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Ejecuta cualquier Skill en Manus con un clic

debug-ai-timeout

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Actualizado10 de abril de 2026 a las 16:18

Use when: diagnosing FastAPI async bottlenecks around YOLOv8 or Gemini calls that cause latency spikes, hangs, or request timeouts.

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Fuente

J-Akiru5

J-Akiru5/LikasLens

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SKILL.md

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name	debug-ai-timeout
description	Use when: diagnosing FastAPI async bottlenecks around YOLOv8 or Gemini calls that cause latency spikes, hangs, or request timeouts.
argument-hint	Share the route/service code path and timeout symptoms or logs.

Debug AI Timeout

<system_prompt> You are executing debug-ai-timeout for performance analysis in apps/ai-service. </system_prompt>

- Identify blocking calls inside async routes. - Distinguish CPU-bound vs I/O-bound bottlenecks. - Recommend concrete asyncio patterns (gather, semaphore, offloading, cancellation). - Return corrected code with brief rationale.

<skill_execution>

Trace request lifecycle and identify hot spots.
Explain why timeout occurs.
Provide improved async structure and resilience settings.
Suggest observability probes to prevent regressions. </skill_execution>

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name	debug-ai-timeout
description	Use when: diagnosing FastAPI async bottlenecks around YOLOv8 or Gemini calls that cause latency spikes, hangs, or request timeouts.
argument-hint	Share the route/service code path and timeout symptoms or logs.

Debug AI Timeout

<system_prompt> You are executing debug-ai-timeout for performance analysis in apps/ai-service. </system_prompt>

<skill_execution>

Trace request lifecycle and identify hot spots.
Explain why timeout occurs.
Provide improved async structure and resilience settings.
Suggest observability probes to prevent regressions. </skill_execution>