AgentDB Advanced Features

AgentDB Advanced Features is a skill for Claude Code, Codex from proffesor-for-testing/agentic-qe. It costs 49 tokens per session (3,412 once invoked), scanned B, a copy of AgentDB Advanced Features, MIT.

A guide to advanced AgentDB features for distributed AI systems. AgentDB is a database for storing and searching information used by AI applications, including searches based on meaning rather than exact words.

In plain words
What is it for?
Building multi-agent systems, distributed AI applications, hybrid search, custom similarity calculations, and synchronized AgentDB deployments.
Why use it?
It explains how to synchronize several databases, combine meaning-based search with metadata filters, and connect systems across machines. This helps when one local database is no longer enough.

Skill for Claude CodeCodex

Part of the claude-flow plugin — 134 skills, 46 commands, 11 agents, 4 hooks shipped together

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.

agentmods
npx agentmods add skills/proffesor-for-testing/agentic-qe/agentdb-advanced
Any agent
npx skills add proffesor-for-testing/agentic-qe --skill agentdb-advanced
Clone the repo
git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe

Made for: Claude Code, Codex.

Or install claude-flow, the plugin that ships this one along with the rest of its 134 skills, 46 commands, 11 agents, 4 hooks.

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/proffesor-for-testing/agentic-qe/agentdb-advanced.svg)](https://agentmods.dev/skills/proffesor-for-testing/agentic-qe/agentdb-advanced)
Your own site
<a href="https://agentmods.dev/skills/proffesor-for-testing/agentic-qe/agentdb-advanced"><img src="https://agentmods.dev/badge/skills/proffesor-for-testing/agentic-qe/agentdb-advanced.svg" alt="Measured on agentmods" 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 3,412 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
Origin 100% copy Near-identical to another mod 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 $0.03412
Opus 5 $0.00024 $0.01706
Sonnet 5 $0.00010 $0.00682
Haiku 4.5 $0.00005 $0.00341

Measured 2d ago against content hash 3b337dee6eb1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, 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 2d 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
Origin

This is a copy

100% identical to AgentDB Advanced Features — 47 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agents/skills/ruflo/.agents/skills/agentdb-advanced/SKILL.md · 552 lines

How it starts

The opening of the file, as written. The whole thing — 552 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AgentDB Advanced Features

What This Skill Does

Covers advanced AgentDB capabilities for distributed systems, multi-database coordination, custom distance metrics, hybrid search (vector + metadata), QUIC synchronization, and production deployment patterns. Enables building sophisticated AI systems with sub-millisecond cross-node communication and advanced search capabilities.

Performance: <1ms QUIC sync, hybrid search with filters, custom distance metrics.

Prerequisites

  • Node.js 18+
  • AgentDB v1.0.7+ (via agentic-flow)
  • Understanding of distributed systems (for QUIC sync)
  • Vector search fundamentals

QUIC Synchronization

What is QUIC Sync?

QUIC (Quick UDP Internet Connections) enables sub-millisecond latency synchronization between AgentDB instances across network boundaries with automatic retry, multiplexing, and encryption.

Benefits:

  • <1ms latency between nodes
  • Multiplexed streams (multiple operations simultaneously)
  • Built-in encryption (TLS 1.3)
  • Automatic retry and recovery
  • Event-based broadcasting

Enable QUIC Sync

import { createAgentDBAdapter } from 'agentic-flow$reasoningbank';

// Initialize with QUIC synchronization
const adapter = await createAgentDBAdapter({
  dbPath: '.agentdb$distributed.db',
  enableQUICSync: true,
  syncPort: 4433,
  syncPeers: [
    '192.168.1.10:4433',
    '192.168.1.11:4433',
    '192.168.1.12:4433',
  ],
});

// Patterns automatically sync across all peers
await adapter.insertPattern({
  // ... pattern data
});

// Available on all peers within ~1ms

QUIC Configuration

const adapter = await createAgentDBAdapter({
  enableQUICSync: true,
  syncPort: 4433,              // QUIC server port
  syncPeers: ['host1:4433'],   // Peer addresses
  syncInterval: 1000,          // Sync interval (ms)
  syncBatchSize: 100,          // Patterns per batch
  maxRetries: 3,               // Retry failed syncs
  compression: true,           // Enable compression
});

Read the full file on GitHub · 552 lines

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. 2d ago First seen · 552 lines · 49 tokens per session scan B 3b337dee6eb1

Subscribe to this mod's changes

AgentDB Advanced Features is a skill published in the GitHub repository proffesor-for-testing/agentic-qe (474 stars, last pushed 4d ago), licensed MIT. It adds 49 tokens to every session and 3,412 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). It is 100% identical to AgentDB Advanced Features, differing in 47 lines, and is treated as a copy.