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professional_docs @DonggangChen

Professional documentation standards for corporate documents, reports, and proposals.

project_bootstrapper @DonggangChen

Sets up new projects or improves existing projects with development best practices, tooling, documentation, and...

project_management @DonggangChen

This skill should be used when creating or updating PROJECT.md files, planning sprints, defining project goals, or...

project_manager @DonggangChen

Agile/Scrum processes, backlog management, and stakeholder communication.

prompt_engineering @DonggangChen

Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. Use...

prompt_optimizer @DonggangChen

Optimizing token usage and success rate of existing prompts.

python_data_stack @DonggangChen

Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for...

python_developer @DonggangChen

Python best practices, FastAPI, Pandas, and data science libraries usage.

python_pro @DonggangChen

Expert Python developer specializing in modern Python 3.11+ with deep expertise in type safety, async programming,...

quality_validator @DonggangChen

Ship öncesi son kontrol, deliverable validation, compliance. ⚠️ Son kalite kontrolü için kullan. Kod inceleme için →...

rag_architecture @DonggangChen

Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when...

rag_implementation @DonggangChen

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search....

react_expert @DonggangChen

React specialist for production-grade web applications. Invoke for component architecture, hooks, state management,...

redis_expert @DonggangChen

Redis caching strategies, Pub/Sub and data structures (Streams, Lists, Hashes).

refactoring_patterns @DonggangChen

Common refactoring patterns - Extract, Rename, Move and code smell solutions.

refactoring_strategies @DonggangChen

Safe refactoring process - test-first, incremental changes and safety net.

regex_builder @DonggangChen

Regular expression creation, testing, debugging and explanation guide.

report_generator @DonggangChen

Guide to creating executive reports, stakeholder presentations and comprehensive documentation.

research_synthesizer @DonggangChen

Guide to summarizing research findings, extracting insights and creating actionable recommendations.

responsive_design @DonggangChen

Build responsive, mobile-first layouts using fluid containers, flexible units, media queries, and touch-friendly...

roadmap_planner @DonggangChen

Implementation roadmap, timeline oluşturma, risk yönetimi ve kaynak planlaması rehberi.

rust_development @DonggangChen

Rust systems programming, memory safety, Axum/Tokio and WebAssembly guide.

scientific_thinking @DonggangChen

Scientific method, hypothesis, evidence evaluation, bias analysis. ⚠️ Use for Research/analysis. For architectural...

scrum_master @DonggangChen

Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and...