Autonomous curator for Source Library. Discover, evaluate, and import historical texts from digital archives. Assigns books to collections. Outputs batch import scripts for efficient acquisition.
Batch process books through the complete pipeline - generate cropped images for split pages, OCR all pages, then translate with context. Use when asked to process, OCR, translate, or batch process one or more books.
Load context for pipeline, cron, Lambda, OCR, and translation work. Use when starting any pipeline monitoring, debugging, or processing task.
Autonomous curator for Source Library - discover, evaluate, and import historical texts in alchemy, Hermetica, Kabbalah, Rosicrucianism, and early modern knowledge. Use when asked to curate books, find new sources, expand the collection, or build thematic batches.
Populate a collection page with editorial content — expanded description, highlighted books, gallery images, sourced quotes. Also audits existing collections for staleness, broken links, and missing content. Use when a collection exists but needs its content built out, or when auditing collection quality.
Run OCR and translation quality evaluations across scripts and languages. Produces research-grade reports with MCR, cross-model agreement, embedding-space hallucination detection, and corpus readiness scores.
Quick canon + pipeline health check. Use when asked "how's it going?", "status?", "how's the db?", or any quick health check. Lighter than /progress — focuses on mission metrics, not job debugging.
Check pipeline processing progress — all phases including OCR, translation, image extraction, enrichment, and more. Shows real page-level verification, not just job counters. Use when asked "how's it going?", "progress?", "status?", "now?", or any progress check.