fitness-nutrition

fitness-nutrition is a skill for Claude Code, Codex from MilkyWay008/Hermes-OTG. It costs 87 tokens per session (2,983 once invoked), scanned A, a copy of fitness-nutrition, MIT.

A fitness and food-tracking tool that searches exercises and nutrition data, then calculates measures such as calories, body mass index, daily energy needs, macros, body fat, and one-repetition maximums.

In plain words
What is it for?
It is for planning workouts, finding exercises by muscle or equipment, tracking food and macros, estimating calorie needs, and calculating training targets.
Why use it?
It brings exercise information, food composition, and common training calculations into one workflow without extra Python packages.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: positional $N argument.

Good fit It is for planning workouts, finding exercises by muscle or equipment, tracking food and macros, estimating calorie needs, and calculating training targets.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/milkyway008/hermes-otg/fitness-nutrition
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add MilkyWay008/Hermes-OTG --skill fitness-nutrition
Clone the repo
git clone --depth 1 https://github.com/MilkyWay008/Hermes-OTG

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for fitness-nutrition

README.md
[![agentmods](https://agentmods.dev/badge/skills/milkyway008/hermes-otg/fitness-nutrition/github.svg)](https://agentmods.dev/skills/milkyway008/hermes-otg/fitness-nutrition)
Your own site
<a href="https://agentmods.dev/skills/milkyway008/hermes-otg/fitness-nutrition"><img src="https://agentmods.dev/badge/skills/milkyway008/hermes-otg/fitness-nutrition/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for fitness-nutrition

Your own site · 80×15
<a href="https://agentmods.dev/skills/milkyway008/hermes-otg/fitness-nutrition"><img src="https://agentmods.dev/badge/skills/milkyway008/hermes-otg/fitness-nutrition.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,983 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin 84% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00087 $0.02983
Opus 5 $0.00044 $0.01491
Sonnet 5 $0.00017 $0.00597
Haiku 4.5 $0.00009 $0.00298

Measured 9d ago against content hash 433eb4dd583d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

fitness-nutrition scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/body_calc.py, scripts/nutrition_search.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

commands: [curl, python3]
Origin

This is a copy

84% identical to fitness-nutrition — 36 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

data/skills/health/fitness-nutrition/SKILL.md · 256 lines

How it starts

The opening of the file, as written. The whole thing — 256 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Fitness & Nutrition

Expert fitness coach and sports nutritionist skill. Two data sources plus offline calculators — everything a gym-goer needs in one place.

Data sources (all free, no pip dependencies):

  • wger (https://wger.de/api/v2/) — open exercise database, 690+ exercises with muscles, equipment, images. Public endpoints need zero authentication.
  • USDA FoodData Central (https://api.nal.usda.gov/fdc/v1/) — US government nutrition database, 380,000+ foods. DEMO_KEY works instantly; free signup for higher limits.

Offline calculators (pure stdlib Python):

  • BMI, TDEE (Mifflin-St Jeor), one-rep max (Epley/Brzycki/Lombardi), macro splits, body fat % (US Navy method)

When to Use

Trigger this skill when the user asks about:

  • Exercises, workouts, gym routines, muscle groups, workout splits
  • Food macros, calories, protein content, meal planning, calorie counting
  • Body composition: BMI, body fat, TDEE, caloric surplus/deficit
  • One-rep max estimates, training percentages, progressive overload
  • Macro ratios for cutting, bulking, or maintenance

Procedure

Exercise Lookup (wger API)

All wger public endpoints return JSON and require no auth. Always add format=json and language=2 (English) to exercise queries.

Step 1 — Identify what the user wants:

  • By muscle → use /api/v2/exercise/?muscles={id}&language=2&status=2&format=json
  • By category → use /api/v2/exercise/?category={id}&language=2&status=2&format=json
  • By equipment → use /api/v2/exercise/?equipment={id}&language=2&status=2&format=json
  • By name → use /api/v2/exercise/search/?term={query}&language=english&format=json
  • Full details → use /api/v2/exerciseinfo/{exercise_id}/?format=json

Step 2 — Reference IDs (so you don't need extra API calls):

Exercise categories:

ID Category
8 Arms
9 Legs
10 Abs
11 Chest
12 Back
13 Shoulders
14 Calves
15 Cardio

Read the full file on GitHub · 256 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 256 lines · 87 tokens per session scan A 433eb4dd583d

Subscribe to this mod's changes

fitness-nutrition is a skill published in the GitHub repository MilkyWay008/Hermes-OTG (15 stars, last pushed 28d ago), licensed MIT. It adds 87 tokens to every session and 2,983 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 84% identical to fitness-nutrition, differing in 36 lines, and is treated as a copy.