Caveat verdict
scholargraph-fusion-genes
scholargraph-cancer-fusiongenes-research-flow
Reads local files AND makes external network calls
Academic literature research workflow using ScholarGraph CLI for cancer fusion gene studies; all API calls are to scholarly databases and the skill uses MINIMAX_API_KEY for AI summarization, consistent with its purpose.
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.
What it does
These are capability combinations: each listed behavior occurs in the skill, but Caveat detects co-occurrence — it does not verify that one flows into another. Read the code to confirm a live chain.
Reads local files AND makes external network calls — the capabilities for data exfiltration co-occur (data-flow not verified)
LLM02 · LLM06 · ASI03
Accesses credentials AND makes external network calls — potential credential theft
LLM02 · ASI03
Accesses credentials AND writes files — may persist stolen credentials locally
LLM02 · LLM06 · ASI03
Both reads and writes files — verify scope is limited to intended directories
LLM06 · ASI02
Permission integrity
network_out
package_install
Findings (2)
Possible hardcoded credential
SKILL.md · code · API_KEY="your-api-key
File write/delete operation
SKILL.md · code
Permissions & capabilities
Requires 2 environment variables. (1 sensitive: MINIMAX_API_KEY). Requires 2 system binaries.
credential_accessnetwork_outfile_readfile_writepackage_install Thanks — recorded.