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In Memory Optimization for Large Datasets

Agent skill
1 skill

Use when you are repeatedly querying or iterating over multidimensional MS data stored in MZA HDF5 format (retention time, drift time, m/z dimensions) and profiling shows that repeated disk I/O for the same metadata or scan ranges dominates runtime.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Use when you are repeatedly querying or iterating over multidimensional MS data stored in MZA HDF5 format (retention time, drift time, m/z dimensions) and profiling shows that repeated disk I/O for the same metadata or scan ranges dominates runtime.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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About this listing

Category
General
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.