Create a copy-paste AI prompt library for my personal-training practice. I need prompts that help with planning, communication, and documentation while keeping clinical, nutritional, and safety decisions within my scope of practice. [TRAINING BUSINESS AND CLIENTELE] [COACHING PHILOSOPHY] [COMMON SERVICES] [TOOLS AND WORKFLOW]
[BOUNDARIES AND CREDENTIALS]
Produce 10 ready-to-use prompts for these situations: initial intake synthesis, weekly program draft, exercise substitution, client check-in response, progress review, technique cue writing, habit coaching, session plan, missed-session follow-up, and referral-to-professional guidance. For each, provide: a short prompt title, the complete copy-paste prompt, 3–6 clearly marked placeholders, and a one-sentence note on when not to use it.
Make every training-related prompt request relevant inputs: training age, goals, available equipment, schedule, current program, pain or limitation information, recovery, and adherence as appropriate. Program prompts must ask the AI to state assumptions, use progressive overload only when the data supports it, provide sets/reps/rest/RPE or another chosen effort method, and offer regressions or substitutions. They must never diagnose injuries, prescribe treatment, create restrictive diets, or claim clearance to train. Include an explicit instruction to pause and recommend an appropriately qualified clinician when red-flag symptoms, acute injury, eating-disorder concerns, pregnancy-related uncertainty, or medication questions arise.
Ensure client-facing prompts sound supportive without promising outcomes. Before answering, self-check that each template has a defined input set and does not exceed my stated credentials. Ask up to 3 clarifying questions only if a required business input is missing.Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [TRAINING BUSINESS AND CLIENTELE] | Describe your setting, client types, training goals, and typical experience levels. | Independent trainer serving busy adults ages 30–55; beginner to intermediate strength training; in-person twice weekly and remote check-ins |
| [COACHING PHILOSOPHY] | State your preferred training methods, language, and principles for progression and adherence. | Simple full-body strength work, RPE-based progression, habits before perfection, plain non-shaming language |
| [COMMON SERVICES] | List the services you offer, such as in-person sessions, online programming, group training, or check-ins. | Initial consults, 12-week programs, 60-minute sessions, weekly text check-ins |
| [TOOLS AND WORKFLOW] | List the apps, forms, tracking measures, and communication channels you use. | Trainerize, Google Forms intake, Apple Notes, text messages |
| [BOUNDARIES AND CREDENTIALS] | State your certifications, scope limits, and referral policies for health, nutrition, and injury concerns. | NASM-CPT; no meal plans or injury diagnosis; refer acute pain and medical questions to clinician or registered dietitian |
How to use
- Describe your actual client population and professional boundaries before generating the library.
- Save each returned prompt in the tool where you work, then test it with a de-identified client scenario.
- Check that every programming prompt requests limitations, equipment, and current workload before it proposes progressions.
- Follow up with: “Rewrite the weekly-program template for a four-day home-gym client using RPE and no barbell work.”
Variations
Weekly program builder
Use this to draft a client program from a completed intake and recent training log.
Draft a one-week strength program for [CLIENT PROFILE] using [GOAL], [EQUIPMENT], [AVAILABLE DAYS AND SESSION LENGTH], [RECENT TRAINING LOG], and [LIMITATIONS OR PAIN INFORMATION]. Use [EFFORT METHOD] and include warm-up, exercises, sets, reps, rest, and progression or regression notes. Explain any assumptions. Do not diagnose pain or override medical guidance; if the information indicates acute injury, concerning symptoms, or missing clearance, stop and recommend appropriate professional input. Check that weekly volume and exercise selection fit the stated schedule. Ask up to 3 questions only if required programming inputs are missing.
Check-in response
Use this to write a personalized response to a client’s weekly update.
Draft a coach response to this client check-in: [CLIENT MESSAGE]. Use [CLIENT GOAL], [CURRENT PROGRAM], [LAST WEEK’S PLAN], and [COACHING TONE]. Write 120–180 words: acknowledge one specific win, address the most important adherence barrier, give one or two concrete next actions, and state any program adjustment only if supported by the report. Do not guilt, diagnose, or promise results. If pain, eating concerns, or medical issues appear, recommend qualified support within scope. Check that every observation comes from the check-in; ask up to 3 questions only if necessary.
Exercise substitution
Use this when a client cannot perform a planned movement or lacks equipment.
Suggest exercise substitutions for [ORIGINAL EXERCISE] based on [TRAINING GOAL], [EQUIPMENT AVAILABLE], [CLIENT EXPERIENCE], [LIMITATION OR REASON], and [CURRENT PROGRAM CONTEXT]. Give three options ranked by how closely they preserve the original movement pattern and training stimulus. For each option include setup, sets/reps adjustment if needed, two technique cues, and one reason it may not fit. Do not diagnose pain or prescribe rehabilitation. Stop and advise professional assessment for acute injury or red-flag symptoms. Check that substitutions match available equipment and stated limitations; ask up to 3 questions only if missing.
Tips
- Use a structured intake before requesting a program; goals without training history, equipment, schedule, and limitations are not enough to prescribe a useful week.
- Ask AI for alternatives ranked by movement pattern and stimulus, not simply a list of exercises with the same body part label.
- Keep medical history and client records de-identified when using general-purpose AI tools, and follow the privacy rules that apply to your practice.
- Treat an AI-generated progression as a draft until you compare it with recent volume, performance, recovery, and the client’s actual attendance.
FAQ
Can AI create client workout plans for a trainer?
It can create a structured draft, but the trainer remains responsible for screening, exercise selection, load decisions, and scope-of-practice limits.
Should a trainer use AI for nutrition plans?
Only within their credentials and local rules. Do not use it to generate restrictive diets, medical nutrition guidance, or eating-disorder advice.
What client information should stay out of a prompt?
Avoid names, contact details, full health records, and unnecessary identifiers. Use a de-identified summary with only the information needed for the task.