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找到 531 个相关结果 / RAG 与知识库
研究学习 / 检索整理
design-token-audit
design-token-audit
Audit design token usage across a product for consistency and coverage.
研究学习 / 检索整理
literature-search
literature-search
Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.
研究学习 / 检索整理
competitive-analysis
competitive-analysis
Research competitors and compare positioning, messaging, content strategy, and market presence. Use when analyzing a competitor, building battlecards,…
研究学习 / 检索整理
qdrant-performance-optimization
qdrant-performance-optimization
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want…
研究学习 / 检索整理
gesture-patterns
gesture-patterns
Design gesture-based interactions for touch and pointer devices.
研究学习 / 检索整理
feedback-patterns
feedback-patterns
Design system feedback for user actions including confirmations, status updates, and notifications.
研究学习 / 检索整理
handoff-spec
handoff-spec
Create developer handoff specifications with measurements, behaviors, assets, and edge cases.
研究学习 / 检索整理
sports-news
sports-news
Sports news via RSS/Atom feeds and Google News. Fetch headlines, search by query, filter by date. Covers football news, transfer rumors, match reports, and any sport via Google News. Use when: user asks for recent news, headlines, transfer rumors, or articles about any sport. Good for "what's the latest on [team/player]" questions. Supports any Google News query and curated RSS feeds (BBC Sport, ESPN, The Athletic, Sky Sports). Don't use when: user asks for structured data like standings, scores, statistics, or xG — use the sport-specific skill instead: football-data (soccer), nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), mlb-data (MLB), tennis-data (tennis), golf-data (golf), cfb-data (college football), cbb-data (college basketball), or fastf1 (F1). Don't use for prediction market odds — use polymarket or kalshi. News results are text articles, not structured data.
研究学习 / 检索整理
cubox
cubox
Cubox CLI is a callable personal reading memory system that enables you to search, read, and use saved content, perform semantic (RAG-based) queries, access…
研究学习 / 检索整理
chroma
chroma
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function…
研究学习 / 检索整理
rag-retrieval
rag-retrieval
Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search,…
研究学习 / 检索整理
embeddings
embeddings
Vector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support. 75x faster with agentic-flow integration. Use when: semantic search, pattern matching, similarity queries, knowledge retrieval. Skip when: exact text matching, simple lookups, no semantic understanding needed.
研究学习 / 检索整理
azure-diagrams
azure-diagrams
Visualizes Azure infrastructure from ARM templates, Azure CLI, or descriptions. Use when user has Azure resources to diagram.
研究学习 / 检索整理
pgvector-semantic-search
pgvector-semantic-search
Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. **Trigger when user asks to:** - Store or search vector embeddings in PostgreSQL - Set up semantic search, similarity search, or nearest neighbor search - Create HNSW or IVFFlat indexes for vectors - Implement RAG (Retrieval Augmented Generation) with PostgreSQL - Optimize pgvector performance, recall, or memory usage - Use binary quantization for large vector datasets **Keywords:** pgvector, embeddings, semantic search, vector similarity, HNSW, IVFFlat, halfvec, cosine distance, nearest neighbor, RAG, LLM, AI search Covers: halfvec storage, HNSW index configuration (m, ef_construction, ef_search), quantization strategies, filtered search, bulk loading, and performance tuning.
研究学习 / 检索整理
ln-620-codebase-auditor
ln-620-codebase-auditor
Use when auditing the codebase through the evaluation platform with mandatory research, coordinated domain audit workers, and structured summaries.
研究学习 / 检索整理
grepai-storage-postgres
grepai-storage-postgres
Configure PostgreSQL with pgvector for GrepAI. Use this skill for team environments and large codebases.
研究学习 / 检索整理
ln-100-documents-pipeline
ln-100-documents-pipeline
Creates complete project documentation system (project docs, reference, tasks, tests). Use when bootstrapping docs from scratch or regenerating all.
研究学习 / 检索整理
personal-finance-coach
personal-finance-coach
Expert personal finance coach with deep knowledge of tax optimization, investment theory (MPT, factor investing), retirement mathematics (Trinity Study, SWR…
研究学习 / 检索整理
filesystem
filesystem
File system operations guidance - read, write, search, and manage files using Claude Code's built-in tools.
研究学习 / 检索整理
rag-engineer
rag-engineer
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM…