Research & Search

openclaw Skill

Use when analyzing how Plugin Inspector rule, warning, deprecation, or compatibility changes affect the ClawHub plugin corpus. Guides agents to export plugins from ClawHub, run `plugin-inspector batch`, and summarize affected plugins and finding frequency.

sherrywong0512 Bundle

Research market feasibility and downstream sales opportunities for ingredients and raw materials used in consumer products. Use when an ingredient sales team needs to identify promising consumer-product applications, investigate comparable market prices, validate formulation and process feasibility with papers or patents, assess demand, competition, regulation, consumer awareness and market-education burden, find and prioritize potential B2B customers, or prepare optional interview guides, key-account plans, and presentation outlines. Supports professionally edited Chinese, English, and bilingual deliverables.

sou350121 Bundle

Adversarial research analysis framework that uses structured Bull/Bear/Arbiter debates to help users make better research judgments. Maintains a belief graph as backend engine, applies statistical calibration discipline, tracks phase transitions, and detects biases. MANDATORY TRIGGERS: Use this skill whenever the user asks to analyze a research paper, evaluate a research direction, make a strategic research decision, assess technology trends, review academic papers, or asks "what should I work on / invest in / bet on" in a research context. Also trigger when the user mentions "paper review", "research direction", "trend analysis", "technology forecast", "belief update", or wants structured pro/con analysis of any technical topic. Even casual requests like "what do you think about this paper" or "is X going to be important" should trigger this skill.

tommy-ca Bundle

Automate NotebookLM notebook creation from YouTube videos. Given a YouTube video URL, extract information about people featured in the video, research them online, create a new NotebookLM notebook with the video and research as sources, and generate an audio overview.

volcengine Bundle

Generates AI-authored code reading guides from a project or module. Invoke when user asks to read code, summarize architecture, and write a guide document.

tenfoldmarc Bundle

Generate 10 viral video ideas backed by your real voice, opinions, and experience. Research-driven but opinion-first — every idea sounds like something you'd actually say.

zihaovistonwang Bundle

Run, configure, reset, or reconfigure Stata through the native Stata AI Skill background service at http://127.0.0.1:19522. Use when the user asks to run Stata commands, regressions, summarize data, t tests, hypothesis tests, do-files, .do scripts, .dta datasets, econometrics workflows, switch the configured Stata installation, redo Skill setup, clear Stata AI Skill configuration, or search Stata articles and cookbook-style resources with lianxh. No VS Code, Node.js, or Python runtime is required on the user side.

pedro-b-siqueira Skill

Generates a structured, copy-paste-ready summary of the current session whenever the user types "/snapshot". Trigger immediately on "/snapshot" in any message. Also trigger for variations like "/recap", "/summary", "/handoff", "/context" or requests like "summarize the session", "what have we done", "export context", "catch me up", or "prepare context for a new chat".

junwoojeong100 Bundle

최신 정보·기초자료·공식 근거가 필요한 질문을 검색하고 canonical 원문으로 검증해 결론부터 요약합니다. 단순 사실은 바로 답하고, 복합 조사는 Research Brief와 Fact Ledger로 구조화합니다. 공개 검색 결과 페이지를 scraping하지 않습니다. WHEN: 최신 정보 검색, 실시간 검색, Google 검색, web search, 기초자료 조사, 자료 검색/수집, 고객/기업 조사, 시장 규모, 산업 리서치, 최신 뉴스, 릴리스 노트, changelog, 최신 버전, 현재 가격, 현재 상태, 공식 발표, 최신 문서, 규제·컴플라이언스 조사. NOT WHEN: 사용자가 제공한 정적 문서만 요약하거나 최신성·외부 근거가 필요 없는 창작·코딩 작업.

ttttonyhe Bundle

Engage in 24x7 auto-work mode. Continuously grind through improvements, fixes, tests, and polish without stopping until you say so. For long-running sessions across code, ML/data, research, design, or writing. Not for single bounded tasks. Trigger phrases: /autogrind, /自己动, 'autogrind this', 'grind on this', 'keep working don't stop', 'work until I say stop', 'keep improving', 'keep going'.

upstash Skill

Execute the daily virtual trading process. Research markets, make trades, save snapshot, write diary and memory.

