Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Find algorithmic complexity and performance hotspots across a codebase, then optimize them safely behind tests without changing behavior. Use when asked to scan for slow code, inefficient or nested loops, repeated scans, costly re-renders or recomputation, N+1 queries, avoidable quadratic work, or to reduce complexity while preserving tests, APIs, ordering, and outputs; or when a request mentions performance hotspots, hot paths, render churn, "this is slow", or "optimize for speed". Fans out across files with Task subagents, ranks findings by impact, proves current behavior with focused tests, applies localized edits, and re-runs the narrow test plus broad type, lint, and build to verify. Defaults to an analysis-only report unless you ask to implement, fix, apply, or refactor.
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.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 432a2c7c97a40c74a64560cb6c255e2bcc276a6cb9d4dcd0a375d10a9cb24fba
About this listing
- Category
- Engineering
- Reported license
- Not specified
- 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.