Research AI agent skills

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

• Experiential Learning Cycle Designer

  by @GarethManning

  Structure a direct experience into a full learning cycle with concrete experience, reflection, and conceptual transfer. Use when planning field trips, simulations, or practical tasks.

• Think Aloud Script Generator

  by @GarethManning

  Script a teacher think-aloud demonstrating expert reasoning processes for a specific task. Use when modelling problem-solving, writing, reading comprehension, or analytical processes.

• Service Learning Project Designer

  by @GarethManning

  Design a service-learning project connecting genuine community need with embedded curriculum learning. Use when planning community projects, civic engagement, or social action units.

• Sheltered Instruction Lesson Modifier

  by @GarethManning

  Modify a lesson plan using SIOP sheltered instruction principles to support language learners across all four skills. Use when planning lessons for classes that include EAL students.

• Erroneous Example Designer

  by @GarethManning

  Design deliberately flawed examples that develop error-detection skills and deepen understanding. Use when students make characteristic errors and need practice spotting mistakes.

• Tapd Story Tasks

  by @TencentBlueKing

  迭代执行流水线任务生成阶段。基于 plan.md / research.md 调用 /speckit.tasks 生成全量任务， 随后调用 /speckit.analyze 验证产物合规。两段命令通过两次 subagent 隔离执行。 命令与报告模板详见 ../references/subagent-prompt-template.md §2.3 + §2.4。

• Tapd Story Plan

  by @TencentBlueKing

  迭代执行流水线开发计划阶段。基于 spec.md 调用 /speckit.plan 以测试驱动开发模式构建 开发计划、技术调研与数据模型，并在同一 subagent 内就地做文档级合规自检，产出 plan-report.md。 speckit 命令与报告模板详见 ../references/subagent-prompt-template.md §2.2。

• Slack Qa Investigate

  by @warpdotdev

  Investigate and answer repository questions in read-only mode. Use when asked for research-backed answers that require codebase and documentation investigation without making file changes.

• Paper Research

  by @stophobia

  学术论文调研技能，用于搜索、筛选和分析学术论文。支持 arXiv、Google Scholar、Semantic Scholar 等学术数据库，提供论文检索、引用分析、研究趋势追踪、文献综述生成等功能。触发条件：用户提及"论文"、"学术研究"、"文献综述"、"arXiv"、"研究趋势"、"学术搜索"等关键词。

• Multi Language

  by @stophobia

  多语言翻译技能，支持中英日德法等多种语言的互译。专注于专业术语的准确翻译，保持原文格式一致性，适用于技术文档、学术论文、商业报告等专业化内容的翻译。触发条件：用户提及"翻译"、"中英翻译"、"英文版"、"多语言"、"localization"等关键词。

• Deepxiv Cli

  by @DeepXiv

  Use the deepxiv CLI to search and read academic papers (arXiv, PMC, bioRxiv, medRxiv) section by section, get cited answers from papers or the web, and query 1stAuthor's domains with the same token — AI researchers and their…

• Literature Review

  by @junruxiong

  Writes a literature review across the User's Documents on the Question's topic, synthesised by theme rather than one Document after another, showing where the Documents agree and disagree and what they leave out, with every…

• Summarise Document

  by @junruxiong

  Writes a structured summary of one Document, or of each Document in the Question's Search scope, covering its key claims (each with a Citation), its methods or approach, its limitations and the questions it leaves open. Use when…

• Bioconductor Dose

  by @bioMate-AI

  This package implements five methods proposed by Resnik, Schlicker, Jiang, Lin and Wang respectively for measuring semantic similarities among DO terms and gene products. Enrichment analyses including hypergeometric model and…

• Bioconductor Gosemsim

  by @bioMate-AI

  The semantic comparisons of Gene Ontology (GO) annotations provide quantitative ways to compute similarities between genes and gene groups, and have became important basis for many bioinformatics analysis approaches. GOSemSim is…

• Bioconductor Keggrest

  by @bioMate-AI

  A package that provides a client interface to the Kyoto Encyclopedia of Genes and Genomes (KEGG) REST API. Only for academic use by academic users belonging to academic institutions (see <https://www.kegg.jp/kegg/rest/>). Note…

• Bioconductor Txdbmaker

  by @bioMate-AI

  A set of tools for making TxDb objects from genomic annotations from various sources (e.g. UCSC, Ensembl, and GFF files). These tools allow the user to download the genomic locations of transcripts, exons, and CDS, for a given…

