Use AutoResearchClaw when an agent should turn a raw research topic into literature review, experiment planning, draft writing, and verification artifacts instead of improvising…
학습 질문을 받으면 공식 문서(context7)와 웹검색을 동시에 병렬로 조사해, 출처가 검증된 최신 학습 근거를 종합해 드립니다. 개인 튜터가 자료를 미리 조사해 오는 역할입니다.
General-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert opinions.
Generates complete two-sample Mendelian randomization (MR) research designs from a user-provided research direction.
学术文献检索。用户要"搜索/检索/查找/综述文献""找某主题的论文""查某篇论文的元数据""检索某数据库(PubMed/arXiv/Scopus/Web of Science/Springer/Crossref/Semantic Scholar)"时触发。提供聚合搜索、13 个单平台检索、按 DOI 查元数据、渠道状态查询。
Professional document preparation with LaTeX for academic papers, resumes, books, presentations, and formal documents
Write and create Typst documents (.typ files). Use when the user asks to create, write, edit, or convert documents to Typst format, write Typst markup, create academic papers,…
Three-mode lab report workflow for Indonesian academic reports in Typst. Mode SCAFFOLD: generate template only. Mode PUZZLE: guiding questions + references for self-writing.
Polishes UI primitives one at a time using 2026 research-backed patterns — adds loading/icon states to buttons, replaces inline skeletons with primitives, adds secondary actions…
Research-first UI/UX design workflow. Use BEFORE any frontend visual work to research modern patterns, gather inspiration from real products, and avoid generic AI-generated looks.
Elite multi-agent research orchestration utilizing ref MCP, exa MCP, brave-search MCP, and context7 with parallel execution of deep-research-agent, search-specialist,…
Maximum-saturation research skill. Spawns massive parallel explore+librarian subagents to exhaust every source: codebase grep/LSP/ast-grep, websearch with advanced operators,…
[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes.
[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes.
Research tools via uni CLI. Use when user wants to search the web, find academic papers, browse Reddit, read Hacker News, or look up Wikipedia.
複数のリサーチAPI（Tavily/SerpAPI/Brave/NewsAPI/Perplexity）を統合した情報収集。 Use when: (1) user says「リサーチして」「調べて」「情報を集めて」「深掘りして」, (2) user wants multi-source research, (3) user…
Launch all available agents in parallel waves for open-ended hypothesis generation on problems where the correct domain is unknown.
Verification-first methodology for the UNMIK Regulation 64 Panels of the Kosovo district courts (2000–2008).
Systematic debugging with mandatory hypothesis preflight — no random code changes
Anna Meller's "#Upcycle Your Job: The Smart Way to Balance Family Life and Career" — a research-backed 6-step PROPEL model for working mothers to upcycle the...
Find, download, read, and summarize research papers related to the work in the current directory. Searches arXiv, OpenAlex, Semantic Scholar, and Google Scholar, with a…
Format scientific manuscripts for Revista Tecnocientífica URU (Universidad Rafael Urdaneta) — cover page fields, Times New Roman 12pt/16pt typography rules, IMRyD-derived…
Cadre d''usage de l''IA générative pour les agents publics de l''État (DINUM/DITP/DGAFP). 5 principes : responsabilité, choix de l''outil selon les données, transparence,…
Use and troubleshoot Nous Research services with Hermes Agent, including Nous Portal inference, Tool Gateway backends, Nous Chat, subscription proxy, and Hermes Cloud hosted…
Plan, conduct, synthesize, or audit generative and qualitative user research, including interviews, contextual inquiry, observation, diary studies, concept evaluation, and…
Plan and execute user research — interviews, surveys, usability tests. Use when you need primary evidence to inform a product decision.
Complete user research intelligence — research planning, interview mastery, usability testing, survey design, Jobs-to-be-Done framework, synthesis, and turning user insights into…
Plan user research studies. TRIGGERS - Use when user needs help with user-research-plan related tasks.
Plan user research studies - method selection, participant recruitment, study design, and research questions for generative and evaluative research.
Specialized skill for synthesizing qualitative user research into actionable insights. Analyzes interview transcripts, extracts patterns and themes, identifies pain points,…
Perplexity Sonar API development with search-augmented generation, real-time web search, citations, and OpenAI-compatible Chat Completions.
12 pre-dev workflow skills + 2 standalone discovery skills + 1 standalone dashboard skill + 4 research agents organized into Small Track (5 gates, <2 days) and Large Track (10…
Use when starting any research conversation — establishes how to find and use research skills. Requires Skill tool invocation before ANY response, including clarifying questions.
Install and configure all ux-collab dependencies. Use when: setting up ux-collab for the first time, something isn't working, check.sh reports failures, agent-browser is missing,…
Plan, conduct, and analyze UX research using proven methodologies. Use when planning user research, writing interview scripts, creating test plans, recruiting participants,…
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test util — from…
Create a structured UX research plan for any product question or feature. Use when asked to write a research plan, design a user study, create a discussion guide, write screener…
Expert in understanding user behaviors, needs, and motivations through qualitative and quantitative research methods to drive user-centered design.
Conduct a heuristic evaluation of a prototype or interface using three independent expert evaluators.
Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions.
Validation & Testing specialist — helps teams test assumptions and run experiments through 14 frameworks including Lean Startup MVP, A/B Testing, Hypothesis Board, and HEART…
Validate design hypotheses via code experiments, codebase analysis, and external research.
Server-side extension that completes the full analysis pipeline for count outcome variables after vera-stat-count-testing has run.
Verify a markdown proof in the order it is written. Use when the task is to check local correctness, theorem applicability, and reasoning gaps statement by statement through a…
Conduct AI-led research with autonomous literature review, hypothesis generation, analysis, and synthesis while human provides vision.
Deep research and market validation for app ideas. Use when starting a new project, validating an idea, or when the user says "research my idea", "validate my app", or "help me…
Scientific research engine v6.0 NEXUS — adversarial review (Reviewer 2), 32 quality gates, tree search, serendipity tracking, confounder harness, cross-session learning.
Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects — from…
Orchestrate a multi-agent virtual academic reading group. Use when reading multiple papers, generating expert discussion notes, cross-examining positions across papers, and…
Use when designing or auditing IEEE VIS evaluations, covering how to match evidence to the contribution type (perceptual study, controlled user study, algorithm benchmark,…
Windows-first Visio diagram reconstruction workflow for flowcharts, architecture diagrams, and paper-style module figures.
Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.
Word learning strategies, vocabulary instruction, and lexical development for reading comprehension. Covers Beck's three-tier vocabulary model, context clue strategies…
Tier vocabulary from a text or topic into everyday, academic, and technical categories with teaching priorities.
Use when the user needs to cite, apply, or research Washington civil court practice law across any subject matter.
Use when targeting Water Resources Research (WRR) or deciding whether a hydrology / water-science manuscript fits this venue.
Build firmware for the Waveshare ESP32-S3-ePaper-1.54 board (200x200 B/W e-paper, ES8311 audio, SHTC3 sensor, PCF85063 RTC, microSD, battery).
War Crimes Chamber of the Court of Bosnia and Herzegovina (WCC-BiH) — Section I (War Crimes) of the State Court — research, drafting, and analysis.
Identify EMERGING trends by connecting dots across unrelated sources. Monitor niche communities, academic research, GitHub, patents, funding, regulatory changes.
Online research agent that searches the live web for any topic, fetches the strongest sources, and produces an easy-to-digest formatted report with citations.