update data/maze_cases_v2.parquet

data: add school_rounds_kb.json - 678 schools ED/EA/ED2 round availability from 查校列表2025-2026

feat: add public university rubric (UNC/UT Austin)

Update data/school_refs_kb.json: multi-turn dialog + clarify + new KB + planning mode

Update data/admission_cases_kb.json: multi-turn dialog + clarify + new KB + planning mode

Update data/ec_guide_kb.json: multi-turn dialog + clarify + new KB + planning mode

Add summer_program_scores.json (per-case activity scores)

Add meiben feeder school KB + summer program DB (v1.0)

Add ps_distillation_kb_v4.json: 3-tier PS analysis (T10/T15/T20-30)

Add ps_distillation_kb_v4.json: 3-tier PS analysis (T10/T15/T20-30)

ps_distillation_kb.json v3.1: Grok semantic theme merging

ps_distillation_kb.json v3.1: Grok semantic theme merging

ps_distillation_kb.json v3.0: Grok 4.20 batch analysis of 158 Top15/20 cases

Add ps_distillation_kb.json v2.0: 158 Top15/20 cases distilled

Add ps_distillation_kb.json v2.0: 158 Top15/20 cases distilled

Add ps_distillation_kb.json v2.0: 158 Top15/20 cases aggregated from 11 Claude batches

Add ps_distillation_kb.json: 158 Top15/20 cases + writing guides distilled

Add complete Harvard rubric: 11 casebook cases + full reading process manual (SFFA v. Harvard exhibits DX024 + P633)

Update Stanford rubric v2: two complete FERPA cases + actual application materials (Hongsheng Tan RD2025 + Alina Zhang REA2025)

Upload blog_cards_all.json (4376 cards from v4 distillation)

Add Stanford+Harvard reverse-engineered rubric

Add KB: data/yale_podcast_excerpt.json

Add KB: data/geili_index.json

Add KB: data/competition_index.json

Add KB: data/caspar_rubric.json

Add activity_hybrid_vectors.json to knowledge base

Add maze_activities.parquet to knowledge base

Add major_activity_index.json: activities by major area

Add activity_index.json: admitted student activities by school

Add admission_stats.json: 198 schools, 939 MAZE cases

Phase 6: Add geili_index + red_flags knowledge bases

Phase 6: Add geili_index + red_flags knowledge bases

Deploy Planning Agent Pro v1.0

Deploy Planning Agent Pro v1.0

Deploy Planning Agent Pro v1.0

Deploy Planning Agent Pro v1.0