2026-04-03
Reps, RPE, and movement vocabulary: writing fitness notes your future self understands
Vocabulary is compression
When you use the same terms consistently (RPE, tempo, ROM, stance width), your notes shrink while staying precise. You do not need a glossary in every note; you need stable shorthand your team and your future you share.
What usually belongs
- Load + reps + sets for strength work.
- RPE or RIR if you program by effort.
- Tempo when it is part of the prescription.
- Equipment and setup when it changes the movement (trap bar vs. straight bar).
What often does not belong
- Long essays on generic motivation.
- Copy-pasted warm-up detail that never changes: use a template link or a single “standard warm-up” token.
Movement description without diagnosis language
Prefer what you saw: “knee valgus on rep 4–5 at heavier load” rather than medical labels unless your scope explicitly includes them. This keeps notes useful for coaching while avoiding overclaiming.
Takeaways
- Pick a small dictionary of terms and reuse it.
- Tie vocabulary to decisions: what you will change next time.
- If AI drafts your note from voice, verify numbers and effort scores manually.
Fitness-oriented templates (personal training, sports, yoga, wellness) help models stay on-vocabulary; you still approve every line.
Related posts
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- What to look for in voice-to-session-note software (wellness and fitness coaches)
- Offline-first session documentation: why gym-floor and field coaches need it
- A practitioner’s checklist for reviewing AI-assisted session notes
- Structured session notes for fitness and wellness: a simple framework anyone can use
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Educational content only, not medical or legal advice.