Data Source Verification
v1.0.0Verify numerical data against original papers and maintain traceable provenance for every value in datasets, tables, and plots. Includes citation source mana...
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
The name/description (verify numerical data and maintain provenance) match the instructions: creating Citation_Sources/, extracting values from PDFs, populating CITATION.md, and producing audit/export outputs. There are no unrelated requirements (no cloud creds, no unrelated binaries).
Instruction Scope
SKILL.md explicitly instructs agents to download original PDFs, extract specific table/figure locations, write CITATION.md files, and generate provenance reports. Those actions are appropriate for the stated purpose, but they involve network downloads and writing/reading project files on disk — behaviour the user should expect and control.
Install Mechanism
This is instruction-only with no install spec and no bundled code; nothing will be written to disk by an installer. That limits the attack surface compared with skills that download and install binaries.
Credentials
The skill declares no environment variables, credentials, or config paths. The tasks described (PDF download, local file writes) do not require additional secrets. No disproportionate credential access is requested.
Persistence & Privilege
The skill is not always-enabled and is user-invocable. It does not request to modify other skills or system-wide settings. It will create and manage files within the project's Citation_Sources/ directory as part of normal operation.
Assessment
This skill is a coherent, instruction-only workflow: it will instruct the agent to download PDFs from the web and create local folders and CITATION.md files to record provenance. Before using it, be aware that (1) it performs network downloads — avoid giving the agent any publisher credentials or session cookies you don't want used, (2) it will write PDFs and metadata to your project directory (ensure you have appropriate storage and copyright rights for storing PDFs), and (3) the instructions rely on the agent's ability to fetch and parse PDFs (quality depends on the agent/host environment). If you want tighter control, run the workflow manually (download PDFs yourself and place them in the Citation_Sources/ folders) or restrict the agent's network/file permissions.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.
Runtime requirements
🔍 Clawdis