memray
Skill by scverse · updated · ★ 402
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.
Last commit 3 days ago
BSD-3-Clause: permissive, fine for commercial use
Clear description, installs from GitHub, 402 stars, original repository
Not checked yet. What we check
Install memray
Built from the published package, never by AIgit clone --depth 1 https://github.com/scverse/spatialdata /tmp/spatialdata && mkdir -p ~/.claude/skills && cp -r /tmp/spatialdata/.claude/skills/memray ~/.claude/skills/memrayRun in your terminal. Claude Code loads skills from ~/.claude/skills automatically.
git clone --depth 1 https://github.com/scverse/spatialdata /tmp/spatialdata && mkdir -p ~/.gemini/antigravity-cli/skills && cp -r /tmp/spatialdata/.claude/skills/memray ~/.gemini/antigravity-cli/skills/memrayAntigravity CLI loads skills from ~/.gemini/antigravity-cli/skills, or .agents/skills for one project.
Skills can run scripts on your machine. Some need an API key: check the README.
Alternatives to memray
All alternatives →Scrape any webpage as clean markdown via Bright Data Web Unlocker API. Bypasses bot detection and CAPTCHA. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOCKER_ZONE environment variables.
Use when reviewing templates, rendered HTML, or shared components related to Remove comments and debug code in production. Validate the final browser-facing markup, not just the source framework abstraction.
Use when auditing slow page loads, heavy assets, or rendering delays related to Enable browser caching. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.
Use when reviewing templates, rendered HTML, or shared components related to Ensure all IDs are unique. Validate the final browser-facing markup, not just the source framework abstraction.
Look through a given folder to find and safely remove unused includes specifically for Clang-compiled code (using clang-include-cleaner), verifying that referencing targets compile.
Use when reviewing templates, rendered HTML, or shared components related to Make accordions keyboard navigable. Validate the final browser-facing markup, not just the source framework abstraction.
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.
