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50 ways to get user research done with Claude Code, Codex, Cursor or Gemini CLI, ranked on usage. Filter by type below.
Periodic architecture survey — walks the module graph and reports ranked deepening candidates (shallow modules, hypothetical seams, logic behind the wrong seam). Survey, not rescue: it finds…
End-to-end user research assistant — qualitative and quantitative. Use this skill whenever the
Plan a user research questionnaire, or turn collected responses into evidence-linked input for a PRD, with the AI Product Development Toolkit's research prompts.
Use when deciding whether a research direction is still open, including a literature survey that has to end in a decision, a novelty audit, a prior art check, a scoop check against recent work,…
Use when the user wants a comprehensive literature survey on a specific research topic. Outputs a complete PDF survey (6–20 pages, 60+ real citations, 100+ recommended) with LaTeX source,…
Survey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on source code — never implements, fixes,…
When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,'…
Deep research on any topic using parallel sub-agents and built-in tools only (WebSearch/WebFetch + free APIs, no keys). Use when the user asks for a thorough multi-source investigation with a cited…
Run a literature review using paper search and primary-source synthesis. Use when the user asks for a lit review, paper survey, state of the art, or academic landscape summary on a research topic.
Cookiy is a Claude Code plugin for end-to-end user research. It provides skills to design research plans, screening questionnaires, and discussion guides; analyze and synthesize raw interview notes…
When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also…
UX research agent for research planning, persona generation, journey mapping, and usability test analysis. Use when product decisions need user evidence — e.g., planning interview scripts and…
Map the research landscape for any technical or academic topic by searching arXiv, Semantic Scholar, and Google Scholar in parallel. Use when a developer, researcher, or engineer wants to understand…
Get a live job market snapshot for any role and tech stack by deploying parallel TinyFish agents across LinkedIn, Indeed, and Glassdoor. Use when a developer wants real salary data, in-demand…
Analyze current trends and challenges in Japanese NLP for a topic. Surveys the existing awesome-japanese-nlp-resources dataset and augments it with up-to-the-minute web research to produce a…
Design a 360-degree feedback survey or write a structured 360 feedback report. Use when asked to build a 360 feedback process, write 360 feedback for a colleague, design a feedback survey, or…
Token-isolated deep research agent for academic papers. Orchestrates Exa MCP (neural multi-source discovery), allenai's semantic-scholar-lookup skill (fast metadata + forward citations via asta…
Design user interfaces and experiences with modern design principles, accessibility standards, and design systems. Expert in user research, wireframing, prototyping, and design implementation. Use…
Methodology referee for a manuscript. Paper-type-aware (reduced-form / structural / theory+empirics / descriptive / formal-theory / survey-experiment), each with its own dimension weights and…
Build a weekly cadence of customer touchpoints using Opportunity Solution Trees, assumption mapping, and interview snapshots. Use when the user mentions "continuous discovery", "opportunity solution…
This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md files in repos", "research external skills", "find workflow patterns",…
Create 3 distinct user personas with a day in the life, quotable pain points, current workarounds, buying behavior, and a priority matrix showing who to build for first. Use when a founder needs to…
Pick the right way to represent a dataset so a reader gets the finding in three seconds — a catalog of 20+ chart and diagram forms with when-to-use and failure modes, plus the encoding decisions…
Use when the user needs to understand customers deeply enough to write copy and pick targeting — consumer versus shopper, JTBD, layered persona, internal monologue, pain map, objection list, journey…
Use when the user wants to find related work, survey a research area,
Create interface designs, wireframes, and design systems. Masters user research, prototyping, and accessibility standards. Use PROACTIVELY for design systems, user flows, or interface optimization.
Use when data needs statistical analysis. Runs reproducible Python/R code for Table 1, diagnostic accuracy, agreement, regression, survival, propensity score, survey-weighted and repeated-measures…
Umbrella router for the Awesome-Gaussian-Skills toolkit (github.com/jaccen/Awesome-Gaussian-Skills): 976 arXiv-verified 3D Gaussian Splatting methods (869 with an arXiv ID) across 26 categories, 18…
Surveys a legacy app's external contracts (DB schema, cookies, crypto, URLs, APIs, webhooks, sockets, files, env) as testable assertions for an Elixir rewrite. Use when /rewrite:analyze needs…
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,'…
Designs and conducts user research studies including usability testing, surveys, and behavioral analysis
The most comprehensive PM skills plugin available — 83 structured workflows across 9 domains, built natively for Claude Code and compatible with Cursor, Windsurf, and Gemini CLI via MCP. What makes…
Survey the AI coding assistant and agentic tool ecosystem, assess skillsaw's competitive position, identify emerging patterns and missing capabilities, and produce a prioritized strategic report as…
In-session, token-efficient LLM security scan of a repo (SAST triage). A lightweight, native Claude Code pipeline — survey → threat-model → deep-dive → adversarial-verify → report — using…
Mine online communities and analyze existing assets to understand what customers actually think, say, and struggle with. Use when the user wants to do customer research, ICP research,…
张翼试飞：真人玩家验证的设计、执行与解读——按研发节点路由该测什么、招募与样本甄别、深度访谈、体验走查、尖叫度测试、留存流失归因。天条：不伪造玩家声音，结论必带样本来源/样本量/口径三要素。输出试飞裁决书。Use when the user wants to playtest with real players, run user interviews, recruit testers,…
PM Market Research agent - User Personas, Competitor Analysis, Market Sizing,
Plan, conduct, and analyze UX research using proven methodologies. Use when planning user research, writing interview scripts, creating test plans, recruiting participants, analyzing qualitative…
Use when beginning a new heist — deploys associates to survey the target codebase, existing tests, dependencies, documentation, and the ledger to produce a reconnaissance dossier for the don's review
Use when a wizard run needs documentation review — before building, to survey the docs the change touches (what exists, what's stale, what must be added/updated); and during adversarial review, to…
Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights. Provides actionable research findings that improve product usability and…
CRE Legal review suite — 6 specialist skills for PSA review, title & survey analysis, estoppel tracking, loan document review, insurance coordination, and transfer document preparation for…
Guide for conducting thorough, multi-source research and producing comprehensive, well-sourced reports. Powered by AnyCap -- the capability runtime that equips AI agents with web search (including…
Collects and classifies research papers from DBLP and OpenAlex APIs for literature surveys
About Comprehensive research co-pilot for Claude Code and claude.ai — 13 skills covering literature review, methodology, ethics review, data analysis, qualitative coding, brainstorming, manuscript…
Builds form components and data collection interfaces including contact forms, registration flows, checkout processes, surveys, and settings pages. Includes 50+ input types, validation strategies,…
Use when the user wants an end-to-end AI4S research pipeline — broad direction or specific topic in, full research package out (exploration + literature survey + experiment + paper). Meta-skill that…
Use when the user has a vague research direction and wants to explore feasible specific topics. Outputs a structured analysis with candidate topics, innovation/feasibility scoring, and a pre-survey…
Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with different experiment variants, identify…
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and…