Agent Performance & Precision Analyzer (Ascend NPU Edition)

A standalone skill for analyzing AgentSDK and Agentic RL codebases to identify precision issues, performance bottlenecks, and provide actionable solutions, specifically optimized for Ascend NPU.

When to Use This Skill

Use this skill when the user mentions:

• "NPU", "Ascend", "CANN" - hardware platform
• "precision problem", "NaN", "overflow", "underflow", "dtype mismatch" on NPU
• "slow", "bottleneck", "performance issue", "memory leak" on Ascend
• "optimize training", "speed up inference", "reduce latency" on NPU
• "AgentSDK performance", "GRPO training slow" on Ascend NPU
• "torch.npu", "NPU backend" - NPU-specific APIs
• Any combination of precision + performance + Ascend NPU

Ascend NPU Context