sciverse SKILL.md skillA

sciverse 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@git:20261030.139d0ed

Pins git:20261030.139d0ed 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
skill-claude-code/skills/sciverse/SKILL.md
Versions recorded
2
Latest version
git:20261030.139d0ed, committed Oct 30, 2026
First version recorded
Oct 23, 2026
Size
12,989 bytes
Repository stars
129
License
a license file GitHub does not identify

Use when the user needs academic paper retrieval — searching scientific literature and patent/author/source metadata, finding paper chunks for RAG-style citations, or expanding original text around a known paper offset. Provides six Sciverse tools (search_metadata, semantic_search, list_catalog, list_paper_relations, read_content, get_resource) via the sciverse-mcp-server MCP server.

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

# Sciverse — Academic Paper Retrieval

Retrieval skill for the Sciverse open platform. Exposes six tools
for working with scientific literature: field introspection,
metadata search across papers, authors, sources and patents, semantic chunk retrieval for RAG,
citation / reference pagination, character-range content reading, and
figure / table image fetching.

## 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 an answer in paper excerpts (RAG / citations)
- Expanding the original text around a known doc_id (more text before/after a chunk)

Do NOT use this skill for general web search, news, or non-scientific content —
the supported collections are papers, authors, sources, and patents.

## Prerequisites

This skill is a thin wrapper around the `sciverse-mcp-server` MCP server.
Before invoking any tool, ensure the server is reachable:

1. Obtain an API token from https://sciverse.space and export it
   (or run `sciverse auth login`, which saves it to
   `~/.sciverse/credentials.json`):

   ```bash
   export SCIVERSE_API_TOKEN=sv-...
   ```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add opendatalab/sciverse-agent-tools/sciverse@sha256:5784913ffd39ef2d

The line at the top of this page pins the label git:20261030.139d0ed, 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_jpptxusm6rzhp5rm.svg)](https://markdownregistry.com/a/art_jpptxusm6rzhp5rm)

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

Versions

The registry has recorded 2 versions of this file, between Oct 23, 2026 and Oct 30, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261030.139d0ed latest2026-10-30 139d0ed 12,989 BA view · diff
git:20261023.ef165ae2026-10-23 ef165ae 12,492 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 (12989 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_jpptxusm6rzhp5rm
GET https://markdownregistry.com/api/v1/resolve?ref=opendatalab/sciverse-agent-tools/sciverse
GET https://markdownregistry.com/api/v1/blob/5784913ffd39ef2d29618b680563c9dc60d226eb0b1343d953c091ebfb4edc93

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.

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opendatalab/sciverse-agent-tools · clawhub/SKILL.md · Sciverse academic paper retrieval: metadata search across papers, authors, sources and patents, semantic chunk…
v1.0.1 · audit A · 129 stars

Every file in opendatalab/sciverse-agent-tools

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