skills/quantipixels/skills/optimize/Gen Agent Trust Hub

optimize

Pass

Audited by Gen Agent Trust Hub on Sep 7, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill framework processes external workloads and evaluation feedback, which represents a surface for indirect prompt injection. This risk is managed through defined safety constraints and authority requirements.
  • Ingestion points: External data is ingested through 'representative workloads' and 'judged outcomes' (SKILL.md, references/judged-outcomes.md).
  • Boundary markers: The instructions mandate 'hard constraints' and 'acceptance constraints' (including security) before starting, along with blinding labels during evaluation.
  • Capability inventory: The skill utilizes tools like alaga, ko-skill, and seda-pr to finalize and publish changes based on trial results.
  • Sanitization: Actions like installation, external disclosure, and destructive changes are subject to their own authority requirements.
  • [SAFE]: No malicious patterns or security vulnerabilities were identified. The instructions emphasize best practices for controlled experimentation, including budget limits and the rejection of false improvements.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 7, 2026, 08:21 PM
Security Audit — agent-trust-hub — optimize