Research AI agent skills

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

• Seo Geo

  by @AgriciDaniel

  Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility,…

• Seo Content

  by @AgriciDaniel

  Content quality and E-E-A-T analysis with AI citation readiness assessment, plus last-mile draft cleanup (AI-typical phrasing and invisible Unicode watermark characters). Use when user says "content quality", "E-E-A-T", "content…

• Seo Audit

  by @AgriciDaniel

  Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to up to 15 specialists (8 always + 7 conditional), generates health score. Use when user says audit, full SEO…

• Seo Bing

  by @AgriciDaniel

  Bing Webmaster Tools + IndexNow extension. Microsoft Copilot citations are fed by the Bing index; this skill makes Bing visibility, link data, and IndexNow URL submission first-class.

• Income Investment

  by @xbtlin

  AI Berkshire skill: Income Investment: Durable and Opportunistic Distribution Analysis. Source: skills/income-investment.md.

• Investment Research

  by @xbtlin

  AI Berkshire skill: 投资研究：巴菲特-芒格-段永平-李录 四大师综合分析框架. Source: skills/investment-research.md.

• Deep Company Series

  by @xbtlin

  AI Berkshire skill: 看懂XX公司（深度公司系列）：3-8 篇长文拆一家公司. Source: skills/deep-company-series.md.

• Private Company Research

  by @xbtlin

  AI Berkshire skill: 未上市公司研究：多Agent并行深度研究框架. Source: skills/private-company-research.md.

• Industry Research

  by @xbtlin

  AI Berkshire skill: 行业投资研究：产业链全景扫描 + 四大师个股分析框架. Source: skills/industry-research.md.

• News Pulse

  by @xbtlin

  公司新闻脉搏：股价异动时快速归因。用 4 个并行 Agent 侦察公司事件/监管政策/行业对手/市场情绪，产出"事件时间线 + 异动主因判断 + 是否触发论文重审"。

• Industry Funnel

  by @xbtlin

  AI Berkshire skill: 行业漏斗筛选：从全市场到 3 家的价值投资精选流程. Source: skills/industry-funnel.md.

• Investment Checklist

  by @xbtlin

  AI Berkshire skill: 巴菲特价值投资买入前 Checklist. Source: skills/investment-checklist.md.

• Bottleneck Hunter

  by @xbtlin

  AI Berkshire skill: 供应链瓶颈猎手：AI驱动的全球产业链瓶颈套利. Source: skills/bottleneck-hunter.md.

• Wechat Article

  by @xbtlin

  AI Berkshire skill: 微信公众号文章：作者-编辑-读者三Agent协作. Source: skills/wechat-article.md.

• Earnings Team

  by @xbtlin

  AI Berkshire skill: 财报精读团队：四大师并行解读 + 公众号发布. Source: skills/earnings-team.md.

• Management Deep Dive

  by @xbtlin

  AI Berkshire skill: 管理层纵深研究：买股票就是买人. Source: skills/management-deep-dive.md.

• Portfolio Review

  by @xbtlin

  AI Berkshire skill: 组合管理：从"研究公司"到"管理组合". Source: skills/portfolio-review.md.

• Era Alpha

  by @xbtlin

  AI Berkshire skill: 时代α捕手：高增长核心资产的识别-验证-持有框架. Source: skills/era-alpha.md.

• Quality Screen

  by @xbtlin

  AI Berkshire skill: 去劣筛选：7条指标快速排除非一流公司. Source: skills/quality-screen.md.

• Thesis Drift

  by @xbtlin

  AI Berkshire skill: 投资论文漂移检测：分清事实变化与措辞变化. Source: skills/thesis-drift.md.

• Investment Team

  by @xbtlin

  AI Berkshire skill: 投研团队：四角色并行分析框架. Source: skills/investment-team.md.

• Thesis Tracker

  by @xbtlin

  AI Berkshire skill: 投资论文追踪：买入后的纪律系统. Source: skills/thesis-tracker.md.

• Earnings Review

  by @xbtlin

  AI Berkshire skill: 财报精读：一手资料深度解读. Source: skills/earnings-review.md.

• Financial Data

  by @xbtlin

  AI Berkshire skill: 财务数据获取与交叉验证规范. Source: skills/financial-data.md.

• Dyp Ask

  by @xbtlin

  AI Berkshire skill: 段永平问答：以他的方式思考. Source: skills/dyp-ask.md.

