Automate LimeSurvey operations via RemoteControl 2 API. Use when: (1) managing surveys, questions, groups, or participants, (2) exporting responses or statistics, (3) sending…
Analyze Linear A inscriptions computationally via Gordon's Semitic hypothesis — sign frequency, co-occurrence stats, consonantal skeleton extraction, Proto-Semitic root…
Automate Linear task processing with Discord notifications and git sync. Use when setting up a kanban-to-agent workflow where Linear tasks trigger Clawdbot actions via Discord.
Use when you have a normalized gene expression matrix (genes × samples) and an experimental design with known treatment groups or conditions, and you need to estimate the effect…
Use when your metabolomics experiment includes calibration line samples with known concentrations for spiked compounds, and you have computed batch-corrected…
Research the gear and tone behind a song or artist. Produces a SongProfile.md with sourced gear breakdown, inventory-matched Applied section, and conversational follow-up — from…
Research and explain a user-supplied product site, open-source repository, article, technical page, or paper.
Calculate linkage disequilibrium statistics (r², D'), perform LD pruning for population structure analysis, identify haplotype blocks, and visualize LD patterns using PLI — from…
Research companies, professionals, job markets, and industry content on LinkedIn through SandBase. Use when asked for LinkedIn research, company analysis, professional profiling,…
Search your LinkedIn posts/shares by topic, find connections by title or company, and get LinkedIn statistics.
基于 Google 搜索的 AI 概览（AI Overview / AI Mode）抓取，针对一个关键词返回主搜索的 AI 概览要点，适合用最新网页信息做深度调研、技术问答、长尾选品分析、海外消费者偏好分析。仅支持单轮对话，如需追问须由 agent 总结上下文后发起新请求。当用户提到 Google AI、AI Overview、AI…
使用卖家精灵数据在亚马逊上查找和分析竞品，覆盖12个站点，包含销量、BSR、定价、评分和增长趋势等商品指标。当用户提到竞品查询、竞品分析、ASIN反查、竞争商品研究、查找相似商品、市场竞品发现、商品对标、竞品销量估算、分析竞争Listing、competitor analysis, ASIN reverse lookup, competitor…
西柚找词（西柚洞察）亚马逊 ASIN 与关键词分析，经 LinkFox 网关转发西柚 OpenAPI。覆盖 ASIN 流量得分、反查关键词、词排名/流量趋势、BSR、ABA 周趋势、关键词竞争度与建议竞价等 17 个接口，支持 US/UK/DE 等 13 个站点。当用户提到西柚找词、西柚洞察、Xiyou、ASIN 反查关键词、关键词分析、ABA…
Cross-border e-commerce AI Agent with 41 specialized tools for Amazon/TikTok/eBay/Walmart product research, competitor analysis, keyword tracking, review insights, patent…
Linkwarden is an open source bookmark and web archiving platform for saving, organizing, and preserving research material.
Use when researching NZ Records of Title memorials, Building Act 2004 s73/s74 natural-hazard title entries, or LINZ/Landonline title memorial aggregate counts.
Use when you have N-methyl-derivatized unsaturated sterol lipid structures (as SMILES or molecular formula) and need to predict their MS/MS fragmentation behavior before…
Use when you have an enumerated list of lipid species (identified by class, fatty acid composition, and chain length) and need to generate theoretical precursor m/z values,…
Use when after peak picking has generated a peaklist of experimental fragment m/z values (from Q-Exactive orbitrap, Agilent/Bruker/SCIEX Q-TOF UHPLC-HRMS/MS, or direct…
Use when you have experimental peaklist data (CSV or mzML-derived tables) from UHPLC-HRMS/MS instruments (Q-Exactive, Agilent/Bruker/SCIEX Q-TOF) with fragment m/z values and want…
Use when when you have curated or synthesized a set of custom lipid species (e.g., rare or organism-specific lipids, modified lipids, or synthetic standards) and need to integrate…
Use when you have spatial metabolomics data with semicolon-delimited isomer name annotations (such as the 'all_IsomerNames' column in SpaMTP Seurat objects) and you need to reduce…
Use when when you have lipidomics quantitation data (lipid abundances across samples) that you need to load into a unified, annotated R object for analysis—either from public…
Orchestrates the cell-free DNA / liquid-biopsy pipeline from plasma sequencing to tumor monitoring, forking tumor-naive (screening) vs tumor-informed (MRD), and chaining — from…
Build comprehensive randomization lists for creative entropy. Use when you need to create or expand lists of story elements (professions, locations, objects, names, etc.) for use…
Design and diagnose list experiments (item count technique).
