Research skills

This skill helps you uncover customer needs and build actionable JTBD driven personas to inform product decisions and prioritization.

This skill helps design onboarding flows that accelerate activation, defining the aha moment and tailoring paths for individuals and teams.

This skill conducts a literature review and crafts a CS research proposal by identifying assumptions, proposing alternatives, and outlining testable validation.

This skill evaluates ML research papers following ICML guidelines, providing comprehensive, literature-grounded feedback across claims, methods, experiments,

This skill helps prioritize features, define an MVP, and build a ruthless roadmap using RICE, hypothesis testing, and expert prioritization.

This skill guides ideation and implementation of neuro-symbolic reasoning, combining LLMs with symbolic solvers to design experiments or integrate solvers.

This skill helps you structure complex questions into testable hypotheses for MECE coverage, enabling faster validation of ideas and experiments.

This skill helps you apply the Fogg Behavior Model to diagnose why users fail to act and design targeted prompts.

This skill helps design internal triggers for sustained engagement by shifting users from external prompts to self-motivated habits.

This skill helps you optimize decision speed by reducing choices in navigation, onboarding, and forms, applying Hick's Law to improve user flow.

This skill helps you apply Jobs-to-be-Done insights to shape product strategy, conduct research interviews, write user stories, and identify true competition.

This skill guides you to apply Tit for Tat in repeated interactions to maximize cooperative outcomes and manage conflicts.

This skill helps you visualize complex dependencies and architectures using graph-thinking to map relationships and non-linear problem solving for clearer

This skill helps you optimize interfaces by applying Cognitive Load Theory to reduce extraneous load and enhance germane learning.

This skill helps you design landing pages and CTAs using gaze cues and visual hierarchy to boost conversions and user engagement.

This skill guides a PEST analysis to identify political, economic, social, and technological factors and translate them into actionable strategies.

This skill generates comprehensive medical imaging literature reviews following a structured seven-phase workflow, ensuring systematic citations, method

This skill generates academic research proposals for PhD applications in English or Chinese, following Nature Reviews guidelines and domain-specific

This skill refines rough ideas into validated designs through structured questioning, multiple approaches, and incremental validation for clear project

This skill helps you craft professional README.md files for GitHub projects, including hero sections, installation guides, and architecture diagrams.

This skill conducts comprehensive cryptocurrency research by coordinating multiple AI agents to analyze market trends, assets, and opportunities.