Ready to rely on
Every learning objective and source link has passed the release gate.
Local-first · evidence-aware
Know what to study.
See why it matters.
One map connects the UPSC syllabus, recurring PYQ patterns and the static concepts activated by current affairs. Your progress stays on this device.
Adaptive next steps
Your plan for today
Built from foundation value, PYQ relevance, current heat and your local mastery.
40% revision 35% new concepts 25% PYQs
One graph, three lenses
The Prelims knowledge map
Recurring PYQ patterns
Concept clusters ranked by historical transfer value and candidate question links.
Current affairs → static concepts
Recent official developments converted into stable, testable study targets.
Qualifying, but non-negotiable
Keep CSAT safely above the line.
A ten-question screening check estimates practice risk. It is an original planning tool, not an official paper or a score prediction.
Not assessed
Below 45% reserves three practice blocks each week.
Trust boundary
The coach shows what it knows—and what still needs review.
Primary evidence exists
Claims are page-cited but still await independent editorial review.
Coverage is visible
The concept belongs in the syllabus map, but study claims are not yet complete.