agentdb-advanced-features
Build Advanced AgentDB Systems
Advanced AgentDB projects need reliable patterns for sync, search, and database operations. This skill gives practical guidance for QUIC sync, hybrid search, sharding, and production tuning.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "agentdb-advanced-features" from https://skillstore.io/skills/dnyoussef-agentdb-advanced-features.md and its manifest at https://skillstore.io/api/skills/dnyoussef-agentdb-advanced-features/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "agentdb-advanced-features". Choose a distance metric for semantic document search with normalized text embeddings.
Expected outcome:
Use cosine similarity as the default. It focuses on direction, works well for normalized text vectors, and supports semantic similarity search.
Using "agentdb-advanced-features". Plan database separation for knowledge, conversations, and code memories.
Expected outcome:
- Use separate AgentDB files for each memory domain.
- Route writes by domain before inserting patterns.
- Monitor size, latency, and cache hit rate for each store.
Using "agentdb-advanced-features". Troubleshoot QUIC synchronization that is not reaching peer nodes.
Expected outcome:
Check UDP firewall rules, confirm peer names resolve, verify matching ports, and review QUIC logs before changing production settings.
Security Audit
SafeThe skill is documentation-only, but several examples ask users to run shell commands against local databases and network services. Most static findings are Markdown or placeholder false positives; the real issues are unpinned CLI execution and a privileged firewall command.
Capability review items (8)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
⚙️ External commands (50)
🌐 Network access (11)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
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https://skillstore.io/skills/dnyoussef-agentdb-advanced-features/audits/10?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/dnyoussef-agentdb-advanced-features?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/dnyoussef-agentdb-advanced-features/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/dnyoussef-agentdb-advanced-features.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
DNYoussef. (2026). agentdb-advanced-features security audit report (audit version 10) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dnyoussef-agentdb-advanced-features/audits/10BibTeX citation
@techreport{dnyoussef-dnyoussef-agentdb-advanced-features-2026,
author = {DNYoussef},
title = {agentdb-advanced-features security audit report (audit version 10)},
institution = {Skillstore},
year = {2026},
number = {10},
url = {https://skillstore.io/skills/dnyoussef-agentdb-advanced-features/audits/10},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "agentdb-advanced-features security audit report (audit version 10)"
version: "unspecified"
type: report
authors:
- name: "DNYoussef"
date-released: "2026-07-09"
url: "https://skillstore.io/skills/dnyoussef-agentdb-advanced-features/audits/10"
identifiers:
- type: other
value: "skillstore:dnyoussef-agentdb-advanced-features:audit:10"
description: "Skillstore immutable audit report identifier"
Compare variants
2 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
dnyoussef-agentdb-advanced-features
2026-09-09
ruvnet-agentdb-advanced-features
2026-09-09
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Plan Distributed Memory Sync
Use the skill to design QUIC peer settings, sync intervals, retries, and deployment checks for AgentDB nodes.
Tune Retrieval Quality
Use the skill to choose distance metrics, combine metadata filters, and balance relevance with result diversity.
Operate AgentDB Data Stores
Use the skill to organize multiple databases, export backups, merge stores, rebuild indexes, and monitor latency.
Try These Prompts
Explain which AgentDB distance metric fits my workload. My data is [type], vectors are [normalized or raw], and speed needs are [goal].
Design an AgentDB hybrid search approach for [domain]. Include useful metadata filters, scoring weights, and diversity settings.
Plan QUIC synchronization for [number] AgentDB nodes across [environment]. Include peer layout, ports, retry settings, and operational risks.
Review my AgentDB production plan for [application]. Assess database separation, sharding, backup operations, monitoring, and failure handling.
Best Practices
- Use placeholder peer addresses until the deployment network plan is approved.
- Pin package versions before running CLI examples in production environments.
- Encrypt and access-control exported database backups that may contain embeddings or memory records.
Avoid
- Do not run privileged firewall commands from examples without administrator approval.
- Do not reuse sample private IP addresses in real peer configuration.
- Do not merge or reindex production databases without a tested backup and rollback plan.
Frequently Asked Questions
Does this skill execute AgentDB commands automatically?
What AgentDB topics does it cover?
Is it useful for beginners?
Can it help with production deployments?
Does it include security hardening?
Which AI tools can use this skill?
Developer Details
Author
DNYoussefLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Repository
https://github.com/DNYoussef/ai-chrome-extension/tree/main/.claude/skills/agentdb-advancedRef
0519034dad657fb1f7706e0550e962beeda73fdf
Maintenance freshness
7/20/2026
Usage
4 downloads · 229 views
File structure
📄 SKILL.md