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Sci Download

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ShZhao27208
sci-download

学术论文 PDF 下载。支持 8 个数据源:Elsevier、Springer Nature、IEEE Xplore、 arXiv、Unpaywall、Semantic Scholar、PubMed Central、知网(CNKI)。 自动根据 DOI 前缀路由到对应数据源,未知 DOI 自动尝试 Unpaywall → Semantic Scholar。

Overview

PublisherShZhao27208
RepositoryAut_Sci_Write
Skill namesci-download
Stars
211
Forks
28
Bundled files
12
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 12 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by ShZhao27208 on GitHub. Read the source before you install it.

Installation

Install the Sci Download AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-download
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ShZhao27208/Aut_Sci_Write.git /tmp/Aut_Sci_Write
mkdir -p .claude/skills
cp -r /tmp/Aut_Sci_Write/skills/sci-download .claude/skills/sci-download
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Sci Download in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Sci Download on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Sci Download is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Sci-Download — Unified Paper Download Skill

Academic paper PDF download tool with intelligent DOI routing across 8 sources.

Trigger Phrases

  • "下载这篇论文 10.1038/s41586-023-06600-9"
  • "download paper by DOI"
  • "从 arXiv 下载 2301.07041"
  • "下载知网论文"

Capabilities

SourceTypeAuthCoverage
Elsevier/ScienceDirectAPIAPI KeyElsevier journals
Springer NatureAPIAPI KeySpringer/Nature OA
IEEE XploreAPIAPI KeyIEEE/IET
arXivDirectNonePhysics/CS/Math preprints
UnpaywallAPIEmail onlyAny DOI → OA version
Semantic ScholarAPINoneCross-source OA aggregation
PubMed CentralDirectNoneBiomedical OA
CNKI (知网)FSSO/WebVPNUniversity accountChinese journals/theses

Auto-Routing

The CLI automatically selects the source based on identifier format:

10.1016/... → Elsevier
10.1038/... → Springer Nature
10.1007/... → Springer Nature
10.1109/... → IEEE Xplore
2301.07041  → arXiv
PMC1234567  → PubMed Central
12345678    → PubMed (PMID)
中文关键词   → CNKI
Other DOI   → Unpaywall → Semantic Scholar (waterfall)

Usage

Main script: ./sci_download.py

bash
# Auto-route by DOI prefix
python skills/sci-download/sci_download.py "10.1038/s41586-023-06600-9"

# Download arXiv paper (auto-detected)
python skills/sci-download/sci_download.py "2301.07041"

# Force a specific source
python skills/sci-download/sci_download.py "10.1021/acs.nanolett.3c00123" --source unpaywall

# Search papers (requires --source)
python skills/sci-download/sci_download.py --search "perovskite solar cells" --source semantic_scholar --limit 5

# Search arXiv
python skills/sci-download/sci_download.py --search "large language model" --source arxiv --limit 5

# Show config and API key status
python skills/sci-download/sci_download.py --status

# Custom output directory
python skills/sci-download/sci_download.py "2301.07041" --output-dir ./papers

Configuration

API keys are stored in the unified ~/.aut_sci_write/.env (auto-created on first use). Non-secret settings (school, output_dir, proxy) are in ~/.aut_sci_write/sci-download/config.json.

Set API Keys

Edit ~/.aut_sci_write/.env directly or use the config helper:

bash
cd skills/sci-download
python -c "from config import update_config; update_config('elsevier_api_key', 'YOUR_KEY')"
python -c "from config import update_config; update_config('springer_api_key', 'YOUR_KEY')"
python -c "from config import update_config; update_config('ieee_api_key', 'YOUR_KEY')"
python -c "from config import update_config; update_config('unpaywall_email', 'you@email.com')"

Key Sources

ServiceURLNotes
Elsevierhttps://dev.elsevier.com/Free, Article Retrieval API
Springerhttps://dev.springernature.com/Free, OA only
IEEEhttps://developer.ieee.org/Free tier
UnpaywallN/AJust provide email

Free Sources (no key needed)

  • arXiv, Semantic Scholar, PubMed Central

CNKI Setup

bash
python skills/sci-download/cnki_download.py set-mode fsso
python skills/sci-download/cnki_download.py status
# Login at https://fsso.cnki.net → export cookies → save to ~/.aut_sci_write/webvpn_cookies.json

Dependencies

requests, pycryptodome, beautifulsoup4

© License & Copyright

Aut_Sci_Write — Autonomous Scientific Writer

  • Author: Shuo Zhao
  • License: MIT License
  • Copyright: © 2026 Shuo Zhao. All rights reserved.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Sci Download AI skill do?

学术论文 PDF 下载。支持 8 个数据源:Elsevier、Springer Nature、IEEE Xplore、 arXiv、Unpaywall、Semantic Scholar、PubMed Central、知网(CNKI)。 自动根据 DOI 前缀路由到对应数据源,未知 DOI 自动尝试 Unpaywall → Semantic Scholar。

Why use Sci Download on TypingMind?

Because you install it once and use it with any model. Sci Download is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Sci Download in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-download. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Sci Download?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Sci Download?

As many as you like. As long as a model supports skills, you can use Sci Download with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Sci Download AI skill free?

Yes. It is published on GitHub by ShZhao27208 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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