• Bioconductor Complexheatmap

  by @bioMate-AI

  Complex heatmaps are efficient to visualize associations between different sources of data sets and reveal potential patterns. Here the ComplexHeatmap package provides a highly flexible way to arrange multiple heatmaps and…

• Bioconductor Multiassayexperiment

  by @bioMate-AI

  Harmonize data management of multiple experimental assays performed on an overlapping set of specimens. It provides a familiar Bioconductor user experience by extending concepts from SummarizedExperiment, supporting an…

• Deepxiv Baseline Table

  by @DeepXiv

  Build a markdown baseline table for a research topic using deepxiv search, brief, head, and experiment-section reads, extracting paper title, URL, open-source status, datasets, benchmark scores, and other comparison-ready details.

• Deepxiv Trending Digest

  by @DeepXiv

  Summarize recent hot academic papers using deepxiv trending, brief, head, and section reads, then produce a markdown digest highlighting what each paper is about and which papers deserve deeper reading.

• Bioconductor Organismdbi

  by @bioMate-AI

  The package enables a simple unified interface to several annotation packages each of which has its own schema by taking advantage of the fact that each of these packages implements a select methods.

• Bioconductor Seqlogo

  by @bioMate-AI

  seqLogo takes the position weight matrix of a DNA sequence motif and plots the corresponding sequence logo as introduced by Schneider and Stephens (1990).

• Bioconductor Treesummarizedexperiment

  by @bioMate-AI

  TreeSummarizedExperiment has extended SingleCellExperiment to include hierarchical information on the rows or columns of the rectangular data.

• Bioconductor Stringdb

  by @bioMate-AI

  tags: [bioconductor, r, proteomics, vignette-grounded]

• Journal Adapt

  by @WantongC

  Dynamic academic writing skill generator. Combines optional static writing skills with target-journal, field-top, or user-provided reference corpora, then revises a manuscript with a reviewable temporary skill. Use when the user…

• Godot Quest System

  by @thedivergentai

  Expert blueprint for quest tracking systems (objectives, progress, rewards, branching chains) using Resource-based quests, signal-driven updates, and AutoLoad managers. Use when implementing RPG quests or mission systems.…

• Scholar Stickers

  by @zjp1997720

  生成"人物贴纸"式知识介绍交互页面：适用于介绍思想家/科学家/文学家、学科原理、发展历史的课堂教学场景。当用户要"介绍几位人物""做人物贴纸页面""原理科普演示页""学科发展历史互动页"时触发。输入人物姓名、历史朝代、原理知识等，自动查资料并按固定结构生成 16:9 无滚动幻灯片页面（总览 + 每人一页，点击展开交互）。

• Glim Mcp

  by @aeonfun

  Live-data research via the glim.sh MCP - web search, full page extraction, X/Twitter, Reddit, GitHub, Amazon, and YouTube transcripts - synthesized into a cited digest. Pay-per-call from the connected account balance; OAuth…

• Reply Maker

  by @aeonfun

  Draft copy-paste-ready X replies - two options per reply-worthy tweet from tracked accounts, topics, or lists (default), or ready-to-post responses to engagement opps in recent logs (from-logs)

• Fleet Control

  by @aeonfun

  Operate managed Aeon instances from memory/instances.json - health-check, dispatch, and status snapshots (control), plus a fleet scorecard of runs, tokens, cost, and reliability (scorecard).

• Article

  by @aeonfun

  Write a publication-ready article in one of three angles - a trending long-form piece, a watched-repo thesis, or a project-through-a-lens essay. Optional Replicate hero image with --visual.

• Github Trending

  by @aeonfun

  Curated trending across GitHub repos and the Hugging Face Hub (models, datasets, spaces) - filtered, clustered, and labeled by momentum with a one-line why-notable per pick.

• Last30

  by @aeonfun

  Cross-platform social research - narrative-first intelligence on what people are saying about a topic across Reddit, X, HN, Polymarket, and the web over the last 30 days

• Action Converter

  by @aeonfun

  5 concrete real-life actions, leverage-scored against open loops with specificity and anti-fluff gates

• Create Skill

  by @aeonfun

  Generate a complete new skill from a one-line prompt and ship it as a PR

• Writer

  by @flaqai

  SEO-friendly article writing, audit, and humanization workflow for Markdown content. Use when creating, outlining, editing, auditing, rewriting, or quality-checking blog posts, tutorials, comparisons, listicles, explainers, FAQ…

