Research Pipeline
v1.0.0Automated literature research pipeline for Chopin's academic work. Combines arXiv search, paper summarization, and Obsidian note-taking into a single workflo...
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byChopin@shaopanguo
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
medium confidencePurpose & Capability
Name and description (arXiv search → summarize → save to Obsidian → report) match the SKILL.md workflow and the included research-topics file. Nothing in the skill requests unrelated binaries, installs, or surprising capabilities.
Instruction Scope
Instructions are narrowly scoped to: read the included research-topics.md, call the arxiv and paper-summarize-academic skills for results, create notes with the obsidian skill, and send a digest via Feishu. The skill does instruct sending data to an external messaging endpoint (Feishu) and creating notes in Obsidian — expected for its purpose, but these are external actions that will transmit research content outside the agent unless the environment/other skills restrict them.
Install Mechanism
No install spec and no code files — lowest-risk model for on-disk behavior. The skill only contains instructions and a small local reference file.
Credentials
The skill itself declares no required credentials or env vars; however it depends on other runtime skills (obsidian, Feishu, arxiv, summarizer) that typically require credentials or network access. The lack of declared credentials is not necessarily incorrect for an instruction-only delegating skill, but you should confirm the specific integrations that will be used have appropriate, minimal permissions.
Persistence & Privilege
Does not request always:true or any system-wide persistence. It references a workspace file included in the bundle and asks to be triggered by cron, which is an external scheduling detail rather than a privilege escalation.
Assessment
This skill appears coherent and does what it says: it automates arXiv searches, summarizes papers, writes Obsidian notes, and posts a digest to Feishu. Before installing, verify: (1) which implementations of the referenced skills (obsidian, Feishu, arxiv, paper-summarize-academic) your agent will call and what credentials they require; (2) that Feishu posting is acceptable for sending research content externally; (3) that the Obsidian integration only writes to the intended vault/path; and (4) whether you want the pipeline to run automatically on a cron (automated posting can leak content if misconfigured). If you need higher assurance, inspect the actual implementations of the delegated skills (their env requirements and network endpoints) before enabling automated triggers.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.