skillZs
★ LIVE SKILL TAGS ★
>>> LIVE SKILLS INDEX <<<
* OPEN SOURCE *
NO LOGIN, NO TRACKING
※ REAL INSTALL DATA ※
← back to all skills
existential-birds/beagle219 installs

sqlalchemy-code-review

Reviews SQLAlchemy code for session management, relationships, N+1 queries, and migration patterns. Use when reviewing SQLAlchemy 2.0 code, checking session lifecycle, relationship() usage, or Alembic migrations.

How do I install this agent skill?

npx skills add https://github.com/existential-birds/beagle --skill sqlalchemy-code-review
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    This skill provides a comprehensive set of reference guides and checklists for reviewing SQLAlchemy and Alembic code. It covers session management, relationship optimization, query patterns, and migration best practices. The analysis found no malicious code, unauthorized network activity, or injection attempts.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

  • Runlayerwarn

    5/5 files flagged

What does this agent skill do?

SQLAlchemy Code Review

Quick Reference

Issue TypeReference
Session lifecycle, context managers, async sessionsreferences/sessions.md
relationship(), lazy loading, N+1, joinedloadreferences/relationships.md
select() vs query(), ORM overhead, bulk opsreferences/queries.md
Alembic patterns, reversible migrations, data migrationsreferences/migrations.md

Review Checklist

  • Sessions use context managers (with, async with)
  • No session sharing across requests or threads
  • Sessions closed/cleaned up properly
  • relationship() uses appropriate lazy strategy
  • Explicit joinedload/selectinload to avoid N+1
  • No lazy loading in loops (N+1 queries)
  • Using SQLAlchemy 2.0 select() syntax, not legacy query()
  • Bulk operations use bulk_insert/bulk_update, not ORM loops
  • Async sessions use proper async context managers
  • Migrations are reversible with downgrade()
  • Data migrations use op.execute() not ORM models
  • Migration dependencies properly ordered

Gates (SQLAlchemy-specific)

Run once per SQLAlchemy-related finding, after you can anchor file:line (see review-verification-protocol) and before the finding ships. If a step’s pass condition is not met, do not assert the finding as written—gather evidence, withdraw, downgrade severity, or rephrase as a question.

Gate 1 — Session scope and lifecycle

StepActionPass condition
1aOpen the module where the session is created or injected (not from memory).file:line for Session, sessionmaker, async_session, or the factory/Depends() that yields a session.
1bIf claiming leak, cross-request sharing, or missing cleanup: trace the session’s scope (context manager, try/finally, middleware).Scoped region cited with a file:line range, or withdraw if scope is correct after the read.

Gate 2 — N+1, lazy loading, eager loads

StepActionPass condition
2aIdentify the loop or repeated call site (ORM attribute access, execute in a loop).file:line for the loop or hot path.
2bIf claiming N+1: name the relationship or query pattern emitted per iteration.Relationship or per-iteration SQL pattern with file:line, or rephrase as a question if unclear.

Gate 3 — Migrations (Alembic)

StepActionPass condition
3aOpen the revision file (e.g. under versions/, or the project’s Alembic layout).Repo-relative path + file:line for revision / upgrade / downgrade.
3bIf claiming broken downgrade() or risky data migration: point at the op.* / op.execute() involved.Snippet or line range in that file for each claimed op, or withdraw.

When to Load References

  • Reviewing session creation/cleanup → sessions.md
  • Reviewing model relationships → relationships.md
  • Reviewing database queries → queries.md
  • Reviewing Alembic migration files → migrations.md

Review Questions

  1. Are all sessions properly managed with context managers?
  2. Are relationships configured to avoid N+1 queries?
  3. Are queries using SQLAlchemy 2.0 select() syntax?
  4. Are all migrations reversible and properly tested?

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/existential-birds/beagle/sqlalchemy-code-review">View sqlalchemy-code-review on skillZs</a>