A comprehensive AI skill for planning, executing, and validating data migrations between complex systems while ensuring integrity and minimizing downtime.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install afrexai-data-migration
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install afrexai-data-migration using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Data Migration Planner?
The Data Migration Planner is a sophisticated technical asset designed to orchestrate the movement of data between heterogeneous systems, such as CRMs, ERPs, and relational databases. By leveraging the power of Openclaw Skills, this tool automates the heavy lifting of discovery, field-level schema mapping, and ETL pipeline design. It provides developers and data engineers with a structured framework to navigate the complexities of data transformation, ensuring that data quality is maintained from source to destination.
Beyond simple transfers, this skill focuses on enterprise-grade reliability by generating detailed cutover runbooks and rollback strategies. It allows teams to define clear point-of-no-return criteria and business-rule validation checks, making it indispensable for high-stakes migrations where data integrity and compliance are paramount.
Data Migration Planner Use Cases
- Transitioning CRM data between platforms like Salesforce and HubSpot.
- Moving legacy database architectures from MySQL to modern PostgreSQL or cloud instances.
- Mapping and consolidating legacy ERP data into new, unified system schemas.
- Creating automated validation suites for high-volume data warehouse migrations.
How Data Migration Planner Works
- Inventory all source objects, tables, and record counts to identify data quality issues.
- Create field-level transformation rules and mapping tables between the source and target schemas.
- Design a multi-stage ETL pipeline covering extraction, cleaning, transformation, and loading phases.
- Generate validation queries, including checksums and referential integrity checks, to verify the migration.
- Produce a comprehensive cutover runbook with go/no-go gates and detailed rollback procedures.
Data Migration Planner Setup
To get started with this skill within your Openclaw Skills environment, configure your migration parameters using the following structure:
# Initialize the migration planner context
openclaw skill:add data-migration-planner
# Configure source and target system metadata
openclaw config:set migration_source="MySQL_Production"
openclaw config:set migration_target="PostgreSQL_Cloud"
Data Migration Planner Data Schema & Taxonomy
The skill organizes migration metadata and outputs into a structured taxonomy for easy integration into devops workflows:
| Component | Description | Data Format |
|---|---|---|
| Mapping Manifest | Detailed source-to-target field mapping and transformation rules | Markdown Table |
| ETL Specification | Sequence of extract, stage, and load operations | Structured List |
| Validation Test Suite | SQL or API-based checksum and row-count queries | Code Blocks |
| Migration Runbook | Step-by-step cutover instructions and timeline | Markdown |
| Risk Analysis | Documentation of data volume, downtime, and compliance risks | Text |
Data Migration Planner Advanced Features
- Support for high-volume data strategies involving batch processing for datasets exceeding 10M rows.
- Zero-downtime migration planning using Change Data Capture (CDC) and dual-write strategies.
- Automated compliance auditing for GDPR and HIPAA data handling during transit.
- Multi-agent orchestration for parallel validation and user acceptance sampling within Openclaw Skills.
- Built-in cost estimation based on migration complexity and row volume.
SKILL.md
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