ClawAudit verdict

opg

openpapergraph

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

An academic literature discovery CLI that searches arXiv, DBLP, Semantic Scholar, and Google Scholar using public APIs; reads local PDF files and exports to standard formats — legitimate research tooling.

⚠ 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.

0
security
40
transparency
70
maintenance

Permission integrity

Performs file operations but does not declare file-accessing binaries

file_read

Code accesses API keys/tokens but declares no environment variables

credential_access

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (6)

Pattern match critical

Possible hardcoded credential

README_CN.md · code · API_KEY="your_key_here

Pattern match high

Pipe to python — executes piped content as Python code

install.sh · prose · downgraded · | python3

Pattern match high

<script> tag in markdown — potential code injection

services/html_export.py · prose · downgraded · <script>

Pattern match low

Python os.environ.get — reads environment variable

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

Pattern match low

Popular HTTP library — network access

services/graph_builder.py · prose · downgraded · got

Pattern match low

Python httpx request — network access

services/html_export.py · prose · downgraded · httpx.get(

Permissions & capabilities

No declared permissions — minimal attack surface.

package_installcredential_accessfile_read

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