a new product, exploring features for a startup…

Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC…

Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and…

Comprehensive citation management for academic research. Resolve bibliographic identifiers, extract accurate metadata, validate citations, deduplicate references, and generate properly formatted…