Skill UI

This skill provides comprehensive support for designing, calibrating, and standardizing entire role-based interview loops and hiring pipelines. It helps users structure competency assessments, generate targeted questions, reduce interviewer bias, and ensure the hiring process is consistent, objective, and aligned with core role competencies. Ideal for HR teams, hiring managers, and talent development professionals.

A comprehensive toolkit for accelerating digital product growth. It covers essential strategies including growth hacking, SEO/ASO optimization, building viral loops, email marketing funnels, CRM implementation, and analyzing the entire customer acquisition lifecycle using AARRR metrics. Ideal for product managers and marketers aiming for exponential business expansion.

This comprehensive framework guides the design of sustainable motivation systems for products and teams, shifting focus from outdated 'carrot-and-stick' rewards to intrinsic drivers: Autonomy, Mastery, and Purpose (AMP). It provides deep insights into how to build engaging, lasting user loops and organizational incentives that foster genuine engagement and high performance, especially when traditional gamification fails.

A systematic framework for launching and validating new products and business models. It guides users through the Build-Measure-Learn loop, emphasizing validated learning over vanity metrics, and structuring Minimum Viable Product (MVP) experiments to test core assumptions and determine if a pivot or perseverance is necessary.

A comprehensive domain orchestrator designed to manage the entire project delivery lifecycle. It can route specific project management inquiries (e.g., Jira permissions, sprint velocity) to specialized sub-skills, or execute complex, goal-oriented workflows through a gated agentic loop. This process pulls live data from Jira/Atlassian, runs deterministic analytics, and verifies every step to ensure auditability and successful closure.

This powerful orchestrator coordinates the entire product development lifecycle by routing inquiries across 16 specialized sub-skills (e.g., RICE, OKRs, UX research, analytics). It acts as a central hub for both deterministic task routing and running continuous, machine-gated discovery loops. Use it when you need to systematically prioritize features, run A/B tests, or drive a goal from initial assumption to validated repository code.

Provides expert guidance on building, optimizing, and analyzing growth-driving programs. This skill covers the fundamental differences between customer referral schemes and paid affiliate models. Learn to identify key trigger moments, structure compelling incentive mechanisms (single/double-sided), and calculate optimal reward sizes to maximize viral loops and scale customer acquisition for sustained business growth.

A dedicated canvas for reviewing plans and visual artifacts. It facilitates a tight review loop where human users can annotate specific elements, chat, and provide explicit verdicts (Approve/Request Changes) directly in a local browser environment. This tool is ideal for getting detailed, actionable feedback on designs, reports, or complex plans, moving beyond simple text confirmations.

This skill implements a continuous improvement feedback loop (Part 12). It aggregates signals from market shifts, customer feedback, competitive intelligence, and internal operations. The output provides structured recommendations to refine the brand's product offering, business strategy, and channel mix, ensuring marketing efforts remain relevant and adaptive. Used continuously, especially during Quarterly Business Reviews (QBRs).

This skill provides comprehensive strategies for implementing sustainable business growth loops. It covers Product-Led Growth (PLG) optimization, designing viral loops, optimizing referral programs, and improving user retention mechanics. Use this when planning product launches, scaling user bases, or building complex acquisition funnels.

This skill provides a comprehensive framework for positioning and refining academic manuscripts intended for the 'Contemporary Economy of Japan' journal. It specializes in comparative economics, focusing on Japanese macroeconomics, Sino-Japanese trade, regional cooperation, and policy implications for China's development. It guides users on meeting specific structural requirements, theoretical depth, and evidence standards (e.g., country data, comparative framework).

A comprehensive methodology for diagnosing complex systems where problems are emergent across multiple components. It guides the user to map system boundaries, stocks and flows, feedback loops, and underlying structural drivers. By identifying the highest feasible leverage point, it recommends structural interventions that address root causes rather than superficial symptoms.