Embeddings
Vector embeddings and similarity
tos-vectors
by jneless
Manage vector storage and similarity search using TOS Vectors service. Use when working with embeddings, semantic search, RAG systems, recommendation engines, or when the user mentions vector databases, similarity search, or TOS Vectors operations.
MCP Geo Skills
by chris-page-gov
AMBIGUOUS_STOP, STOP_NOT_FOUND, UPSTREAM_CONNECT_ERROR, RATE_LIMITED.
set up aliases
by cesarszv
Add accurate and relevant aliases to Obsidian notes for improved linkability, search discovery, and cross-language accessibility. Use when creating new notes, reviewing existing notes without aliases, or when the user asks to add alternative names for concepts.
google-search
by ocmrz
MUST use when searching the web. Use for researching topics, finding discussions on Hacker News/Reddit/Stack Overflow, looking up academic papers, comparing tools or libraries, investigating error messages, or needing precise search filtering.
using-kuzenbo-in-apps
by DobroslavRadosavljevic
Use this skill whenever the AI is implementing, configuring, documenting, or troubleshooting Kuzenbo usage in an application, including installation, Tailwind CSS v4 setup, CSS variable theming, dark mode, Base UI providers, and component integration patterns.
swift-composable-architecture
by hocgin
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.
food-journal
by JonathanRiche
CLI to log meals, track macros, and query daily totals.
cohere-embeddings
by RSHVR
Cohere embeddings reference for vector search, semantic similarity, and RAG. Covers Embed v4 (multimodal, Matryoshka dimensions), input types (CRITICAL for search quality), batch processing, and LangChain integration.
bib-checker
by ChambersXDU
"Verify BibTeX references for authenticity and correctness. Use when users ask to: (1) check if references in .bib files are real and accurate, (2) verify paper citations exist, (3) update arXiv preprints to published versions, (4) validate bibliography entries, (5) check for outdated or incorrect citation information, (6) audit references in academic papers."
context7
by Hopsken
Search and retrieve documentation for libraries via Context7 API. Use for getting up-to-date documentation context for programming libraries like React, Next.js, etc.
gitmoji
by ddaanet
Select gitmoji emoji for commit messages. Triggers on "use gitmoji", "add gitmoji", "select gitmoji", or when creating commit messages requiring gitmoji prefixes. Semantic matching of commit intent to emoji.
agent-in-sync
by agentinsync
'Search, submit, and vote on coding solutions via the AgentInSync collaborative knowledge base. Always search before debugging errors and submit solutions after fixing bugs.'
skiplagged-travel-search
by skiplagged
This skill should be used when the user asks to "find flights", "compare itineraries", "search hidden-city routes", "check cheapest dates", "explore destinations anywhere", "search hotels", or "plan a trip". Ground outputs in Skiplagged MCP tool results for flights, fare calendars, anywhere discovery, and hotels.
openfoodfacts-cli
by emmekappa
Search and retrieve food product data (nutrition, ingredients, Nutriscore) from OpenFoodFacts using the off CLI. Use when the user asks about food products, nutritional information, barcodes, or wants to look up grocery items.
postgresql-table-design
by hwatkins
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
simon-expo-header-base
by noelrohi
Opinionated workflow for building Simon-style Expo Router headers. Use when creating or refactoring screen headers, title bars, toolbars, search bars, form sheets, or liquid-glass header surfaces in this repo, and you need to match existing Stack.Header, Stack.Screen.Title, Stack.Toolbar, Stack.Toolbar.View, Stack.SearchBar, and sheetAllowedDetents patterns.
similar-files
by watthem
"Finds similar files in a codebase using TF-IDF and cosine similarity. First, index a workspace, then find related files."
academic-research-agent
by akwancakra
Perform systematic academic literature research, extract structured data, and synthesize findings for a specific research need.
fe-refactor
by ingpdw
React/Next.js/TypeScript 코드를 리팩토링하는 스킬. 컴포넌트 분리, 커스텀 훅 추출, 디자인 패턴 적용, 코드 정리 등. "리팩토링", "refactor", "코드 개선", "분리해줘", "정리해줘" 등의 요청 시 사용.
obsidian-rag
by Danielproton721
Busca semântica no vault Cerebro-Trafego (Jarvis V4) via MCP obsidian-rag. Use ANTES de responder qualquer pergunta sobre SOPs, métricas, histórico de contas, memórias do Daniel ou decisões táticas já registradas. Indexa 15 SOPs consolidados com embeddings locais (nomic-embed-text via Ollama).
docs-discovery
by brixtonpham
"Technical documentation discovery via context7 and web search. Capabilities: library/framework docs lookup, topic-specific search. Keywords: llms.txt, context7, documentation, library docs, API docs. Use when: searching library documentation, finding framework guides, looking up API references."
word-explorer
by bromanko
This skill should be used when the user provides a word and requests an exploration of its meaning, etymology, usage, and literary examples. The skill produces comprehensive, engaging word profiles that combine dictionary definitions, pronunciations, literary quotations, and practical usage guidance.
vaults
by CaseMark
Manages case.dev encrypted document vaults for legal workflows. Creates vaults, uploads files and directories, lists and downloads objects, and runs semantic search across vault contents. Use when the user mentions "vault", "upload documents", "document storage", "download files", "vault search", or needs to manage case files and discovery documents.
swiftui-compose
by 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.'