AgentDB Advanced Features

AgentDB Advanced Features is a skill for Claude Code from jazz-max/ruflo-hub. It costs 49 tokens per session (3,390 once invoked), scanned B, original, no licence file.

A skill for using advanced AgentDB features, including synchronization, multiple databases, custom similarity calculations, hybrid search, and distributed systems integration.

In plain words
What is it for?
Use it to build distributed AI systems, coordinate multiple agents, and create advanced vector-search applications.
Why use it?
It helps when a vector-search or AI system must work across databases or multiple connected machines.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to build distributed AI systems, coordinate multiple agents, and create advanced vector-search applications.

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Install with agentmods
npx agentmods add skills/jazz-max/ruflo-hub/agentdb-advanced
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add jazz-max/ruflo-hub --skill agentdb-advanced
Clone the repo
git clone --depth 1 https://github.com/jazz-max/ruflo-hub

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for AgentDB Advanced Features

README.md
[![agentmods](https://agentmods.dev/badge/skills/jazz-max/ruflo-hub/agentdb-advanced/github.svg)](https://agentmods.dev/skills/jazz-max/ruflo-hub/agentdb-advanced)
Your own site
<a href="https://agentmods.dev/skills/jazz-max/ruflo-hub/agentdb-advanced"><img src="https://agentmods.dev/badge/skills/jazz-max/ruflo-hub/agentdb-advanced/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for AgentDB Advanced Features

Your own site · 80×15
<a href="https://agentmods.dev/skills/jazz-max/ruflo-hub/agentdb-advanced"><img src="https://agentmods.dev/badge/skills/jazz-max/ruflo-hub/agentdb-advanced.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,390 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00049 $0.03390
Opus 5 $0.00024 $0.01695
Sonnet 5 $0.00010 $0.00678
Haiku 4.5 $0.00005 $0.00339

Measured 5d ago against content hash e5524686b1e9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade B, and why

AgentDB Advanced Features scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

sudo ufw allow 4433/udp
.claude/skills/agentdb-advanced/SKILL.md · 551 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 551 lines · 49 tokens per session scan B e5524686b1e9

Subscribe to this mod's changes

AgentDB Advanced Features is a skill published in the GitHub repository jazz-max/ruflo-hub (4 stars, last pushed 21d ago), with no licence file. It adds 49 tokens to every session and 3,390 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.