Trace Python memory allocation hotspots before leaks and spikes reach production with Memray

Lets an agent record Python allocation traces and inspect the biggest allocators, retained objects, and leak paths before memory growth turns into a production incident.

agentskillexchange Updated 28 repo stars

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Trace Python memory allocation hotspots before leaks and spikes reach production with Memray

Lets an agent record Python allocation traces and inspect the biggest allocators, retained objects, and leak paths before memory growth turns into a production incident.

Prerequisites

Python, pip or uv, memray CLI

Installation

No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.

Documentation

Source

agentskillexchange/skills/tree/main/skills/trace-python-memory-allocation-hotspots-before-leaks-and-spikes-reach-production-with-memray commit 5ab53862c4

Frequently asked questions

npx skillmds@latest add agentskillexchange/trace-python-memory-allocation-hotspots-before-leaks-and-spi