Cross-NPA comparison engine for Thai distressed properties. Finds comparable NPA properties by GPS proximity, computes area benchmarks (median/p25/p75), and returns type-specific comparison results (condo, land, house, commercial). Condos additionally use…
NPA property alert system. Scans ALL provider databases (LED, SAM, BAM, JAM, KTB, KBANK) for newly added properties, price drops, best deals, properties near BTS/MRT, and upcoming auctions. Can generate daily reports and run on schedule.
Run structured analysis (financial, property, data) using the hybrid ralph pattern. Decomposes research questions into parallel investigation tracks with verification.
Team lead skill that decomposes a feature, defines shared contracts, coordinates Agent Teams (creative track) and Ralph loops (mechanical track).
Generate a structured PRD with user stories from a feature description. Interviews the user, then outputs prd.json.
Run the autonomous ralph loop for mechanical stories. Iterates with fresh context until all tasks pass.
Delegate research to Ada (stocks agent) that serves both NPA property analysis and her investment research. Use when NPA-guy needs macro data, bank NPL trends, developer sector health, REIT yields, rate decisions, or any financial/market context that Ada…
Knowledge base and knowledge graph for NPA property intelligence with temporal tracking. Every ingestion records category, area, source, and auto-calculated expiry. Powered by LightRAG (vector + graph) + kb_metadata table for freshness management.