Original concept photograph of a student workspace. Not a customer photograph.

Uniquack for students

Your learning doesn't have to begin with an assignment.

Practice teacher-assigned work, bring in questions of your own, revisit mistakes, build personal study sets, and learn with friends—all while keeping each question, attempt, explanation and revision connected.

Original concept photography

Your Student Workspace

With a class or on your own. The next step starts with your question, not a blank chat.

Independent Practice

Practice without waiting for the next assignment.

  • Choose source → start round
  • Answer → feedback → next round
Start Practice

Mistake Book

Your mistakes become a study list.

  • Question + last answer
  • Explanation + times missed
  • Practice again
Open Mistake Book

Study Library

Build your own study Library.

  • Saved questions + public pulls
  • Study sets + mistake sets
  • Personal notes
Small-cohort concept testingExplore Study Library

Bring Your Own Question

Turn the material you're already studying from into something you can work with.

  • Photo / screenshot / PDF / notes
  • AI Parsing → personal review
  • Structured question → personal study
Small-cohort concept testingBring in a question

Study Rooms

Study with friends without turning it into a classroom.

  • Shared study sets + selected mistakes
  • Group Practice + explanation notes
  • Peer feedback
Small-cohort concept testingExplore Study Rooms

Progress & Feedback

See what is changing in your learning.

  • Attempts + corrected attempts
  • Repeated mistakes + unresolved questions
  • Feedback
See my progress

My Work

Keep assigned work in one place.

  • Current assignments
  • Unfinished work
  • Teacher feedback
Open My Work

Connected AI

Bring your learning context into the AI you already use.

  • Selected question + attempt + feedback
  • MCP → ChatGPT / external AI
  • Reviewed explanation / plan / practice pack
MCP · Internal betaExplore connected AI

With a class or on your own.

Uniquack connects assigned learning and independent study without confusing the permissions between them.

With a class

Teacher Assignment → My Work → Practice → Feedback → Formal Evidence

Join a classroom, open current assignments, return to unfinished questions and keep teacher feedback connected to the exact work it came from.

On your own

Personal Question / Public Question / Study Library → Independent Practice → Mistake Book → Private Revision → Next Study Session

Choose questions you can access, start a private Practice session, and let each attempt, hint and review shape what you work on next.

Choose a question to try

Independent Practice: Choose an accessible Bank / Library source → Start a round → Answer questions → Review feedback → Retry what still needs work.

Your study space.
Built around your questions.

Save useful questions, group them into study sets, keep mistake sets, attach notes and return to the material you want to practice again.

My next study session

Illustrative study workspace
Calc BC · Applications of Integration

Study set / distance, displacement and accumulation

Preview questions
Physics · Energy mistakes

Mistake set / review system boundaries

Review a mistake
Friday test · Questions to retry

Personal goal / keep explanation notes with each question

Bring a question

Turn scattered questions into a study set. Collect questions around an exam, concept or personal goal, then launch Practice from that set.

Study Library ↔ Practice ↔ Mistake Book ↔ optional Study Rooms. The personal Study Library is not the teacher's Question Bank.

Mistake Book.
Your mistakes become a study list.

Powered by Mistake Memory

When a question goes wrong, Uniquack keeps the question, your last answer, the explanation and how often you've missed it together.

Practice it again without searching for the original worksheet or rebuilding the context.

Explore a hint and retry
Illustrative Mistake Book record

Particle motion: total distance

Saved question
Same question snapshot / velocity changes sign at t = 1 and t = 3
Last answer
Total distance: 0.857 m
Last explanation
That signed integral gives displacement, not distance. Split at the direction changes.
Miss count / last missed
3 example misses / previous example session
Next step
Practice again; compare your reasoning with the saved explanation.

Bring your own question into Uniquack.

Small-cohort concept testing

Bring in a question, screenshot, worksheet or PDF. Uniquack structures the question, supporting material and source context so it can become part of your personal study workflow.

  1. Photo / screenshot / PDF / notes
  2. AI Parsing
  3. Structured question + source
  4. Personal review
  5. Study Library / Practice

Personal review is not teacher approval for classroom content. Your import does not automatically enter a classroom, public catalog or teacher Bank.

Explore a structured question example

Study with friends.
Not another classroom.

Study Rooms / Study Groups · Small-cohort concept testing

Create a Study Room, invite friends, bring in selected questions or mistake sets, and work through them together.

