EGClasses keeps every article ready for UPSC mains and prelims with SSC overlap notes only where they add recall.
Theme slicing: Split Budget/Survey into micro-themes: growth, inclusion, climate, digital public infra, agri/value chains, external. For each theme, produce: (1) one mini-chart, (2) six bullets (problem, measure, outcome), (3) one forward line.
Chart discipline: Bar or line with 3–4 data points max. Label source and year. EGClasses suggests pre-drawing axes; drop numbers in 30 seconds during the exam.
Bullets structure: Issue → Government measure → Expected outcome → Risk → Example/scheme → One SSC-style stat (kept short). This keeps recall high without bloating analysis.
Retention loop: After each PDF session, draft a 120-word GS3 paragraph using the chart you just made. Next day, reuse the chart in a different question to test flexibility.
Interview tie-in: Convert two bullets into a conversational answer: “India is balancing growth with capex-led push; to sustain, we need X (reform) + Y (monitoring).” EGClasses mock panels often probe this.