Research AI agent skills

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

• Gemini Infographic

  by @charlie947

  Generate a hand-drawn whiteboard infographic prompt. Takes source content (a post, newsletter, blog, research note) and returns a complete Gemini image generation prompt with a structured brief. Use this skill whenever the user…

• Personal Strategic Signal Intelligence

  by @ericosiu

  Turn an executive or operator's private reading, highlights, notes, social bookmarks, and applied work into source-grounded decision intelligence. Use when detecting attention drift, surfacing pre-decision signals, testing…

• Structured Research Workflow

  by @aiming-lab

  Use this skill when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. Apply before starting any open-ended research task.

• Uncertainty Acknowledgment

  by @aiming-lab

  Use this skill when you are not sure about a fact, have outdated knowledge, or the question is contested. Explicitly communicate the level of confidence instead of asserting uncertain things as fact.

• Source Evaluation

  by @aiming-lab

  Use this skill when presenting information from external sources, citing research, or answering factual questions. Assess source credibility and recency before relying on it.

• Redbook

  by @ZJU-REAL

  小红书内容分析：搜索笔记、拉取互动数据、分析爆款规律、创作者画像、限流检测，支持 CLI 自动化操作。 当用户说"小红书数据分析""小红书爆款分析""笔记数据""小红书限流检测""小红书创作者画像""分析小红书账号"时使用。 发布与日常互动运营请用 skill-xhs-publisher。

• Ask

  by @agenticnotetaking

  Query the bundled research knowledge graph for methodology guidance. Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS LIKE (domain examples) — plus structured reference…

• Recommend

  by @agenticnotetaking

  Get research-backed architecture advice for your knowledge system. Describe your use case, constraints, and goals — get specific recommendations grounded in TFT research with rationale for each decision. Triggers on…

• Learn

  by @agenticnotetaking

  Research a topic and grow your knowledge graph. Uses Exa deep researcher, web search, or basic search to investigate topics, files results with full provenance, and chains to processing pipeline. Triggers on "/learn", "/learn…

• Reseed

  by @agenticnotetaking

  Re-derive your knowledge system from first principles when structural drift accumulates. Analyzes dimension incoherence, vocabulary mismatch, boundary dissolution, and template divergence. Preserves all content while…

• Tutorial

  by @agenticnotetaking

  Interactive walkthrough for new users. Learn by doing — each step creates real content in your vault. Three tracks (researcher, manager, personal) with a universal learning arc. Triggers on "/tutorial", "walk me through", "how…

• Seed

  by @agenticnotetaking

  Add a source file to the processing queue. Checks for duplicates, creates archive folder, moves source from inbox, creates extract task, and updates queue. Triggers on "/seed", "/seed [file]", "queue this for processing".

• Remember

  by @agenticnotetaking

  Capture friction as methodology notes. Three modes — explicit description, contextual (review recent corrections), session mining (scan transcripts for patterns). Triggers on "/remember", "/remember [description]".

• Ai Search Visibility Audit

  by @davepoon

  Audit whether a website can be found, crawled, and cited by AI answer engines such as ChatGPT Search, Perplexity, Google AI Overviews, and Microsoft Copilot. Use when someone asks why their brand is missing from AI answers,…

• Content Research Writer

  by @davepoon

  Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to…

• Browser Use

  by @letta-ai

  Control a real browser to navigate pages, click, type, fill forms, inspect rendered UI, take screenshots, or record video. Load only when the user asks to open or automate a browser, interact with or test rendered page UI,…

• Citation Management

  by @foryourhealth111-pixel

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

• Startup Analysis

  by @himself65

  Analyze a startup from three perspectives: VC investor, job applicant, and CEO/founder. Use this skill whenever the user wants to evaluate a startup, assess whether to invest in or join a startup, do due diligence, evaluate a…

• Opencli Reader

  by @himself65

  Generic read-only fallback for any source opencli covers but this repo has no dedicated reader for — Yahoo Finance, Bloomberg, Reuters, Barchart, Eastmoney, Xueqiu, Sinafinance, Reddit, HackerNews, Substack, Medium, Weibo,…

• Saas Valuation Compression

  by @himself65

  Analyze SaaS company valuation compression between funding rounds. Use this skill whenever the user asks about: how much a SaaS company's valuation multiple changed between rounds, why the ARR multiple compressed or expanded,…

• Aiq Research

  by @NVIDIA

  Use when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.

