Research AI agent skills

1,871 skills in the archive. Read a skill’s instructions or open its original repository.

• Aim And Hypothesis Designer

  by @aipoch

  Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loose study idea into a tighter protocol-framing structure with clear aim…

• Result Reliability Checker

  by @aipoch

  Assesses whether study results are trustworthy by auditing design integrity, sample structure, statistical handling, bias control, validation chain, and claim discipline. It identifies where results are robust, fragile, overfit,…

• High Value Paper Screener

  by @aipoch

  Quickly judges whether a biomedical paper is worth deep reading by screening for question fit, design quality, sample adequacy, methodological novelty, and reproducibility value.

• Medical Research Literature Reader Pro

  by @aipoch

  A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a…

• Study Design Identifier

  by @aipoch

  Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondary design components when papers are hybrid, and converts the paper into an evidence-aware design label suitable…

• Preprint Surveillance Finder

  by @aipoch

  Tracks the latest preprints and emerging research topics related to your topic across bioRxiv, medRxiv, and arXiv. Use when a user wants to discover what is being published right now before it reaches journals, monitor…

• Medical Research Gap Finder

  by @aipoch

  Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current evidence landscape, rejecting pseudo-gaps, and…

• Biomedical Search Strategy Builder

  by @aipoch

  Builds professional search strategies for PubMed, Embase, Web of Science, and similar databases. Use when a user needs to construct a MeSH-based Boolean query, design a systematic review search, expand a concept with synonyms,…

• Replica Entrepreneur

  by @Jakeschincariol

  Researches the app being cloned and reads what its real users say in public reviews (App Store, Google Play, G2, Capterra, Trustpilot, Reddit, Hacker News, its own feature-request board), then ranks what they hate, what is…

• Replica Recon

  by @Jakeschincariol

  Reverse-engineers any app into a recon map: screen inventory, user flows, component list, inferred data model and a feature matrix, from public pages, screenshots, app store listings, help docs and the user's own account. The…

• Paper Sprint Review

  by @aipoch

  Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese. Auto-detects manuscript stage, estimates sprint count, runs multi-lens review (Contribution/Rigor/Writing/Editor), generates…

• Sample Correlation Analysis

  by @aipoch

  Use when performing correlation analysis between two variables including Pearson and Spearman correlation methods. Supports command-line parameter input, automatic data format detection, parameter validation, result directory…

• Introduction Section Writer

  by @aipoch

  Writes the full Introduction section of a biomedical manuscript based on an approved or sufficiently clear study logic, while preserving evidence boundaries and introduction discipline.

• Arxiv Preflight

  by @aipoch

  Run a submission-readiness preflight on a manuscript before arXiv upload. Use when the user is preparing an arXiv submission, asks to check a paper before uploading, mentions hallucinated or fake references, leftover LLM…

• Graphical Abstract Generator

  by @aipoch

  Converts a biomedical study storyline into a graphical abstract and, when direct image capability is available, generates the graphical abstract directly; otherwise it falls back to prompts, Mermaid flowcharts, or…

• Results Section Writer

  by @aipoch

  Writes the full Results section of a biomedical manuscript from a sufficiently clear result structure, figure inventory, or analysis summary while preserving evidence boundaries and result hierarchy.

• Consistency Checker Across Manuscript

  by @aipoch

  Checks consistency across title, abstract, methods, results, figures, tables, and supplements to identify internal contradictions and version drift in biomedical manuscripts.

• Table Narrative Writer

  by @aipoch

  Converts biomedical table content into clear manuscript or presentation narrative by prioritizing meaningful patterns, contrasts, and interpretation boundaries rather than restating every number.

• Revision Strategy Planner

  by @aipoch

  Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.

• Reporting Guideline Compliance Checker

  by @aipoch

  Checks biomedical manuscripts against reporting guidelines such as CONSORT, STROBE, PRISMA, and TRIPOD to identify missing or weak reporting elements before submission or revision.

• Latex Manuscript Format Converter

  by @aipoch

  Converts existing manuscript content into LaTeX format aligned with a target journal, conference, or template while preserving manuscript meaning and structural integrity.

• Results Section Structurer

  by @aipoch

  Organizes biomedical figures, analyses, and result blocks into a clear Results section structure with disciplined narrative ordering and evidence-aware presentation.