uinaf Bundle

Save, capture, or intake a useful public article, video, tweet, podcast, paper, or research source into the shared uinaf/intake library. Use for explicit $uinaf-intake requests and natural requests such as "save this", "capture this source", or "intake this" when the target is public research material. Do not use for private documents, attachments, accounting intake, internal notes, or source material that cannot be retrieved well enough to summarize faithfully.

muthuishere-agent-skills Bundle

Runs a repo-aware expert huddle for engineering decisions, planning, research, verification, and spec capture. Trigger this skill when the user says anything like: "start a huddle", "open a huddle", "huddle up", "create a huddle", "call a team meeting", "assemble the team", "get the experts in", "let's have a huddle", "what does the team think", "I need multiple perspectives", "huddle up", "start a huddle", "open a huddle", "war room", "let's discuss this as a team", "bring in the team", "team sync", "daily standup", "what should we do about X", "help me think through this", "I'm stuck on X let's discuss", "resume the huddle", "continue our discussion", "what did we decide", "get me a spec", "summarise the huddle", "what are the action items". Also trigger when the user seems blocked, frustrated, or facing a decision with multiple tradeoffs — even if they don't explicitly ask for a huddle.

ultimatile Bundle

Survey citing or referenced papers for a given seed paper using OpenAlex API. Use when the user asks to find follow-up papers, citing papers, references, or related literature for a specific paper identified by DOI or arXiv ID. Also use when asked to check prior work, search for related publications, or build a literature survey around a specific paper.

mvanhorn Bundle

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.

mvanhorn Bundle

Polymarket prediction markets at your fingertips - check odds, track portfolios, research markets with AI-powered analysis, compare markets, and trade. Covers all 4 Polymarket APIs: Gamma, CLOB, Data API, RTDS WebSocket, and Bridge. Read-only works instantly (no setup). The most comprehensive prediction markets skill on ClawHub.

upstash Skill

Research one news topic and save a one-sentence summary each day

valyuai Bundle

Complete Valyu API toolkit with Search, Answer, Contents extraction, and DeepResearch. Use for web/academic/financial search, AI-powered answers, content extraction from URLs, and async deep research reports. Supports syntax like "Valyu(command, args)" for search, answer, contents, and deepresearch operations.

thibautbaissac Skill

Answer a question from the KB with citations, optionally filing the answer as a new page. Use when the user asks a physics question, wants to query the knowledge base, or asks about topics covered in the KB (theories, concepts, people, experiments, open questions). WHEN NOT: Ingesting new sources (use kb:ingest), fetching articles (use kb:fetch), or health-checking the KB (use kb:lint).

thisisrick25 Bundle

Read technical and academic papers efficiently and critically. Use when reading, studying, reviewing, or taking notes on a research paper, conference paper, journal article, or preprint; when learning a new research area; when deciding which papers to read; or when trying to understand a paper deeply enough to critique, extend, or build on it. Triggers - "read this paper", "how do I read papers", "help me understand this paper", "take notes on a paper", "review a paper", "study this research", "which papers should I read".

verycooltimo Bundle

Use when the user shares one or more YouTube links to save/summarize, or asks about previously saved YouTube videos (what was in video X, which video covered Y, find the one about Z). Covers ingesting links into the knowledge base and answering questions from the saved cards.

tomatikii Bundle

Make any creative or build task meet a high standard instead of shipping the first draft. The "passion engine" — engineer what a worker who cares actually does. Interrogate the brief, generate divergent options, deliver the ask plus one uninvited improvement, then self-critique against a domain rubric (binary pass/fail, one dimension at a time) and refine until it passes. Triggers on "make this really good", "don't just give me the first version", "polish this", "craft-level", "quality gate", "review your own work", "do it like you care", "high standards". Pair with any rubric in references/, or write a new one. Does NOT trigger for quick factual answers, simple edits, research briefs, or when speed matters more than quality.

tonbistudio Bundle

Use when a user presents a vague project or business idea and wants to research, challenge, refine, validate, or turn it into a documented handoff.

treylom Bundle

Use when a research question needs sourced, cross-checked findings — fact-checks, market/company/tech/policy research, comparisons, or open exploration. Routes the question to a research type, spawns per-frame investigators, grades sources, and re-investigates the weakest axis until a deadline or round cap. Replaces /deep-research.

