Three ranked open research programs for this repo, each with honest current-state evidence, first concrete steps, and a falsifiable milestone.
Detect AI/LLM-generated text patterns in research writing. Use when: (1) Reviewing manuscript drafts before submission, (2) Pre-commit validation of documentation, (3) Quality…
Shared collaboration protocol, modes, and prompt templates for AI collab skills. Consumed by gemini-collab, codex-collab, and ultra-verify as a shared foundation.
Surface concrete in-task-collaboration protocols when the user describes an AI workflow informally — URL-as-entity-reference, durable PR-comment threads as session memory, "fit…
当需要撰写、重构或打磨 AI conference paper 时使用；覆盖 research story、章节结构、图表实验布局、引用、case study、术语体系和可复现评测，重点把工作包装成清晰的问题、能力缺口和论证闭环。
用于英文 / SCI 路线 P0 期刊调研第一层「探索」——输入研究方向/题目/摘要，输出 5-10 个候选期刊（含 fit_score + ISSN）。Adapter 模式：生医走 JANE（v0.1 实装），化学/材料/物理走 Springer/Elsevier（TODO），工程/CS 走 IEEE PR（TODO），商科/文社科 fallback…
Навык запуска и сопровождения workflow bundle project-analyse (ADR-015) в системе AI-KOD: установка bundle из git/локального пути, запуск (project-analyse)/research-structure и…
AI-native 出版プラットフォーム (aiXiv / AiraXiv 等、AI 審査・agent 読者を持つ preprint archive) へ、deposit 済み論文を投稿するワークフロー。経路は 2 つ — (A) Web UI + browser automation (初回投稿の default。Claude…
Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.
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…
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter.
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter.
Autonomous AI agent that continuously researches, learns, and enhances skills. Self-improving system that discovers new opportunities and updates workflows.
Discover local Brave, Comet/Komet, Chrome, or Edge profiles and run ChatGPT/Gemini research or agent workflows with hidden/headless launch arguments and screenshot-backed E2E…
Cut an AI paper, model release, or announcement down to what actually changed and whether it affects you — the claim, the evidence behind it, what is genuinely new, and what to do…
Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates.
Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the…
Deep research and AI workflow orchestration patterns for Octane. Use when working on brand guide generation, market analysis, competitive analysis, content brief, or any…
Scrapes Airbnb for property listings, availability, and pricing for target destinations and date ranges via Playwright.
Use when defending the research design of an American Journal of Political Science (AJPS) manuscript — causal identification for observational work, experimental and…
Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic,…
Configure and operate helix-tui in Alpaca paper environment, including credentials/keyring setup, connectivity verification, and common troubleshooting.
Work safely in the Trading repository for Alpaca helpers, backtesting, journaling, scheduling, and related PowerShell modules.
Use when users share arxiv/alphaxiv URLs, paper IDs, or request paper summaries. Fetches structured AI-generated overviews of arxiv papers via alphaxiv.org.
Search the bioRxiv preprint server and retrieve paper metadata or download PDFs via its API. Use when finding life sciences preprints by keywords, authors, DOI, date ranges, or…
Runs automated LLM-driven hypothesis generation and testing on tabular datasets with HypoGeniC, combining literature insights with data-driven testing.
Access the NIH Metabolomics Workbench via its REST API (4,200+ studies), querying metabolites, RefMet standardized nomenclature, MS/NMR data, m/z mass searches, and study…
Mixed methods research design and integration strategies for combining qualitative and quantitative approaches.
Comprehensive qualitative research methods assistant supporting thematic analysis (Braun & Clarke), grounded theory (Strauss & Corbin; Charmaz), interpretative phenomenological…
Formats manuscripts for Turkish journals: TR Dizin submission rules (TR Dizin mandates a set abstract word limit, two referees from different institutions, Latin script for…
Searches YÖK Ulusal Tez Merkezi (tez.yok.gov.tr/UlusalTezMerkezi), Turkey's mandatory national graduate-thesis repository, for literature-review discovery and pre-proposal…
Use when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for…
AI驱动的电商评论深度分析工具，支持22维度智能标签、用户画像识别、VOC洞察和可视化看板生成。 当用户需要以下功能时触发： - 分析电商产品评论（Amazon/eBay/AliExpress等平台） - 从评论中提取用户画像、痛点和VOC（客户之声） - 生成产品洞察报告和机会点分析 - 创建专业的可视化分析看...
Investigates external context, forces the AI to search for up-to-date documentation, and saves findings to external-references to prevent context loss. — from AnaCataVC/amiga-ia
ACADEMIC PRIORITY: Activate whenever the user's query involves academic, scholarly, or research-related topics — papers, citations, scholars, institutions, venues, patents,…
使用 AMiner 开放平台 API 进行学术数据查询与分析。当用户需要查询学者信息、论文详情、机构数据、期刊内容或专利信息时使用此 skill。 触发场景：提到 AMiner、学术数据查询、查论文/学者/机构/期刊/专利、学术问答搜索、引用分析、科研机构分析、学者画像、论文引用链、期刊投稿分析等。 支持 6…
Copyedit and proofread academic manuscripts for clarity, APA 7th compliance, and production readiness
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings.
Extracts high-value insights from research documents, RCAs, design docs, and memos - filters aggressively to return only actionable information.
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings.
Academic research skill for Biblical Hebrew, Semitic linguistics, cuneiform studies, and comparative Ancient Near Eastern research.
Use anki-card-creator for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries for study-card generation.
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair.
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair.
Use when designing the study for an Accounting, Organizations and Society (AOS) manuscript — qualitative field studies (access, case logic, interviews, observation), behavioral…
Use when building the exhibits of an Accounting, Organizations and Society (AOS) manuscript — data-inventory and evidence tables for qualitative work, cell-means and process-test…
Systematic methodology for eliciting, representing, and operationalizing expert cognitive skills—pattern recognition, situation assessment, mental simulation—from practitioners…
USE FOR: Intelligence analysis methodology — structured analytic techniques (SATs), evidence reasoning, hypothesis generation, cognitive bias mitigation, competitive intelligence,…
Use when defending the research design of an American Political Science Review (APSR) manuscript — causal identification for quantitative work, case selection and process tracing…
Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing.
Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing.
Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract decisions, experiments, dead ends — from…
Use when systematically gathering, reading, and synthesizing a body of economic research for an Annual Review of Economics (ARE) review — coverage discipline and avoiding citation…
General-purpose Are.na research agent. Searches Are.na for curated collections, references, visual inspiration, and linked resources across any topic.
Argentine Supreme Court citation network analysis using JurisRank — a peer-reviewed PageRank algorithm with temporal decay for measuring jurisprudential authority.
Argue ONE FINISHED written research claim to an absent reviewer, or critically appraise ONE paper's argument, method, and validity.
Generate and rank research ideas given a broad direction. Use when user says "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research…
ARIS (Auto-claude-code-research-in-sleep) infrastructure setup and configuration. Configures MCP servers for cross-model adversarial review, installs Python tools, and validates…
Verify research idea novelty against recent literature. Use when user says "novelty check", "check novelty", "has anyone done this", or wants to verify a research idea is novel…