Research AI agent skills

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

• Seven Pass Review

  by @pedrohcgs

  Mechanize Pattern 15 — the seven-pass adversarial review protocol for academic manuscripts. Spawns 7 fresh-context subagents in parallel (abstract, intro, methods, results, robustness, prose, citations), then synthesizes a…

• Respond To Referees

  by @pedrohcgs

  Generate a structured response-to-referees document from a referee report and the revised manuscript. Maps each referee comment to the specific revision, classifies coverage (addressed / partially / deferred / disagreement), and…

• Validate Bib

  by @pedrohcgs

  Validate bibliography entries against citations in all lecture files. Structural checks (missing/unused entries, malformed fields) by default; `--semantic` adds citation-drift detection, DOI verification, and style-consistency…

• Academic Humanizer

  by @AIScientists-Dev

  Improve the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions, match claims to evidence (and,…

• 建模手

  by @XiaoMaColtAI

  数学建模的题目理解、模型选择和算法设计阶段。输出题目分析报告与术语表格。

• 双引擎论文搜索

  by @XiaoMaColtAI

  使用 OpenAlex 与 AnySearch 两个真实数据源并行搜索、交叉匹配和输出可追溯论文元数据。

• Grok Build Cli

  by @Pluviobyte

  Invoke the locally installed Grok Build CLI from Codex and return Grok's response. Use whenever the user asks Codex to call, consult, run, or delegate a prompt to Grok or Grok Build, including Grok web/X searches and agentic…

• Anti Reversing Techniques

  by @rmyndharis

  Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or understanding software…

• Ingest

  by @Prismer-AI

  Turn external URLs and documents into LLM-ready content — load + cache web pages (HQCC compression) and OCR PDFs/images to Markdown. Use whenever the user gives a URL, asks you to read a webpage, or attaches a PDF/scan that…

• Agentlas Packaging

  by @agentlas-ai

  Use when converting, repairing, or packaging an existing local or external agent/team into Agentlas architecture for local install, Agentlas import, Codex plugin use, Claude adapter use, or open-source release.

• Self Evolving Single Agent

  by @agentlas-ai

  Use when generating a single installable agent that should keep learning, track sources, refresh research, propose repairs, or improve itself over time without becoming a multi-agent team.

• Team Builder Packaging

  by @agentlas-ai

  Use when generating or auditing a multi-role agent team package with orchestrator, PM Soul, Memory Curator, Policy Gate, workers, eval, QA, handoffs, and runtime adapters.

• Public Plugin Packaging

  by @agentlas-ai

  Use when packaging an Agentlas agent repo for public GitHub release, Codex plugin submission, Claude adapter distribution, or one-line terminal installation.

• Clarify Question Loop

  by @agentlas-ai

  Use when a meta-agent request is too ambiguous to safely generate, package, publish, or adapt without one to five targeted questions.

• Huashu Research

  by @alchaincyf

  结构化网络调研流程，确保调研成果增量保存到文件，不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。

• Hep Build

  by @agentlas-ai

  Build, repair, or package Agentlas agents and teams with Hephaestus.

• Evidence Citations

  by @Prismer-AI

  Build source-backed research answers and documents with a task-isolated citation ledger, verified quotations, and explicit evidence gaps.

• Research Arxiv

  by @Prismer-AI

  Search arXiv papers by keyword, author, category, or ID.

• Persona Generator

  by @Prismer-AI

  Given a Council Brief, produce persona-ROLE instance definitions: real, publicly-verifiable people who occupy distinct stakeholder positions on the issue — each a persona-flavored role template (lens / voice / SOUL + the…

• Paper2code

  by @PrathamLearnsToCode

  Converts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation.…

• Ai Visibility Writing

  by @elvisun

  Audit, question, suggest, or fact-preservingly revise a press release, blog post, contributed article, or expert explainer so AI answer systems can more easily retrieve, understand, quote, and cite its useful information. Use…

• Fact Check

  by @elvisun

  Extract factual claims from PR copy, verify each claim independently, attach concrete citations, and warn when certainty is low. Runs each claim through proven newsroom verification methods (lateral reading, source-tier…