• Author Response Builder

  by @aipoch

  Turns reviewer comments into structured, professional point-by-point responses linked to manuscript revisions, clarifications, rebuttals, and additional analyses.

• Reference Integrity Checker

  by @aipoch

  Checks whether manuscript references are accurately matched to claims, appropriately scoped, and not overextended, misquoted, or second-hand cited.

• Slide Deck For Lab Meeting

  by @aipoch

  Structures research progress into focused and actionable slides for lab meetings or project reviews without inventing missing content.

• Medical English Precision Editor

  by @aipoch

  Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning.

• Claim Strength Calibrator

  by @aipoch

  Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation status.

• Grant Specific Aims Writer

  by @aipoch

  Writes Specific Aims pages for grant applications. Use when drafting or revising the Specific Aims page (NIH R01/R21/R03), NSF Project Summary, or equivalent for any major funding agency. Also triggers on "write my specific…

• Introduction Logic Builder

  by @aipoch

  Builds background-gap-objective logic for biomedical manuscript introductions with clear study positioning and disciplined narrative structure.

• Target Journal Matcher

  by @aipoch

  Matches your study to appropriate journals based on topic, design, and evidence strength. Use when deciding where to submit a manuscript, comparing journal options by impact factor vs scope fit vs method tolerance, or finding a…

• Title And Abstract Optimizer

  by @aipoch

  Optimizes manuscript titles and abstracts for information density, factual accuracy, and submission fit in biomedical research writing.

• Lay Summary For Cross Disciplinary Teams

  by @aipoch

  Rewrites technical research content into a structured lay summary that cross-disciplinary teams can quickly understand and act on. Use when the user wants to explain research to colleagues outside their specialty — clinicians,…

• Limitation And Risk Writer

  by @aipoch

  Acknowledges limitations in sample, design, measurement, and validation in a professional way that improves credibility without undermining the whole paper. Use when writing the limitations paragraph of a Discussion section,…

• Discussion Composer

  by @aipoch

  Composes a Discussion around key findings, mechanisms, clinical relevance, and limitations. Use when writing or improving a Discussion section for any biomedical manuscript — including interpreting results, connecting to prior…

• Poster Storyline Builder

  by @aipoch

  Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an academic conference poster. Also triggers on…

• Cover Letter Drafter

  by @aipoch

  Drafts journal-ready cover letters for manuscript submission. Use when preparing a submission package, communicating the manuscript's contributions and journal fit to editors, or tailoring the novelty framing for a specific…

• Setup

  by @nimbalyst

  Create a project wiki with a useful Home, starter pages, and a writing guide.

• Burry Asymmetric Contrarian

  by @questflowai

  Use when evaluating Michael Burry-style contrarian, asymmetric, unpopular trades: deep mispricing, short theses, complex assets, forced consensus errors, and catalyst-driven downside/upside.

• Simons Quant

  by @questflowai

  Use when evaluating Jim Simons / Renaissance-style quantitative strategies: many weak signals, statistical validation, signal decay, portfolio construction, execution cost, and model risk.

• Requirements Interview

  by @a5c-ai

  Interactive PM interview with expertise-adaptive questioning for requirements elicitation

• Task Creator

  by @benchflow-ai

  SkillsBench task authoring — walk a contributor from idea to submission-ready task following CONTRIBUTING.md and the task-implementation rubric. Use when the user wants to create a new SkillsBench task, scaffold a task from an…

• Task Review

  by @benchflow-ai

  SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric, benchmarks the task across oracle plus Claude and Codex (with and without…

• Seo Geo

  by @ReScienceLab

  SEO & GEO (Generative Engine Optimization) for websites. Analyze keywords, generate schema markup, optimize for AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude) and traditional search (Google, Bing). Use when…

• Last30days Cn

  by @Jesseovo

  Chinese-platform last-30-days research skill covering Weibo, Xiaohongshu, Bilibili, Zhihu, Douyin, WeChat, Baidu, and Toutiao. Includes Markdown, JSON, compact context, and Guizang-inspired Swiss/IKB HTML report output.

