wispbit-ai/skills

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

SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas.

All-time #7093 Trending #8100 First seen Feb 10, 2026
8-week activity · all time api

Installation

$ npx skills add wispbit-ai/skills --skill sqlalchemy-alembic-expert-best-practices-code-review

Summary

  • 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.

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

Also in this package

Other skills from wispbit-ai/skills.

npx skills add wispbit-ai/skills

Browse all from wispbit-ai/skills

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 8
License MIT
Default branch main
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Version1.0.0
LicenseMIT
More metadata
author
wispbit
version
1.0.0

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,849 B
  • docs SUMMARY.md 401 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1,700 installs

SKILL.md

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