Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting…
Contribute scientific research findings to the Research Swarm TNBC (Triple-Negative Breast Cancer) mission.
Day 2 end capstone move of a Foundation Sprint. Compresses the sprint's full strategic frame into a single canonical sentence (the Founding Hypothesis) plus an assumption…
Research-backed CLI tool refresh workflow for updating existing tools with TDD checkpoints and CLI invocation validation.
Senior Technical Reviewer for research objectivity. Enforces the "Documentarian" standard, ensuring all findings are unbiased, evidence-backed, and grounded in code.
Research any topic in exhaustive depth by combining web search, academic papers, social discussions, and community conversations.
Identify which processes, connections, and remote hosts are actually using bandwidth before you chase the wrong incident hypothesis.
Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets. Use when you have a structured input bundle and want ranked hypothesis cards…
Front-door skill for selecting and coordinating Claude Trading Skills inside Hermes for market research, earnings triage, risk review, and journaling.
Research the Israeli traffic statute behind a specific offense — find the regulation/section, number of points, fine tier, applicable appeal route (legacy vs.
Use when targeting Transportation Research Part B (Methodological) or deciding whether a transportation manuscript fits this venue.
Research and recommend hotels, resorts, Airbnbs, and villas for client travel. Covers family-friendliness assessment, luxury evaluation, price-range estimation, and compiling with…
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…
Perform breadth-first hypothesis surfacing and prioritization across all ownership zones, without commitment. This is not diagnosis and not investigation.
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,…
[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…
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.