• Mhc Algorithm

  by @benchflow-ai

  Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training. Use when implementing residual connection improvements with doubly stochastic matrices via Sinkhorn-Knopp algorithm. Based on…

• Research Conventions

  by @ginlix-ai

  The evidence, judgement, intake and market-data rules every research deliverable follows. Read before the first deliverable of a research task; when a number has no source; when two sources disagree; when a figure may be stale;…

• Earnings Analysis

  by @ginlix-ai

  Post-print earnings update for a covered name: beat/miss decomposition, EPS quality, transcript debate map, estimate revisions, thesis impact. Also the call-only ask that wants the transcript Q&A and the debate map alone.…

• Dcf Model

  by @ginlix-ai

  Build a DCF valuation in Excel: FCF projections, WACC, terminal value, scenarios, sensitivity grids, reverse DCF. Triggers on build a DCF, what is it worth, intrinsic value, fair value, price target from cash flows.

• Catalyst Calendar

  by @ginlix-ai

  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 coming up, earnings…

• Market Watch

  by @ginlix-ai

  Track live prices for the tickers central to the current task. Registers symbols for an ambient real-time price feed, keeps analysis current with the newest quotes, and re-checks staleness before stating prices.

• Thought Based Reasoning

  by @NeoLabHQ

  Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting fails - provides comprehensive guide to…

• Notion Research Documentation

  by @Prat011

  Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper…

• Prompt Jailbreak

  by @wgpsec

  AI/LLM Prompt 越狱技术。当目标系统包含 AI 聊天机器人、AI Agent 或任何基于 LLM 的对话系统时使用。覆盖角色扮演、编码绕过、多语言切换、上下文窗口攻击、逻辑链递进、系统提示覆盖等越狱方法

• Radiology Writing

  by @huang-sir1

  Draft or rebuild imaging-AI / radiomics / radiogenomics manuscript sections for Radiology (RSNA), Nature-portfolio/npj, European Radiology, NEJM, Science, or Lancet-family style from author-provided results, figures, notes, or…

• Radiology Reporting

  by @huang-sir1

  Route an imaging-research manuscript or protocol to the correct reporting/quality guideline and audit it item-by-item for Radiology (RSNA) or Nature-portfolio submission. Use when the user mentions CLAIM, TRIPOD+AI, STARD,…

• Radiology Prereview

  by @huang-sir1

  Run a rigorous pre-submission mock peer review of an imaging-AI / radiomics / radiogenomics manuscript — simulate the methods, statistics, reporting-guideline, figure, citation/claim-verification, and data-sharing reviewer a top…

• Radiology Grant

  by @huang-sir1

  Reframe and polish imaging-AI / radiomics / radiogenomics research as a research grant proposal — convert paper-style "we built a model" into grant logic (clinical need → scientific question → hypothesis → specific aims/研究内容 →…

• Radiology Frontier

  by @huang-sir1

  Find publishable frontier directions and innovation points for imaging-AI / radiomics / radiogenomics research, grounded in the publication patterns of high-impact journals (Radiology, Radiology: AI, Lancet Digital Health,…

• Radiology Polishing

  by @huang-sir1

  Polish finished imaging-research prose to Radiology (RSNA), Nature-portfolio/npj, European Radiology, NEJM, Science, or Lancet-family house style: concise sentences, correct tense, precise statistical reporting, venue-specific…

• Radiology Citation

  by @huang-sir1

  Turn manuscript text, claims, figure/table statements, abstracts, slides, or novelty/comparison assertions into verified, imaging-journal-scoped citation candidates and export one reference-manager-ready file (RIS, EndNote ENW,…

• Radiology Search

  by @huang-sir1

  Multi-source literature, dataset, and local-corpus search for imaging research, with deduplication, identifier verification, reference management, and survey/RAG workflow support. Searches PubMed, arXiv, Crossref, and imaging…

• Radiology Reader

  by @huang-sir1

  Build full-paper Chinese-English side-by-side (中英对照), figure/table-aware, source-grounded Markdown readers for imaging-research papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate…

• Radiology Paper2ppt

  by @huang-sir1

  Turn an imaging-research paper, preprint, PDF, abstract, or reading notes into a concise Chinese .pptx deck for journal club / 读片会 / 组会 / paper sharing. Use when the user wants a paper PPT, journal-club slides, 读片会/文献汇报 slides,…

