Caveat verdict

scholargraph

88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.

Academic literature toolkit searching multiple scholarly databases with optional API keys; all network calls target legitimate academic data sources.

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

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

5
security
80
transparency
80
maintenance

Findings (8)

Pattern match critical

Possible hardcoded credential

SKILL.md · code · API_KEY="your-api-key

Pattern match high

<script> tag in markdown — potential code injection

graph-viz/scripts/html-generator.ts · prose · downgraded · <script

Pattern match medium

Dynamic import() — loads module at runtime

cli.ts · prose · downgraded · import('

Pattern match medium

Uses exec() — may execute shell commands

knowledge-graph/scripts/storage.ts · prose · downgraded · exec(

Pattern match medium

References child_process — can spawn system processes

paper-viz/scripts/pdf-figure-extractor.ts · prose · downgraded · child_process

Pattern match medium

Uses spawn() — can execute external programs

paper-viz/scripts/pdf-figure-extractor.ts · prose · downgraded · spawn(

Pattern match low

Popular HTTP library — network access

CHANGELOG.md · prose · downgraded · axios

Pattern match low

Accesses sensitive environment variables

config.ts · prose · downgraded · process.env.AI_API_KEY

Why the tier is capped

Execution sink present in raw bytes (Hard Floor: class B/D). Final tier capped at Caution — cannot be lifted by any downgrade, example-payload opt-in, or allowlist.

Permissions & capabilities

Requires 1 environment variable. Requires 1 system binary.

credential_access

Is this flag fair?

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