# Fitness kit: finish every live workout as one owned row, not a ghost timer

> Keep Fitness kit live sessions honest: End writes one workout row on workoutType+workout; persist sessionId so timers are not ghosts.
> By Dave · 2026-09-19
> Source: https://otf-kit.dev/blog/fitness-kit-live-workout-session

The Fitness & Wellness Kit ships a live workout loop you can open today: pick a type, start a session with a timer and calorie/distance counters, tap End, and read the completed summary on a detail screen. That loop only helps production members if End writes one honest row into your owned `workout` table — not a ghost timer that evaporates when the process dies, and not a second log an agent invents beside the schema.

This post is that write-path invariant. It is not the SKU inventory after checkout — that lives at [/blog/fitness-kit-after-purchase](/blog/fitness-kit-after-purchase). It is not the day-1 assembly order for greenfield builders — that is [/blog/how-to-build-a-fitness-app-with-ai](/blog/how-to-build-a-fitness-app-with-ai). It is not the iOS/Android/web export thesis — that is [/blog/one-codebase-three-platforms](/blog/one-codebase-three-platforms). And it is not the rented-builder compare — that decision map is [/blog/otf-vs-rork](/blog/otf-vs-rork).

## What the kit already names for live workouts

OTF lists the Fitness & Wellness Kit on [https://otf-kit.dev/templates/fitness-kit](https://otf-kit.dev/templates/fitness-kit) and documents the screens and schema on [https://otf-kit.dev/docs/templates/fitness-kit](https://otf-kit.dev/docs/templates/fitness-kit). Standalone price is $99; the kit is also in the Everything Bundle on [https://otf-kit.dev/pricing](https://otf-kit.dev/pricing). Live proof before buy sits at [https://fitness-preview.otf-kit.dev](https://fitness-preview.otf-kit.dev).

Kit docs name the workout surface explicitly:

- Workout tab: type chips, Start CTA, recent log
- Workout start: live timer, calorie/distance counters, End CTA
- Workout detail: completed-workout summary plus delete
- App tables that own the domain: `workoutType` and `workout` (alongside `userPublic`, `dailyGoal`, `award`, `friendship`)
- Agent handoff: `CLAUDE.md`, `.cursorrules`, and recipes under `ai/prompts/` — including bounded jobs such as `add-workout-type`

That is the product spine. The kit does not claim TaskManager-backed GPS or OEM-kill recovery as a shipped module. Those are extension problems you own when your product needs continuous background distance. For the default loop, the invariant is simpler: a started session must end as exactly one `workout` row members can reopen, share, or delete — never a timer that only lived in RAM.

## Why ghost timers fail members (and agents)

Three failure modes show up the week after you buy:

1. **Abandon without End** — the member backgrounds the phone mid-session, the JS timer dies with the process, and Summary never learns a workout happened.
2. **Double write on End** — a retry, a flaky network, or an agent "helpfully" posting twice inserts two rows for one session.
3. **Parallel log invent** — an agent prompted with "add workout history" creates a second store beside `workout`, then rings, awards, and recent lists diverge.

The Expo engineering post [How to build a resilient activity tracker with Expo](https://expo.dev/blog/how-to-build-a-resilient-activity-tracker-with-expo) spells out the mobile reality behind (1): session state in memory dies when the OS suspends or kills the process; recovery needs persistence outside the component tree, monotonic merges so two writers cannot lower totals, and a recovery path that does not discard progress just because the network was down. Use that post when you extend beyond an in-app timer. Do not pretend the kit already shipped Calda's full GPS pipeline — it did not. The kit gave you the screens and tables; you keep the write contract honest.

![Open, tick, then End once into a single workout record](https://cdn.otf-kit.dev/blog/fitness-kit-live-workout-session/inbody1-20260919c.png)

## The owned write contract: open → tick → end → one row

Treat the live session as a state machine with one durable outcome:

1. **Open** — member picks a `workoutType` chip and hits Start. Create an in-progress session id in local durable storage (or a pending row if you choose server-first). Do not wait until End to allocate identity.
2. **Tick** — timer and counters update the session snapshot. Prefer wall-clock elapsed from a startedAt timestamp over a pure setInterval count that freezes when the JS thread sleeps.
3. **End** — privileged path inserts or finalizes exactly one `workout` row keyed by session id: type, duration, calories/distance you choose to store, completedAt. Idempotent: a second End with the same session id updates or no-ops; it never inserts a twin.
4. **Detail** — Workout detail and recent log read that row. Delete removes it on purpose. Summary rings and trends derive from completed rows, not from ephemeral timers.

Illustrative shape (labeled sketch — not a private kit file dump):

```ts
// Illustrative session finalize — YOUR-PRODUCTION-DOMAIN API
type LiveSession = {
  sessionId: string;
  workoutTypeId: string;
  startedAt: string; // ISO
  calories?: number;
  distanceMeters?: number;
};

async function endWorkout(session: LiveSession) {
  const endedAt = new Date().toISOString();
  const durationSec = Math.max(
    0,
    Math.floor(
      (Date.parse(endedAt) - Date.parse(session.startedAt)) / 1000
    )
  );

  // Idempotent upsert on sessionId — never INSERT a second row for the same session
  await api.post("/workouts/finalize", {
    sessionId: session.sessionId,
    workoutTypeId: session.workoutTypeId,
    startedAt: session.startedAt,
    endedAt,
    durationSec,
    calories: session.calories ?? null,
    distanceMeters: session.distanceMeters ?? null,
  });
}
```

Keep calories and distance honest to what you actually measured. If the kit UI shows counters for demo pacing, do not invent GPS provenance you did not collect. When you later add background location, integrate with the same session id and the same finalize path — do not fork a "GPS workouts" table.

