CLAUDE CODE MARKETPLACES
SkillsMarketplacesMCPDigestLearnAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Web & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web CrawlingAutomation & Workflows
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Plugins Reference

Community

  • About
  • Learn
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by @mertduzgun

Independent project, not affiliated with Anthropic
  1. Skills
  2. /
  3. ruvnet
  4. /
  5. ruflo
  6. /
  7. Vector Search

Vector Search

Editor's Note

Two vector search systems in one skill, and they're not interchangeable. The embeddings_* tools handle large corpora (millions of vectors) with HNSW indexing that's 150x to 12,500x faster than brute force, depending on size. The ruvllm_hnsw_* tools are a WASM router capped at 11 patterns for sub-millisecond routing, not corpus search. If you're memory constrained with 5,000+ vectors, RaBitQ gives you 32x memory reduction via 1-bit quantization. The hyperbolic option maps hierarchical data to Poincare ball space instead of using cosine distance. Know which path you need before you start, the capacity limits are real and the use cases don't overlap.

Install

npx skills add https://github.com/ruvnet/ruflo --skill vector-search
Votes
0
Installs334
GitHub Stars57.5k
Categories
AI & Agent Building
First SeenJun 3, 2026
View on GitHub

Comments

Login to comment

Related AI & Agent Building Skills

View all →
agentica-prompts

parcadei/continuous-claude-v3

0
398
3.8k
agentica prompts
llm-application-dev-langchain-agent

sickn33/antigravity-awesome-skills

0
306
39.4k
llm application dev langchain agent
agentic-eval

github/awesome-copilot

0
9.4k
34.3k
Iterative evaluation and refinement patterns for improving AI agent outputs through self-critique loops.
ai-prompt-engineering-safety-review

github/awesome-copilot

0
9.4k
34.3k
Comprehensive safety analysis and improvement framework for AI prompts with detailed assessment methodologies.
emblem-ai-prompt-examples

emblemcompany/agent-skills

0
8.7k
10
emblem ai prompt examples
finalize-agent-prompt

github/awesome-copilot

0
8.6k
34.3k
Polish and refine agent prompt files against proven best practices.