# Data Migration Integrity

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

- **Type:** Skill
- **Install:** `agentstack add skill-jukrap-ai-agent-playbook-data-migration-integrity`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [jukrap](https://agentstack.voostack.com/s/jukrap)
- **Installs:** 0
- **Category:** [Data & Analytics](https://agentstack.voostack.com/c/data-and-analytics)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [jukrap](https://github.com/jukrap)
- **Source:** https://github.com/jukrap/ai-agent-playbook/tree/main/skills/data/data-migration-integrity
- **Website:** https://www.npmjs.com/package/ai-agent-playbook

## Install

```sh
agentstack add skill-jukrap-ai-agent-playbook-data-migration-integrity
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## 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.

- **Author:** [jukrap](https://github.com/jukrap)
- **Source:** [jukrap/ai-agent-playbook](https://github.com/jukrap/ai-agent-playbook)
- **License:** MIT
- **Homepage:** https://www.npmjs.com/package/ai-agent-playbook

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

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-jukrap-ai-agent-playbook-data-migration-integrity
- Seller: https://agentstack.voostack.com/s/jukrap
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.