• Same Outlet Ranker

  by @elvisun

  Decide which single journalist at one publication to approach first with a pitch. Fit-checks each candidate through journalist-fit-check, then ranks the survivors on the comparative signals that separate colleagues at the same…

• Icp Evidence Analysis

  by @elvisun

  Turn a source-bound company and market dossier into testable ideal-customer-profile hypotheses, buying roles, triggers, constraints, disqualifiers, standing, counterevidence, and research gaps. Use when a URL, company…

• Journalist Fit Check

  by @elvisun

  Gate a pitch against one journalist at a time. Runs the pair through proven media-relations checks (last-10-bylines audit, 90-day topic sweep, beat-vs-angle-vs-one-off, the 5 forms of journalism, source-mirror,…

• News Search

  by @elvisun

  Search current news for a topic, company, competitor, or hook and return dated, attributed articles. Uses the newsjack CLI and Medialyst REST API when available, tries direct Medialyst MCP if the CLI is missing, and falls back…

• Ai Visibility Panel Design

  by @elvisun

  Select QA-approved canonical intent cells into a versioned AI-visibility tracking panel with partitions, variants, lanes, surfaces, locales, repetitions, separate exposure and priority weights, randomization, uncertainty,…

• Find Journalists

  by @elvisun

  Build a researched, fit-checked journalist list for a specific PR campaign. Prefer Medialyst's asynchronous media-list research workflow when available, with explicit approval before credit spend; otherwise produce a best-effort…

• Story Origin Check

  by @elvisun

  Recover the first public timestamp and canonical major coverage for a newsjacking signal, then decide whether newer coverage is the same story, a different story, or a materially new development.

• Eval Audit

  by @ai-evals-course

  Audit an LLM eval pipeline and surface problems: missing error analysis, unvalidated judges, vanity metrics, etc. Use when inheriting an eval system, when unsure whether evals are trustworthy, or as a starting point when no eval…

• Correction

  by @NxcoreAI

  Compute Room overview corrections—citation corrections as per-claim edits and general corrections as a single proposal.

• Control Browser

  by @limecloud

  Research and inspect pages through Lime's managed browser session.

• Research

  by @limecloud

  联网信息检索与趋势调研（优先产出可引用结论，而非原始片段堆砌）。

• Report Generate

  by @limecloud

  联网检索并产出结构化研究报告，强调结论、证据、风险与建议。

• Space Xhs Hotspot

  by @SpaceZephyr

  小红书热点搜集与选题判断。按关键词/赛道拉取近期高互动笔记，输出热点表格、趋势判断和可直接开写的选题建议。当用户说"小红书热点""小红书最近火什么""查一下 XX 赛道的爆款""小红书选题""找小红书素材""这个词在小红书热不热""小红书热榜/热门笔记/爆款笔记""帮我看看小红书数据"时触发。也适用于用户报出一个赛道词（如"减脂餐""通勤穿搭""AI 工具"）并问"能不能写"的场景。多数据源自动降级：红狐 API / socialdatax CLI /…

• Finetuning

  by @evo-hq

  This skill should be used when picking or diagnosing a training move (SFT, LoRA, DPO/KTO/ORPO, RFT, GRPO/PPO/RLOO, RLHF), or when the user mentions fine-tuning, post-training, training recipe, reward design, or weight updates.…

• Clawteam

  by @win4r

  Multi-agent swarm coordination via the ClawTeam CLI. Use when the user wants to create agent teams, spawn multiple agents to work in parallel, coordinate tasks with dependencies, broadcast messages between agents, monitor…

• Clawteam

  by @win4r

  Multi-agent swarm orchestration. USE THIS (not delegate_task) when the user says team/swarm/multi-agent/clawteam/parallel-agents/agent-team, or asks for multi-perspective analysis (stocks, research, code review, strategy).…

• Arkon Query

  by @nduckmink

  Answer questions using the Arkon knowledge base. Searches wiki first, drills into raw sources only when needed. Supports quick, standard, and deep modes. Triggers on: what do we know about, find in KB, look up, query:, arkon…

