nature-literature-pipeline SKILL.md skillA
nature-literature-pipeline from yuan1z0825/nature-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yuan1z0825/nature-skills/nature-literature-pipeline@git:20260803.8b53e9cPins git:20260803.8b53e9c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yuan1z0825/nature-skills
- Path
skills/nature-literature-pipeline/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260803.8b53e9c, committed Aug 3, 2026
- First version recorded
- Jun 29, 2026
- Size
- 4,770 bytes
- Repository stars
- 52,651
- License
- Apache-2.0
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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]
```
…Read the whole file at its exact version.
How to install
mdr add yuan1z0825/nature-skills/nature-literature-pipeline@sha256:1dcaa692457ec9c2The line at the top of this page pins the label git:20260803.8b53e9c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_v5a45qf64fviiuey)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 29, 2026 and Aug 3, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260803.8b53e9c latest | 2026-08-03 | 8b53e9c | 4,770 B | A | view · diff |
| v1.0.0 | 2026-07-28 | 7fa208e | 4,783 B | A | view · diff |
| v1.0.0 | 2026-06-29 | 35fee44 | 4,788 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4770 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yuan1z0825/nature-skills · 52,651 stars · license Apache-2.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_v5a45qf64fviiuey GET https://markdownregistry.com/api/v1/resolve?ref=yuan1z0825/nature-skills/nature-literature-pipeline GET https://markdownregistry.com/api/v1/blob/1dcaa692457ec9c2be409cb7777f834a2db833788b2e9b680baf0e961126b01a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.