## Keep workoutType as the only type catalog agents extend

Live sessions are only as trustworthy as the type chips. Kit docs put types on `workoutType`; the agent recipe named in kit docs and changelog notes for bounded jobs includes `add-workout-type`. That recipe is the extension path:

- Seed and migrate types in schema
- Chips read `workoutType`
- New type = new row + UI chip, not a hard-coded string in three screens

When an agent wants to "simplify" by hard-coding Strength / Cardio / Yoga in the Start screen, point it back at `CLAUDE.md` and `ai/prompts/`. Parallel type enums are how Summary filters and Programs views rot. The same discipline that keeps Booking kit slots on one exclusion rule keeps Fitness kit sessions on one type catalog.

## What to persist before you need background GPS

You do not need continuous GPS to stop ghost timers. Minimum durable local snapshot for the kit's in-app timer:

| Field | Why |
| --- | --- |
| `sessionId` | Idempotent finalize key |
| `workoutTypeId` | Chip that started the session |
| `startedAt` | Wall-clock duration on End |
| `phase` | running / paused / ended |
| optional counters | Only if you choose to store them |

On AppState background, write the snapshot. On cold start, if `phase` is running or paused and `endedAt` is empty, offer Resume or Discard — never silently drop thirty minutes of effort. The Expo resilient tracker post recommends separating "server unreachable" from "server says session already ended" so offline relaunch does not wipe local progress. Apply that three-way check when you sync; default to protecting the member when you simply do not know.

When your product truly needs outdoor distance while the screen is off, follow Expo's guidance on TaskManager + location updates, Android foreground service notifications, and store review for background location — then feed distance into the same session snapshot. That is product work on your clone, not a silent claim that OTF already shipped it.

![Persist sessionId so a backgrounded phone resumes the same live session](https://cdn.otf-kit.dev/blog/fitness-kit-live-workout-session/inbody2-20260919c.png)

## Agent session prompt that protects the invariant

After clone, migrate, and seed (documented on the fitness kit docs page), open Cursor or Claude Code on the buyer repo. Prefer a bounded prompt over "rebuild workout tracking":

```text
Read CLAUDE.md and ai/prompts/.
1) Keep live sessions on workoutType + workout — do not invent a second log
2) End must upsert by sessionId (idempotent) — never double-insert
3) Persist startedAt + sessionId before relying on an in-memory timer
4) New types use add-workout-type (seed row, then chips)
5) Do not claim background GPS unless we add TaskManager on purpose
6) Prefer schema → route → hook → screen order
```

That prompt works because the kit already names the hard seams. You are extending a fitness product, not interviewing the model about wellness information architecture. Preview the shipped loop on [https://fitness-preview.otf-kit.dev](https://fitness-preview.otf-kit.dev) before you buy if you have not opened the Expo Go channel yet.

## How this fits the rest of OTF without confusing the SKU

Fitness-kit is the wellness product lane — workouts, rings, goals, awards — not a $9 landing template and not Booking or SaaS Dashboard. Landing templates remain the marketing-site lane. Booking-kit remains the appointment product lane (including DB-enforced no-double-booking on its own stack). Full-stack kits remain the $99 product lane when you need auth, data, payments, and phone or web clients wired together.

If you already own the tree and need the post-purchase inventory, read [/blog/fitness-kit-after-purchase](/blog/fitness-kit-after-purchase). If you need the day-1 assembly order, read [/blog/how-to-build-a-fitness-app-with-ai](/blog/how-to-build-a-fitness-app-with-ai). If you need one Expo tree for phone and web, read [/blog/one-codebase-three-platforms](/blog/one-codebase-three-platforms). If you still need the rented-builder versus buyer-repo decision, read [/blog/otf-vs-rork](/blog/otf-vs-rork) once.

When the live workout loop matches — type chips, Start, End, completed detail on owned schema — start on [https://otf-kit.dev/templates/fitness-kit](https://otf-kit.dev/templates/fitness-kit), open the live preview, and buy when the screen set matches. Finish every live workout as one owned row. Leave ghost timers and parallel logs on the scrap heap.

## Sources

Fitness & Wellness Kit product page: https://otf-kit.dev/templates/fitness-kit

Fitness kit docs (screens, tables, stack, deploy): https://otf-kit.dev/docs/templates/fitness-kit

Live fitness preview: https://fitness-preview.otf-kit.dev

Pricing: https://otf-kit.dev/pricing

Templates catalog: https://otf-kit.dev/templates

Expo — How to build a resilient activity tracker with Expo: https://expo.dev/blog/how-to-build-a-resilient-activity-tracker-with-expo

Related: Fitness kit after purchase — https://otf-kit.dev/blog/fitness-kit-after-purchase

Related: How to build a fitness app with AI — https://otf-kit.dev/blog/how-to-build-a-fitness-app-with-ai

Related: One codebase three platforms — https://otf-kit.dev/blog/one-codebase-three-platforms

Related: OTF vs Rork — https://otf-kit.dev/blog/otf-vs-rork