primekg
What this skill does
Data querying and analysis of a biomedical knowledge graph (PrimeKG).
github/k-dense-ai - Data Exposure - 33.1k stars
Threat analysis
Skill info
pkg:github/K-Dense-AI/scientific-agent-skills@3956e54?skill=primekgAssessments (2)
Data Exposure
Data Exposure via local-llm-review
scripts/query_primekg.py
The script references a local file path (`C:\Users\eamon\Documents\Data\PrimeKG\kg.csv`) and allows overriding with an environment variable (`PRIMEKG_DATA`). This could be a risk if the data is sensitInsecure File Handling
Insecure File Handling via local-llm-review
scripts/query_primekg.py
The script uses `os.path.exists(DATA_PATH)` without validating or sanitizing the input, which could be exploited in certain contexts if `DATA_PATH` is user-controlled.Badge
Add the Anomity scan badge for primekg to your README.
How Anomity governs this at runtime
Scan-time vetting tells you what a skill says it will do. Anomity's Endpoint Sensor sees what agents actually do: it discovers skills alongside every other AI artifact on the endpoint, and runtime governance can allow, deny, or log the tool calls a skill triggers. Policy violations route to your SIEM, Slack, email, or Jira, backed by a queryable 90-day audit trail.
Book a 30-minute demo to see your own skill inventory.
Methodology and disputes
Every skill is assessed by the Anomity Skill Intelligence engine against its public source; findings indicate risk patterns, not confirmed exploitation. Maintainer of primekg? Report an issue or request a rescan.
