idea-generation — security audits

Review recommended

Independent security partners scan this skill's files for malicious content, prompt injection and risky patterns. Verdicts below come from the skills.sh audit program; each partner links to its full report.

• Gen Agent Trust Hub

  pass

  The idea-generation skill is a research assistant tool designed to brainstorm academic ideas and verify their novelty using the Semantic Scholar API. It utilizes a self-contained Python script to perform targeted literature searches. Analysis indicates the skill is safe for use, as its network activities and data processing are strictly aligned with its stated research purpose, and it does not contain any malicious patterns such as credential exfiltration, privilege escalation, or obfuscation.

  Risk: SAFEFeb 22, 2026Full report

• Socket

  pass

  No alerts

  Mar 18, 2026Full report

• Snyk

  warn

  Risk: MEDIUM · No issues

  Risk: MEDIUMFeb 22, 2026Full report

• Runlayer

  warn

  1/3 files flagged

  Risk: MEDIUMFeb 22, 2026Full report

• ZeroLeaks

  pass

  Score: 93/100 · 2 sections analyzed

  Risk: NONEApr 16, 2026Full report