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skills/firecrawl/ai-research-skills/optimizing-attention-flash/Gen Agent Trust Hub

optimizing-attention-flash

Pass

Audited by Gen Agent Trust Hub on Sep 17, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill provides documentation and code examples for using Flash Attention in PyTorch and HuggingFace Transformers. The content is strictly limited to optimization techniques and performance benchmarking.
  • [SAFE]: External dependencies including torch, transformers, and flash-attn are standard, well-known libraries in the machine learning and research communities. The installation instructions use standard pip flags.
  • [SAFE]: Python code snippets provided for benchmarking and performance analysis utilize standard library features and official PyTorch APIs without any suspicious side effects.
  • [SAFE]: No patterns of prompt injection, data exfiltration, obfuscation, or persistence mechanisms were detected in the instructions or referenced files.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 17, 2026, 07:53 PM
Security Audit — agent-trust-hub — optimizing-attention-flash