cost-aware-llm-pipeline

Pass

Audited by Gen Agent Trust Hub on Mar 26, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill serves as a documentation resource providing cost-optimization patterns for LLM integration. All logic is contained within code snippets intended for implementation reference.
  • [INDIRECT_PROMPT_INJECTION]: The design patterns described facilitate processing of external text via LLM APIs, creating a standard vulnerability surface.
  • Ingestion points: The process function in SKILL.md accepts a text parameter containing untrusted data for LLM processing.
  • Boundary markers: Not explicitly defined in the provided snippets. The patterns assume the user will implement appropriate message structuring.
  • Capability inventory: Capabilities are limited to calling LLM APIs (e.g., client.messages.create). No file system, network exfiltration, or shell execution capabilities are present in the skill.
  • Sanitization: No input sanitization or escaping logic is demonstrated in the examples, which is common for high-level architectural patterns.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 26, 2026, 07:56 PM