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Bite-bot

AI-assisted macro and micronutrient tracker. The interface is natural language - just tell the LLM what you ate.

How It Works

  1. Fork this repo
  2. Connect to an LLM (Claude Code, etc.)
  3. Log food in natural language in writing or speech: "I had two eggs and toast for breakfast", or just send a picture
  4. The LLM looks up nutritional data, logs it to CSV, tracks against your goals

Structure

├── CLAUDE.md              # LLM behavior instructions
├── data/
│   ├── intake.csv         # Food log (your data)
│   └── targets.csv        # Daily nutritional targets
├── scripts/               # CSV operations (called by LLM)
│   ├── log_entry.py
│   ├── daily_summary.py
│   ├── search_entries.py
│   ├── edit_entry.py
│   └── delete_entry.py
└── .claude/skills/        # Skill definitions
    ├── log_food.md
    ├── lookup_nutrition.md
    ├── daily_summary.md
    └── edit_entry.md

Setup

  1. Edit data/targets.csv to match your nutritional goals. Ask the LLM to do it!
  2. Start chatting: "Log 200g chicken breast for lunch"

Example Interactions

  • "I ate an orange"
  • "What did I eat today?"
  • "How's my protein intake this week?"
  • "Delete that last entry, I didn't actually eat it"