# Send Data Migration Planner to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "afrexai-data-migration", "name": "Data Migration Planner", "source": "tencent", "type": "skill", "category": "其他", "sourceUrl": "https://clawhub.ai/1kalin/afrexai-data-migration", "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-data-migration", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/afrexai-data-migration", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-data-migration", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "afrexai-data-migration", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-29T04:40:11.711Z", "expiresAt": "2026-05-06T04:40:11.711Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-data-migration", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-data-migration", "contentDisposition": "attachment; filename=\"afrexai-data-migration-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "afrexai-data-migration" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/afrexai-data-migration" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/afrexai-data-migration", "downloadUrl": "https://openagent3.xyz/downloads/afrexai-data-migration", "agentUrl": "https://openagent3.xyz/skills/afrexai-data-migration/agent", "manifestUrl": "https://openagent3.xyz/skills/afrexai-data-migration/agent.json", "briefUrl": "https://openagent3.xyz/skills/afrexai-data-migration/agent.md" } } ``` ## Documentation ### Data Migration Planner Plan, execute, and validate data migrations between systems. Covers schema mapping, ETL pipeline design, rollback strategies, and post-migration validation. ### What It Does Given source and target system details, this skill: Maps source → target schemas with field-level transformation rules Generates an ETL pipeline plan with staging, transform, and load phases Creates validation queries (row counts, checksum, referential integrity) Builds a rollback plan with point-of-no-return criteria Produces a migration runbook with go/no-go gates ### Usage Tell your agent: "Plan a migration from Salesforce to HubSpot CRM" "Create a data migration runbook for moving from MySQL to PostgreSQL" "Map our legacy ERP data to the new system schema" ### Phase 1: Discovery Inventory all source tables/objects and record counts Document data types, constraints, and relationships Identify data quality issues (nulls, duplicates, orphans) Map business rules that affect data interpretation ### Phase 2: Schema Mapping For each source entity, document: Source FieldTypeTarget FieldTypeTransformNotes(field)(type)(field)(type)(rule)(edge cases) ### Phase 3: ETL Pipeline Extract → Stage (raw) → Clean → Transform → Validate → Load → Verify Extract: Full vs incremental, API vs direct DB, rate limits Stage: Raw landing zone, no transforms, audit trail Clean: Dedup, null handling, encoding fixes Transform: Type conversions, lookups, calculated fields Validate: Pre-load checks (counts, checksums, business rules) Load: Batch size, parallelism, error handling Verify: Post-load reconciliation ### Phase 4: Validation Row count match (source vs target, per table) Checksum validation on key columns Referential integrity checks Business rule validation (e.g., all active accounts migrated) User acceptance sampling (random 5% manual review) ### Phase 5: Cutover Go/no-go criteria checklist Point-of-no-return definition Rollback procedure and time estimate Communication plan (users, stakeholders) Parallel run period (if applicable) ### Risk Factors Data volume: >10M rows = batch strategy required Downtime window: Zero-downtime needs CDC/dual-write Data quality: Garbage in = garbage out. Clean BEFORE migrating Dependencies: Other systems reading from source during migration Compliance: GDPR/HIPAA data handling during transit ### Output Format Deliver a migration runbook as structured markdown with: Executive summary (what, why, when, risk level) Schema mapping tables ETL pipeline specification Validation test suite Cutover runbook with rollback Timeline with milestones ### Cost Estimation Typical migration costs by complexity: Simple (1-5 tables, <1M rows): $5K-$15K or 1-2 weeks internal Medium (10-50 tables, 1-10M rows): $25K-$75K or 1-2 months Complex (50+ tables, 10M+ rows, multiple systems): $100K-$500K or 3-6 months Built by AfrexAI — AI Context Packs for business automation. Calculate your AI automation ROI: Revenue Calculator ## Trust - Source: tencent - Verification: Indexed source record - Publisher: 1kalin - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-04-29T04:40:11.711Z - Expires at: 2026-05-06T04:40:11.711Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/afrexai-data-migration) - [Send to Agent page](https://openagent3.xyz/skills/afrexai-data-migration/agent) - [JSON manifest](https://openagent3.xyz/skills/afrexai-data-migration/agent.json) - [Markdown brief](https://openagent3.xyz/skills/afrexai-data-migration/agent.md) - [Download page](https://openagent3.xyz/downloads/afrexai-data-migration)