AgentDB Advanced Features

Teaches Claude AgentDB's advanced stack — QUIC sync, hybrid vector+metadata search, multi-DB sharding, MMR and production hardening.

Dev & CodingAdvanced★ 394⑂ 53AI score 7/10Last updated: Jul 3, 2026

What it does

Gives Claude a working reference for advanced AgentDB (agentic-flow reasoningbank adapter) capabilities, with concrete config and code:

QUIC synchronization: peers, port, sync interval, batch size, retries, compression; multi-node deployment env vars for sub-millisecond replication
Distance metrics: cosine vs euclidean vs dot with formulas, value ranges and best-fit data types, plus a custom weighted-distance template
Hybrid search: vector similarity combined with metadata filters ($gte, $lte, $in, $contains) and vector/metadata score weighting
Multi-database & sharding: domain-separated databases and a shard routing helper
MMR: mmrLambda tuning to trade relevance against result diversity
Production patterns: singleton connection pool, error handling for DIMENSION_MISMATCH / DATABASE_LOCKED, latency and cache-hit monitoring
Ops & CLI: export/import/merge, VACUUM, ANALYZE, reindex, full env-var list, troubleshooting recipes

Who it's for

Developers already running AgentDB or agentic-flow as agent memory
Teams sharing vector memory across multiple agents or nodes
Anyone tuning RAG quality with metadata filters and diversification
Requires Node.js 18+, AgentDB v1.0.7+, and basic distributed-systems knowledge

Example uses

"Replicate AgentDB patterns across three servers" → get ready-to-run QUIC peer config and per-node environment variables
"Search only ML papers from 2023+ with 50+ citations" → a hybrid query using filters: { year: {$gte:2023}, citations: {$gte:50} }
"My results are all near-duplicates" → enable useMMR: true, mmrLambda: 0.5
"The database keeps locking" → retry-with-backoff wrapper plus VACUUM/reindex maintenance steps

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/Microck/ordinary-claude-skills/HEAD/skills_all/agentdb-advanced-features/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)

Download the ZIP with the button below.
In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.

↓ Download ZIP

Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills_all/agentdb-advanced-features folder from the GitHub repo Microck/ordinary-claude-skills into my ~/.claude/skills/microck-agentdb-advanced-features/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/Microck/ordinary-claude-skills.git && mkdir -p ~/.claude/skills && cp -r ordinary-claude-skills/skills_all/agentdb-advanced-features ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

Open a terminal and go to a working directory.
Clone the repository: git clone https://github.com/Microck/ordinary-claude-skills.git
Create the skills folder if needed: mkdir -p ~/.claude/skills
Copy just this skill: cp -r ordinary-claude-skills/skills_all/agentdb-advanced-features ~/.claude/skills/
Confirm Node.js 18 or newer: node -v
Add AgentDB to your project: npm i agentic-flow (verify the CLI with npx agentdb@latest --help)
Restart Claude Code and ask something like "set up AgentDB QUIC sync across my nodes" to trigger the skill.
If you use QUIC, open UDP port 4433 on your firewall: sudo ufw allow 4433/udp

View source on GitHub ↗License: NOASSERTION