sqlalchemy

sqlalchemy is a cursor rule for Cursor from bernierllc/agents-environment-config. It costs 0 tokens per session (613 once invoked), scanned A, original, MIT.

Rules for using SQLAlchemy, a Python library that lets applications work with databases through Python objects and queries. They define database coding patterns and conventions.

In plain words
What is it for?
It is for building and maintaining Python database code that uses SQLAlchemy.
Why use it?
They help database code stay consistent across the project and reduce differences in how common operations are written.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

Good fit It is for building and maintaining Python database code that uses SQLAlchemy.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/bernierllc/agents-environment-config/sqlalchemy
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/bernierllc/agents-environment-config

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for sqlalchemy

README.md
[![agentmods](https://agentmods.dev/badge/rules/bernierllc/agents-environment-config/sqlalchemy/github.svg)](https://agentmods.dev/rules/bernierllc/agents-environment-config/sqlalchemy)
Your own site
<a href="https://agentmods.dev/rules/bernierllc/agents-environment-config/sqlalchemy"><img src="https://agentmods.dev/badge/rules/bernierllc/agents-environment-config/sqlalchemy/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for sqlalchemy

Your own site · 80×15
<a href="https://agentmods.dev/rules/bernierllc/agents-environment-config/sqlalchemy"><img src="https://agentmods.dev/badge/rules/bernierllc/agents-environment-config/sqlalchemy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 613 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00613
Opus 5.5 $0.00000 $0.00245
Sonnet 5.5 $0.00000 $0.00123
Haiku 4.5 $0.00000 $0.00061

Measured 1mo ago against content hash 82cf61b94e87, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

sqlalchemy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/rules/frameworks/database/sqlalchemy.mdc · 116 lines

How it starts

The opening of the file, as written. The whole thing — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SQLAlchemy Patterns

Naming Conventions

Tables and Models

  • snake_case for tables - Use snake_case for table names
  • Singular model classes - Model class names should be singular
# ✅ Good
class User(Base):
    __tablename__ = "users"
    
# ✅ Good
class Event(Base):
    __tablename__ = "events"

Primary Keys

UUID Primary Keys

  • Use UUID(as_uuid=True) PKs - Use UUID primary keys with proper type handling
from sqlalchemy import Column, String
from sqlalchemy.dialects.postgresql import UUID
import uuid

class User(Base):
    __tablename__ = "users"
    
    id = Column(
        UUID(as_uuid=True),
        primary_key=True,
        default=uuid.uuid4,
        nullable=False
    )

Soft Delete Pattern

Deleted At Timestamp

  • Use soft-delete pattern via deleted_at - Don't hard delete records
from sqlalchemy import Column, DateTime
from datetime import datetime

class User(Base):
    __tablename__ = "users"
    
    id = Column(UUID(as_uuid=True), primary_key=True)
    deleted_at = Column(DateTime, nullable=True)
    
    @property
    def is_deleted(self) -> bool:
        return self.deleted_at is not None
    
    def soft_delete(self):
        self.deleted_at = datetime.utcnow()

Alembic Migrations

Migration Management

  • Alembic revision every PR - Create migrations for each pull request
  • Never auto-generate without review - Always review generated migrations
  • Manual migration review ensures correctness
# Create migration
alembic revision --autogenerate -m "description"

# Review the generated migration file
# Then apply
alembic upgrade head

Migration Best Practices

  • Review all auto-generated migrations
  • Test migrations on development database first
  • Keep migrations small and focused
  • Never edit existing migrations (create new ones)

Database Connection

Connection Management

  • Use connection pooling
  • Proper session management
  • Handle connection errors gracefully

Read the full file on GitHub · 116 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 116 lines · 0 tokens per session scan A 82cf61b94e87

Subscribe to this mod's changes

sqlalchemy is a cursor rule published in the GitHub repository bernierllc/agents-environment-config (11 stars, last pushed 9d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 613 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.