Nutrition Tracker for OpenClaw — Review, Trust Score & Install Guide

Short answer: Nutrition Tracker is a verified OpenClaw skill for health & fitness. Trust Score 88/100 based on source transparency, permission scope, install safety, update recency, community signal, and documentation quality.

Trust Score: 88/100

Security tier: Verified
Risk level: Low
Last reviewed: 2026-02-18
Reviewer: OpenClaw Skills Hub editorial team
Version: 2.1.0
Author: health-tools
Install command: npx clawhub@latest install nutrition-tracker

How we calculate Trust Scores →

What Nutrition Tracker does

Nutrition Tracker logs your food intake from natural language descriptions or meal photos. It calculates calories, macronutrients (protein, carbs, fat), micronutrients (vitamins, minerals), and tracks hydration. Generate meal plans, identify nutritional gaps, and get AI-powered dietary recommendations aligned with your goals.

How to install Nutrition Tracker

Install the OpenClaw CLI: npm install -g clawhub@latest
Install this skill: npx clawhub@latest install nutrition-tracker
Verify the install: openclaw skills list

Security review

This skill is currently classified as Verified with a low risk profile. Our reviewers inspected the SKILL.md manifest, dependency tree, declared permissions, network calls, and shell commands before publishing this score. See our editorial policy and Trust Score methodology for the full rubric.

Best for

Log meals with natural language descriptions
Analyze photos to estimate nutritional content
Generate meal plans for specific calorie/macro targets
Identify nutritional deficiencies and suggest foods

Avoid if

You need a fully air-gapped install with no network calls.
Your environment forbids skills with third-party dependencies.
You require a formally audited SBOM that this version does not yet provide.

Alternatives & related skills

Workout Planner — Generate personalized workout plans with progressive overload, exercise alternatives, and recovery scheduling.
Sleep Analyzer — Track sleep patterns, analyze quality, and get AI recommendations for better rest.
Meditation Guide — Guided meditation sessions with AI-personalized scripts, breathing exercises, and mindfulness tracking.

Frequently asked questions

How accurate are the photo estimates?

Within 15-20% accuracy for common foods. It works best with clear, well-lit photos.

Does it support dietary restrictions?

Yes — vegan, vegetarian, keto, gluten-free, and custom restriction profiles.

How do I install Nutrition Tracker?

Run `npx clawhub@latest install nutrition-tracker` from any directory with Claude Code or OpenClaw installed. The skill is added to your local SKILL.md registry and is available to your agent immediately — no restart required.