AdYour product here, seen by people installing AI tools every day Sponsor slots open: 12 of 12, from $249 a month

memray

Skill by scverse · updated · ★ 402

Score 73

Profile the memory usage of a Python script using memray and visualize a temporal flamegraph in the browser. Use when the user wants to investigate memory consumption, find leaks, or understand allocation patterns. memray is published by scverse on GitHub.

Works withClaude CodeClaude apps Antigravity CLI
Maintenance

Last commit 3 days ago

Licence

BSD-3-Clause: permissive, fine for commercial use

Quality

Clear description, installs from GitHub, 402 stars, original repository

Security

Not checked yet. What we check

Install memray

Built from the published package, never by AI
git clone --depth 1 https://github.com/scverse/spatialdata /tmp/spatialdata && mkdir -p ~/.claude/skills && cp -r /tmp/spatialdata/.claude/skills/memray ~/.claude/skills/memray

Run in your terminal. Claude Code loads skills from ~/.claude/skills automatically.

Step-by-step: install memray in Claude Code

Skills can run scripts on your machine. Some need an API key: check the README.

Alternatives to memray

All alternatives →

memray: common questions

How do I install memray?

Run the command above to copy the skill into ~/.claude/skills/. Claude Code picks it up automatically.

Is memray free?

The code is published under the BSD-3-Clause licence. The service it connects to may have its own pricing.

Is memray safe to use?

It scores 73 of 100. Grades: maintenance A, licence A, quality B. The security check has not run for it yet. Review the code before you install. How grades work.

What are alternatives to memray?

Similar skills: scrape, clean-up-comments, browser-caching, unique-id.