sciverse-academic-retrieval SKILL.md skillA

sciverse-academic-retrieval from opendatalab/sciverse-agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add opendatalab/sciverse-agent-tools/sciverse-academic-retrieval@v1.0.1

Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
opendatalab/sciverse-agent-tools
Path
clawhub/SKILL.md
Versions recorded
12
Latest version
v1.0.1, committed Nov 2, 2026
First version recorded
Aug 14, 2026
Size
9,793 bytes
Repository stars
129
License
a license file GitHub does not identify

Sciverse academic paper retrieval: metadata search across papers, authors, sources and patents, semantic chunk retrieval for RAG, and character-range content reading (offsets in Unicode code points). For agent workflows that need citation-grade scientific literature.

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

# academic-retrieval

Sciverse academic paper retrieval: metadata search across papers, authors, sources and patents, semantic chunk retrieval for RAG, and character-range content reading (offsets in Unicode code points). For agent workflows that need citation-grade scientific literature.

## When to use

Trigger this skill when the user's request involves any of:

- Locating academic papers by structured criteria (authors, year, journal, subjects)
- Grounding answers in paper excerpts (RAG / citations)
- Expanding the original text around a known doc_id (more text before/after a chunk)

## Authentication

This skill requires the `SCIVERSE_API_TOKEN` environment variable
(obtain from https://sciverse.space). Optionally set `SCIVERSE_BASE_URL`
to override the default API base URL.

## Tools

### search_metadata
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add opendatalab/sciverse-agent-tools/sciverse-academic-retrieval@sha256:3a9b72101fd4a4d1

The line at the top of this page pins the label v1.0.1, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7m7ltjgtegx75lb3.svg)](https://markdownregistry.com/a/art_7m7ltjgtegx75lb3)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 12 versions of this file, between Aug 14, 2026 and Nov 2, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
v1.0.1 latest2026-11-02 ee6983d 9,793 BA view · diff
v1.0.02026-10-30 8e77567 9,793 BA view · diff
v0.15.12026-10-30 139d0ed 9,794 BA view · diff
v0.15.12026-10-23 d015298 9,354 BA view · diff
v0.15.02026-10-23 42fa277 9,354 BA view · diff
v0.14.42026-10-23 a1d50ca 9,354 BA view · diff
v0.14.32026-09-20 5246a81 9,354 BA view · diff
v0.14.22026-09-11 21ac825 9,354 BA view · diff
v0.14.12026-09-11 703eda7 9,354 BA view · diff
v0.14.12026-09-10 7ac95b3 9,278 BA view · diff
v0.14.02026-09-10 b7c035e 9,278 BA view · diff
v0.14.02026-08-14 a3a23a6 8,819 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9793 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

GitHub

opendatalab/sciverse-agent-tools · 129 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7m7ltjgtegx75lb3
GET https://markdownregistry.com/api/v1/resolve?ref=opendatalab/sciverse-agent-tools/sciverse-academic-retrieval
GET https://markdownregistry.com/api/v1/blob/3a9b72101fd4a4d142d86a683680769ba7cac8356914f7b01ef3bd7a358cf450

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.

More from opendatalab/sciverse-agent-tools

sciverse SKILL.md skill
opendatalab/sciverse-agent-tools · skill-claude-code/skills/sciverse/SKILL.md · Use when the user needs academic paper retrieval — searching scientific literature and patent/author/source metadata…
git:20261030.139d0ed · audit A · 129 stars

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