openclaw-architect
Design, configure, debug, and optimize OpenClaw AI agent deployments. Master guide for gateway configuration, openclaw.json settings, model routing and fallback chains, skills development and publishing, cron job scheduling, memory systems (Qdrant, Neo4j, SQLite), Docker infrastructure, and Tailscale VPN networking. Includes config analyzer that audits your openclaw.json and suggests improvements, plus health checker that validates all OpenClaw subsystems. Built for AI agents — Python stdlib only, no dependencies. Use for OpenClaw setup, gateway debugging, skill building, cron management, model optimization, cost reduction, and infrastructure troubleshooting.
Why use this skill?
Master your OpenClaw deployments with the Architect skill. Audit configurations, debug system health, optimize model routing, and manage memory systems efficiently.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/aiwithabidi/a6-openclaw-architectWhat This Skill Does
The openclaw-architect skill serves as the ultimate diagnostic and configuration companion for OpenClaw AI agent deployments. It provides a comprehensive toolkit for managing the lifecycle of your agents, from initial infrastructure setup to performance tuning and production debugging. By acting as an internal audit mechanism, the skill helps users maintain a robust system architecture through automated configuration analysis and health monitoring.
It handles complex tasks like setting up memory backends (Qdrant, Neo4j, and SQLite), establishing model fallback chains to ensure high availability, and managing Docker-based infrastructure. It also provides specialized utilities for monitoring cron jobs, auditing openclaw.json files for errors or inefficient settings, and verifying that all subsystems are communicating correctly with the gateway.
Installation
To install the skill, use the ClawHub CLI command directly in your terminal: clawhub install openclaw/skills/skills/aiwithabidi/a6-openclaw-architect. Once installed, ensure that your OPENCLAW_WORKSPACE environment variable is correctly set. Verify your installation by running the built-in health check: $PY skills/openclaw-architect/scripts/health_check.py.
Use Cases
- Configuration Auditing: Automatically scan your
openclaw.jsonto identify potential syntax errors, missing fallback models, or sub-optimal performance configurations before they impact your production agent. - Infrastructure Troubleshooting: Quickly isolate if an agent failure is due to a networking issue (Tailscale/Docker), a database disconnection (Neo4j/Qdrant), or a misconfigured cron job, using the automated health checker.
- Performance Optimization: Analyze usage patterns to switch between cost-effective model tiers and high-performance routing, ensuring you get the most out of your token budget.
- Skill Development: Leverage the standardized guides to build, test, and publish custom skills to ClawHub, ensuring they adhere to OpenClaw best practices.
Example Prompts
- "OpenClaw, run the config analyzer on my current openclaw.json and suggest three ways to improve my model fallback chain for better reliability."
- "My agent's memory system isn't retrieving recent data correctly. Please run a health check on the memory subsystem and tell me if it's a Qdrant connection issue."
- "I need to automate a daily data clean-up task. Can you help me set up a new cron job that triggers my custom cleanup skill every night at 2 AM?"
Tips & Limitations
- Safety First: Always run the config analyzer before pushing changes to your production
openclaw.jsonto avoid agent downtime. - Dependency-Free: This skill is built using only the Python standard library, ensuring zero dependency conflicts in your workspace.
- Limitations: While this skill can audit and suggest changes, it does not automatically edit your environment files for security reasons; it provides the corrected JSON code for you to review and apply manually.
- Regular Maintenance: Schedule a weekly health check via cron to ensure your infrastructure remains aligned with updated OpenClaw standards.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-aiwithabidi-a6-openclaw-architect": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: file-read, file-write, code-execution
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