ClawAudit verdict

semanticscholar-skill

88
🟢 Trusted
Low risk — reviewed by ClawAudit, behavior matches stated purpose

The skill uses the Semantic Scholar API for searching academic papers and related tasks without malicious intent.

⚠ Flagged for review — coarse, uncorroborated signal, not a confirmed exploit. Review the config yourself before installing.

Automated static analysis — not a human review. ClawAudit flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

78
security
70
transparency
70
maintenance

Permission integrity

Accesses agent memory/configuration files

agent_memory

Findings (2)

Pattern match high

Pipe to python — executes piped content as Python code

README_CN.md · prose · downgraded · | Python

Pattern match low

Python os.environ.get — reads environment variable

s2.py · prose · downgraded · os.environ.get(

Permissions & capabilities

Requires 1 environment variable. (1 sensitive: S2_API_KEY). Requires 1 system binary.

agent_memory

Is this flag fair?

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