Griha is a household chore ledger designed to make both assigned work and the arithmetic behind its workload score visible. Members can claim chores from a shared board, inspect the factors in the fairness calculation, and export records. Its author also describes a TabPFN feature that runs in the browser—but says predictions from the small household dataset are uncertain, not a reliable verdict on who is pulling their weight.
What Griha is meant to make visible
Household disagreements often turn on different recollections: “Did you take the recycling out?” Griha’s premise is to make the record easier to inspect rather than ask people to settle the argument from memory. The project author describes a shared board where household members can claim chores, alongside a workload calculation whose contributing terms are shown. The aim is to expose the arithmetic, not have the app pronounce who is fair.
Records and rota data can be exported in ICS, CSV, Markdown, and JSON, according to the author. The project also describes an audit chain for mutations, so changes can be followed as events rather than treated as an unexplained current total. These are project descriptions, not independent verification of the deployed implementation. Aniruddha Adak’s October 4, 2026 project article gives the feature details.
How to read the fairness figure
The author says a pure function named computeFairness, versioned griha-fairness/2026.10.1, computes the figure and exposes each contributing term. In principle, that makes it possible for household members to question the inputs or weighting instead of arguing only over a single score. A visible calculation can support a more concrete discussion, but it cannot determine which tasks matter most to a particular household or whether the record captures all the work people do.
#1 Best Overall
- DIMENSIONS: 6" wide x 9" tall x .4” thick
- Easy-to-use layout for keeping your household organized and running smoothly. Provides space to track up to 7 daily chores and 6 weekly chores, plus extra space for notes & reminders
- Features two strong magnets on the back to hang it up on your fridge or filing cabinet, or it can be laid flat on a counter or a desk
- Includes 60 undated tear-off sheets per pad on premium 100gsm bright white paper
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For the event trail, the author describes mutations as chained with SHA-384 using the preceding seal and a canonicalized event, with a stored sequence number controlling replay order. That is a technical description from the project author; the available account does not independently inspect the code or reproduce the calculation. An audit chain can help show whether recorded events have been altered, but it does not by itself prove that the original chore entries were complete or accurate.
What TabPFN adds—and what it cannot tell you
Griha’s author says its TabPFN v2 feature runs through the WebTabPFN runtime in the browser. The article says features, completions, and probabilities stay in the browser, and that model weights are downloaded once and cached. Treat these as implementation claims from the project, not as an independent privacy audit or a guarantee about every deployment configuration.
Rank #2
- Strong Magnetic Hold & Durable Design: Includes 1 piece magnetic whiteboard calendar for fridge and 1 magnetic chore chart, both are 17" x 12" having thick backing that stays firmly in place without slipping, curling, or bubbling. Tear-resistant material supports daily and monthly planning for years
- Smooth Writing & Easy Erasing: Write clearly and wipe clean without smudges or ghosting. This reusable dry erase calendar for fridge and a chore chart is all you need to keep your daily, and monthly plans neat, organized, and easy to update
- Fine-Tip Magnetic Markers & Eraser: This magnetic fridge calendar and fridge chore chart comes with 6 colorful fine-tip markers for smooth, precise writing and easy schedule organization, plus 1 large magnetic eraser. All accessories stay securely attached to your refrigerator and within easy reach
- Spacious Writing Area: Our Combo set gives you plenty of room to write. Easily organize meal plans, shopping lists, schedules, reminders, and notes, making them perfect for homes, offices, classrooms, and busy families.
- Stay Organized Every Month: Keep your schedule clear and easy to manage with the magnetic monthly planner and daily chore chart. Track appointments, important dates, events, meetings, reminders, to-do lists, birthdays, and more, so you never miss what matters most.
The author reports fitting the model on 20 labelled rows and describes the dataset as very small. In that setting, probabilities around 0.41–0.45 are reported as uncertain; the article also characterizes household-history predictions as weak and often near 0.5. A prediction near that range is not evidence that one person is more or less fair. The project presents the model as a second opinion that can effectively say it does not know, while describing the deterministic fairness calculation as the more dependable component.
Prior Labs’ official TabPFN repository covers a software and model ecosystem with different versions and licensing terms. It says TabPFN-2.5 and later listed versions use non-commercial licenses, while TabPFN-2 model weights use the Prior Labs License with an additional attribution requirement; it also describes enterprise licensing and commercial support. The available project account does not identify the precise WebTabPFN runtime license or exact model-weight artifact deployed by Griha, so those repository terms alone do not establish the applicable terms for this app.
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1Fix the driver behind crashes, sound loss and screen glitches2Repair Windows errors before they cause bigger problems3Scan for outdated or missing drivers - takes under a minuteRank #3
- What You Will Get - There are 4 pieces chore chart for kids chore list and 10 sheets cardstock, which can meet your daily routine chart needs, and it is easy to use to do list board, just slide the slider from one side of the marker to the other.
