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Install in OpenClaw
/install paper-parser
Description
Parse academic papers and research documents from PDF using MinerU. Extracts structured content including title, abstract, sections, figures, tables, formula...
Usage Guidance
This skill appears coherent for parsing academic PDFs with MinerU. Before installing, verify the npm package name and the GitHub repo (https://github.com/opendatalab/MinerU-Ecosystem) match the vendor/site (https://mineru.net), inspect the repo or package code if possible, and limit the MINERU_TOKEN scope (create a dedicated token). Install the CLI in a controlled environment, and avoid supplying unrelated or high-privilege credentials. If you rely on sensitive documents, consider testing on non-sensitive PDFs first to confirm outputs and behavior.
Capability Analysis
Type: OpenClaw Skill
Name: paper-parser
Version: 0.4.0
The paper-parser skill is a legitimate tool designed to extract structured content from academic PDFs using the MinerU API (mineru.net). It provides instructions for the agent to use the 'mineru-open-api' CLI tool, requiring a user-provided API token (MINERU_TOKEN). The skill's behavior, installation steps via npm/Go, and metadata are consistent with its stated purpose of document processing, and no malicious patterns or prompt-injection attacks were detected in SKILL.md.
Capability Assessment
Purpose & Capability
The name/description (paper parsing via MinerU) matches the declared binary (mineru-open-api), the declared primary env var (MINERU_TOKEN), and the documented CLI commands.
Instruction Scope
SKILL.md only instructs use of the mineru-open-api CLI (extract/auth/crawl) on PDFs and URLs; it does not direct the agent to read unrelated files, secrets, or system config.
Install Mechanism
Install options are standard: npm package and a Go install from a GitHub repo. No downloads from untrusted URLs, no archives/extract steps are present in the spec.
Credentials
Only one credential (MINERU_TOKEN) is required and is appropriate for an authenticated API/CLI. No unrelated secrets, config paths, or broad credential requests are present.
Persistence & Privilege
The skill is not forced-always, does not modify other skills, and its runtime behavior is limited to invoking the mineru-open-api CLI; autonomous invocation is allowed but is the platform default.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install paper-parser - After installation, invoke the skill by name or use
/paper-parser - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.4.0
SEO: expand description for better ClawHub vector search discovery
v0.3.0
Rollback to original version
v0.2.1
SEO optimization v0.2.1
v0.2.0
SEO optimization v0.2.0
v1.0.1
Minor update
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Paper Parser?
Parse academic papers and research documents from PDF using MinerU. Extracts structured content including title, abstract, sections, figures, tables, formula... It is an AI Agent Skill for Claude Code / OpenClaw, with 196 downloads so far.
How do I install Paper Parser?
Run "/install paper-parser" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Paper Parser free?
Yes, Paper Parser is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Paper Parser support?
Paper Parser is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Paper Parser?
It is built and maintained by mzlzyCA (@mzlzyca); the current version is v0.4.0.
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