• Ai Radar

  by @LearnPrompt

  雷达Skill（AI Radar）——零API、零Key、零服务器的中文AI资讯查询，读 AI News Radar 公开静态 JSON 出中文简报。 触发条件：用户想知道"今天 AI 圈有什么"、"AI…

• Build Mcp

  by @NeoLabHQ

  Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether…

• Create Rule

  by @NeoLabHQ

  Use when found gap or repetative issue, that produced by you or implemenataion agent. Esentially use it each time when you say "You absolutly right, I should have done it differently." -> need create rule for this issue so it…

• Agent Evaluation

  by @NeoLabHQ

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

• Setup Arxiv Mcp

  by @NeoLabHQ

  Guide for setup arXiv paper search MCP server using Docker MCP

• Lathe Ask

  by @devenjarvis

  Answer a reader's question about a specific part of a Lathe tutorial, in session. Use when the user invokes /lathe-ask with a slug and part like "/lathe-ask digital-synth-zig part-02.md" followed by the question on the next line…

• Lathe Voice

  by @devenjarvis

  Author a custom writing voice for Lathe tutorials, in session, then persist it via the CLI. Use when the user invokes /lathe-voice (optionally with a name like "/lathe-voice terse") to craft a new tone/register preset that…

• Lathe

  by @devenjarvis

  Generate hands-on technical tutorials for any topic on demand. Use when the user invokes /lathe with a topic like "/lathe build a digital synth in Zig" or "/lathe how to build a compiler in Rust".

• Traceability Review

  by @ai4s-research

  Use when the user asks to review, verify, or audit a report, manuscript, or analysis in the workspace for traceability — resolving citations, flagging numbers with no source, and checking figures against the code that generated…

• Start My Day

  by @juliye2025

  生成每日 arXiv 与 Semantic Scholar 论文推荐并写入 Obsidian Vault。Use when the user asks to start the day, create today's paper brief, or generate recommendations for a specified date.

• Paper Analyze

  by @juliye2025

  深度分析 arXiv 论文、公开 PDF URL、本地 PDF、研究项目页、技术博客或普通网页，自动识别来源类型并生成带证据与图片的 Obsidian 笔记。Use when the user provides an arXiv ID/link、public PDF URL、company research page、blog URL、local PDF or existing note and asks for analysis, summary,…

• Conf Papers

  by @juliye2025

  通过 DBLP 与 Semantic Scholar 搜索 CVPR、ICCV、ECCV、ICLR、AAAI、NeurIPS、ICML 等顶会论文，评分后生成 Obsidian 年度推荐笔记。Use when the user asks for a conference/year paper list, top-conference recommendations, or papers filtered by venue.

• Paper Search

  by @juliye2025

  在本地 Obsidian Vault 的论文笔记中按标题、作者、关键词、标签、领域或 arXiv ID 搜索并排序结果。Use when the user asks to find, filter, or revisit papers already captured in local notes; do not use for downloading new papers.

• Extract Paper Images

  by @juliye2025

  从 arXiv ID/link、公开直接 PDF URL 或本地论文 PDF 提取架构图、方法图和实验图，保存到 Obsidian images 目录并生成索引。Use when the user asks to extract figures or another research skill needs embeddable images.

• Json Ui

  by @actionbook

  CRITICAL: Use for json-ui component rendering and development. Triggers on: json-ui, json render, component catalog, report render, HTML report, I18nString, i18n, bilingual, language switch, dual language, PaperHeader,…

• Active Research

  by @actionbook

  Deep research and analysis tool. Generates comprehensive HTML reports on any topic, domain, paper, or technology. Enhanced with advanced browser automation — SPA handling, network idle wait, batch operations, stealth browsing,…

• Deep Research

  by @actionbook

  Deep research and analysis tool. Generates comprehensive HTML reports on any topic, domain, paper, or technology. Use when user asks to research, analyze, investigate, deep-dive, or generate a report on any subject. Supports…

• Arxiv Viewer

  by @actionbook

  View, search, and download academic papers from arXiv. Supports API queries, web scraping via Actionbook, and HTML paper reading via ar5iv. Use when user asks about arxiv papers, academic papers, research papers, paper…

