Program generation for personal trainers
Built by a trainer, for trainers.

AI‑Engineered,
Human Perfected.

A coded client identifier becomes a precise, periodized program in just minutes. The Skill drafts it from the assessment — you review, adjust the load, and deliver it. Engineered by the machine, perfected by the coach.

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TRAINER STUDIO
Trainer Studio — decoding a client identifier into a program
How it works

Your training, decoded.

One coded string carries everything about the training — and nothing about the person. Here’s the path from intake to published program.

01

Client intake, decoded

Your client completes a stateless intake. It renders a single coded identifier — level, body, recovery, adaptations, medical flags — then forgets everything on submit.

FTP‑M54‑EQ8‑PMT‑BD‑OP…
02

No names, ever

The identifier carries the training, not the person. A generated handle labels the program; the handle→client map stays with you, off‑platform.

handle · Steady‑Ridge
03

The Skill generates

Paste the identifier in Trainer Studio. The Skill decodes it into a full fascial‑line program — periodized, safety‑gated, every exercise justified.

→ Program v1 · 4×/wk
04

You perfect & publish

Review the draft, set the load, publish. Your client gets it on their phone — adherence and RPE flow back to your Client Detail.

published · on their phone
The Model
Saying the quiet part out loud —

A method with a spine.

Two ideas shape how every program trains. Two more decide whether it earns the right to exist. Nothing is generated that can't answer to all four.

Method

Fascial‑First

Programming begins at the fascial line, not the isolated muscle. Cross‑body and spiral patterns come first, so force distributes through the whole connective network.

Method

Tensegrity‑Centered

The body is loaded as one integrated tension network — the plumb line of aligned structure. Balance the whole system, don't chase parts.

Foundation

Evidence‑Based

Every prescription is sourced from peer‑reviewed strength and clinical research — NSCA loading science, ACOG perinatal guidance and beyond. Each exercise is justified, never arbitrary.

Foundation

Clinically‑Governed

Medical flags gate what can be generated. Contraindications hard‑stop the program — clearance is required before it runs, and no request can override a safety rule.

The premise

It’s not about how much weight you move — it’s about how you move the weight.

Full Architectural Remodeling
The method taken all the way —

Remodeled over years, not weeks.

Most programs here land in weeks or months. This one is measured in years. Connective tissue genuinely remodels on a multi‑year timeline — and FAR is the one program built to train the whole of it: a phased, three‑year arc keyed to how fascia actually rebuilds.

Phase 1 · Months 0–6

Foundation

Movement competency to positional strength to tissue capacity. The full three‑year roadmap is mapped up front; Phase 1 runs session by session.

≈30% collagen turnover · 6 mo
Phase 2 · Months 6–24

Intensification

The long middle — successive periodized blocks, each generated and progressed at its own reassessment gate.

≈75% turnover · 2 yr
Phase 3 · Months 24–36

Integration

Elastic, reactive power carried to completion — the most advanced work in the system.

full remodeling · 2–3 yr

Two sessions a week, sixty minutes each, across three years — then graduation to ongoing maintenance. Elective and coach‑assigned, with no gate to enter: anyone can remodel their fascia.

The program catalog

Whatever the intake finds, the program already exists.

Seventeen clinically governed programs, generated one client at a time. When a finding calls for one, it isn't a suggestion — the system assigns it, and it can't be quietly skipped.
Bone density
Arthritis
Hypermobility
Posture & kyphosis
Movement correction
Pregnancy & postpartum
Older adults
Sport
Strength & power arcs
Fascial circuits — solo & small group
Every trainer's clients draw from the same catalog — what differs is the identifier that picks, doses, and gates each program.
The method's voice

Two modes of attention.

Every movement is trained twice — once as a narrow focus down a single fascial line, once as a wide awareness across the whole body. Breath shifts between them. Not a hierarchy — a partnership.

The Focused Arrow Focus
The Contextual Web Awareness
One practitioner's lens on the practice — offered, not prescribed.
The founding principle

Built to know your training,
not your identity.

The platform stores no real‑world identity. A client is a generated handle and an opaque id — the map back to a person lives only with you, off‑platform. Health answers become a coded trigger flag, never a stored medical record.

Zero stored identity
No name, DOB, address, or insurance — nothing that identifies a person is ever kept.
De‑identified health
Medical answers resolve to a compact coded flag; the questionnaire forgets the details on submit.
The map stays with you
Only the trainer holds the handle→person link — kept in your own records, never on the platform.

Draft with the machine.
Publish as the coach.

Stand up your studio, decode your first client, and publish a program in an afternoon.

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