• Wechat Writer

  by @flaqai

  微信公众号文章的选题、研究、写作、改稿、审稿与交付工作流。Use when creating, outlining, researching, rewriting, auditing, or packaging Chinese WeChat Official Account articles, 微信文章, 公众号推文, 公众号长文, 热点解读, 干货教程, 观点文, 故事文, 对比测评, 复盘文, 标题摘要, 配图方案, or 微信移动端排版稿.…

• Linkedin Writer

  by @flaqai

  LinkedIn-native long-form article and newsletter writing workflow for LinkedIn and Google-to-LinkedIn topic discovery, business-depth research, professional thought leadership, evidence-led drafting, final humanization,…

• Medium Writer

  by @flaqai

  Medium-native long-form research, author-assistance, writing, editing, review, topic discovery, publication matching, and packaging workflow. Use when creating, outlining, researching, revising, auditing, or packaging Medium…

• Subagent Fanout

  by @Archive228

  Parallelize independent sub-jobs across fresh-context subagents instead of one bloated context. Use when a goal branches into many independent pieces.

• Kraken Lab Experiment

  by @krakenfx

  Run the Autoresearch Lab lifecycle end-to-end: freeze a hypothesis with mechanical success criteria and a sealed session plan, drive recorded and replayed paper runs, score them honestly, and read the verdict — resumable from…

• Kraken Mcp Integration

  by @krakenfx

  Connect MCP clients to kraken-cli for native tool calling without subprocess wrappers.

• Kraken Rebalancing

  by @krakenfx

  Portfolio rebalancing to maintain target allocations across assets.

• Recipe Start Dca Bot

  by @krakenfx

  Set up and run a dollar cost averaging bot from paper test to live.

• Academic Humanizer

  by @dongshuyan

  Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence strength, logical relations,…

• Crack Plan

  by @ethanplusai

  Start a substantial build with Codex on Crack. Inspect the user's own configured models and readiness, recommend a lead/worker/tool shape with reasons, and let the user decide before work starts. Use before delegating; keep…

• Originality Check

  by @rshankras

  Guideline-4.3 anti-spam / originality gate — score whether an app (and each portfolio addition) is meaningfully distinct in function, content, and metadata before you invest or submit. Use at validation/new-app time and again…

• Paper Interpreter

  by @chujianyun

  论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。

• Second Brain Query

  by @NicholasSpisak

  Answer questions against the knowledge base wiki. Use when the user asks a question about their collected knowledge, wants to explore connections between topics, says "what do I know about X", or wants to search their wiki.

• Second Brain Lint

  by @NicholasSpisak

  Health-check the wiki for contradictions, orphan pages, stale claims, and missing cross-references. Use when the user says "audit", "health check", "lint", "find problems", or wants to improve wiki quality.

• Deck Studio

  by @staruhub

  PPT 生产 Agent：理解场景 → 推荐风格 → 先出大纲 → 定义页面 → 双通路交付（PPT 内容稿 / 逐页视觉图 / 信息图组图）。当用户要做汇报、路演、培训课件、提案、咨询报告的演示文稿，或要把大纲/文章做成 slides、deck、PPT、信息图、小红书图文、可视化传播图时使用。支持指定风格或从风格库推荐，支持 image 模型逐页出视觉稿。前身为 notion-infographic（v2）并吸收 ppt-designer…

• Deep Research

  by @staruhub

  Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that…

• Wechat Article Writer

  by @staruhub

  专业微信公众号文章助手，支持四个独立且可组合模式：article 写正文；image-prompts 从文章生成版本化、provider-neutral 的图片提示词 manifest 与稳定占位符，但不调用生图；layout 把文章和 manifest 确定性转换为微信安全的内联 HTML；full-pipeline 串联正文、提示词/占位符和排版。用户提到公众号、微信文章、推文、配图提示词、图片 manifest、公众号排版、内联 HTML…

• Product Manager

  by @staruhub

  资深产品经理助手，提供 PRD/MRD/BRD 创作与评审、产品策略、留存增长、竞品分析、功能优先级，以及 grill-me-to-doc 逐轮访谈。用户要求“逐个问我”“先把需求问清楚”“grill me”“把想法变成产品文档”时进入 grill-me-to-doc：先读仓库证据，每轮只问一个决策，给推荐答案与理由，记录决策和未决项，支持 resume，产出结构化…

• Godot 3d Lighting

  by @thedivergentai

  Expert patterns for Godot 3D lighting including DirectionalLight3D shadow cascades, OmniLight3D attenuation, SpotLight3D projectors, VoxelGI vs SDFGI, and LightmapGI baking. Use when implementing realistic 3D lighting, shadow…

