KitScout

Categories › Other › Does not fit any category

newton-performance

SkillInstall · skills CLI

Measure or improve the runtime, startup time, memory use, or throughput of a Newton simulation that already behaves correctly, or review a Newton step loop for performance problems such as CUDA graph capture mistakes and host synchronization. Not for setting up simulations, general solver or API questions, debugging unstable or incorrect physics without a performance goal, or optimizing Warp code that does not use Newton.

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

  • reverse-engineer-anything 456,474 ★
    Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and b
  • mattpocock-skills 323,337 ★
    Matt Pocock's agent skills for real engineering — grilling, spec/ticket flows, TDD, code review, domain modell
  • scaffold-exercises 323,337 ★
    Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use
  • wait-what 323,337 ★
    Stop. That last message did not land: re-pitch it.
  • template-skill 194,218 ★
    Replace with description of the skill and when Claude should use it.