• Ctf Osint

  by @ljagiello

  Provides open source intelligence techniques for CTF challenges. Use when gathering information from public sources, social media, geolocation, DNS records, username enumeration, reverse image search, Google dorking, Wayback…

• Yichen Chatgpt Web Research

  by @mcncarl

  Use the user's already signed-in official ChatGPT website account, especially GPT-5.5 Pro / ChatGPT Pro, to perform product research, market research, competitor research, second-opinion analysis, or any request that says…

• Deep Research

  by @nexu-io

  深度调研方法论（8步法）：将模糊主题转化为高质量调研报告。 触发词：/deep-research、深度调研、帮我调研、调研一下、对比分析 注意：如果用户需要的是可视化图谱而非报告，请使用 research-to-diagram skill。

• Fact Checking

  by @bradygaster

  Review and validate claims using counter-hypothesis testing. Use when verifying technical content, checking references, validating API endpoints, or performing quality assurance on deliverables.

• Research Writing Assistant

  by @Norman-bury

  Use when writing academic papers, theses, or research articles - supports brainstorming, chapter writing, literature review, and LaTeX output

• Brainstorming Research

  by @Norman-bury

  Use before writing any paper - clarifies paper type, discipline, topic, methodology, and chapter structure through natural dialogue

• Evidence Driven Writing

  by @Norman-bury

  Use when writing or revising Introduction, Related Work, background, literature synthesis, or any section where references must drive claims

• Verification

  by @Norman-bury

  Use when about to claim work is complete, a chapter is finished, or references are verified - requires running verification commands and confirming output before making any success claims

• Writing Core

  by @Norman-bury

  Use when writing or revising academic papers, especially Chinese journal manuscripts, that need natural prose, de-AI-ification, Markdown formatting, or quality checks

• Paper Orchestration

  by @Norman-bury

  Use when a research-writing task spans multiple sections, medium-sized revisions, full-paper drafting, or repeated quality failures

• Peer Review

  by @Norman-bury

  Use before submission or when reviewing papers - provides evaluation checklists, bias detection, and self-review templates

• Writing Chapters

  by @Norman-bury

  Use when writing paper chapters - requires completed brainstorming, writes one chapter at a time with user confirmation

• Figures Python

  by @Norman-bury

  Use when creating data visualizations for papers - generates publication-quality plots with top-journal color schemes

• Writing Medical

  by @Norman-bury

  Use when writing medical, biological, or clinical research papers - provides IMRaD structure and reporting guidelines

• Writing Law

  by @Norman-bury

  Use when writing law papers - provides legal writing conventions, citation formats, and argumentation guidance

• Literature Review

  by @Norman-bury

  Use when writing literature review sections - guides searching, organizing, and synthesizing academic sources

• Using Research Writing

  by @Norman-bury

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

• Arxiv Mcp Server

  by @blazickjp

  Use when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or literature reviews.

• Native Web Search

  by @mitsuhiko

  Trigger native web search. Use when you need quick internet research with concise summaries and full source URLs.

• Deep Research

  by @MaxMiksa

  Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, verified claims, or comparison of approaches. Triggers include…

• Deep Reading Analyst

  by @MaxMiksa

  Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use…

• Competitive Intelligence Analyst

  by @MaxMiksa

  Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market…

• Github Explorer

  by @MaxMiksa

  Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "help me look at this project", "learn about XXX", "what is this project like",…

• Literature Search Openalex

  by @google-deepmind

  Query the OpenAlex scholarly database for research papers, authors, institutions, topics, sources, publishers, funders, geo-locations, and keywords. Use when searching academic papers, resolving DOIs, downloading open-access…

