Designed for families who tutor homework every day

Stop just sitting through homework.
Turn daily assignments into cumulative learning data.

The knowledge gaps your child keeps hitting, long-term weak spots, and what's most worth fixing tonight — these judgments shouldn't rely on gut feeling. HomeworkOS turns daily homework into structured, long-term learning diagnostics.

0
Parents report clearer tutoring direction
0
Faster weak-point identification
0 sec
From photo to diagnosis report
0
Knowledge graph data points
01 / Problem

Parents spend hours tutoring every night, yet none of it becomes actionable learning intelligence.

Nightly homework sessions consume enormous time. But most families are left with fragmented impressions: wrong again today, still can't do this type, generally not great lately. Without structured accumulation, parents can't see what's truly blocking their child long-term.

Decisions still rely on gut feeling

Parents sense their child is "not doing well lately" but can't pinpoint which specific skills are consistently failing. It feels better after tonight's session, then resets in a few days.

0

Repeat error rate

Unrecorded mistakes and weak points reappear in the same form within 7 days.

~/homework-log
$ analyze --week Scanned 28 homework records Found 3 persistent weak points → Linear function word problems (4x) → Unit conversion (3x) → Reading comprehension to equation (6x) Tonight's priority: Reading-to-equation

Tutoring advice lacks precision

Parents can only keep explaining or drilling more problems, without knowing what the most effective action tonight actually is. HomeworkOS makes every session evidence-based.

02 / How It Works

From "photograph today's homework" to "see long-term learning trajectory"

The core isn't one-time grading — it's continuous diagnosis: starting from homework photos, identifying issues, mapping weak points, and converting them into actionable tutoring steps for tonight.

STEP 01
Photograph & store homework records
Capture daily assignments, grading results, and error patterns — instead of leaving everything as verbal feedback that fades by morning. Every photo is automatically mapped to knowledge graph nodes.
See how data accumulates →
📷
Today's upload
Math · Linear Function Exercises
Questions identified✓ 8/8
Errors marked2
Knowledge mappingDone
STEP 02
Auto-analyze mastery & weak points
Identify which question types are repeatedly wrong and which skills remain unstable over time. Help parents see the problem isn't "carelessness today" but "this concept was never fully grasped."
Learn the diagnosis logic →
~/diagnosis
$ diagnose --student xiaoming --subject math Analyzed 14 days of homework data ─────────────────────────── Weak #1 Reading-to-equation → 6 consecutive losses Weak #2 Unit conversion → 3 errors Mastered Calculation accuracy → stable 94% ─────────────────────────── Diagnosis complete, generating advice...
STEP 03
Generate tonight's actionable tutoring plan
Get direct answers: what to review first, how to explain more effectively, whether to drill more problems — reducing the burden of on-the-spot decisions and making every tutoring session more efficient.
Learn the recommendation engine →
Tonight's Tutoring Plan
Do 2 similar "reading-to-equation" problems first
Explain root cause once — don't just drill more problems
Weekend focus: linear function real-world applications
Based on 14-day analysis · 92% confidence
The real value isn't "explain this one problem tonight" — it's helping parents gradually understand: where exactly their child keeps getting stuck, and what to do next.
03 / Core Value

Not re-checking homework for parents, but turning tutoring into a long-term effective learning system.

VALUE 01
Long-term homework data retention
Accumulate daily performance into a continuous learning trajectory, rather than only focusing on whether tonight was right or wrong. More data means more precise diagnosis.
Learning trajectory · Last 30 days
W1W4
VALUE 02
Identify the real knowledge weak points
Help parents see the skill gaps behind repeated mistakes, rather than attributing everything to carelessness or a bad day. The system tracks mastery trends for every knowledge point.
Reading-to-equation ⚠ Persistent loss
Unit conversion ⚠ Fluctuating
Equation calculation ✓ Mastered
VALUE 03
Actionable tutoring steps for tonight
Practical, doable suggestions so parents know what to review, how to review it — rather than anxiously sitting through more problems. From passive accompaniment to active navigation.
● READY TO EXECUTE
Tonight's priority: linear function word problems
Est. 25 min · 2 targeted practice problems · No extra drilling recommended
VALUE 04
Evolve into a family learning data bank
Starting from homework diagnostics, expanding into longer-cycle family learning tracking and growth support. Every effort your child makes will never be forgotten.
📊
More data accumulated
More precise diagnosis · More personalized advice
04 / FAQ

Frequently Asked Questions

Is this just an upgraded photo-search-for-answers tool?

No. The focus isn't solving a single problem — it's converting daily homework input into long-term learning diagnostics and tutoring advice. One-time grading is just the entry point; continuous analysis is the core.

What kind of families is it best for?

Families with ongoing tutoring needs who want long-term visibility into their child's learning state, rather than firefighting every night. Especially suited for middle school.

Do parents need specialized knowledge?

No. The system delivers advice in language parents can understand, not academic jargon. You don't need to know the formal definition of "reading comprehension transfer" — just what to tutor tonight.

How is data security guaranteed?

All homework images and analysis data are used solely for that student's learning diagnosis. Data is encrypted at rest, and can be exported or deleted at any time.

Make nightly homework tutoring
stop being just repetitive exhaustion.

When homework is continuously recorded, diagnosed, and fed back, parents' time is far more likely to translate into their child's lasting progress.

Get Started with HomeworkOS →