Agent Skills › Yuan1z0825/nature-skills › nature-literature-pipeline

nature-literature-pipeline

GitHub

自动化学术文献发现管道，通过定时任务执行多源搜索、六维评分、精读摘要、格式化推送至即时通讯工具及归档。

skills/nature-literature-pipeline/SKILL.md Yuan1z0825/nature-skills

Trigger Scenarios

需要每日自动获取最新学术论文推荐配置定时任务以自动化文献筛选和分发

Install

npx skills add Yuan1z0825/nature-skills --skill nature-literature-pipeline -g -y

More Options

Use without installing

npx skills use Yuan1z0825/nature-skills@nature-literature-pipeline

指定 Agent (Claude Code)

npx skills add Yuan1z0825/nature-skills --skill nature-literature-pipeline -a claude-code -g -y

安装 repo 全部 skill

npx skills add Yuan1z0825/nature-skills --all -g -y

预览 repo 内 skill

npx skills add Yuan1z0825/nature-skills --list

SKILL.md

Frontmatter

{
    "name": "nature-literature-pipeline",
    "license": "MIT",
    "metadata": {
        "author": "Jiahao8595",
        "hermes": {
            "tags": [
                "research",
                "literature",
                "pipeline",
                "cron",
                "automation",
                "discovery"
            ],
            "related_skills": [
                "nature-academic-search",
                "nature-citation",
                "arxiv",
                "zotero"
            ]
        }
    },
    "description": "Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival.\nCombines a configurable engine with daily cron-driven application layer. Works with Feishu, Telegram, or any messaging platform.\n"
}

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
  │   + journal quality × 15 + network relevance × 10
  │   + applied value × 10 + archival value × 10
  │
  ├─ ③ FINE READ (top 5)
  │   Abstract-level or full-text. Source level tagged:
  │   Full-text / Abstract only / Metadata only
  │
  ├─ ④ DELIVER
  │   Formatted digest to Feishu/Telegram/etc.
  │   🏅 rank | title | journal | ⭐ score | 💡 one-liner
  │   🔬 methods | 📊 key results | 🧭 commentary
  │
  └─ ⑤ ARCHIVE
      DOI/arXiv de-dup → classify → write notes → update index

Quick Start

After installing, tell your agent:

My research area is [X], keywords: [Y], deliver to [feishu group name], archive to [path]

The agent will configure keywords, delivery target, and archive path automatically.

Then set up a daily cron job:

Set up a daily literature push at 08:30 Beijing time, 30 candidates, top 5 delivered

Architecture

The skill is organized in two layers:

Layer	Purpose	Files
Engine	Scoring, classification, note templates, gap analysis	`references/scoring-system.md`, `references/gap-analysis.md`, `references/note-template.md`
Application	Daily cron pipeline, delivery formatting, archival workflow	`references/push-format.md`, `references/cron-setup.md`, `references/review-compilation-workflow.md`

Configuration

All domain-specific content is configurable:

Keywords — your research keywords (English + Chinese)
Scoring weights — adjust the six dimensions for your field
Classification rules — define your own tier system (A-E or custom)
Delivery target — Feishu group, Telegram channel, email, etc.
Archive path — local vault/wiki directory

A config template is provided in templates/literature-push-template.md.

Built-in Safeguards

Score validation: Each dimension capped, total recalculated — no 11/10 allowed
Triple de-duplication: DOI / arXiv ID / OpenAlex ID
Graceful degradation: Semantic Scholar down → auto-switch to OpenAlex + Crossref + arXiv
Read-only archive: Daily pipeline writes to raw/ literature directory only; never modifies wiki/knowledge base without user approval

Related Skills

nature-academic-search — ad-hoc literature search (complementary; this skill adds structured daily automation)
nature-citation — CNS citation export (for importing pipeline discoveries into manuscripts)
zotero — library management (for long-term organization of pipeline outputs)
arxiv — arXiv API (used as a search source)

References

Reference	Purpose
`references/scoring-system.md`	Six-dimension scoring rubric with weights, caps, and evaluation logic
`references/gap-analysis.md`	Methodology for identifying research gaps through systematic literature survey
`references/note-template.md`	Standardized literature note format with YAML frontmatter
`references/push-format.md`	Daily digest message template with field guidelines and example
`references/cron-setup.md`	Cron job creation, verification, and manual fallback procedures
`references/review-compilation-workflow.md`	End-to-end workflow for concentrated literature review writing