- Improve Working Efficiency - With our sliding routine charts, you can list the things to be done during the day, and remind yourself at any time. The chores chart for kids to do list board is great for students, professionals and busy parents. Also the checklist task chart can help children develop positive behavior habits, such as doing my chores, daily routines chart for kids, morning and bedtime routines
- Reusable and Durable Design - Our kids chore chart is made of qualitied material, which can serve you for a long time. Reusable to do list board comes with 10 sheets of blank paper. You can make your customized chore checklist, and the sliding routine chart slides easily. The chore board is small, which you can put it in your bag and made your life more comfortable.
- Detachable and Easy to Use - The kids chore chart is detachable, you can make your own chores checklist task board on the cardstock, and the chore list memo board is easy to use, just sliding the buttons on the plan board, each completed task can be marked by sliding a button, making it enjoyable and motivated.
- Multiple Applicable - The chore checklist board can be used for RV checklist, to do list, visual schedule for kids, travel planning list, study chore chart, work list or housekeeping organization, or a tool for ADHD kids reminding list. It's a versatile tool for organizing tasks and responsibilities. Hang the chores chart on the wall or home, office, which can organize your schedule and make your life more comfortable.
What the author reports testing
Aniruddha Adak reports 109 unit and integration tests, 91 live checks against the deployed instance, and 26 browser journeys split between desktop and a Pixel 7 viewport. These are author-reported verification counts from 2026, not independent test results.
The author also recounts two issues found during browser work: checking for WebGPU support did not ensure that a usable GPU adapter was available, and the seeded data initially included only one training label. The article says the app now tries WebGPU/int4 and then WASM/int8, and that the sample board was changed to include missed chores. The available account does not independently verify those fixes.
Rank #4
- Adhd Cleaning Planner: The cleaning planner has a clear layout, engaging visuals, and a progress tracker to help you stay motivated. The intuitive design encourages consistency, making cleaning and organizing less of a chore and more of a rewarding habit. Take control of your space and create an easy, stress-free home environment. Warm suggestions: Maybe you may have a busy life, you can try to slow down the process, enjoy life and complain less.
- Comprehensive Planning: Detailed weekly, monthly, and yearly cleaning checklists help you stay organized year-round. Whether it's daily organization or deep cleaning, this planner provides a clear roadmap to help you keep your home organized. The structured layout makes it easy to track your progress and develop consistent habits for a clean and organized lifestyle.
- Stylish Design: Featuring a vibrant, eye-catching theme, this planner makes cleaning fun and motivating. High-quality, clear printing enhances usability for stress-free planning.
- Effortless Home Organization: Whether you live alone, with family, or in a shared space, this planner helps distribute tasks efficiently. Assign responsibilities, set reminders, and create an easy-to-follow system that keeps your home running smoothly without feeling overwhelmed. Customize chores to fit your unique needs.
- 24-hour service: If you encounter any problems while using our products, you can contact us by email, we will help you solve the problem as quickly as possible.
Sharing, devices, and data boundaries
Griha is described as a progressive web app (PWA), not a native app. The author says a household is tied to the current session and browser profile, so signing in on another device to see the same board is not available as described. A read-only share link is offered as a partial way to share a board, but it is not the same as cross-device household synchronization. The article also says weather and holiday inputs can fall back to sealed, dated data.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Who may find Griha useful
Griha may suit a household that wants a shared chore record, visible workload arithmetic, and exportable data—and is comfortable with the author-described browser-profile limitation. It is less suited to anyone expecting the model to settle interpersonal fairness disputes, or needing a synchronized board across devices. When assessing it or another chore tool, useful questions include whether the workload calculation is inspectable, whether records can be exported and checked, where any model inference runs, and whether household data syncs across devices.
Quick Recap
Best Value
- Magnetic chore chart - Teach responsibility with our 14.5"x11" magnetic chore chart. It features 20 lines to track chores, making organization a breeze for kids, teens, and adults alike.
- Multifunctional list board - This set comes with a 6.5"x8.5" list board that offers 18 lines. Use it as a notes section, to-do list, shopping list, or menu – tailored to your needs.
- Fine-point markers included – We also provide 6 extra-fine point markers with different colors, so you may use your own color coding. These magnetic markers stay conveniently attached to your fridge.
- Erases easily - Our calendars use premium nano erase film, making it incredibly easy to wipe off notes, even those that have been written for a long time. No residue, no fuss.
- At your service - We stand behind the quality of our products. If you experience any issues, please feel free to let us know and we’ll do everything to solve your problem.
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