tttpob Bundle

Use this skill whenever the user wants to execute code on a Jupyter server, manage Jupyter sessions or kernels, inspect or run notebook cells, or interact with Jupyter Lab from the command line. Triggers include mentions of Jupyter, notebooks, kernels, ipynb files, or requests to run Python/R code on a remote server. Also use when the user wants to check Jupyter server health, create/list/kill sessions, interrupt/restart kernels, summarize or show notebook source without execution, write execution outputs back to notebooks, inspect kernel variables, search notebook content with ripgrep, or edit a notebook by editing its py:percent pair.

ttttonyhe Bundle

Loops Reviewer 2 — the strict-but-fair senior peer reviewer — into the research-writing process from the first outline to camera-ready. Helps researchers across any field draft, critique, revise, and rebut top-tier papers, grants, and theses. Use whenever the user is writing or revising a research paper, abstract, introduction, methods, results, related work, rebuttal, or response to reviewers; whenever they ask for adversarial review of their own writing; or whenever they mention a target venue (NeurIPS, CVPR, ACL, S&P, CHI, Nature, JAMA, NSF, etc.). Composable: agents load only the kernel plus the active packs (field, venue, paper-type, stage, lens, profile), not the whole skill.

tanweai Bundle

安全研究元思考方法论 - 从先知社区5600+篇安全文档中提炼的漏洞挖掘方法论框架。 Use this skill when: - 进行漏洞挖掘和安全研究时，需要系统化的思考框架 - 分析特定类型漏洞（Web注入、反序列化、二进制、域渗透等）的攻击路径 - 需要了解绕过防护措施（WAF、EDR、沙箱）的思维模式 - 进行代码审计需要Source-Sink分析方法论 - 红队攻防需要完整攻击链规划 - CTF竞赛需要快速解题思路 - 逆向分析恶意软件需要方法论指导 Triggers: 漏洞挖掘、安全研究、渗透测试、代码审计、红队攻防、CTF、逆向分析、 WAF绕过、免杀、提权、横向移动、域渗透、反序列化、二进制安全、Fuzzing

tatianahub Skill

Builds a digest of new posts from open Telegram channels and publishes it as an artifact — no API key, bot, or account login required. Must be run inside a Claude Project (or another location with persistent storage) so it can remember where it left off. On first run it checks for that, asks which channels to track and which language to use, then remembers everything for next time. Use for requests like 'make a digest', 'set up a Telegram channel digest', 'what's new in the channels', 'summarize Telegram channels'.

visualdust Skill

Operate Outline knowledge base - manage documents, collections, search, users, groups, comments, attachments, shares, stars, revisions, events, views, and file operations.

voyvodka Bundle

Drives a project from a rough idea to shipped code through six approval-gated phases — detect where the folder stands, interrogate the idea with a bounded checklist, research market and stack via subagents, lock decisions into docs/, scaffold AI tooling, then implement in increments. Use when the user runs /project, or asks to start, scope, plan, or resume a project in a folder.

w-y-p Bundle

Use when analyzing stocks through @aleabitoreddit/Serenity-style supply-chain chokepoint thinking: AI/semi photonics, scarce physical bottlenecks, small-cap monopoly or duopoly nodes, catalyst timing, valuation mismatch, and risk controls. This skill supports investment research and stock analysis; it does not provide personalized financial advice.

wangnov Bundle

Drive the grok build CLI (run `grok`) for search, research, and media creation. Use for Grok/X web search with citations; large-scale parallel research via grok headless + subagents; generating images (image_gen) and videos (image_to_video) through the logged-in grok session at zero API cost; and ffmpeg post-processing like green-screen / chroma-key removal, concatenation, and watermarking. Cross-platform (macOS/Linux/Windows). Optional xAI search/media API as a paid fallback. Triggers include grok, grok build, 生图, 生成图片, 生成视频, 绿幕抠像, 批量调研, xAI search.

hanzoskill Bundle

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

hanzoskill Bundle

Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.

tomevault-io Bundle

Runs a six-phase research workflow that turns unfamiliar domains, source bundles, or collected material into publish-ready output. Use when users ask in any language to research, study, deep-dive, compile sources, synthesize unfamiliar material, or turn a source bundle into a coherent reference. Not for quick lookups or single-file reads.

tomevault-io Bundle

Deep research on technical topics, libraries, APIs, or concepts. Use when asked to research, investigate, explore deeply, or gather comprehensive information on a topic. Saves learnings to .agents/research/. Use when this capability is needed.