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Found 2,609 Skills
AI-led stakeholder interviews using LLMREI research-backed patterns. Conducts structured interviews to elicit requirements through context-adaptive questioning, active listening, and systematic requirement extraction.
React/TypeScript 코드 리팩토링을 위한 비판적 분석 및 실행 스킬. 사용자가 컴포넌트 경로와 문제점을 제시하면, 각 문제점을 "수정하기 좋은 코드" 관점에서 비판적으로 검토하고, sequential-thinking으로 단계별 분석 후 리팩토링 계획을 수립하여 실행한다. 트리거: "리팩토링", "개선하고 싶어", "코드 구조 변경", "훅 분리", "응집도", "결합도" 등의 키워드와 함께 React 컴포넌트 경로가 제시될 때 사용.
Data classification framework including sensitivity levels, handling requirements, labeling, and data lifecycle management
Plugin release process for MAG Claude Plugins marketplace. Covers version bumping, marketplace.json updates, git tagging, and common mistakes. Use when releasing new plugin versions or troubleshooting update issues.
Flink Job Creator - Auto-activating skill for Data Pipelines. Triggers on: flink job creator, flink job creator Part of the Data Pipelines skill category.
Implement work on issues. Use when user asks to "start working on issue", "what should I work on", "pick up task", "continue work", or "find next task".
PostgreSQL-based semantic and hybrid search with pgvector and ParadeDB. Use when implementing vector search, semantic search, hybrid search, or full-text search in PostgreSQL. Covers pgvector setup, indexing (HNSW, IVFFlat), hybrid search (FTS + BM25 + RRF), ParadeDB as Elasticsearch alternative, and re-ranking with Cohere/cross-encoders. Supports vector(1536) and halfvec(3072) types for OpenAI embeddings. Triggers: pgvector, vector search, semantic search, hybrid search, embedding search, PostgreSQL RAG, BM25, RRF, HNSW index, similarity search, ParadeDB, pg_search, reranking, Cohere rerank, pg_trgm, trigram, fuzzy search, LIKE, ILIKE, autocomplete, typo tolerance, fuzzystrmatch
Vector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization. Use when choosing vector stores, designing semantic search, or optimizing similarity search performance.
Expert knowledge of research grant compliance requirements, deliverables tracking, and funder expectations. Use when reviewing work against grant specifications, preparing progress reports, or ensuring alignment with funding requirements from NSF, NIH, EU, and other agencies.
HTMX patterns for Django including partial templates, hx-* attributes, and dynamic UI without JavaScript. Use when building interactive UI, handling AJAX requests, or creating dynamic components.
Django template patterns including inheritance, partials, tags, and filters. Use when working with templates, creating reusable components, or organizing template structure.
pytest-django testing patterns, Factory Boy, fixtures, and TDD workflow. Use when writing tests, creating test factories, or following TDD red-green-refactor cycle.