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    Food Photo Nutrition Coach

    1

    Turn meal images into practical nutrition guidance with visible-food identification, uncertainty checks and goal-aware improvements.

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    Food Photo Nutrition Coach

    Food Photo Nutrition Coach

    Example session with this skill installed

    Fictional example: An adult describes a photo of rice, chicken, mixed vegetables and sauce after a workout. Portion weights and sauce ingredients are unknown; goal is balanced recovery. Produce a complete first-pass deliverable, separate facts from assumptions, and give practical next steps. Do not take external actions.

    • Read your context and instructions
    • Compiled the food photo nutrition

    Food Photo Nutrition Coach: worked example

    Scope: the fictional brief below, using only supplied information.

    An adult describes a photo of rice, chicken, mixed vegetables and sauce after a workout. Portion weights and sauce ingredients are unknown; goal is balanced recovery.

    Deliverable

    WorkstreamFinding / decisionRecommended action
    Meal structureRice, chicken and vegetables are described, not independently image-verifiedTreat rice as a likely carbohydrate source, chicken as protein and vegetables as produce; ask for the actual image.
    PrecisionWeights, cooking oil and sauce composition are unknownAvoid calorie or macro totals; request weights or label information before numerical estimates.
    Practical improvementThe described plate already includes multiple food rolesKeep the basic structure; use appetite and training context to adjust portions and verify sauce allergens separately.

    Decision and next steps

    Obtain the image and confirm foods before a visual assessment. Ask about portion size and dietary restrictions; offer one manageable adjustment instead of judging a single meal.

    Evidence boundaries

    These conclusions apply to the supplied scenario. Missing facts remain unverified; proposed changes are recommendations, not completed actions. Validate source data and approvals before implementation. Track the result against the stated objective and adjust only when new evidence supports a change.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Food Photo Nutrition Coach

    Turn meal images into practical nutrition guidance with visible-food identification, uncertainty checks and goal-aware improvements.

    What the workflow covers

    • Treat rice as a likely carbohydrate source, chicken as protein and vegetables as produce; ask for the actual image.
    • Avoid calorie or macro totals; request weights or label information before numerical estimates.
    • Keep the basic structure; use appetite and training context to adjust portions and verify sauce allergens separately.

    How to use it

    Provide your goal, relevant source material, current constraints and the details needed for food photo nutrition coach. Include dates, context and any existing decisions that must be preserved.

    What you receive

    A structured deliverable with supplied facts, clear assumptions, prioritized actions, open questions and next steps. The depth adapts to your goal and available evidence. The example below is a fictional demonstration.

    Images cannot establish exact calories, ingredients, allergens, food safety or diagnoses. Adult educational nutrition guidance; does not replace individualized clinical care. Requires image-capable host for photo interpretation.

    This package contains reusable agent instructions. Tool access depends on your AI host. External actions require supported tools and explicit authorization.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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    Trust & safety

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    Verified clean 7 days ago

    • Passed all security checks, Safe to install

    Listed7 days ago

    What's inside

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