• Pubmed Database

  by @google-deepmind

  Search PubMed for scientific literature, including published clinical trials. Fetch abstracts and full text. Link published research to biological databases (gene, protein, nucleotide, PubChem) to discover associations between…

• Predictingthepast

  by @google-deepmind

  Ancient text restoration, attribution, dating, contextualization, and embedding via Aeneas (Latin) / Ithaca (Ancient Greek). Use when asked to "restore", "attribute", "date", "contextualize", "find parallels", "where was it…

• Pdb Database

  by @google-deepmind

  Use when you want to search for or download experimentally-determined 3D structures for biomolecules (proteins, nucleic acids, bound ligands). Supports searching by sequence similarity, structure similarity, chemical and other…

• Literature Search Arxiv

  by @google-deepmind

  Search for scientific papers, preprints, and publications on arXiv. Extract metadata, abstracts, and download full-text PDFs or HTML versions of papers. Use when the user asks to find research papers, literature, or specific…

• Openfda Database

  by @google-deepmind

  Query, search, and download data from the openFDA API for drugs, devices, foods, tobacco, cosmetics, animal and veterinary products, substances, and transparency data. Use for FDA adverse events, recalls, labeling, approvals,…

• Literature Search Biorxiv

  by @google-deepmind

  Browse, filter, and download life sciences, biology, and medical preprints from bioRxiv and medRxiv. Supports fetching paper metadata by DOI, and browsing by date range with category and keyword filters. Keyword filtering is…

• Alphagenome Variant Impact Score

  by @google-deepmind

  Score, annotate, and analyze the functional impact of genetic variants using AlphaGenome Variant Impact (AVI) scores. Query variants in chr:pos:ref>alt format, annotate VCF/tabular callsets, perform saturation mutagenesis window…

• Literature Search Europepmc

  by @google-deepmind

  Search Europe PMC for scientific literature and download open-access full texts and PDFs. Retrieve full-text XML/plain text by PMCID, get citation lists and bibliography.

• HomeSafe Bench

  by @SharpAI

  VLM indoor safety hazard detection benchmark inspired by HomeSafeBench (arXiv 2509.23690)

• Bgpt Paper Search

  by @FreedomIntelligence

  Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions.…

• Arxiv Search

  by @FreedomIntelligence

  Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.

• Research

  by @alsk1992

  Research prediction markets - base rates, resolution rules, historical data

• Search Discovery

  by @anthropics

  Turning a described need (several constraints, a gift, a choice between candidates already in view, a search that came back empty or sold out) into a shortlist and a pick. Not needed when one search for the thing the customer…

• Regulatory Analysis

  by @open-gitagent

  Analyzes documents and processes against FINRA, SEC, Federal Reserve, and CFPB regulatory frameworks. Identifies compliance gaps, classifies findings by severity, and recommends remediation. Use when performing compliance…

• Wiki Ingest

  by @open-gitagent

  Ingest a raw source document into the wiki. Reads the source, extracts key information, creates or updates wiki pages, maintains cross-references, and logs the operation. Use when the user adds a new source or says 'ingest this'.

• Knowledge Retrieval

  by @open-gitagent

  Semantic search over ingested documents using RAG (LlamaIndex/ChromaDB or Foundational RAG)

• Web Search

  by @open-gitagent

  Advanced web search using Tavily API for current information retrieval

• Paper Search

  by @open-gitagent

  Academic paper search via Google Scholar using Serper API

• Technical Seo Checker

  by @aaron-he-zhu

  Use when the user asks to "check technical SEO"; audits crawlability, indexing, Core Web Vitals, robots.txt, sitemaps, canonicals, redirects, and migrations. Not for on-page tags or content — use on-page-seo-checker. 技术SEO/网站速度

• Page Play Builder

  by @aaron-he-zhu

  Use when the user asks to "build programmatic SEO pages", "generate pages at scale", "rank on a high-authority third-party site", "borrow domain authority", "build a vs / alternative page", "do local SEO", "optimize a Google…

• On Page Seo Checker

  by @aaron-he-zhu

  Use when the user asks to "audit on-page SEO" or "diagnose why a single page dropped"; scores titles, meta, header structure, keyword placement, links, and images with prioritized fixes. Not for E-E-A-T / publish-readiness…