• Deep Research

  by @daymade

  Creates reusable, source-traced research reports and coordinates provider/mode lanes with original exports. Use for 深度研究, 调研报告, literature reviews, market or company research, and ChatGPT/Kimi/UniFuncs research routes.…

• Fact Checker

  by @daymade

  Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. Use when the user asks to fact-check, verify information, validate claims, check accuracy, or update…

• Structured Itinerary Responses

  by @inkeep

  Present time-aware itineraries with clear actions and citations

• Browserwing

  by @browserwing

  Browser automation platform with 78 built-in scripts and full CLI. Turn any website into structured data with one command. Use when the user needs to scrape websites, extract data, automate browsers, run built-in scripts (Hacker…

• Read Claude Web Conversation

  by @daymade

  Read or export the COMPLETE transcript of a Claude.ai web conversation — both private claude.ai/chat/... and public claude.ai/share/... links — by calling Claude.ai's internal API from inside the user's logged-in Chrome, and…

• Generate World

  by @AgibotTech

  Drive `geniesim_world` to produce a photorealistic, explorable 3D world from a single equirectangular panorama — uses the `geniesim_world create` CLI (Click subcommand), pairs SHARP + DA360 to fuse panorama RGB with metric…

• Challenge Submit Job

  by @AgibotTech

  Use when the contestant wants to submit a model evaluation job to the Simulation Challenge — POST /api/challenge/job. This is a quota-consuming, side-effecting action; always confirm with the user first. Captures JOB_UUID,…

• Challenge Ranking

  by @AgibotTech

  Use to fetch the contestant's best score and the per-board leaderboard for the Simulation Challenge. Read-only; safe to run without confirmation.

• Alfworld Location Navigator

  by @zjunlp

  Moves the agent to a specified receptacle or object location within the Alfworld environment. Use this skill when the agent needs to physically approach a target to inspect or interact with it, such as when checking an object's…

• Alfworld Object Picker

  by @zjunlp

  Picks up a specified object from a given receptacle. Use this skill when the agent has located a required object and needs to acquire it for later use, such as taking an item from a surface or container. The skill requires the…

• Alfworld Object State Inspector

  by @zjunlp

  Inspects a receptacle's contents by navigating to it and reading the observation. Use when you need to check what is on or inside a receptacle (e.g., "what's on the shelf", "is the holder empty", "check the table for items").…

• Brainstorming Research Ideas

  by @OpenRaiser

  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.

• Nanoresearch Experiment

  by @OpenRaiser

  Generate a Python code skeleton from an experiment blueprint

• Nanoresearch Writing

  by @OpenRaiser

  Draft a LaTeX research paper from all previous stage outputs

• Nanoresearch Ideation

  by @OpenRaiser

  Search academic literature and generate research hypotheses

• Nanoresearch Planning

  by @OpenRaiser

  Produce an experiment blueprint from a research hypothesis

• Ai Output Verifier

  by @mohitagw15856

  Check AI output before you trust or use it — where it's likely wrong, what to verify, and how to catch confident-sounding errors. Use when asked can I trust this AI answer, how do I verify what AI told me, fact-check this AI…

• Ai Tool Picker

  by @mohitagw15856

  Figure out which AI tool actually fits the task in front of you — chatbot, coding assistant, image model, agent, or none — instead of forcing one tool onto everything. Use when asked which AI tool should I use for, what's the…

• Agent Readiness Audit

  by @mohitagw15856

  Audit whether AI agents can actually use your product — docs, APIs, onboarding, errors, and discoverability, evaluated from a non-human user's perspective. Use when asked if a product is agent-ready, to audit a site or API for…

• Officecli Word Form

  by @Team-Commonly

  Use this skill to create fillable Word forms (.docx) with real Content Controls (SDT) + legacy FormField checkboxes + MERGEFIELD mail-merge placeholders + document protection. Trigger on: 'fillable form', 'form fields', 'content…

• Officecli Academic Paper

  by @Team-Commonly

  Use this skill to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure & table cross-references, footnotes/endnotes,…

• Seo Strategy

  by @RefoundAI

  Help users design and execute a modern SEO strategy that balances technical site health with programmatic content scaling and AI-driven discovery.

