Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for...
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Python best practices, FastAPI, Pandas, and data science libraries usage.
Expert Python developer specializing in modern Python 3.11+ with deep expertise in type safety, async programming,...
Ship öncesi son kontrol, deliverable validation, compliance. ⚠️ Son kalite kontrolü için kullan. Kod inceleme için →...
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when...
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....
React specialist for production-grade web applications. Invoke for component architecture, hooks, state management,...
Redis caching strategies, Pub/Sub and data structures (Streams, Lists, Hashes).
Common refactoring patterns - Extract, Rename, Move and code smell solutions.
Safe refactoring process - test-first, incremental changes and safety net.
Regular expression creation, testing, debugging and explanation guide.
Guide to creating executive reports, stakeholder presentations and comprehensive documentation.
Guide to summarizing research findings, extracting insights and creating actionable recommendations.
Build responsive, mobile-first layouts using fluid containers, flexible units, media queries, and touch-friendly...
Implementation roadmap, timeline oluşturma, risk yönetimi ve kaynak planlaması rehberi.
Rust systems programming, memory safety, Axum/Tokio and WebAssembly guide.
Scientific method, hypothesis, evidence evaluation, bias analysis. ⚠️ Use for Research/analysis. For architectural...
Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and...
Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development...
Performs technical SEO audits covering site speed, crawlability, indexability, mobile-friendliness, security, and...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...
Evaluates agent skills against Anthropic's best practices. Use when asked to review, evaluate, assess, or audit a...
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with...
Spec validation, implementation comparison and completeness check guide.