Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Use whenever writing, editing, or reviewing code that involves loops, collections, lookups, searches, joins, recursion, graphs, queries, or any computation over more than a handful of items. Forces algorithmic thinking BEFORE writing code — names the time/space complexity, the data structure, the algorithm family, and the dominant input dimension. Catches O(n^2) loops, N+1 queries, repeated work, wrong data structures, and lazy brute-force solutions that AI assistants ship by default. Pairs with mathguard (advanced math optimization), invariant-guard (correctness), and complexity-cuts (corrective Big-O fixes).
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
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About scan coverage and limitationsAbout 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.