• Kling

  by @Anil-matcha

  Kling AI video generation with client-side JWT auth: text-to-video, image-to-video, status polling, clip extend, lip-sync. Trigger phrases: kling, kling video, klingai, kling text to video.

• Mastodon

  by @Anil-matcha

  Read and write Mastodon: verify the account, list own posts and followers, publish toots with native scheduling, upload media. Trigger phrases: mastodon, toot, post to mastodon, fediverse.

• Perplexity

  by @Anil-matcha

  Read and write Perplexity: ask AI questions with web search and citations, list models, run raw searches. Trigger phrases: perplexity, sonar, ai search.

• Brave Search

  by @Anil-matcha

  Independent web search from Brave's own index. Trigger phrases: brave, brave search, web search.

• Officecli Commonly Templates

  by @Team-Commonly

  Use this skill when producing a polished, Commonly-branded deliverable (.docx brief / memo, .xlsx data matrix, .pptx deck) and you do not have specific brand guidance from the user. Trigger on: 'write me a brief', 'one-pager',…

• Defining Icp

  by @RefoundAI

  Help users identify their most high-value customers by defining a hyper-specific ICP that maximizes product-market fit and acquisition efficiency.

• Leading Org Change

  by @RefoundAI

  Help users navigate complex transitions, from scaling new business units to managing crises and driving AI adoption across large organizations.

• Local Web Search

  by @uluckyXH

  Use when the user asks for web search that should run via the local-160 Responses API with web_search tool (base URL like https://proxy.example.com, model gpt-5.2-codex(xhigh)). Includes script to query the local endpoint and…

• Yao Tutorial Skill

  by @yaojingang

  Create standalone beginner tutorial packages from a topic or supplied references, with adaptive research, course-style outline design, chapter visuals, and Markdown/DOCX/PDF/HTML exports. Use for textbook-like tutorials, course…

• Yao Demand Skill

  by @yaojingang

  Evaluate product demand from product links, product descriptions, PRDs, websites, app-store pages, white papers, sales decks, screenshots, or funding materials using the demand triangle model: lack, target object, and consumer…

• Yao Expert Skill

  by @yaojingang

  Create expert-level learning reports and tutorials from any domain, industry, technology, role, market, product idea, or vague field question. Use when the user wants to quickly build domain expertise, understand an industry,…

• Oma Market

  by @first-fluke

  Research customer pain points, trends, and competitors through the OMA market engine. Use for market discovery or voice-of-customer analysis.

• Oma Scholar

  by @first-fluke

  Search academic literature and generate, validate, or compare Knows paper sidecars. Use for claim/evidence analysis and literature synthesis.

• Oma Search

  by @first-fluke

  Find external documentation, web sources, or remote code with citations. Local code navigation uses the configured code tools.

• Oma Academic Writing

  by @first-fluke

  Draft and revise academic prose against a rubric, evidence, and citation requirements. Use for essays, reports, literature reviews, or academic style audits.

• Research Keywords

  by @onvoyage-ai

  Finds high-value SEO and GEO keywords using web search, AI analysis, and optionally paid tools like Ahrefs or Semrush. Produces a validated keywords.csv file with a fixed schema for downstream pipeline consumption.

• Audit Website Aeo

  by @onvoyage-ai

  Audits a live website for AI-engine discoverability (AEO/GEO). Crawls the site, runs 16 deterministic checks plus a 6-dimension content evaluation, and produces a scored report (A-F) with prioritized fixes. Use to get a baseline…

• Geo Content Research

  by @onvoyage-ai

  Researches what prompts people ask AI engines (ChatGPT, Gemini, Perplexity, Claude) about a product category and produces a prompts.csv artifact — a prioritized, strictly-schema'd list of the queries where the brand should be…

• Build Backlinks

  by @onvoyage-ai

  Finds free backlink and brand mention opportunities across Hacker News, Quora, GitHub, directories, and niche communities. Outputs a prioritized action plan with draft responses ready to post. Use after brand research and…

• Write Seo Geo Content

  by @onvoyage-ai

  Writes product-led content pages optimized for both search engines and AI engine citations. Produces markdown files with frontmatter, following page-type frameworks (comparison, guide, use case, learn, trust) with verified…

• Audit Content

  by @onvoyage-ai

  Verifies truthfulness, accuracy, and link integrity of content before publishing. Catches fabricated statistics, dead URLs, misattributed sources, and company claims that contradict the brand DNA.

