Research what the community actually thinks about a topic in the LAST 30 DAYS — search Reddit, X, YouTube, Hacker News and GitHub in parallel, weight results by real engagement…
Obtain and use Bearer tokens for TSLab Web API when auth is enabled: handle 401, run CLI browser-handoff flow, and avoid logging secrets. Use for /api auth/JWT token issues.
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.
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,…
Launch all available agents in parallel waves for open-ended hypothesis generation on problems where the correct domain is unknown.
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...
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…
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…
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…
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.
AI-powered web research assistant that leverages BrowserAct API to supplement restricted web access by searching the internet for additional information.
Produces structured research documents or implementation handoffs by searching external sources — library docs, web, APIs — for a given topic.
Internet-Tiefenrecherche zu einem technischen Thema. Durchsucht mehrere Quellen, vergleicht Ansätze, bewertet Vor-/Nachteile und gibt eine fundierte Empfehlung.
Run a structured web-research pass on a question: plan the searches, find sources via search APIs, fetch and read the best ones, cross-check claims, and synthesize a cited answer…
Unified decision tree for web research and competitive monitoring. Auto-selects WebFetch, Tavily, or agent-browser based on target site characteristics and available API keys.
Use when implementing or reviewing web UX experimentation outcomes with deterministic hypothesis checks, guardrail metrics, and evidence-backed decision logging.
Drafts sections of a mathmatical research paper using Zotero and NotebookLM via MCP. Use when asked to draft part of a research paper or identify research gaps.
Create authoritative white papers that establish thought leadership and educate audiences
Audit a white paper or long-form technical document against a research-grounded best-practices checklist.
End-to-end skill for creating strategic whitepapers and analytical documents. Produces versioned Markdown documents with executive summary, market analysis, competitive landscape,…
한국어 기술 백서(Whitepaper) 작성을 지원합니다. 백서, whitepaper, 기술문서, 투자자료, AI백서, SaaS, 블록체인 백서 작성 시 사용하세요.
Use when producing research-heavy whitepapers or technical guides that require structured argumentation and data.
Research academic papers from arXiv, DOI, or Semantic Scholar and ingest into raw/academic/. Invoked by wiki-research for paper requests.
Multi-pass research — runs sub-skills in sequence, writes synthesis draft to outputs/, merges into wiki/ after review gate. For broad/complex topics.
Monitor RSS/Atom feeds or OPML lists and ingest recent items into raw/feeds/. Invoked by wiki-research for feed/newsletter research.
Batch research from research-tasks.json — fetch, ingest, wiki merge. Use when research_loop.enabled for automated passes (e.g. HN front page).
Research current events using Perplexity or news APIs and ingest into raw/news/. Invoked by wiki-research for recency-first queries.
Fetch Twitter/X threads, Hacker News discussions, or Reddit posts into raw/social/. Invoked by wiki-research for social/community content.