• Extract

  by @actionbook

  Extract structured data from websites and produce an executable Playwright script plus extracted data. Use when the user wants to scrape, extract, pull, collect, or harvest data from any website — product listings, tables,…

• Actionbook

  by @actionbook

  Activate when the user needs to interact with any website — browser automation, web scraping, screenshots, form filling, UI testing, monitoring, or building AI agents. Provides pre-verified page actions with step-by-step…

• Agent Browser

  by @actionbook

  Automates browser interactions for form filling and web page interaction. Used by the request-website command to submit website indexing requests.

• Verify Claims

  by @pedrohcgs

  Run Chain-of-Verification (CoVe) on a draft or a block of text with factual claims. Spawns the `claim-verifier` agent in a fresh context (never a conversation fork) so it never sees the draft — then reports which claims are…

• Replication Package

  by @pedrohcgs

  Assemble a submission-ready replication package to the AEA Data and Code Availability Standard (DCAS) / openICPSR / Social Science Reproduction Platform expectations — standard replication README, dataset manifest,…

• Preregister

  by @pedrohcgs

  Draft a structured preregistration document (OSF, AsPredicted, or AEA RCT Registry style) from a research spec or free-form study description. Output is a Markdown file with hypotheses, design, sampling plan, analysis plan,…

• Simulation Study

  by @pedrohcgs

  Scaffold and run a reproducible Monte Carlo simulation study in R — a declared assumption regime, a parameterized DGP, an estimator grid, a seeded replication loop, and a summary of bias, RMSE, empirical SE, coverage, size/power…

• Syllabus

  by @pedrohcgs

  Build or restructure a course syllabus from a topic list or reading list — course description + prerequisites, week-by-week schedule (topic → readings → deliverables), measurable learning objectives, an assessment scheme +…

• Humanize

  by @pedrohcgs

  Read-only audit of `.tex`, `.qmd`, or `.md` text for AI-voice tells — boilerplate transitions ("Moreover", "Furthermore", "It is important to note that"), AI-cliché lexicon ("delve", "navigate the complexities", "tapestry",…

• Data Management Plan

  by @pedrohcgs

  Draft a funder-compliant Data Management Plan (NSF DMP, NIH DMS Policy 2023, ERC, Horizon Europe) by composing the confidential-data and environment-capture primitives. Sections cover data description, formats/metadata,…

• Triage Inbox

  by @pedrohcgs

  Triage academic email and calendar (Gmail / Google Calendar via the session's MCP) into a prioritized digest plus a referee-obligations tracker — classifying referee requests, R&R and editor correspondence, co-author threads,…

• Grant Proposal

  by @pedrohcgs

  Scaffold a research grant proposal (NSF, NIH, ERC, or foundation) by composing existing primitives — pulls identification strategy from an `/interview-me` spec, delegates the data-management plan to `/data-management-plan` and…

• Verify Artifact

  by @pedrohcgs

  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, and require the recipient…

• Teach From Paper

  by @pedrohcgs

  Turn a research paper into teaching materials — a lecture outline, the 3-5 results worth presenting (with intuition), a slide skeleton ready for `/create-lecture`, discussion questions, and a problem-set brief. Reads the paper…

• Interview Me

  by @pedrohcgs

  Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification, data needs, empirical strategy). Use when user says "interview me", "help me think through this idea", "I have a…

• Research Ideation

  by @pedrohcgs

  Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description. Use when user says "give me research ideas on X", "brainstorm questions about Y",…

• Create Lecture

  by @pedrohcgs

  Create a new Beamer lecture `.tex` from source papers and materials, with notation consistency checks and the project's preamble wired in. Use when user says "create a lecture on X", "new lecture from these papers", "start a…

• Lit Review

  by @pedrohcgs

  Structured literature search + synthesis with citation extraction, thematic clustering, and gap identification. Use when user says "find papers on X", "do a lit review", "what's the literature on...", "summarize what we know…

• Credible Claims

  by @pedrohcgs

  Research-brief + claim-record discipline for delegated or AI-assisted research work. Use when starting any substantive research task or long autonomous run (write the brief first), and when reporting results that will support a…