Fitness Programming Engine

You've been going to the gym for eight months. You do roughly the same workout each time — some bench press, some squats, a few machines, 20 minutes on the treadmill. Your lifts haven't moved in three months. You're not weaker, but you're not stronger. You've hit the wall that every non-programmed trainee hits: your body adapted to the stimulus and stopped responding because the stimulus never changed. You don't have a training problem. You have a programming problem.

The Fitness Programming Engine generates a periodized training program calibrated to your goals (strength, hypertrophy, fat loss, endurance, athletic performance), available equipment, training history, and time per session. It writes out every workout in full — exercise, sets, reps, rest, load — and builds in progressive overload week over week. It tells you when to deload, when you've adapted beyond the current program, and what to run next.

What you get:

• SKILL.md — Full protocol: intake form, program generation workflow, weekly log template, deload calculator, form cue library, and adaptation assessment
• LISTING.md — Product page (this file)
• MANIFEST.json — Machine-readable product metadata

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Pricing Rationale

A certified personal trainer charges $60–120 per session to program and coach. A single month of programming from an online coach runs $150–400/month. This skill produces equivalent programming specificity for a one-time $9. The deload scheduling and adaptation monitoring features alone prevent the overtraining plateaus that cost most self-programmed athletes 4–8 weeks of wasted effort per year.

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Works Great With

• Meal Planning & Nutrition Optimizer (#37) — align calorie and protein targets to your training phase
• Sleep Optimization Protocol (#39) — structure recovery around your training intensity weeks
• Habit Science Engine (#45) — lock in training consistency with habit design protocols

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Version History

• v1.0.0 — Initial release