mcpbeat Sign in

Data Contract Migrations Agent Skill

Design and verify data contracts, schema changes, migrations, rollbacks, backfills, compatibility windows, tenant isolation, and API-to-database field mapping. Use when changing database schema, event payloads, persisted documents, analytics tables, multi-tenant data boundaries, or any user-visible data contract where silent fallback or undeclared fields would be dangerous.

666 tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
0
copies elsewhere
how many repositories repackaged it
242
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/majiayu000/spellbook --skill data-contract-migrations

The instruction itself

6 sections, as written by the author

Data Contract Migrations

Purpose

Use this skill when data shape changes can break reads, writes, reports, tenants, or integrations. The goal is an explicit compatibility and migration plan, not just a SQL diff.

Preflight

Gather these facts before proposing changes:

  • Current schema, models, serializers, API contracts, and persisted samples.
  • Writers and readers of each field.
  • Migration tool and rollback support.
  • Data volume, tenant boundaries, and backfill cost.
  • Required zero-downtime or maintenance-window constraints.
  • Existing tests or fixtures that prove compatibility.

If the current data does not contain a field, treat it as absent. Do not invent fallback fields.

Migration Design

Use expand-migrate-contract for production systems:

  • Expand: add nullable columns, new tables, new enum values, or versioned payloads without breaking old readers.
  • Dual-write or adapter: write both old and new forms when needed.
  • Backfill: migrate historical data with batching, checkpoints, and retry behavior.
  • Read switch: move readers to the new contract after verification.
  • Contract: remove old fields only after the compatibility window and rollback risk pass.

For small systems, a direct migration is acceptable only when downtime, rollback, and data loss risks are explicitly low.

Required Checks

Every plan must include:

  • Forward migration command.
  • Rollback or roll-forward recovery command.
  • Backfill idempotency and resume behavior.
  • Data validation query before and after.
  • Tenant isolation check when tenants exist.
  • API/serializer compatibility test.
  • Observability for migration progress and failure.

Output Shape

contract_change:
affected_readers_writers:
migration_strategy:
backfill_plan:
rollback_or_recovery:
tenant_and_security_checks:
verification_queries:
test_commands:
release_gate:

Raise errors for missing critical data rather than warning and falling back to incomplete output.

Other skills for the same job

different authors, same section of the catalogue
Biorxiv Database
by christophacham
×4

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.

9k tokens scripts
Brenda Database
by christophacham
×4

Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.

36k tokens scripts
Clinpgx Database
by christophacham
×4

Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.

13k tokens scripts
Clinvar Database
by christophacham
×4

Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.

10k tokens
Cosmic Database
by christophacham
×4

Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.

6k tokens scripts
Ensembl Database
by christophacham
×4

Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.

8k tokens scripts
Fda Database
by christophacham
×4

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.

32k tokens scripts
Gene Database
by christophacham
×4

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

13k tokens scripts

How to use it

Copy the folder

Take majiayu000/data-contract-migrations from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.