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Related Works Report from Paper MDs
by
Dehao Huang
· GitHub ↗
· v1.0.0
· MIT-0
116
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Install in OpenClaw
/install related-works-report-from-paper-mds
Description
Build a related-works report from one or more paper markdown files by extracting Related Works sections, resolving cited papers, deduplicating references, re...
Usage Guidance
This skill appears coherent and implements what it claims. Before running: pick a WORKDIR you control (the skill will create and write multiple artifacts there); avoid putting secrets into the paper markdowns (their titles/text will be sent to Tavily for matching); understand that Tavily is the only search provider the workflow will use (no fallback) so runs may be partial if Tavily is unavailable; the included scripts contact arxiv.org to fetch abstracts (normal for this task). No credentials are requested and there are no hidden network endpoints in the bundled code.
Capability Analysis
Type: OpenClaw Skill
Name: related-works-report-from-paper-mds
Version: 1.0.0
The skill bundle implements a legitimate workflow for generating academic 'Related Works' reports from paper markdown files. It uses a structured pipeline involving citation extraction, deduplication, and metadata retrieval from arXiv via Tavily and local helper scripts. The Python scripts (e.g., `fetch_arxiv_abs.py` and `build_final_related_works_report.py`) are focused on their stated tasks, and the web-fetching logic includes a domain check to restrict requests to `arxiv.org`, mitigating SSRF risks. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found.
Capability Assessment
Purpose & Capability
Name/description match the included assets: SKILL.md describes extraction, deduplication, and abstract lookup; the repo includes parsing and assembly scripts that implement those tasks. There are no unrelated binaries, env vars, or config paths requested.
Instruction Scope
Instructions stay within the stated workflow: read provided paper markdowns, write all artifacts under a user-selected WORKDIR, run title-to-arXiv matching via Tavily, and use local helper scripts to fetch and render abstracts. Two notes: (1) the SKILL mandates 'Tavily-only' for title lookups and 'no fallback' — this is a functional constraint (not a covert action) but may result in partial results if Tavily fails; (2) using Tavily (an external MCP/search) means paper titles (and any text included in queries) will be sent to that third party for matching — expected for this task but worth user awareness.
Install Mechanism
No install spec — instruction-only skill with bundled helper scripts. No downloads or archive extraction. The included Python scripts are small, readable, and operate locally or contact arXiv; nothing is written to disk outside the user-specified WORKDIR per the instructions.
Credentials
The skill requests no environment variables or credentials (proportionate). Caveat: the workflow depends on a third-party service (Tavily) for title->arXiv matching; while the skill doesn't request secrets, using Tavily will transmit titles/queries to that service. The included fetch script contacts only arxiv.org for canonical abstracts/metadata.
Persistence & Privilege
always is false, autonomous invocation is allowed (platform default). The skill does not request permanent system-wide privileges or modify other skills/config. It writes only into the chosen WORKDIR.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install related-works-report-from-paper-mds - After installation, invoke the skill by name or use
/related-works-report-from-paper-mds - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial publish.
Metadata
Frequently Asked Questions
What is Related Works Report from Paper MDs?
Build a related-works report from one or more paper markdown files by extracting Related Works sections, resolving cited papers, deduplicating references, re... It is an AI Agent Skill for Claude Code / OpenClaw, with 116 downloads so far.
How do I install Related Works Report from Paper MDs?
Run "/install related-works-report-from-paper-mds" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Related Works Report from Paper MDs free?
Yes, Related Works Report from Paper MDs is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Related Works Report from Paper MDs support?
Related Works Report from Paper MDs is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Related Works Report from Paper MDs?
It is built and maintained by Dehao Huang (@red0orange); the current version is v1.0.0.
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