ClawHub

Empirical paper analysis

v1.0.0

Analyzes empirical law and economics papers by systematically evaluating problems, empirical challenges, identification strategies, key findings, and academi...

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by@zhouziyue233
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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Benign
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Benign
high confidence
✓
Purpose & Capability
Name and description claim a structured empirical-paper analysis workflow; the skill is instruction-only and requires only a PDF and publication metadata — exactly what such a skill needs. There are no unrelated environment variables, binaries, or installs requested.
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Instruction Scope
SKILL.md directs the agent to read the provided PDF, extract research questions, empirical challenges, identification strategies, results, and contributions. It does not instruct the agent to read unrelated system files, access external endpoints, or exfiltrate credentials. The step-by-step workflow and output template are narrowly scoped to paper analysis.
✓
Install Mechanism
No install specification or code files are included (instruction-only). Nothing will be downloaded or written to disk by the skill itself, which minimizes install-time risk.
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Credentials
The skill declares no required environment variables, credentials, or config paths. The instructions reference only the input PDF and publication metadata — proportional to the stated task.
✓
Persistence & Privilege
always is false and there is no indication the skill requests persistent system-level privileges or modifies other skills. disable-model-invocation is false (normal platform default allowing autonomous use), but that is not excessive here given the harmless scope.
Assessment
This skill appears coherent and low-risk in terms of requested access and installation. Before installing, consider: (1) privacy — you must upload full papers (PDFs) and possibly unpublished or confidential data; avoid uploading anything sensitive you would not want processed by the agent. (2) autonomous use — the skill can be invoked by the agent (platform default); if you want to restrict automatic runs, review agent invocation settings before enabling. (3) output/publication — the skill will produce structured analyses that may include quoted text or numeric results from the PDF, so confirm you are comfortable with where those outputs are stored or forwarded by your agent/platform. If you need stronger guarantees about data handling, ask the skill author for details on retention, logging, or run-time endpoints before installing.

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.
Termshttps://spdx.org/licenses/MIT-0.html

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