• Paper Poster Html

  by @wanshuiyin

  DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a two-hue design-token system, and print-ready PDF via…

• Paper Write

  by @wanshuiyin

  Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

• Paper Illustration Image2

  by @wanshuiyin

  Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation. This is a separate experimental alternative to `paper-illustration`, intended for Claude Code…

• Integrity Forensics

  by @wanshuiyin

  Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about it) against a paper via a…

• Paper Talk

  by @wanshuiyin

  End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report. Default-good for academic conference talks (NeurIPS / ICML…

• Idea Discovery Robot

  by @wanshuiyin

  Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first…

• Grant Proposal

  by @wanshuiyin

  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 (Australia), NWO…

• Citation Audit

  by @wanshuiyin

  Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues,…

• Comm Lit Review

  by @wanshuiyin

  Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control,…

• Kill Argument

  by @wanshuiyin

  Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical issues. Use when user says…

• Formula Derivation

  by @wanshuiyin

  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 paper-ready formula document.…

• Experiment Plan

  by @wanshuiyin

  Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run…

• Overleaf Sync

  by @wanshuiyin

  Two-way sync between a local paper directory and an Overleaf project, so ARIS audit/edit workflows stay on the local copy while collaborators edit in the Overleaf web UI. Use when user says "同步 overleaf", "overleaf sync", "推送到…

• Auto Review Loop

  by @wanshuiyin

  Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain…

• Paper Claim Audit

  by @wanshuiyin

  Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when user says "审查论文数据",…

• Paper Illustration

  by @wanshuiyin

  Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says "生成图表",…

• Patent Pipeline

  by @wanshuiyin

  Full patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utility models. Use when user says "写专利", "patent…

• Paper Slides

  by @wanshuiyin

  Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "make slides", "conference talk", "presentation…

• Alphaxiv

  by @wanshuiyin

  Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv URL, or provides a bare arXiv ID for quick…

• Openalex

  by @wanshuiyin

  Search academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information. Use when user says "openalex search", "search openalex", "open citation graph", or wants comprehensive academic…

• Paper Writing

  by @wanshuiyin

  Workflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "paper writing", or wants the complete paper…

• Arxiv

  by @wanshuiyin

  Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from arXiv to the local paper…

• Auto Paper Improvement Loop

  by @wanshuiyin

  Autonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated…

• Idea Discovery

  by @wanshuiyin

  Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.

• Gemini Search

  by @wanshuiyin

  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 arXiv/Semantic Scholar indexes.

• Idea Creator

  by @wanshuiyin

  Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.

• Exa Search

  by @wanshuiyin

  AI-powered web search via Exa with content extraction. Use when user says "exa search", "web search with content", "find similar pages", or needs broad web results beyond academic databases (arXiv, Semantic Scholar).

• Deepxiv

  by @wanshuiyin

  Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.

• Paper Plan

  by @wanshuiyin

  Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.

• Prior Art Search

  by @wanshuiyin

  Search patent databases and academic literature for prior art relevant to an invention. Use when user says "现有技术检索", "prior art search", "专利检索", "check patents", or wants to find relevant prior art.

• Patent Review

  by @wanshuiyin

  Get an external patent examiner review of a patent application. Use when user says "专利审查", "patent review", "审查意见", "examiner review", or wants critical feedback on patent claims and specification.

• Novelty Check

  by @wanshuiyin

  Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

• Paper Compile

  by @wanshuiyin

  Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.

• Ablation Planner

  by @wanshuiyin

  Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.

• Wiki Ingest

  by @AgriciDaniel

  Ingest supplied source material into an Obsidian vault with provenance and claim tracking: pasted text, files staged in the selected vault's inbox or .raw archive, or explicitly approved URLs. Use for a single source or bounded…

• Researchclaw

  by @aiming-lab

  Run the ResearchClaw autonomous research pipeline from a topic, config, and output directory.

• Stat Result Validator

  by @aiming-lab

  Validate statistical research outputs for formulation quality, method-to- problem alignment, theory presence, experimental evidence, fair comparison, artifact completeness, and final-claim consistency.

• Statistical Theory Analysis

  by @aiming-lab

  Analyze theoretical properties of statistical methods under the formal formulation: identifiability, bias, variance, consistency, asymptotics, coverage, error bounds, robustness, and limitations.

• Stat Research Orchestrator

  by @aiming-lab

  Orchestrate a statistical research pipeline centered on formal problem formulation, method proposal, theoretical analysis, experimental evaluation, comparison, and final result synthesis.

• Literature Search

  by @aiming-lab

  Systematic literature review methodology including search strategy, screening, and synthesis. Use when conducting literature reviews or writing background sections.

• Scientific Writing

  by @aiming-lab

  Academic manuscript writing with IMRAD structure, citation formatting, and reporting guidelines. Use when drafting or revising research papers.

• Systematic Review

  by @aiming-lab

  Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.

