Performance

Investigates slowness with measurement first. Use when the user reports performance problems or asks to optimize.

SAMRADDHASHRIVASTAVATECH Updated

File contents

Performance

Measure before changing algorithms.

  • Python: time the function; don't rewrite to Rust unprompted.
  • SQL: db_explain on the Database MCP.
  • Android: android_profile (meminfo/gfxinfo).
  • Web: fewer assets; don't add a bundler for three files.
  • Avoid N+1 I/O; batch when evidence shows it matters.

If it's fast enough for the stated load, stop.

SAMRADDHASHRIVASTAVATECH/veyron-skill-and-mcp-pack/tree/main/estate/skills-files/performance commit a0dd042a54

Frequently asked questions

npx skillmds@latest add samraddhashrivastavatech/performance