scholar-monitor
Current-awareness literature monitoring for social sciences. Tracks new publications from top journals (ASR, AJS, Demography, Social Forces, NHB, NCS, Science Advances, APSR, PNAS), preprint servers (arXiv cs.CL for LLM research, cs.CY for computational social science, econ.GN), and custom author/keyword watchlists. Delta-based and /loop-safe: each invocation fetches only papers published since the last tick, groups them by user-defined category, generates 2–3 sentence LLM summaries of title+abstract, and auto-ingests into the scholar-knowledge graph. Delivers digests to the user's phone via Telegram (using the existing MCP channel) or ntfy.sh push, optionally email over SMTP — with a file-based audit trail always written to output/monitor/. Modes: default fetch (all due enabled sources), targeted fetch (source_id argument), all (force-fetch all enabled), preview (dry-run — show what would fetch without network calls), init, list, status, add, remove, configure delivery, digest. Designed for /loop (e.g., '/loop 24h /scholar-monitor arxiv-llm' or '/loop 7d /scholar-monitor'). Fully idempotent: cadence_days filter drops redundant ticks. State persisted in ~/.claude/scholar-monitor/ (configurable via SCHOLAR_MONITOR_DIR). Works alongside scholar-lit-review (retrospective reviews) and scholar-knowledge (knowledge graph accumulation).
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