Build systematic literature databases for sociology research using OpenAlex API. Guides you through search, screening, snowballing, annotation, and synthesis with structu — from…
Build systematic literature databases for sociology research using OpenAlex API. Guides you through search, screening, snowballing, annotation, and synthesis with structu — from…
Sync research references from .bib files to Zotero library + Obsidian literature notes. Extract cross-cutting concept notes when enough literature accumulates.
Academic paper reading and research development system for biomedical researchers. Finds papers via Semantic Scholar, reads with structured notes, tracks discussion insights, and…
Automated Litcoiin (LITCOIN) mining on Base L2. Proof-of-comprehension and proof-of-research mining with smart model routing, circuit breaker, cost tracking, and auto-claiming.
Autonomous LITCOIN ($LITCOIN) proof-of-research mining agent. Operates without Bankr dependency using direct Base L2 wallet signing with OpenRouter LLM inference.
Expert assistant for using litdb - a literature and document database for scientific research
Fast first-pass research on a topic. Spawns 2 parallel subagents, capped depth, produces a 1000-1500 word main note in the Obsidian vault with inline citations and a References…
Analyze academic papers with an engineering focus; verify claims with evidence and propose actionable follow-ups.
Produce a structured close-reading report from a paper's full PDF-to-Markdown text (with `## Page XX` pagination and image references) when you need to systematically extract…
Use when the user wants a literature review, related-work section, or reading notes transformed from author-by-author summary into a critical academic dialogue.
Extract experimental models, experimental methods, and biomarker information from paper Markdown (typically produced by PDF-to-Markdown tools) when a user provides paper Markdown…
Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with `## Page XX` pagination and image references) and output a structured extensive-reading summary…
Identify research gaps from systematic literature reviews. Use when: (1) Completing literature reviews, (2) Justifying new studies, (3) Grant proposal development, (4)…
Search, download, convert, organize, and audit academic literature collections. Use when asked to find papers, build a literature library, add papers to references, download PDFs,…
Systematic research idea discovery through paper combination matrix. Use when finding research ideas, evaluating paper combinations, building unified theoretical frameworks, or…
文獻語料庫與文獻比較矩陣建置器。把一堆 PDF 變成有結構的文獻資料夾＋一張可比較的 Excel 矩陣：自動從 PDF 抓 DOI、查 CrossRef（免金鑰）取回書目與摘要、產生 APA7…
文献深度解读助手，像研究生导师一样交互式解读 Zotero 库中的学术论文（计算机/深度学习/自动化方向，个人向）。当用户提供文献题目、DOI、PDF 或要求解读某篇论文时触发；通过 Zotero MCP 优先获取全文，按用户意图自动选择快速筛选、导师深读或研究复盘模式。多篇论文综合、对比、找研究空白或批量规范化时改用 paper-workbench。
Create or update literature reviews/reports. Use whenever you need to research, summarize, or synthesize the literature.
Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive — from…
Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive — from…
Structured paper search and synthesis — search papers, extract key claims, build annotated bibliography, identify gaps.
Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the literature search strategy from outline.json — discover candidate papers via web search, verify them through…
Structure a literature review that argues, not lists — thematic synthesis from your sources with the debate mapped and the gap identified.
Systematic literature search, synthesis, gap identification, and narrative construction for academic research
Systematic search methodology, taxonomy construction, citation graph exploration, and related work synthesis for ML research.
Structured literature review planning with systematic methodology, source evaluation, and synthesis frameworks.
literature review structured + gap | สำหรับ นักศึกษา. Triggers when user says (Thai/EN): 'literature review', 'ทบทวนวรรณกรรม
Literature review agent - systematic evidence gathering and appraisal for drug-target-disease hypotheses, with evidence level classification
根据用户提供的论文主题，进行系统性中英文文献回顾（Literature Survey）。 采用8阶段工作流，支持CNKI、Web of Science、ScienceDirect等主流数据库， 无需API配置，通过浏览器自动化获取文献信息。 输出包含GB/T 7714-2015引文、标题、摘要的Markdown文档。 当用户提到"文献回顾 — from…
Plan and synthesize a literature review across papers and reports, organizing evidence by research question rather than by source.
Search for scientific papers, preprints, and publications on arXiv. Extract metadata, abstracts, and download full-text PDFs or HTML versions of papers.
Generate statistics for publication-year and journal distributions from local references or PDFs; use when you need standardized Year/Journal tables and a summary without any…
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…