Profile codebases to generate prioritized performance designs with benchmark scaffolds.
npx skills add https://github.com/nklisch/skills --skill perf-design
Please help me install this Agent Skill. Skill: perf-design Source: https://github.com/nklisch/skills/tree/main/plugins/workflow/skills/perf-design Command: npx skills add https://github.com/nklisch/skills --skill perf-design
Profilers and performance engineers often struggle to translate profiling results into concrete, implementable improvements. Perf-design provides a structured approach to identify bottlenecks and produce an actionable design with benchmarks.
Run perf-design on the target project to generate a ready-to-implement performance design with benchmark scaffolds.
High-intent search queries and answers about installing and using this skill.
To translate profiling results into an actionable optimization plan, use a profile-driven approach that identifies bottlenecks and generates a hierarchical plan covering algorithmic, I/O, language idioms, and parallelism optimizations.
Performance design for a multi-language codebase requires a structured optimization plan that generates implementation-unit design artifacts with concrete file paths, signatures, and benchmark scaffolds for downstream tooling.
You generate benchmark scaffolds by running an end-to-end performance design workflow that produces an implementation-ready document including prioritized optimization tasks and the necessary benchmarking setup.
Yes, profile-driven bottleneck detection supports multi-language projects and various runtimes, and it can spawn a profiling sub-agent to gather language-specific guidance for your optimization design.
Yes, the performance design process outputs an implementation-unit design document including concrete file paths and signatures, task orchestration, and a prioritized plan for immediate development.
You need a hierarchical optimization plan when profiling reveals complex bottlenecks requiring structured improvements across algorithmic complexity, I/O operations, language idioms, and parallelism strategies.
fableindigo-gifDetects bottlenecks in Claude Flow swarms and generates optimization recommendations.
dhofheinzRoute performance optimization tasks across database, backend, frontend, and infrastructure layers.
timequityIdentify performance bottlenecks in web applications, backend services, and databases.
4lermanProfile Node.js, Python, and Go applications for CPU, memory, and I/O bottlenecks.