• Amazon Review Analyzer

  by @nexscope-ai

  Deep Amazon review analysis for competitive intelligence and product improvement. Extract sentiment patterns, recurring complaints, feature requests, and competitive insights from customer feedback. Turn reviews into actionable…

• Amazon Competitor Analysis

  by @nexscope-ai

  Full-spectrum Amazon competitor analysis. Compare listings, pricing, reviews, advertising strategy, and market positioning against direct competitors. Identify weaknesses to exploit and strengths to counter. Use when the user…

• Tool Design Sprint Prototype Plan

  by @product-on-purpose

  Day 4 (Thursday) move of a Design Sprint that produces the planning artifact for the day. Output covers the prototype role plan (Maker, Stitcher, Writer, Asset Collector, Interviewer), prototype brief (what to build, fidelity…

• Competitor Analysis

  by @OpenClaudia

  Conduct full competitor strategy breakdowns across SEO, ads, social, email, pricing, and positioning. Use when the user asks to analyze competitors, benchmark against rivals, understand competitive landscape, find competitor…

• Publish Article

  by @OpenClaudia

  Publish an article to a site you own — with a searched-for title, a real author, a licensed cover image, linked sources, and (optionally) one planned backlink. Use when the user says "publish an article", "put this on our blog",…

• Geo Query Finder

  by @OpenClaudia

  Find which ChatGPT search queries mention a given brand. Tests long-tail queries against ChatGPT's web-search-enabled model and reports which ones surface the brand. Use when the user asks to "find queries for [brand]", "check…

• Glasser Research

  by @OpenClaudia

  Use Glasser to retrieve live marketing data through one prepaid account when a task needs SERPs, keyword metrics, ad libraries, community posts, company data, or another external API and no suitable free source or existing…

• Bluesky

  by @OpenClaudia

  Create and manage content for Bluesky social network. Use when the user says "Bluesky post", "post to Bluesky", "Bluesky content", "Bluesky strategy", "AT Protocol", or asks about creating content for or engaging on Bluesky.

• Agent Style

  by @yzhao062

  Literature-backed English technical-prose writing rules. Use when writing or editing prose in .md, .tex, .rst, or .txt files, especially research papers, proposals, documentation, and release notes.

• Aeo Optimization

  by @alinaqi

  AI Engine Optimization - semantic triples, page templates, content clusters for AI citations

• Web Content

  by @alinaqi

  SEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization

• Source Research

  by @SpecterOps

  Fast topic research with source discovery, source quality evaluation, and concise synthesis. Use when looking up recent information, comparing sources, or producing a quick/detailed summary with citations.

• Affiliate Check

  by @Affitor

  Live affiliate program data from openaffiliate.dev. Search programs, compare commissions, check cookie days, find top performers. Use when researching affiliate programs, comparing options, or checking program details.…

• Ketch

  by @1broseidon

  Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but the CLI is the primary…

• Generic Code Review

  by @modiqo

  Review code changes by collecting the review target, researching context, checking risks, and reporting findings before summary.

• Generic Research Codebase

  by @modiqo

  Read a repository, map what exists, and produce neutral architecture documentation without changing code.

• Content Research Brief

  by @Affitor

  Research trending topics, collect source articles, and generate a structured research brief for content creation. Stop writing from thin air — write from real sources. Use this skill when the user wants to research a topic…

• Seo Ops

  by @tigerless-labs

  Structural checklist and checker script for SEO foundation engineering. Use when reviewing or accepting a site/page for SEO/GEO structural compliance (robots, sitemap, canonical, 301 canonicalization, JSON-LD, OG, hreflang, CWV,…

• Review Revision

  by @M1n-n9

  Review and revise academic papers with a senior-reviewer workflow. Use when an AI research/coding agent needs to work on an existing paper draft, PDF, LaTeX project, Word document, markdown manuscript, rejected paper, or paper…

• Rebuttal Response

  by @M1n-n9

  Plan, triage, and write academic rebuttals and review responses. Use when an AI research agent needs to handle conference, journal, workshop, or grant reviews; classify reviewer concerns; decide what evidence or experiments can…

• Research Visualizer

  by @ARA-Labs

  Research Visualizer. Renders an existing Agent-Native Research Artifact (ARA) into ONE self-contained, interactive HTML file showing the AI scientist's step-by-step research process: a clickable process map of the exploration…

