Back to skills
SkillHub ClubRun DevOpsDevOpsBackendFull Stack

agentdb-optimization

Provides concrete optimization techniques for AgentDB vector databases, including quantization methods (binary, scalar, product) for 4-32x memory reduction and HNSW indexing for 150x faster search. Offers specific configuration recipes for different scale levels and use cases with measurable performance benchmarks.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
21,708
Hot score
99
Updated
March 20, 2026
Overall rating
A8.6
Composite score
8.5
Best-practice grade
C61.2

Install command

npx @skill-hub/cli install ruvnet-claude-code-flow-agentdb-optimization
vector-databaseperformance-optimizationquantizationhnswagentdb

Repository

ruvnet/claude-code-flow

Skill path: .claude/skills/agentdb-optimization

Provides concrete optimization techniques for AgentDB vector databases, including quantization methods (binary, scalar, product) for 4-32x memory reduction and HNSW indexing for 150x faster search. Offers specific configuration recipes for different scale levels and use cases with measurable performance benchmarks.

Open repository

Best for

Primary workflow: Run DevOps.

Technical facets: DevOps, Backend, Full Stack.

Target audience: DevOps teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: ruvnet.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install agentdb-optimization into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/ruvnet/claude-code-flow before adding agentdb-optimization to shared team environments
  • Use agentdb-optimization for devops workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

agentdb-optimization | SkillHub