• Hunt Api Misconfig

  by @uphiago

  Hunt API security misconfiguration — mass assignment, JWT attacks, prototype pollution, HTTP verb tampering. Mass assignment: send {is_admin:true, role:admin, verified:true} on profile/account/reset endpoints — server blindly…

• Wiki Manager

  by @nvk

  Manage LLM-compiled wikis in OpenCode: ingest/import, shape/promote Ideas, review portfolios, track inventory/datasets, archive, compile/query/lint/audit, research/plan, manage sessions, private adapters, personal specialists,…

• News Aggregator Skill

  by @cclank

  Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 44+ sources including Hacker News, Lobsters, Dev.to, GitHub, arXiv, Hugging Face Papers, AIHOT, TLDR AI, Import AI, BBC, The…

• Seo Dataforseo

  by @hashgraph-online

  Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor…

• Seo Geo

  by @hashgraph-online

  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,…

• Openkb Deck Editorial

  by @yuezhiai

  Use when the user asks the openkb chat to make a deck / slide presentation / PPT / slides / 演示稿 / 幻灯片 from their compiled KB content. Generates a polished single-file HTML deck in the Editorial Monocle visual direction (warm…

• Seo Audit

  by @hashgraph-online

  Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to 10 specialists (7 core + 3 conditional), generates health score. Use when user says audit, full SEO check,…

• Seo Content

  by @hashgraph-online

  Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit".

• Geo Writing

  by @vellum-ai

  Generates GEO/AEO-optimized articles designed to get AI engines (ChatGPT, Perplexity, Claude, Gemini) to cite your brand. Handles research, writing, and file output. Suggests listicle or head-to-head as starting formats if the…

• Web Search

  by @kellyvv

  免费联网搜索公开网页并读取网页正文, 用于获取实时信息、最新消息和网页资料。

• Docs Guard

  by @amElnagdy

  Review generated or changed documentation before it ships — READMEs, API references, docstrings, PHPDoc/JSDoc, changelogs, tutorials, and doc sites. Best used reactively after an agent writes or edits docs, after code changes…

• Landing Page Intel

  by @gooseworks-ai

  Extract competitor and customer intelligence from any company's landing page HTML. Discovers tech stack, analytics tools, ad pixels, customer logos, SEO metadata, CTAs, hidden elements, and more. No API keys required.

• Trending Ad Hook Spotter

  by @gooseworks-ai

  Monitor Twitter/X, Reddit, LinkedIn, and Hacker News for trending narratives, viral posts, and hot-button topics in your space. Maps trends to ad hook opportunities with timing urgency scores. Tells you what to run ads about…

• Anti Defensive Writing En

  by @Adkid-Zephyr

  Stops defensive writing across the entire paper lifecycle — writing, revising, cutting, and organizing experiments. Treats the paper as a press conference, not a project summary, lab log, or self-audit: identify the single most…

• Aamas Topic Selection

  by @brycewang-stanford

  Use when deciding whether a project is a strong AAMAS fit, comparing AAMAS with AAAI, IJCAI, NeurIPS, ICML, EC, and the JAAMAS journal, identifying whether the agents are truly the research object, naming the interaction…

• Acmmm Related Work

  by @brycewang-stanford

  Use when building or auditing the related-work section of an ACM MM (ACM Multimedia) paper — covering the multimedia literature spread across vision, audio/speech, language, HCI/QoE, and systems, handling arXiv-speed…

• Ccs Camera Ready

  by @brycewang-stanford

  Use when preparing an accepted ACM CCS paper for the ACM Digital Library proceedings, covering de-anonymization, the ACM sigconf final format, ACM rights and eRights forms, badge placement from artifact evaluation, incorporation…

• Acmmm Artifact Evaluation

  by @brycewang-stanford

  Use when packaging code, models, datasets, or media as ACM MM (ACM Multimedia) artifacts — building the anonymous review package versus the public release, and choosing between the Open Source Software Competition, the Dataset…