• Compiler

  by @ARA-Labs

  Universal ARA Compiler. Converts ANY research input — PDF papers, GitHub repositories, experiment logs, code directories, raw notes, or combinations thereof — into a complete Agent-Native Research Artifact (ARA): a structured,…

• Research Foresight

  by @ARA-Labs

  ARA World Model — read-only reasoning engine over ONE Agent-Native Research Artifact (ARA), run LOCALLY with the coding agent itself as the LLM (no SDK, no API key). Given an ARA directory and a free-text query, it answers any…

• Research Fuzzer

  by @ARA-Labs

  Treat an open-ended investigation the way a fuzzer treats a program. After every action, reflect on two things a fuzzer always knows and an agent never does: did anything NEW happen, and where have I NOT been yet. Keeps an…

• Submit Ara

  by @ARA-Labs

  ARA Submitter. Takes a research directory, makes sure it is a valid Agent-Native Research Artifact (ARA) — compiling it with the `compiler` skill when it is not — guarantees it carries an interactive visualization…

• Rigor Reviewer

  by @ARA-Labs

  ARA Seal Level 2: Semantic Epistemic Review. Acts as an objective research reviewer for Agent-Native Research Artifacts. Assumes Level 1 structural validation has already passed. Evaluates six dimensions of epistemic quality…

• Stopovers

  by @borski

  Per-program stopover rules for award redemptions. Which programs allow free stopovers, how many, how long, and which don't. Covers Icelandair, Aeroplan, Alaska, Flying Blue, Singapore, Cathay, JAL, and the negative space (BA,…

• Fallback And Resilience

  by @borski

  What to do when a tool fails, an API hits a rate limit, or a site blocks scraping. Maps every primary tool to its best fallback so a single failure doesn't block the search.

• Rapidapi

  by @borski

  Google Flights Live and Booking.com Live search via RapidAPI. Secondary source for cash flight prices and hotel availability when SerpAPI needs a second opinion.

• Linkedin Post

  by @langchain-ai

  Write a LinkedIn post based on research findings or a given topic. Use this skill when asked to create LinkedIn content, professional posts, or thought leadership pieces.

• Literature Review Agent

  by @Ar9av

  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 Semantic Scholar (Levenshtein > 70 fuzzy title…

• Content Refinement Agent

  by @Ar9av

  Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). Iteratively refine drafts/paper.tex by simulating peer review and applying targeted revisions, with strict accept/revert halt rules, deterministic 0-100 decision bands…

• Paper Orchestra

  by @Ar9av

  Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines, optional figures) into a…

• Plotting Agent

  by @Ar9av

  Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the visualization plan from outline.json — render plots and conceptual diagrams from experimental_log.md and idea.md, optionally refine via VLM critique loop, and…

• Section Writing Agent

  by @Ar9av

  Step 4 of the PaperOrchestra pipeline (arXiv:2604.05018). ONE single multimodal LLM call that drafts the remaining paper sections (Abstract, Methodology, Experiments, Conclusion), extracts numeric values from experimental_log.md…

• Agent Research Aggregator

  by @Ar9av

  Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric results, and formats them as…

• Outline Agent

  by @Ar9av

  Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). Convert (idea.md, experimental_log.md, template.tex, conference_guidelines.md) into a strict JSON outline containing a plotting plan, literature search plan (Intro +…

• Paper Autoraters

  by @Ar9av

  Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis 0-100 with anti-inflation rules), SxS Overall Paper…

• Paper Writing Bench

  by @Ar9av

  Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating paper-writing pipelines. Replicates the PaperWritingBench dataset…

• Build Signal Engine

  by @coleam00

  Build a personal signal engine from scratch - a system that reads every source someone cares about each day (changelogs and release notes, communities, feeds, videos, papers), makes a quick decision on every item, lets an LLM…

• Company Radar

  by @Varnan-Tech

  Competitive intelligence orchestrator tracking companies across 8+ platforms (GitHub, Twitter, Reddit, HN, PH, YC Jobs) with heat scores and AI briefings.

• Cook The Blog

  by @Varnan-Tech

  Generate high-converting, deep-dive growth case studies in MDX format. Use this skill when asked to write a case study or blog post about a company's growth, tech stack, or product-led strategy. It handles the full pipeline…

• Academic Search

  by @ustc-ai4science

  Use when the user asks to search or review academic papers, retrieve scholarly metadata or citation counts, validate or deduplicate scholarly records, find an author's publications, export BibTeX, or discover and download…

• Pptx

  by @AgentTeam-TaichuAI

  Use this skill any time a .pptx file is involved — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading or extracting text from .pptx files; editing or updating existing…