• Competitor Analysis

  by @aaron-he-zhu

  Use when the user asks to "analyze competitors" or "竞品分析"; benchmarks competitor keywords, content, backlinks, AI citations, and traffic share into strengths, weaknesses, and an action plan. Not for a pairwise topic-coverage gap…

• Content Gap Analysis

  by @aaron-he-zhu

  Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use…

• Serp Analysis

  by @aaron-he-zhu

  Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research.…

• Wiki Builder

  by @rohitg00

  Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base. Each wiki is a folder of markdown pages with provenance, plus a shadow FTS5 index so any session can recall it. Use when the…

• Wiki Research Loop

  by @rohitg00

  Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from the queue, fetches sources, drafts a wiki page, dedupes claims…

• Survey Generator

  by @rohitg00

  Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a public anchor resource, then a chosen LLM generates the survey artifact.…

• Wiki Query

  by @rohitg00

  Query pro-workflow wikis via SQLite FTS5 BM25 retrieval. Returns top-K passages with citations. Use when answering a question that any of the user's wikis already covers, when the user says "what does the wiki say about X", "ask…

• Skill Router

  by @rohitg00

  The index of every pro-workflow skill and command, grouped by job, with when to reach for each and whether it is human-run or auto-triggered. Use when you are not sure which skill fits, want the full map, or ask "what can this…

• Paper Write

  by @xstongxue

  本科与硕士学位论文全流程撰写辅助。支持大纲审核（理工科/文科）、结构仿写（通用/实验/绪论/摘要；文科含文献综述、案例分析、对策建议、文科绪论与摘要）、参考文献获取、融合、润色（含实验章节/文科章节）、缩写、扩写、防 AIGC、中英互译、结构化信息提取。当用户提到论文撰写、大纲审核、论文章节仿写、参考文献、论文润色、防 AIGC、论文翻译、文科论文、文献综述、对策建议时使用。

• Pptgen Drawio

  by @xstongxue

  根据论文或汇报内容生成多页 Draw.io 格式 PPT，支持论文答辩与通用汇报两种模式，自动导出为 .pptx。当用户提到论文答辩 PPT、答辩幻灯片、通用 PPT、汇报 PPT、根据模板生成 PPT、drawio2pptx 时使用。

• Autoresearch

  by @Yeachan-Heo

  Goal-directed research missions that interleave web research with data experimentation and end on a structured best-effort verdict

• Keep Churn

  by @jeremylongshore

  Churn risk identification and intervention — scans health signals for at-risk accounts, classifies risk level (CRITICAL/HIGH/MEDIUM), and produces an intervention sequence per risk type. Use when asked to "find at-risk…

• Alphagbm Company Profile

  by @AlphaGBM

  Build and maintain company research profiles on AlphaGBM — auto-generated from fundamentals, PE/PB Band history, financial red flags, and event radar. Each profile is one user+ticker record that the system refreshes on schedule.…

• Alphagbm Health Check

  by @AlphaGBM

  Weekly diagnostic report on a user's research knowledge base — flags stale profiles (not updated in weeks), thesis drift (AI detects original premise no longer holds), and orphan pages (profiles with no thesis, themes with…

• Alphagbm Alert

  by @AlphaGBM

  Set price, IV, or activity-based alerts with contextual notifications. Alert types include IV rank threshold crossing, price support/resistance breaks, unusual activity detection, earnings approaching, and VRP signal changes.…

• Alphagbm Unusual Activity

  by @AlphaGBM

  Detects unusual options activity and smart money signals. Monitors volume/OI ratio spikes, large block trades, unusual strike/expiry combinations, and net premium flow. Triggers: "unusual options activity", "smart money AAPL",…

• User Persona

  by @Owl-Listener

  Build research-grounded personas with goals, frustrations, and behavioural patterns. Use when decisions need a consistent user reference. For one session's emotional snapshot use `empathy-map`; for motivation framing use…

• Millers Law

  by @Owl-Listener

  Apply Miller's Law — chunk information into groups of about four to fit working memory. Use when grouping fields, menu items, or steps. For reducing the number of choices offered, use `hicks-law`.

