Griha: the chore ledger where the fairness argument is auditable, and TabPFN runs in your tab

说明与用途

Griha 是一个离线优先的家务账本，用户可以认领任务、查看详细的公平性计算，并导出可验证的数据。TabPFN 在浏览器中本地运行，确保隐私和离线功能。

问题

In shared homes, a de facto project manager tracks chores but lacks transparent, auditable evidence of fairness, leading to unresolved disputes.

结果

Griha offers a transparent, offline‑capable chore ledger with auditable fairness metrics and local ML predictions, eliminating the need for a hosted backend and enabling verifiable dispute resolution.

工作流

• 1. User claims a chore by selecting it on the board; the claim is recorded without double‑asking.
• 2. The app calculates a fairness score using computeFairness, showing each term’s contribution.
• 3. Users can export the ledger in various formats, including raw JSON with an audit chain for verification.
• 4. The TabPFN model predicts likelihood of flaking, running entirely in the browser via WebTabPFN.
• 5. Users can review the audit chain by replaying seals to confirm integrity.

证据

Griha is a chore ledger for that person. Three things, and only three things, it does: Claim a chore without asking twice. See the arithmetic, not a verdict. Export something checkable.

来源

It runs TabPFN v2 — Prior Labs' open weights — through the WebTabPFN runtime, inside the tab. Not a hosted endpoint.

来源

109 unit and integration tests. 91 live checks. 26 browser journeys. 20 rows for TabPFN. Green CI on both jobs.

来源