Example: I feel stressed because my DBMS quiz is tomorrow and normalization is weak.
Complete local JavaScript system
CogniFlow helps students decide what to study next when work feels scattered or stressful.
Students add tasks, notes, study logs, and a short check-in. CogniFlow reads the workload, detects stress/focus signals, finds relevant saved notes, and builds a practical plan that the student can accept, edit, or reject.
Overwhelmed
sample output
- Work on "Revise DBMS normalization" for 25 minutes only.
- Open memory note "DBMS revision checklist" before starting.
- Hide non-urgent tasks until the first block is complete.
Problem
Students often have quizzes, assignments, notes, and personal pressure at the same time. The hard part is deciding the next action.
Input
The system accepts a check-in sentence, academic tasks, course notes, and study history logs.
AI Logic
It uses local keyword/NLP signals, task urgency scoring, note retrieval, and weak-topic detection. No paid API is required.
Output
It returns a cognitive state, confidence, detected signals, relevant notes, and an adaptive plan.
Why Helpful
A stressed student gets a smaller first step instead of a long generic to-do list.
Privacy
All demo data is stored locally in the browser using localStorage. There is no server upload.
Non-Technical Demo
Use this flow to explain CogniFlow to any non-technical person in 2-3 minutes.
Example tasks include DBMS revision, AI assignment, and OS reading with priorities and due dates.
The memory stores useful notes like DBMS weak topics and revision checklists.
It detects stress words, urgent deadlines, active task count, and weak topics from study history.
The output is a small action plan, relevant note suggestions, confidence score, and reasons.
The student can accept, edit, or reject the recommendation.
Expected Demo Output
Overwhelmed
State is high overload because the check-in has stress terms and urgent tasks.
Retrieved note
DBMS notes rank above unrelated AI notes when the active task is DBMS.
Adaptive plan
First action becomes a 25-minute DBMS revision block, not a broad study schedule.
Helpful result
The student knows exactly what to do first and can revise the plan before acting.
Student Check-In
Cognitive State
0% confidence
Focused
Overwhelmed
Add a real check-in sentence to estimate cognitive load.
Recommended Plan
WaitingThe student makes the final decision. CogniFlow only recommends.
Workspace Summary
0
tasks
0
notes
0
logs
0
weak
0m
Avg / Session
N/A
Top Course
Add Task
Tasks
Knowledge Memory
Ask Your Second Brain
Saved Notes
Add Study Log
Study History Timeline & Answers
Ask a question or add a study log.
Study Timeline
Data Controls
Export/import copies your browser-only CogniFlow data. Reset clears this browser workspace.
Accepted Plan
Responsible AI Controls
- Local browser storage for demo data.
- No medical diagnosis or therapy claims.
- Transparent stress signals and confidence score.
- Student approval required before a plan is adopted.
- Delete, reset, export, and import controls for user data.
Known Limits
- Keyword and pattern-based classifier can be wrong.
- Recommendations are decision support, not commands.
- Demo uses synthetic examples and user input only.
- Users in crisis should contact trusted people or local emergency support.