Embeddings
Vector embeddings and similarity
mapbox-search-integration
by mapbox
Complete workflow for implementing Mapbox search in applications - from discovery questions to production-ready integration with best practices
mapbox-search-patterns
by mapbox
Expert guidance on choosing the right Mapbox search tool and parameters for geocoding, POI search, and location discovery
coderlm
by JaredStewart
"Primary tool for all code navigation and reading in supported languages (Rust, Python, TypeScript, JavaScript, Go, Java, Scala, SQL). Use instead of Read, Grep, and Glob for finding symbols, reading function implementations, tracing callers, discovering tests, and understanding execution paths. Provides tree-sitter-backed indexing that returns exact source code — full function bodies, call sites with line numbers, test locations — without loading entire files into context. Use for: finding functions by name or pattern, reading specific implementations, answering 'what calls X', 'where does this error come from', 'how does X work', tracing from entrypoint to outcome, and any codebase exploration. Use Read only for config files, markdown, and unsupported languages."
b2c-querying-data
by SalesforceCommerceCloud
Best practices for querying products, orders, customers, and system objects in B2C Commerce. Use when writing product searches, order queries, customer/profile lookups, replacing database-intensive APIs, improving search performance, or diagnosing slow category/search pages. Covers ProductSearchModel, OrderMgr, CustomerMgr, SystemObjectMgr, index-friendly vs database-intensive APIs, and query performance pitfalls. For order lifecycle and status management, use b2c-ordering instead. For custom object CRUD, use b2c-custom-objects instead.
yelp-search
by letta-ai
Search Yelp for local businesses, get contact info, ratings, and hours. Use when finding services (cleaners, groomers, restaurants, etc.), looking up business phone numbers to text, or checking ratings before booking. Triggers on queries about finding businesses, restaurants, services, or "look up on Yelp".
apollo
by refly-ai
"Search sales leads with Apollo.io. Use when you need to: (1) find company and contact information, (2) enrich lead data, or (3) search for B2B prospects."
b2c-job
by SalesforceCommerceCloud
Run and monitor existing (B2C/demandware/SFCC) jobs using the b2c cli, import/export site archives (IMPEX). Always reference when using the CLI to run jobs, import or export site archives, check job execution status, or trigger search indexing. For creating new jobs, use b2c-custom-job-steps skill instead.
b2c-docs
by SalesforceCommerceCloud
Search and read B2C Commerce (SFCC/Demandware) Script API documentation and XSD schemas with the b2c cli. Always reference when using the CLI to search or read Script API documentation, look up dw.* classes, or browse XSD schemas. Also use when writing B2C scripts, answering "how do I" questions about URLs/products/orders, or verifying class methods and properties.
visualizing-with-mermaid
by rileyhilliard
Creates professional Mermaid diagrams with semantic styling and visual hierarchy. Use when creating flowcharts, sequence diagrams, state machines, class diagrams, or architecture visualizations.
managing-databases
by rileyhilliard
Guides database architecture decisions for PostgreSQL, DuckDB, Parquet, PGVector, and Neo4j. Use when designing schemas, choosing storage strategies, optimizing queries, tuning maintenance, configuring vector search, modeling graph data, or diagnosing performance issues across OLTP, OLAP, similarity search, and graph workloads.
text-search
by w-winter
"Search indexed text corpora (sessions, docs, logs). Use instead of grep."
pinecone:mcp
by pinecone-io
Reference for the Pinecone MCP server tools. Documents all available tools - list-indexes, describe-index, describe-index-stats, create-index-for-model, upsert-records, search-records, cascading-search, and rerank-documents. Use when an agent needs to understand what Pinecone MCP tools are available, how to use them, or what parameters they accept.
pinecone:help
by pinecone-io
Overview of all available Pinecone skills and what a user needs to get started. Invoke when a user asks what skills are available, how to get started with Pinecone, or what they need to set up before using any Pinecone skill.
pinecone:quickstart
by pinecone-io
Interactive Pinecone quickstart for new developers. Choose between two paths - Database (create an integrated index, upsert data, and query using Pinecone MCP + Python) or Assistant (create a Pinecone Assistant for document Q&A). Use when a user wants to get started with Pinecone for the first time or wants a guided tour of Pinecone's tools.
pinecone:query
by pinecone-io
Query integrated indexes using text with Pinecone MCP. IMPORTANT - This skill ONLY works with integrated indexes (indexes with built-in Pinecone embedding models like multilingual-e5-large). For standard indexes or advanced vector operations, use the CLI skill instead. Requires PINECONE_API_KEY environment variable and Pinecone MCP server to be configured.
Scout — Skill Discovery & Installation
by anton-abyzov
"START HERE — Skill discovery and installation assistant. The recommended first skill when you don't know which skills you need. Searches verified-skill.com, recommends plugin bundles, and installs skills. Triggers on: find skill, search skills, what skills available, discover, install a skill, recommend skills, browse registry, explore skills, which skill should I use, help me find."
pinecone:docs
by pinecone-io
Curated documentation reference for developers building with Pinecone. Contains links to official docs organized by topic and data format references. Use when writing Pinecone code, looking up API parameters, or needing the correct format for vectors or records.
avalonia-layout-zafiro
by agent-skills-hub
Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
code-search-assistant
by ArabelaTso
Search code repositories for code related to a given code snippet, ranking results by call chain similarity, textual similarity, and functional similarity. Use when finding related code, locating similar implementations, discovering code dependencies, or identifying code that performs similar operations. Outputs ranked file lists with matching code snippets and relevance scores.
azure-ai-search-python
by hainamchung
Clean code patterns for Azure AI Search Python SDK (azure-search-documents). Use when building search applications, creating/managing indexes, implementing agentic retrieval with knowledge bases, or working with vector/hybrid search. Covers SearchClient, SearchIndexClient, SearchIndexerClient, and KnowledgeBaseRetrievalClient.
researching-on-the-internet
by ed3dai
Use when planning features and need current API docs, library patterns, or external knowledge; when testing hypotheses about technology choices or claims; when verifying assumptions before design decisions - gathers well-sourced, current information from the internet to inform technical decisions
x-algorithm-optimizer
by TheMattBerman
Use when optimizing X/Twitter posts for reach, debugging underperforming content, or understanding For You feed mechanics. Triggers on X algorithm, Twitter optimization, viral posts, engagement strategy, Phoenix ranking, weighted scorer, Grok ranking.
trademark-search
by dylanfeltus
Search the USPTO trademark database to check name availability and get registration details. Use when the user wants to check if a name is trademarked, research trademark availability, or look up registration status. No API key required.
appstore-intel
by dylanfeltus
Look up app details, ratings, reviews, and search the iOS App Store, Mac App Store, and Google Play. Use when the user asks about app ratings, wants to compare apps, or research a competitor's app store presence. No API key required.