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nature-literature-pipeline

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.

skills/nature-literature-pipeline/SKILL.md

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codex-skills Repository topic
nature Repository topic
nature-skills Repository topic
research Derived category

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README.mddoc · 2,111 bytes
README_EN.mddoc · 2,340 bytes
SKILL.mdcore · 4,770 bytes
SKILL.mdcore · 4,770 bytes
agents/openai.yamlasset · 273 bytes
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references/cron-setup.mdruns · 2,820 bytes
references/gap-analysis.mdruns · 2,442 bytes
references/note-template.mdruns · 4,793 bytes
references/push-format.mdruns · 3,525 bytes
references/review-compilation-workflow.mdruns · 4,602 bytes
references/scoring-system.mddoc · 2,503 bytes
templates/literature-push-template.mdruns · 5,009 bytes

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# Nature Literature Pipeline

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 scoring: topic match × 35 + methodology × 20