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Data Migration Integrity

skill-jukrap-ai-agent-playbook-data-migration-integrity · by jukrap

Use when planning, reviewing, or verifying data migrations, backfills, warehouse transformations, reconciliation queries, idempotency, batching, rollback, or data repair.

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Install

$ agentstack add skill-jukrap-ai-agent-playbook-data-migration-integrity

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Data Migration Integrity

Use this as the primary data skill for migration and backfill correctness.

Workflow

  1. Identify source/target datasets, ownership, volume, write paths, readers, schedule, migration order, and rollback or repair path.
  2. Classify the change as schema migration, backfill, transform, reconciliation, data repair, or warehouse/reporting migration.
  3. Check idempotency, batching, locking, constraints, late data, duplicates, partial failure, and compatibility with old/new code.
  4. Verify with dry runs, before/after counts, reconciliation queries, samples, and post-migration monitors when possible.

Reference

Read references/migration-integrity-checks.md for migration planning, idempotency, compatibility, locking, and rollback checks.

Read references/backfill-reconciliation.md for backfill, sampling, counts, reconciliation queries, and data repair handoff.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.