alchaincyf/zhangxuefeng-skill

Features

• Professional Knowledge Bases - Functions as a knowledge base of heuristics and mental models to optimize academic and professional trajectories.
• Prompt Persona Definitions - Defines specialized expert personas within prompts to simulate high-certainty communication styles.
• Vocational Heuristic Injections - Feeds structured vocational mental models into the LLM to ensure consistency in strategic career advice.
• Decision Support Systems - Provides high-stakes decision support systems based on socioeconomic filtering and employment backtracking.
• Persona Imitation - Employs AI models to adopt specific expert personalities and high-impact communication styles.
• Socioeconomic Mobility Filters - Weights family resources and social class constraints to filter for realistic academic and professional paths.
• Socioeconomic Strategy Frameworks - Tailors educational and professional advice by filtering options through family resource availability and social constraints.
• Median Outcome Analytics - Projects realistic career trajectories by analyzing median graduate data rather than outlier success stories.
• Education Decision Engines - Provides a structured decision engine for evaluating university majors and career paths based on employment data.
• Socioeconomic Decision Models - Applies structured mental frameworks to evaluate academic paths based on social mobility and employment data.
• Major Selection Strategies - Provides a structured system for evaluating university degrees based on employment data to maximize professional outcomes.
• Career Guidance - Provides guidance and decision heuristics for evaluating university majors and professional career paths.
• Decision Heuristics - Uses rule-based decision heuristics and mental models to guide educational and professional choices.
• Educational - Applies structured mental frameworks and vocational heuristics to ensure high-certainty choices in education.
• Career Planning - Implements a mapping system for professional trajectories by analyzing labor market trends and role values.
• Employment Outcome Analysis - Determines the viability of fields of study by analyzing the median career trajectories of graduates.
• Socioeconomic Education Strategies - Tailors educational and professional advice by filtering options through family resource availability and social constraints.
• Career Path Mapping - Provides a structured method for mapping desired employment outcomes back to necessary academic majors.
• Career Trajectory Modeling - Projects realistic career expectations by using the median outcome of graduates rather than outliers.
• Employment Outcome Analysis - Project realistic career expectations by analyzing median graduate success rather than exceptional outliers.
• Persona Instruction Sets - Uses specialized persona instruction sets to simulate expert decision-making styles in career strategic advice.
• Professional Viability Assessments - Tests the long-term value of professions by analyzing labor market replaceability and projected income trends.
• Professional Value Validations - Tests the marketability of degrees and roles by analyzing corporate hiring patterns and calculating individual value.
• Educational Socioeconomic Filters - Implements a decision-making system that filters educational options based on family resources and labor market realities.
• Environmental Educational Strategy - Implements a selection logic that prioritizes urban resources and location over institutional prestige.
• Environmental Major Optimization - Prioritizes geographic location and urban resources over academic titles to maximize professional opportunities.
• Skill - Listed in the “Skill” section of the Great Open Source Project awesome list.

Star history