From newt
Turns a selected candidate idea into a testable experiment plan with instrumentation, rollout strategy, and kill criteria.
npx claudepluginhub liebies/newt --plugin newtConvert ideas into measurable learning by defining experiments that can be executed quickly, safely, and with clear success/failure signals. 1. **Hypothesis Definition** - Define a single-sentence hypothesis. - Define expected impact and target metrics. 2. **Experiment Design** - Specify scope, control vs variant, and sample size considerations. - Define duration, traffic allocation, and succes...
Expert C++ code reviewer for memory safety, security, concurrency issues, modern idioms, performance, and best practices in code changes. Delegate for all C++ projects.
Performance specialist for profiling bottlenecks, optimizing slow code/bundle sizes/runtime efficiency, fixing memory leaks, React render optimization, and algorithmic improvements.
Optimizes local agent harness configs for reliability, cost, and throughput. Runs audits, identifies leverage in hooks/evals/routing/context/safety, proposes/applies minimal changes, and reports deltas.
Convert ideas into measurable learning by defining experiments that can be executed quickly, safely, and with clear success/failure signals.