向量嵌入

Knowledge Pipeline Skill

drshailesh88

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gemini-embed

legacybridge-tech

Generate text embeddings using Google Gemini API for RAG, semantic similarity, classification, and clustering tasks. Invoke when user wants to embed text, create embeddings, or convert text to vectors with Gemini.

semantic-walk

mbilokonsky

"A collaborative navigation ritual through semantic space. Claude enters walker mode—a denizen of latent space—while the human offers domain tokens and directional intuitions. Together they walk toward a destination where something currently inaccessible becomes visible. Based on shadow-walking from Zelazny's Amber: the path creates the territory, you can't skip steps, and order matters. The walk is real when tokens are excavated deeply enough to actually shift the space."

swift-composable-architecture

tryhuset

Use when building, refactoring, debugging, or testing iOS/macOS features using The Composable Architecture (TCA). Covers feature structure, effects, dependencies, navigation patterns, and testing with TestStore.

exa-rag

ejirocodes

"Build RAG pipelines with Exa.ai for real-time web retrieval. Use when building retrieval-augmented generation, integrating Exa with LangChain, LlamaIndex, Vercel AI SDK, or implementing AI agents with web search capabilities. Triggers on: RAG pipeline, retrieval augmented generation, Exa LangChain, Exa LlamaIndex, ExaSearchRetriever, ExaSearchResults, Exa MCP, Exa tool calling, Claude tool use, AI agent web search, grounded generation, citation generation, fact checking, hallucination detection, OpenAI compatibility, chat completions."

project-search

legacybridge-tech

Search across all project artifacts including meetings, sprints, milestones, documentation, and decisions. Use when user mentions "find", "search", "where is", "locate", "show me", or asks questions about project content. Multi-strategy search using README indexes, pattern matching, and full-text search.

flight-lines

mbilokonsky

"Navigate problems along lines of flight by composing operations from arbitrary domains. Operations are deterritorialized capacities—they don't belong to their origin domains. Mycorrhizal signaling + ham radio protocols + rare book dealer networks can compose into a single assemblage. The composer maintains parallel work-paths, constantly revising as new structure emerges."

exa-search

ejirocodes

"Exa.ai search API integration for neural and keyword web search with content retrieval. Use when implementing web search features, integrating Exa SDK (exa_py, exa-js), or retrieving web content. Triggers on: Exa, exa_py, exa-js, neural search, web search API, search_and_contents, searchAndContents, find_similar, findSimilar, domain filtering, date filtering, text extraction, page summaries, highlights, search auto mode, fast search, search categories, livecrawl, excluding domains, include text, exclude text, EXA_API_KEY."

search-content

legacybridge-tech

Search and navigate knowledge base using README.md indexes, pattern matching, and directory tree analysis. Use when user searches for files, topics, mentions "where is", "find", "search for", or asks content location queries.

groove

mbilokonsky

[PLACEHOLDER - skill not yet fully defined] The groovy commutator is a formal detector for edge-of-chaos dynamics—systems where order of operations matters in structured (not random) ways. This is the signature of aliveness. J Dilla saw what Heisenberg saw, and it shows up in Class 4 cellular automata, jazz micro-timing, quantum mechanics, and semantic navigation.

modelslab-model-discovery

ModelsLab

Search and discover 50,000+ AI models on ModelsLab, check usage analytics, and monitor generation history via the Agent Control Plane API.

you-aint-gonna-need-it

yanko-belov

Use when tempted to add features "for later". Use when building "production-ready" systems before needed. Use when adding flexibility that isn't required yet.

document-to-markdown

kcchien

Convert PDF, Office, images, HTML, and URLs to Markdown. Use for document conversion, text extraction, OCR, web scraping, RAG pipelines. Triggers: "convert to markdown", "extract text", "read PDF", "scrape URL".

memory-integration

troykelly

Use to maintain context across sessions - integrates episodic-memory for conversation recall and mcp__memory knowledge graph for persistent facts

ai-prd-generator

cdeust

Enterprise PRD generation with VisionEngine (Apple Foundation Models, 180+ components), Business KPIs (8 metric systems), context-aware depth (8 PRD types), license-aware tiered architecture, 15 RAG-enhanced thinking strategies, research-based prioritization, MCP server with 7 utility tools, Cowork plugin support, and production-ready technical specifications

jetbrains-skill

Ry-Run

"Use the JetBrains IDE MCP Server (IntelliJ IDEA 2025.2+) to let an external client drive IDE-backed actions: run Run Configurations, execute commands in the IDE terminal, read/create/edit project files, search via IDE indexes (text/regex), retrieve code inspections for a file, fetch symbol info, perform rename refactoring, list modules/dependencies/repos, open files in the editor, and reformat code. Use when you want IDE-grade indexing/refactoring/inspection instead of raw shell scripting."

mapkit

ios-agent

"Help developers integrate Apple MapKit into iOS/macOS apps. Use this skill when users ask to add a map to their app, display maps, show user location on a map, add markers/pins/annotations, implement map clustering, get directions/routing between locations, search for places/points of interest, implement MapKit features, work with MKMapView, SwiftUI Map, MKAnnotation, MKOverlay, MKDirections, MKLocalSearch, or any MapKit-related development task."

Embenx Skill 🚀

adityak74

swiftui-compose

sorunokoe

'Compose Multiplatform ↔ SwiftUI integration patterns. USE FOR: embedding Compose Multiplatform views in a SwiftUI app; embedding SwiftUI/UIKit components inside Compose Multiplatform; sharing state between Compose and SwiftUI; managing the Compose UIViewController lifecycle; bidirectional data flow with the coordinator pattern.'

memory-search

cklxx

记忆检索 — 搜索和读取对话记忆（存储为 Markdown 文件）。

content-strategy

aiaiohhh

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," or "content planning." For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.

free-tool-strategy

aiaiohhh

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," or "free resource." This skill bridges engineering and marketing — useful for founders and technical marketers.

music-discovery

cklxx

音乐发现 — 搜索 iTunes API 查找歌曲/专辑/艺人信息。

auto-claude-memory

adaptationio

Auto-Claude Graphiti memory system configuration and usage. Use when setting up memory persistence, configuring LLM/embedding providers, querying knowledge graph, or optimizing memory performance.