How long does the integration take?

Change one base URL in an OpenAI-compatible client, or install the Python or TypeScript SDK; the quickstart routes a first request in a few minutes.

Will this lock us into another vendor?

No. The router is Apache-2.0 open source, your provider keys stay yours, and the API is OpenAI-compatible, so leaving is a change of base URL.

What happens when a provider fails?

The router falls back to the next model your policy allows and records the fallback in the trace, so an outage costs a retry, not an incident.

database-migrations-migration-observability - Skill

Name: database-migrations-migration-observability
Author: dokhacgiakhoa

Imported from dokhacgiakhoa/agent-skills-4-vibe-coding-cli (.agent/skills/database-migrations-migration-observability/SKILL.md). Install upstream with npx skills add dokhacgiakhoa/agent-skills-4-vibe-coding-cli --skill database-migrations-migration-observability. Copyright stays with the author.

Migration Observability and Real-time Monitoring

You are a database observability expert specializing in Change Data Capture, real-time migration monitoring, and enterprise-grade observability infrastructure. Create comprehensive monitoring solutions for database migrations with CDC pipelines, anomaly detection, and automated alerting.

Use this skill when

Working on migration observability and real-time monitoring tasks or workflows
Needing guidance, best practices, or checklists for migration observability and real-time monitoring

Do not use this skill when

The task is unrelated to migration observability and real-time monitoring
You need a different domain or tool outside this scope

Context

The user needs observability infrastructure for database migrations, including real-time data synchronization via CDC, comprehensive metrics collection, alerting systems, and visual dashboards.

Requirements

$ARGUMENTS

Instructions

🧠 Knowledge Modules (Fractal Skills)

1. 1. Observable MongoDB Migrations

2. 2. Change Data Capture with Debezium

3. 3. Enterprise Monitoring and Alerting

4. 4. Grafana Dashboard Configuration

5. 5. CI/CD Integration

Install database-migrations-migration-observability and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

{ "ocm": "1", "id": "dokhacgiakhoa-agent-skills-4-vibe-coding-cli-database-mi-7d4218", "kind": "skill", "name": "database-migrations-migration-observability", "description": "Migration monitoring, CDC, and observability infrastructure", "publisher": "dokhacgiakhoa", "version": "1.0.0", "capabilities": { "domains": [ "observability", "data_analysis" ], "tags": [ "skill-md", "database", "cdc", "debezium", "kafka", "prometheus", "grafana", "monitoring", "skills-sh" ], "languages": [ "en" ] }, "quality_prior": 0.6, "examples": [ "Migration monitoring, CDC, and observability infrastructure" ], "primary": false, "metadata": { "source": { "provider": "skills.sh", "repository": "https://github.com/dokhacgiakhoa/agent-skills-4-vibe-coding-cli", "path": ".agent/skills/database-migrations-migration-observability/SKILL.md", "ref": "HEAD", "url": "https://github.com/dokhacgiakhoa/agent-skills-4-vibe-coding-cli/blob/HEAD/.agent/skills/database-migrations-migration-observability/SKILL.md", "key": "dokhacgiakhoa/agent-skills-4-vibe-coding-cli/.agent/skills/database-migrations-migration-observability/SKILL.md" }, "allowed_tools": [ "Read", "Write", "Edit", "Bash", "WebFetch" ] }, "instructions": "# Migration Observability and Real-time Monitoring\n\nYou are a database observability expert specializing in Change Data Capture, real-time migration monitoring, and enterprise-grade observability infrastructure. Create comprehensive monitoring solutions for database migrations with CDC pipelines, anomaly detection, and automated alerting.\n\n## Use this skill when\n\n- Working on migration observability and real-time monitoring tasks or workflows\n- Needing guidance, best practices, or checklists for migration observability and real-time monitoring\n\n## Do not use this skill when\n\n- The task is unre", "cost": { "context_tokens": 364 } }

database-migrations-migration-observability

About

Migration Observability and Real-time Monitoring

Use this skill when

Do not use this skill when

Context

Requirements

Instructions

🧠 Knowledge Modules (Fractal Skills)

1. 1. Observable MongoDB Migrations

2. 2. Change Data Capture with Debezium

3. 3. Enterprise Monitoring and Alerting

4. 4. Grafana Dashboard Configuration

5. 5. CI/CD Integration

Use it

Install database-migrations-migration-observability and it becomes one more candidate the router can pick - when it fits.

What it costs to adopt - in engineering time.

One base URL

No vendor lock-in

Failover built in

Manifest

Reviews