Related Works Report from Paper MDs
v1.0.0Build a related-works report from one or more paper markdown files by extracting Related Works sections, resolving cited papers, deduplicating references, re...
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byDehao Huang@red0orange
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & 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.
Assessment
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.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.
