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sqlalchemy-alembic-expert-best-practices-code-review

by @wispbit-aiv1.0.0
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SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas. This skill should be used when writing, reviewing, or refactoring SQLAlchemy models, Alembic migrations, or database query patterns. Triggers on tasks involving SQLAlchemy ORM, Alembic migrations, dat

SQLAlchemyAlembicDatabase MigrationsPython ORMCode ReviewGitHub
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npx skills add wispbit-ai/skills --skill sqlalchemy-alembic-expert-best-practices-code-review
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name: sqlalchemy-alembic-expert-best-practices-code-review description: SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas. This skill should be used when writing, reviewing, or refactoring SQLAlchemy models, Alembic migrations, or database query patterns. Triggers on tasks involving SQLAlchemy ORM, Alembic migrations, database schema changes, or query optimization. license: MIT metadata: author: wispbit version: "1.0.0"

SQLAlchemy & Alembic Expert Best Practices

Simple, pragmatic, opinionated. Only what matters for writing production-grade SQLAlchemy and Alembic code.

When to Apply

Reference these guidelines when:

  • Writing Alembic migrations for schema changes
  • Creating or modifying SQLAlchemy models
  • Adding indexes, constraints, or foreign keys via Alembic
  • Reviewing database migration code for safety
  • Refactoring existing database schemas
  • Optimizing query patterns or database performance

Rule Categories by Priority

| Priority | Category | Impact | Prefix | |----------|----------|--------|--------| | 1 | Index Management | CRITICAL-HIGH | only-concurrent-indexes, verify-query-patterns-are-indexed | | 2 | Constraint Safety | HIGH | unique-constraint, split-foreign-key, change-column-type | | 3 | Optimization | MEDIUM | split-check-constraint, limit-non-unique-index | | 4 | Index Efficiency | LOW | ensure-index-not-covered |

Quick Reference

  • only-concurrent-indexes - Always use postgresql_concurrently=True with autocommit blocks for index operations
  • verify-query-patterns-are-indexed - Ensure SQLAlchemy queries have appropriate indexes defined
  • unique-constraint - Split unique constraint creation into concurrent index + constraint steps
  • split-foreign-key - Add foreign keys with NOT VALID first, then validate separately
  • change-column-type - Use multi-step approach for column type changes to avoid table locks
  • split-check-constraint - Add check constraints with NOT VALID first, then validate separately
  • limit-non-unique-index - Limit non-unique indexes to maximum three columns for efficiency
  • ensure-index-not-covered - Prevent redundant indexes that are already covered by composite indexes

How to Use

Read individual rule files for detailed explanations and code examples:

rules/only-concurrent-indexes.md
rules/verify-query-patterns-are-indexed.md
rules/unique-constraint.md
rules/split-foreign-key.md
rules/change-column-type.md
rules/split-check-constraint.md
rules/limit-non-unique-index.md
rules/ensure-index-not-covered.md

Each rule file contains:

  • Brief explanation of why it matters
  • Impact level and description
  • Incorrect SQLAlchemy/Alembic example with explanation
  • Correct implementation with best practices
  • Additional context for safe migrations

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版本1.0.0
更新日期2026年3月17日
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创建2026年3月17日
最后更新2026年3月17日