Compare the mistakes, not just the answers.

  1. My Mistake Set → choose what to share
  2. Study Room → friend adds an explanation
  3. Group Practice → compare approaches
  4. Shared notes / peer feedback → next questions

Share a selected mistake or study set. Friends can leave explanation notes and practice a related question together.

Your private workspace stays yours.

The rest of your Mistake Book does not enter the room. Shared study sets, selected mistake sets and group feedback belong to peer study.

No formal grades. No classroom management powers. No access to teacher-private Libraries. No automatic teacher reporting.

Try again privately.
See what is changing.

Know what to revisit next instead of relying on one score.

Private Revision

Keep a second attempt or revised explanation beside your original work so you can see how your reasoning changed.

Formal work retains its original submission. Self-study revision stays student-owned unless shared.

Progress & Feedback

Revisit attempts, repeated mistakes, corrected work, unresolved questions, completed Practice, teacher feedback and mistake retry history.

Your Student Dashboard brings current work and review entry points together. These are learning records, not a claim of automatic mastery diagnosis.

Ask for help without leaving the question.

Native AI uses the current question and your attempt to help with the missing step. Guidance stays attached during independent Practice, mistake retries, and assigned or group work where allowed.

Question → Attempt → Hint → Feedback → Mistake / Correction → Private Revision → Next Practice

Uniquack remembers the work around the question—not just the last chat.

Explore Questions

Find something useful. Make it part of your study.

Browse public questions for independent Practice. Where permitted, bring selected content into your Study Library.

Authored examples · Local illustration. No catalog item is saved or shared with a real account.

Calculus

Particle motion

Concept
Distance vs displacement
Reasoning
Partition by velocity sign
Difficulty / form
Apply & justify / Multi-part FRQ
Physics

Energy transfer

Concept
Energy conservation
Reasoning
Account for the system boundary
Difficulty / form
Apply / Short response
Chemistry

Reaction rates

Concept
Average reaction rate
Reasoning
Use a change over an interval
Difficulty / form
Apply / Data response
Biology

Cell transport

Concept
Osmosis
Reasoning
Connect concentration to net flow
Difficulty / form
Explain / Diagram response
History

Source perspectives

Concept
Source perspective
Reasoning
Compare framing and evidence
Difficulty / form
Analyze / Source comparison
English

Argument & evidence

Concept
Claim and evidence
Reasoning
Distinguish relevance from proof
Difficulty / form
Evaluate / Evidence response
/ Question preview

Community Question Hub → preview → Study Library → Study Set → Practice → Mistake Book. Study Library and shared-set tools are in small-cohort concept testing. Public does not automatically mean Verified.

Bring your learning context into the AI you already use.

Choose the learning context that should leave Uniquack. The MCP internal beta is testing that handoff to ChatGPT, Claude or another external AI. Native AI remains part of Uniquack; independent study does not require a teacher or classroom. Inspect the returned explanation, plan or teaching artifact before keeping or using it.

Explore the two-way connection

MCP integration · Internal beta

Only what you choose

Question + selected attempt + recurring mistake + feedback

Unselected private study stays private
Selected context outChatGPT / external AIDraft artifact back
An explanation or study plan for review

You inspect it. You choose what to keep in Uniquack.

MCP integration · Internal beta. Explore the workflows below; the interactive examples use sample content.

Learning SnapshotA learning snapshot tied to the selected records.
Input
Chosen recent questions, attempts, mistakes and revisions.
Action
Read the selected history and identify recurring mistakes, concepts with stronger evidence and the highest-priority study pattern.
Output
A learning snapshot tied to the selected records.
Value
Choose what to study from the attempts that support it.
Exam Study PlanA seven-day study plan for the student to inspect.
Input
A reviewed learning snapshot and an upcoming assessment.
Action
Arrange the study priorities into seven days.
Output
A seven-day study plan for the student to inspect.
Value
Know what to review each day before the assessment.
Practice PackA practice pack to inspect before use.
Input
A reviewed study plan and authorized question context.
Action
Propose focused practice for the next session.
Output
A practice pack to inspect before use.
Value
Turn the chosen plan into specific questions to work on.

Build a study space around the questions that matter to you.

Assigned work is one entrance. Your own questions are another.

Try the interactive demo