cyberneticlibrary

Track Latest AI Research Papers

arxiv-watcherskillsetup L21
Daisybastioned440/lite-research-agents
What it does

Monitor arXiv paper feeds for research topic of interest and alert on new preprints matching user criteria

Best for

Researcher staying current on rapid-moving fields (ML, quantum, NeurIPS-era AI) without manual arXiv.org browsing.

Inputs
  • · arXiv category/subcategory filters (cs.AI, physics.quant-ph, etc.)
  • · Keyword or semantic search queries
  • · Alert frequency (daily, weekly digest)
Outputs
  • · Email or Slack digest of matching papers
  • · Structured metadata (title, authors, abstract, submission date)
  • · Optional: AI summary or relevance scoring per paper
Requires
  • · arXiv API (arxiv.org/api/query)
  • · Email or Slack webhook for notifications
  • · Semantic search / embedding model (optional, for relevance ranking)
Preconditions
  • · arXiv API access (rate-limited to ~3 requests/sec, documented)
  • · Notification service endpoint (email, Slack, Telegram)
  • · Cron or cloud scheduler for periodic polling
Failure modes
  • · Keyword-only search overly broad (thousands of papers per day)
  • · arXiv API rate limit hit if checking too frequently
  • · False positives from keyword ambiguity (e.g. 'agent' matches agents + insurance agents)
  • · Submission latency (papers appear 1-2 days after upload) may delay notifications
  • · Archived papers removed from arXiv not tracked
Trust signals
  • · Direct arXiv API integration (no scraping, official access)
  • · Category/subcategory filtering reduces noise
  • · Semantic search optional for relevance ranking (embedding models)