Everything here is built from public-domain primary sources. No coaching notes, no paraphrased summaries. Waitlist members get early access to the Polity CKG when it opens.
Built and published. No waitlist required.
Full rubric scores (9 dimensions, 1–5, evidence-backed) for all 11 key GS books — the books aspirants actually use. Two full reviews published; the rest in summary. The same yardstick we grade our own work on.
The full rubric we use for both the competitor reviews and our own books — published openly so you can evaluate any UPSC resource yourself. Includes the calibration note on D1 (declared-scope scoring, not full-paper scoring).
The first CKG cluster: 41 Fundamental Rights nodes, typed prerequisites, source anchors (Constitution articles + landmark judgments), PYQ yield. Shows the graph's #1 recommendation vs a flat yield list — and why they differ.
~15 clusters covering all of Laxmikanth's terrain — but as a traversable graph with typed edges, source anchors, and a depth ladder from L1 (90-second summary) to L5 (model Mains answer with annotated reasoning). In progress.
Each chapter of the Economic Survey, re-projected at three registers — Prelims snapshot (L2), Mains analysis (L4), model answer (L5). Source-anchored to the actual Survey paragraphs. No paraphrase.
60 graded case studies with model answers (annotated reasoning) and a self-scoring rubric — built from 2nd ARC, Nolan Principles, and the GS-IV PYQ corpus. The standalone practice bank the market has been buying test-series to get.
First to open: the FR Cluster (Fundamental Rights, 41 nodes) — the proof-of-concept that makes the graph's value visible. Free access for waitlist members. One email when it opens.