Dietitians and Nutritionists

Healthcare Practitioners and Technical Occupations · Job Skills & Competencies · SOC 29-1031 · 156 skills

Occupation context

These O*NET tasks describe the occupation. They provide context for this SOC mapping, but do not mean every listed Skill performs every task.

Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
Evaluate laboratory tests in preparing nutrition recommendations.
Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.

O*NET task statements are shown in their source language (English). Task data excerpted from the O*NET® 29.1 Database (USDOL/ETA) and used under CC BY 4.0.

Representative sources

A bounded sample of popular skills mapped to this occupation, with at most one Skill from each GitHub repository. The complete mapped list follows.

dietary-pattern-overview

FerroxLabs/wayland

Provides educational overviews of major dietary patterns including Mediterranean, plant-based, low-carb, DASH, paleo, and whole-food approaches. Explains the core principles, typical food composition, research-supported benefits, and practical considerations of each pattern without prescribing any specific diet for the user. Use when the user asks about different diets, what a Mediterranean or keto diet involves, comparing dietary approaches, or understanding the principles behind a specific dietary pattern. Do NOT use for personalized diet prescriptions, clinical dietary therapy, eating disorder guidance, or macro calculations (use macro-calculation).

recommend-lifestyle

zhuangwenhui/Asklepios

给出疾病的生活方式建议（饮食/运动/作息/戒烟限酒/监测）。基于本地确定性处方表（高血压、2型糖尿病、血脂异常/冠心病、慢阻肺、慢性肾病、感冒、通用健康），支持常见别名；未收录则明确告知，不返回无关泛化文案。Use when the user asks for lifestyle/diet/exercise advice for a condition.

nutrition-analyzer

分析营养数据、识别营养模式、评估营养状况，并提供个性化营养建议。支持与运动、睡眠、慢性病数据的关联分析。

H1an1/health-coach

Comprehensive personal health management: body composition tracking, meal photo analysis with clinical-grade nutritional breakdown, exercise logging, medical lab interpretation (blood panels, FeNO, urinalysis, etc.), supplement guidance, and periodic progress reports. Use when: (1) analyzing food photos or meal descriptions for calories/macros, (2) interpreting medical lab results or health markers, (3) tracking body metrics (weight, body fat, waist circumference), (4) planning exercise routines with injury considerations, (5) generating weekly/monthly health reports, (6) setting up health reminders (meals, movement, supplements, sleep), (7) any question about nutrition, exercise science, or wellness optimization.

All mapped skills

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Skill names and descriptions remain in the language supplied by their source repository.

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dietary-pattern-overview

FerroxLabs/wayland

Provides educational overviews of major dietary patterns including Mediterranean, plant-based, low-carb, DASH, paleo, and whole-food approaches. Explains the core principles, typical food composition, research-supported benefits, and practical considerations of each pattern without prescribing any specific diet for the user. Use when the user asks about different diets, what a Mediterranean or keto diet involves, comparing dietary approaches, or understanding the principles behind a specific dietary pattern. Do NOT use for personalized diet prescriptions, clinical dietary therapy, eating disorder guidance, or macro calculations (use macro-calculation).

nutrition-advisor

FerroxLabs/wayland

Evidence-based nutrition planning assistant that calculates macronutrient needs, builds meal plans aligned with USDA MyPlate guidelines, and provides guidance on nutrition for specific goals including muscle gain, fat loss, and endurance performance. Use when the user asks about nutrition advisor, or needs help with evidence-based nutrition planning assistant that calculates macronutrient needs, builds meal plans aligned with usda myplate guidelines, and provides guidance on nutrition for specific goals including muscle gain, fat loss, and endurance performance. Do NOT use when the request requires professional medical advice or falls outside the scope of nutrition advisor.

nutrition-gap-analyzer

FerroxLabs/wayland

Dietary assessment evaluating current eating patterns, nutrient coverage, hydration habits, and meal planning effectiveness. Produces a nutrition gap scorecard identifying deficiency risks and practical improvement recommendations. Use when the user asks about nutrition gap analyzer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of nutrition gap analyzer or requires a different specialized skill.

recommend-lifestyle

zhuangwenhui/Asklepios

给出疾病的生活方式建议（饮食/运动/作息/戒烟限酒/监测）。基于本地确定性处方表（高血压、2型糖尿病、血脂异常/冠心病、慢阻肺、慢性肾病、感冒、通用健康），支持常见别名；未收录则明确告知，不返回无关泛化文案。Use when the user asks for lifestyle/diet/exercise advice for a condition.

nutrition-analyzer

分析营养数据、识别营养模式、评估营养状况，并提供个性化营养建议。支持与运动、睡眠、慢性病数据的关联分析。

weightloss-analyzer

分析减肥数据、计算代谢率、追踪能量缺口、管理减肥阶段

H1an1/health-coach

Comprehensive personal health management: body composition tracking, meal photo analysis with clinical-grade nutritional breakdown, exercise logging, medical lab interpretation (blood panels, FeNO, urinalysis, etc.), supplement guidance, and periodic progress reports. Use when: (1) analyzing food photos or meal descriptions for calories/macros, (2) interpreting medical lab results or health markers, (3) tracking body metrics (weight, body fat, waist circumference), (4) planning exercise routines with injury considerations, (5) generating weekly/monthly health reports, (6) setting up health reminders (meals, movement, supplements, sleep), (7) any question about nutrition, exercise science, or wellness optimization.

health-nutrition-expert

frankxai/claude-skills-library

Apply cutting-edge 2025 nutrition science on longevity, metabolic health, gut microbiome, and evidence-based dietary patterns for optimal vitality and disease prevention. Use when planning a diet, evaluating a nutrition claim, or applying evidence-based guidance on longevity, metabolic, and gut health.

redhat-data-and-ai/template-agent

Defines BMI categories, report structure, and tone guidelines for BMI analysis reports. Use when generating a BMI report for a user.

redhat-data-and-ai/template-agent

Utility skill for gathering and normalizing health metrics (height, weight). Handles input parsing, validation, and unit conversion from imperial to metric. Use when you need to collect or convert user measurements.

personalize-by-constitution

kangarooking/huangdi-neijing-skill

用户需要为不同的人/场景定制方案时; 当"一刀切"方案失效时; 当需要根据个体差异(体质/能力/偏好)调整参数时。不适用于: 标准化流程不需要定制的场景、群体层面的统一方案。

calorie-counter

malue-ai/dazee-small

Track daily calorie and protein intake, set nutrition goals, and generate diet reports. Data stored locally.