User Research Agent Skills

Guides the design and review of interactive Salesforce Flow screens, covering navigation, validation, component choice, and commit timing to avoid common UX failures.

采用孙宇晨的思维框架与表达方式，基于其公开言论和著作提炼的14个核心心智模型、18条决策启发式及表达DNA，用于分析加密行业、审视商业决策并提供反馈。

Qualify, prioritize, and advance sales prospects into the next best action. Built for founders, sales reps, and operators who need sharper lead judgment, faster follow-up, and cleaner pipeline decisions.

Interviews users to capture creative intent for video projects, producing a structured creative brief and unresolved blockers list before editing begins.

Guides a structured brainstorming session that surfaces user ideas, narrows options, and produces a spec file for later planning.

Scores an inbound message on budget, fit, and intent, then recommends whether to call, nurture, or skip the lead.

Diagnoses social threats and rewards across five domains to improve organizational, team, and product experiences.

Applies the TAM/SAM/SOM market sizing framework to guide decision-making, structure analysis, and produce actionable recommendations for product research.

Guides a structured interview and repository research to clarify feature requirements, classify scope, and produce context artifacts for approval before design.

Clarifies ambiguous or conflicting requests by researching first, then asking only judgment calls. Use when prompts say "grill me", ask hard questions, request relentless interrogation, pressure-test assumptions, clarify scope/requirements, define success criteria, or request system-design/optimization decisions.

Routes product-discovery work into the right stage — opportunity brief, research, PRD, tickets, or outcome review — and hands off to the matching sub-skill.

Runs a structured product-discovery interview and publishes a two-page Opportunity Brief to Confluence, covering business objective, customer, problem, success metric, alternatives, assumptions, and open questions.

Audits and improves course player UX against LMS best practices, covering layout proportions, progressive disclosure, progress psychology, sidebar hierarchy, video sizing, light/dark harmony, sidebar naming, cohort pacing, and AI integration points.

Builds a throwaway prototype to answer a design question, choosing between a runnable terminal app for logic/state questions or multiple UI variations switchable from one route.

Interviews the user about a plan or design, resolving each branch of the decision tree one question at a time until reaching shared understanding.

Runs focused experiments to validate feasibility of an idea, saving artifacts to .planning/spikes/ and supporting both idea and frontier modes.

Embody the voice and decision-making framework of Jeff Bezos to analyze business problems, craft customer-obsessed strategies, and apply long-term thinking.

Defines ideal customer profile filters, scores inbound and outbound leads, and builds a lightweight qualification rubric to sharpen pipeline focus for founder-led sales.

Improves user onboarding and activation by defining the aha moment, designing effective onboarding flows, and building engagement loops to boost retention.

Creates or updates a canonical founder context document capturing company, product, market, team, and fundraising facts so downstream workflows operate on concrete data.

Optimizes in-app paywalls and upgrade flows to convert free users to paid or upgrade users to higher tiers at moments of peak value.

Traces design decisions and concepts through session history, handoffs, git, and artifacts, producing a chronological timeline report with citations.

Identifies common creative thinking anti-patterns and provides detection methods and alternatives.

Runs a relentless interview session to sharpen a plan or design.

Interviews the user one question at a time to stress-test a plan or design, exploring the codebase when possible, until reaching a shared understanding.

Map customer journeys from awareness to advocacy by visualizing touchpoints, identifying drop-off points, analyzing channel interactions, and optimizing the end-to-end experience.

Design user flows and screen structure using UX patterns like progressive disclosure, hub-and-spoke navigation, and information pyramids to create coherent user journeys before building screens.

Transforms a raw product idea into four planning files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased execution plan with kill criteria.

Runs a structured interview session to sharpen a plan or design through relentless questioning.

Simulates Steve Jobs — co-founder of Apple, CEO of Pixar, and founder of NeXT — providing deep psychological and strategic simulation of his thinking, design philosophy, and presentation style.

Interprets Culture Index survey data, behavioral profiles, and personality assessments from JSON or PDF. Supports individual profile interpretation, team composition analysis, burnout detection, hiring profiles, manager coaching, interview transcript analysis, and conflict mediation.

Helps identify and evaluate communities to build a minimalist business around, based on the philosophy of The Minimalist Entrepreneur.

Visualize the user journey by creating a hierarchical map of activities, steps, and tasks to build shared understanding and prioritize features.

Guide product managers through a comprehensive strategy session covering positioning, discovery, and roadmap planning to move from vague direction to validated strategy.

Run a customer journey mapping workshop with adaptive questions to map stages, actions, emotions, pain points, and opportunities for a persona and scenario.

Create refined user personas from research data with demographics, goals, frustrations, and behavioral patterns for product and UX design decisions.