Plan performance optimizations by profiling code and analyzing bottlenecks.
npx skills add https://github.com/nullmastermind/viber-router --skill perf-nullmastermind
Please help me install this Agent Skill. Skill: perf Source: https://github.com/nullmastermind/viber-router/tree/main/.claude/skills/perf Command: npx skills add https://github.com/nullmastermind/viber-router --skill perf-nullmastermind
Helps teams plan and execute performance optimization by identifying root-cause bottlenecks, measuring impact, and choosing implementation approaches that are verifiable and testable.
Invoke the explore skill, then analyze the codebase to identify and verify performance bottlenecks, define measurable targets, and recommend implementation steps.
High-intent search queries and answers about installing and using this skill.
Identify performance bottlenecks by tracing execution hot paths in your code, forming hypotheses, and verifying root causes through code inspection and profiling data analysis.
Reduce Time-to-First-Token by tracing hot paths in your proxy, verifying execution bottlenecks, and recommending server-side code or configuration changes to optimize the streaming path.
Analyze speed versus memory tradeoffs by comparing optimization options, sketching out the specific impacts of each approach, and recommending the most maintainable implementation for your system.
Yes, you can produce an implementation-ready specification by defining measurable success metrics, outlining test strategies, and prioritizing work based on risk assessment for your engineers.
Visualize hot paths and communicate performance issues by creating ASCII diagrams of execution flows, mapping before and after states, and prioritizing optimization work with risk assessment.
Yes, this approach works for analyzing deployment configurations by investigating bottlenecks through architecture analysis, inspecting code, and specifying measurable metrics and trade-offs for system improvements.
nullmastermindPlan maintenance work by exploring scope and assessing impact.
TheBushidoCollectiveProfile bottlenecks and apply validated optimizations with repeatable metrics.
curiositechTrace complete DAG execution paths with timing, inputs, outputs, and state transitions.
OWASPDetect hardcoded secrets in source code and configuration files.
