Add Rcpp Integration
Skill Verifiziert AktivAdd Rcpp or RcppArmadillo integration to an R package for high-performance C++ code. Covers setup, writing C++ functions, RcppExports generation, testing compiled code, and debugging. Use when an R function is too slow and profiling confirms a bottleneck, when you need to interface with existing C/C++ libraries, or when implementing algorithms (loops, recursion, linear algebra) that benefit from compiled code.
To enable R developers to significantly improve the performance of their R functions by integrating compiled C++ code using Rcpp or RcppArmadillo.
Funktionen
- Adds Rcpp/RcppArmadillo integration to R packages
- Covers setup, C++ function writing, and RcppExports generation
- Includes steps for testing compiled code and debugging
- Addresses performance bottlenecks and interfacing with C/C++ libraries
- Provides guidance on linear algebra operations with RcppArmadillo
Anwendungsfälle
- When an R function is too slow and profiling confirms a bottleneck
- When you need to interface with existing C/C++ libraries
- When implementing algorithms (loops, recursion, linear algebra) that benefit from compiled code
Nicht-Ziele
- General R package development setup
- Writing complex C++ applications outside of R integration
- Advanced debugging of C++ core dumps
Installation
/plugin install agent-almanac@pjt222-agent-almanacQualitätspunktzahl
VerifiziertVertrauenssignale
Ähnliche Erweiterungen
Linux
100Zoom Video SDK for Linux - C++ headless bots, raw audio/video capture/injection, Qt/GTK integration, Docker support
Performance Analysis
100Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
Next Cache Components
100Next.js 16 Cache Components – PPR, use cache directive, cacheLife, cacheTag, updateTag
MongoDB Connection Optimizer
100Optimieren Sie die Konfiguration von MongoDB-Clientverbindungen (Pools, Timeouts, Muster) für jede unterstützte Treibersprache. Verwenden Sie diese Fähigkeit, wenn Sie an Funktionen arbeiten/diese aktualisieren/überprüfen, die einen MongoDB-Client instanziieren oder konfigurieren (z. B. beim Aufruf von `connect()`), Verbindungspools konfigurieren, Verbindungsprobleme beheben (ECONNREFUSED, Timeouts, Pool-Erschöpfung), Leistungsprobleme im Zusammenhang mit Verbindungen optimieren. Dies schließt Szenarien wie das Erstellen von serverlosen Funktionen mit MongoDB, das Erstellen von API-Endpunkten, die MongoDB verwenden, die Optimierung von MongoDB-Anwendungen mit hohem Datenverkehr, das Erstellen von langlaufenden Aufgaben und Nebenläufigkeit oder das Debuggen von verbindungsbezogenen Fehlern ein.
One On Ones
100Design and run effective 1:1 meetings that build trust, develop people, and surface problems early. Covers cadence setup, agenda ownership, conversation frameworks, question banks, and handling difficult topics. Use when: a new manager learning to run 1:1s, resetting unproductive 1:1s that became status updates, onboarding a new direct report, preparing for a difficult performance conversation, building trust with a new team, or coaching through career development discussions.
Sql Optimization
100Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.