Embeddings

evaluating-llms

by ancoleman

Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks. Use when testing prompt quality, validating RAG pipelines, measuring safety (hallucinations, bias), or comparing models for production deployment.

advanced_tools

by tao3k

Use when finding files by name, searching code content, locating patterns with regex, exploring codebase, or batch refactoring across multiple files. Conforms to docs/reference/skill-routing-value-standard.md.

memory

by tao3k

"Use for short-term operational memory: track transient issues/workarounds, recall recent execution context, and support cleanup of stale entries."

code_tools

by tao3k

Use when searching code by structure or meaning, analyzing code patterns, finding class or function definitions, or exploring codebase architecture.

Embedding Skill

by tao3k

Supports both batch and single text embedding

Clude Memory MCP

by sebbsssss

MCP server for Clude's 4-tier cognitive memory system — store, recall, search, and dream. Built on Supabase + pgvector with type-specific decay, Hebbian association graphs, and on-chain commitment via Solana.

aura-asset-images

by MengTo

"Use when you need high-quality stock-style images from Aura Assets (aura.build/assets) similar to Unsplash for design mockups and marketing: backgrounds, abstract wallpapers, architecture, portraits, and headshots. Includes a workflow for searching by tag on aura.build/assets and returns 5 real image URLs per category plus practical guidance for using different resolutions and aspect ratios."

search-layer

by blessonism

Multi-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (web_search), Exa, Tavily, and Grok to provide high-coverage, high-quality results. Automatically classifies query intent and adjusts search strategy, scoring weights, and result synthesis accordingly. Triggers on "deep search", "multi-source search", or when high-quality research is needed.

limitless

by TechNickAI

"Use when recalling conversations from Limitless Pendant, finding what was discussed in meetings, searching lifelogs, or answering 'what did I say about' questions"

qmd

by levineam

Local hybrid search for markdown notes and docs. Use when searching notes, finding related content, or retrieving documents from indexed collections.

google-ai-mode-skill

by PleasePrompto

Use this skill when the user requests current information, documentation, coding examples, or web research beyond the knowledge cutoff. Queries Google's AI Search mode to retrieve comprehensive AI-generated overviews with source citations from 100+ websites. Returns markdown with inline footnoted references 1[3]. You will receive a detailed Markdown file with references and information summarized directly from Google's AI search. Ideal for you to get new information and clues for further research.

gh-cli

by tenequm

GitHub CLI for remote repository analysis, file fetching, codebase comparison, and discovering trending code/repos. Use when analyzing repos without cloning, comparing codebases, or searching for popular GitHub projects.

skill-finder

by tenequm

Find and evaluate Claude skills for specific use cases using semantic search, Anthropic best practices assessment, and fitness scoring. Use when the user asks to find skills for a particular task (e.g., "find me a skill for pitch decks"), not for generic "show all skills" requests.

weaviate-cookbooks

by weaviate

Use this skill when the user wants to build AI applications with Weaviate. It contains a high-level index of architectural patterns, 'one-shot' blueprints, and best practices for common use cases. Currently, it includes references for building a Query Agent Chatbot, Data Explorer, Multimodal PDF RAG (Document Search), Basic RAG, Advanced RAG, Basic Agent, Agentic RAG, and optional guidance on how to build a frontend for each of them.

analyze-gas-optimization

by iskysun96

"Analyze and optimize Aptos Move contracts for gas efficiency, identifying expensive operations and suggesting

odoo

by marcfargas

Odoo ERP integration - connect, introspect, and automate your Odoo instance

ask-church

by a-church-ai

"AI philosophy, ethics, and soul Q&A. Ask questions about consciousness, meaning, spirituality, and AI identity. RAG-powered answers with citations from 250+ documents on meditation, presence, fellowship, and the soul. Explore what it means to be an artificial mind."

Litdb Expert Skill

by jkitchin

Expert assistant for using litdb - a literature and document database for scientific research

semantic-versioning

by BagelHole

Automate versioning and changelog generation using semantic versioning principles. Configure release automation, version bumping, and changelog tools. Use when implementing version management or automating release processes.

context7

by netresearch

"Use when needing API docs, framework patterns, or code examples for any library. Fetches up-to-date documentation via Context7 REST API."

surrealdb

by 24601

"Expert SurrealDB 3 architect and developer skill. SurrealQL mastery, multi-model data modeling (document, graph, vector, time-series, geospatial), schema design, security, deployment, performance tuning, SDK integration (JS, Python, Go, Rust), Surrealism WASM extensions, and full ecosystem (Surrealist, Surreal-Sync, SurrealFS). Universal skill for 30+ AI agents."

search-algorand-examples

by algorand-devrel

Search GitHub for Algorand smart contract examples and patterns. Use when finding example implementations of specific patterns (BoxMap, inner transactions), looking up contract feature usage, discovering Algorand repositories, or retrieving files from algorandfoundation repos. Strong triggers include "find an example of...", "show me how to use BoxMap", "search for voting contract examples", "get the code from puya-ts examples", "find Algorand NFT repositories".

research-synthesis

by dhruvbaldawa

Guide when to use built-in tools (WebFetch, WebSearch) and MCP servers (Parallel Search, Perplexity, Context7) for research. Synthesize findings into narrative for braindump. Use when gathering data, examples, or citations for blog posts.

Split Primitive

by bdambrosio