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GitHub Skill

sqlite-ops

Patterns for SQLite databases in Python projects - state management, caching, and async operations. Triggers on: sqlite, sqlite3, aiosqlite, local database, database schema, migration, wal mode.

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Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

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Skill instructions

SQLite Operations

Patterns for SQLite databases in Python projects.

Quick Connection

import sqlite3

def get_connection(db_path: str) -> sqlite3.Connection:
    conn = sqlite3.connect(db_path, check_same_thread=False)
    conn.row_factory = sqlite3.Row  # Dict-like access
    conn.execute("PRAGMA journal_mode=WAL")  # Better concurrency
    conn.execute("PRAGMA foreign_keys=ON")
    return conn

Context Manager Pattern

from contextlib import contextmanager

@contextmanager
def db_transaction(conn: sqlite3.Connection):
    try:
        yield conn
        conn.commit()
    except Exception:
        conn.rollback()
        raise

WAL Mode

Enable for concurrent read/write:

conn.execute("PRAGMA journal_mode=WAL")
Mode Reads Writes Best For
DELETE (default) Blocked during write Single Simple scripts
WAL Concurrent Single Web apps, MCP servers

Common Gotchas

Issue Solution
"database is locked" Use WAL mode
Slow queries Add indexes, check EXPLAIN QUERY PLAN
Thread safety Use check_same_thread=False
FK not enforced Run PRAGMA foreign_keys=ON

CLI Quick Reference

sqlite3 mydb.sqlite    # Open database
.tables                # Show tables
.schema items          # Show schema
.headers on && .mode csv && .output data.csv  # Export CSV
VACUUM;                # Reclaim space

When to Use

  • Local state/config storage
  • Caching layer
  • Event logging
  • MCP server persistence
  • Small to medium datasets

Additional Resources

For detailed patterns, load:

  • ./references/schema-patterns.md - State, cache, event, queue table designs
  • ./references/async-patterns.md - aiosqlite CRUD, batching, connection pools
  • ./references/migration-patterns.md - Version migrations, JSON handling

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-01-28
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

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