Examiner Mind
Evidence-first signals, not guesswork.
The full scanner is not live yet. This page shows what is already safe to build from: source-backed chapters, accepted evidence, and clear limits. Predictions stay hidden until they are validated.
Decoded NCERT notes
317
Existing textbook-first chapter notes already present in the project.
Source packets
318
Chapter source packets already extracted locally for source-backed course work.
Accepted evidence rows
275
Protected evidence rows; not edited by product UI work.
Strict NCERT rows
113
Strongest layer for examiner-style NCERT sentence and list patterns.
What the first useful version should do
Show source-backed chapter signals: what UPSC may test, common traps, and answer angles already present in verified notes.
Separate strict NCERT patterns from broader reference evidence so predictions do not leak into study guidance.
Connect each signal to a safe action: study the verified chapter, practise a labeled question, or revise a missed concept.
Current limits
Current affairs are still archive/stale until approved source discovery or source configuration is fixed.
External model analysis and new educational content generation are off unless the user explicitly authorizes a bounded run.
Protected evidence, cache, template, OCR, and source-search queues must stay read-only during product UI work.
Next build packets
Packet 1
Build a verified chapter signal panel on one source-backed topic page.
Packet 2
Map accepted strict rows into a small demand-type board without changing protected evidence.
Packet 3
Add a saved answer-writing bridge only after the signal source and limitations are visible.