Identify performance bottlenecks and propose minimal changes with explicit metrics.
npx skills add https://github.com/leanbusqts/agent47 --skill optimize
Please help me install this Agent Skill. Skill: optimize Source: https://github.com/leanbusqts/agent47/tree/main/templates/skills/optimize Command: npx skills add https://github.com/leanbusqts/agent47 --skill optimize
This Skill helps teams identify and reduce performance bottlenecks and resource waste by providing structured optimization guidance with evidence and clear trade-offs.
Start by restating the optimization goal, listing baseline metrics, and outlining two to three low-risk changes to test.
High-intent search queries and answers about installing and using this skill.
To identify performance bottlenecks, you restate your optimization goals and list baseline metrics. This process pinpoints hotspots in code, queries, and deployments to target latency and resource waste reduction.
The best way to reduce high latency is outlining two to three low-risk changes to test. You evaluate expected gains and risks against baseline metrics to iteratively lower latency in your runtime and deployment contexts.
Yes, you can use this optimization approach during iterative development and testing. It applies to runtimes and deployment contexts where you must iteratively evaluate impact and reduce memory usage or cost.
You evaluate trade-offs by comparing alternatives with explicit metrics and assumptions. This structured optimization guidance helps you document risks and measure the impact of minimal changes on resource usage.
getspurMeasure baseline execution time and capture high-frequency profiles to identify compute or IO bottlenecks.
rileyhilliardProfile codebases and implement minimal performance optimizations with re-verification.
dhofheinzRoute performance optimization tasks across database, backend, frontend, and infrastructure layers.
johwerOptimize AWS infrastructure performance and cost management with CloudWatch, auto-scaling, RDS tuning, S3, and caching.
