RepsetMove while the model thinks.
Local onlyPreview
Natural break boundary ready
Take sixty seconds?
Choose a reviewed activity. Skip and Snooze stay available.
This week3 of 4 days
30 local points1 break today
OpenAI Build Week
A local-first vertical slice, end to end.
Repset combines trusted Codex lifecycle hooks, an MCP server, a loopback runtime, on-device pose estimation, and a bounded GPT-5.6 selector.
The boundary flow
Codex Stopsanitized eventlocal eligibilitycurated challengeappend-only pointsMCPstatus in Codex
A visual plugin surface—with a reliable fallback
A bundled, versioned MCP App resource renders local weekly progress, skippable onboarding, local settings, curated movement choices, and explicit Start, Skip, Snooze, Refresh, and Sandbox actions inside compatible Codex hosts. Optional sound is synthesized only after user interaction. The card loads no remote script or asset. If a host cannot render it, the same tools keep working through structured text; the movement loop does not depend on the visual layer.
Codex’s role
Codex is both the product surface and the build collaborator. SessionStart initializes pseudonymous context; Stop checks a natural boundary; MCP exposes explicit status and break actions. The main Repset task remains the primary build record.
GPT-5.6’s role
GPT-5.6 receives only coarse session and preference fields and selects an ID from the reviewed catalog through strict JSON Schema. It cannot invent an exercise or infer a diagnosis. Missing credentials, timeout, refusal, malformed output, or a disallowed ID immediately uses the deterministic selector.
Technology
- Next.jsPublic site and anonymous judge demo
- Node 24 + SQLitePortable local runtime and append-only ledger
- MCP + Apps UIExplicit tools and an interactive local status card
- MediaPipeOn-device pose landmarks in a worker
- Vitest + PlaywrightRules, privacy, browser, and accessibility verification
Evidence over claims
The release gate checks forbidden hook fields, loopback auth/origin controls, frame-network behavior, synthetic pose sequences, point caps, idempotency, camera denial, keyboard use, reduced motion, and a clean plugin install. Repset makes no unsupported health or credit claim.