• Omh Content Operator

  by @rlaope

  [omh] Hermes content operator workflow: scope publish-ready writing, rewriting, summarization, translation, release-note, newsletter, customer-copy, social-copy, README-copy, and email-draft work with audience, tone, style,…

• Omh Jit Learn

  by @rlaope

  [omh] Just-in-time learning workflow: select and confirm an immediate learning target, research credible sources, and prepare an application-first brief without popularity ranking. Use when the user says: jit-learn, learn next,…

• Omh Live Info

  by @rlaope

  [omh] Policy overlay for live lookups - add provider, freshness, units, and source-quality gates after preferring native live-data tools for ordinary weather, finance, sports, maps, and time-zone requests. Use when the user…

• Omh Best Practice Research

  by @rlaope

  [omh] Hermes adaptation for bounded official/upstream best-practice research. Use when the user says: best-practice-research, best practice, official docs, upstream guidance, what do the docs say, check the docs.

• Paper Search

  by @openags

  Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc). Use when the user asks to find papers, search for research, look up academic literature, download a paper PDF, or…

• Deep Dive

  by @rohitg00

  Claude-native deep research using DAG-based query planning, parallel subagent execution, and gap-driven iteration. No external API needed.

• Ccf Paper Reviewer

  by @mikubaka88

  Review manuscript claims, evidence, and writing without rewriting. Use for 文章审核, 审稿, 稿件有什么硬伤, 结论站得住吗, 投稿成熟度, writing review, and version comparison. Return a structured scientific or writing review; scores need not be explicitly…

• Ccf Common

  by @mikubaka88

  Required shared preflight for every CCFA skill after ccf-humanization: apply routing, scope, prerequisites, evidence rules, handoffs, and artifact contracts. Also maintain and audit these shared rules. Research deliverables…

• Ccf Idea Optimizer

  by @mikubaka88

  Develop and optimize rough CCF research ideas into problems, insights, mechanisms, and evidence plans. Use for 优化idea, 具象化idea, 找方向, 方向探索, and rescue routes when development is the requested deliverable. Judging whether an idea…

• Ccf Idea Reviewer

  by @mikubaka88

  Assess research ideas for value, novelty, insight, and mechanism. Use for 思路审核, 靠谱吗, 值得做吗, 创新够不够, idea review, scoring, and ranking; no numeric-score request is needed. Default to concept-only review without experiment…

• Ccf Humanization

  by @mikubaka88

  Required first preflight before every CCFA skill, including research, review, retrieval, experiments, visuals, and maintenance. Keep reasoning and communication direct, remove empty defensive framing, and preserve evidence and…

• Ccf Literature Searcher

  by @mikubaka88

  Find and verify external literature, prior art, datasets, benchmarks, and citation candidates. Use for 文献检索, 相关工作, benchmark搜索, and research opportunity maps. Recurring recent-paper watch belongs to ccf-literature-monitor;…

• Ccf Literature Monitor

  by @mikubaka88

  Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap. Use for 竞品监控, 新论文追踪, 论文跟踪, and recurring novelty watch. Give dated evidence and changes since the prior scan. Broad related-work retrieval…

• Ccf Project Scaffolder

  by @mikubaka88

  Initialize CCF project folders, LaTeX templates, artifact directories, and ccfa.yaml. Use for 项目初始化, 目录搭建, template setup, and reproducible workspace scaffolding. Preserve existing files. Workflow planning belongs to…

• Ccf Paper To Exemplar

  by @mikubaka88

  Distill supplied paper PDFs into writing exemplar cards and register a requested personal library. Use for PDF to writing exemplar, 写作范例, and reusable paper-writing patterns. Preserve source attribution and transfer writing…

• Ccf Integrity Auditor

  by @mikubaka88

  Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Use for 引用核验, claim审计, 数字一致性, and BibTeX/context checks. Full scientific review belongs to ccf-paper-reviewer; new literature…