• Tavily Best Practices

  by @andrewyng

  Build production-ready Tavily integrations with best practices for web search, content extraction, crawling, and research in agentic workflows, RAG systems, and autonomous agents

• Awesome Web Security

  by @qazbnm456

  Looks up curated web security learning resources (XSS, SQLi, CSRF, SSRF, OAuth/JWT, deserialization, SAML, recon, evasion, defensive tooling, CTF). Filters by topic, difficulty, language, and resource type. Returns top…

• Minimax Pdf

  by @MiniMax-AI

  Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a proposal", "create a resume", "beautiful PDF", "professional document", "cover…

• Ml Paper Writing

  by @Orchestra-Research

  Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. For systems venues…

• Systems Paper Writing

  by @Orchestra-Research

  Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific checklists, reviewer guidelines, LaTeX templates,…

• Ara Compiler

  by @Orchestra-Research

  Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research Artifact (ARA) with cognitive layer (claims, concepts, heuristics), physical…

• Ara Research Manager

  by @Orchestra-Research

  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, claims, heuristics, and pivots, and writing them into…

• Academic Plotting

  by @Orchestra-Research

  Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results…

• Ara Rigor Reviewer

  by @Orchestra-Research

  Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument coherence, exploration integrity, methodological…

• Presenting Conference Talks

  by @Orchestra-Research

  Generates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script. Use when preparing oral talks, spotlight presentations, or invited talks for ML and systems…

• Brainstorming Research Ideas

  by @Orchestra-Research

  Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.

• Autoresearch

  by @Orchestra-Research

  Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and…

• Crewai Multi Agent

  by @Orchestra-Research

  Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production…

• Nnsight Remote Interpretability

  by @Orchestra-Research

  Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run interpretability experiments on massive models (70B+) without local GPU…

• Write

  by @reactjs

  Use when creating new React documentation pages or updating existing ones. Accepts instructions like "add optimisticKey reference docs", "update ViewTransition with Activity", or "transition learn docs".

• Anysearch

  by @jxxghp

  Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.

• Huggingface Tool Builder

  by @huggingface

  Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful when chaining or combining API calls or the task will be…

• Huggingface Paper Publisher

  by @huggingface

  Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

• Huggingface Papers

  by @huggingface

  Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face paper…

• Geo

  by @zubair-trabzada

  GEO-first SEO analysis tool. Optimizes websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. Performs full GEO audits, citability…

• Geo Compare

  by @zubair-trabzada

  Monthly delta tracking and progress reporting for GEO clients. Compares two GEO audits (baseline vs. current), calculates score improvements across all categories, tracks action item completion, and generates a "here's your…

• Geo Audit

  by @zubair-trabzada

  Full website GEO+SEO audit with parallel subagent delegation. Orchestrates a comprehensive Generative Engine Optimization audit across AI citability, platform analysis, technical infrastructure, content quality, and schema…

• Geo Brand Mentions

  by @zubair-trabzada

  Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with…

• Geo Crawlers

  by @zubair-trabzada

  AI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining…

• Geo Llmstxt

  by @zubair-trabzada

  Analyzes and generates llms.txt files -- the emerging standard for helping AI systems understand website structure and content. Can validate existing llms.txt files or generate new ones from scratch by crawling the site.

• Geo Content

  by @zubair-trabzada

  Content quality and E-E-A-T assessment for AI citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure

• Geo Platform Optimizer

  by @zubair-trabzada

  Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually

• Geo Technical

  by @zubair-trabzada

  Technical SEO audit with GEO-specific checks — crawlability, indexability, security, performance, SSR, and AI crawler access

• Dbs Spread

  by @dontbesilent2025

  解释一段已有内容为什么引发共鸣、情绪或分享，识别传播机制、有效立场和受众动机，并提炼讨论方向。适用于传播机制解读；不负责整篇逐句改稿或整体流量和商业价值评估。

• Fto Triage

  by @anthropics

  Freedom-to-operate triage — a structured first look at potentially blocking patents, not an FTO opinion. Use when a product, process, or feature is being evaluated for blocking patents, when asked whether anything stops a…

• Legal Writing

  by @anthropics

  Structural feedback on a legal writing draft (memo, brief, paper, exam essay) — organization, analysis depth, clarity, citation form. NEVER rewrites the draft. Use when the user says "feedback on my memo", "read my draft", or…

• Worker Classification

  by @anthropics

  Classify a proposed worker engagement — employee, IC, temp, or vendor — by running the applicable jurisdiction tests and flagging misclassification gaps between the intended arrangement and what the facts actually support.…

• Reg Gap Analysis

  by @anthropics

  Diff a new AI regulation or guidance against your current governance posture — surfaces gaps, priorities, and a remediation plan with owners and deadlines. Use when an AI regulation moves (or you learn about one you missed), or…