← ClaudeAtlas

nature-literature-pipelinelisted

Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines a configurable engine with daily cron-driven application layer. Works with Feishu, Telegram, or any messaging platform.
szzjayson25-hub/nature-academic-skills · ★ 0 · Data & Documents · score 73
Install: claude install-skill szzjayson25-hub/nature-academic-skills
# Nature Literature Pipeline ## Additional configured journals For Applied Soft Computing (ASC), Engineering Applications of Artificial Intelligence (EAAI), ISA Transactions, Knowledge-Based Systems (KBS), Measurement, Neurocomputing, or IEEE Transactions on Reliability, use `../nature-shared/journal-formats/index.md` to resolve the exact journal. Treat a source journal as metadata: preserve the source’s facts and structure. Load submission constraints only when target formatting or fit is requested. Keep this skill’s original source-processing workflow. ## ESWA journal context Recognize Expert Systems with Applications (`ESWA`, `Expert Syst. Appl.`) as the same journal, case-insensitively; distinguish similarly named titles. Apply an ESWA venue filter only when the user requests it; verify full journal identity in metadata and preserve the existing discovery/delivery scope. Only if journal fit or submission requirements are requested, read `../nature-shared/journal-formats/eswa.md`; otherwise keep this workflow source-oriented without loading submission rules. A complete, production-tested automated literature pipeline. Not just "search for papers" — it's a structured engine that scores, classifies, reads, delivers, and archives research papers daily. ## What It Does ``` Cron (daily trigger, e.g. 08:30) │ ├─ ① SEARCH (30 candidates) │ arXiv / OpenAlex / Crossref / Semantic Scholar (auto-degradation) │ ├─ ② COARSE FILTER (30 → 5) │ Six-dimension scorin