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ruvnet avatar

V3 Memory Unification

ruvnet/ruflo
67.2k stars
Summary

If you're dealing with fragmented memory systems across your Claude workflows, this skill consolidates everything into a unified AgentDB backend with HNSW vector search. The pitch is 150x to 12,500x faster search performance compared to whatever you're running now, presumably SQLite or markdown-based storage. It handles the migration automatically while keeping your existing integrations working. The speed gains sound aggressive, but HNSW is legit for vector similarity search if you're doing heavy retrieval work. Worth testing if memory lookups are a bottleneck in your agent setup, though you'll want to verify those benchmarks against your actual data patterns.

Install to Claude Code

npx -y skills add ruvnet/ruflo --skill "V3 Memory Unification" --agent claude-code

Installs into .claude/skills of the current project.

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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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Files
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Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Backend & APIs
First SeenJun 3, 2026
View on GitHub

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