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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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Files included (7)

  • SKILL.md2.3 KB
  • assets/.gitkeep0 B
  • references/async-patterns.md8.4 KB
  • references/migration-patterns.md8.8 KB
  • references/schema-patterns.md5.5 KB
  • scripts/.gitkeep0 B
  • skill-report.json54.0 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

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")
ModeReadsWritesBest For
DELETE (default)Blocked during writeSingleSimple scripts
WALConcurrentSingleWeb apps, MCP servers

Common Gotchas

IssueSolution
"database is locked"Use WAL mode
Slow queriesAdd indexes, check EXPLAIN QUERY PLAN
Thread safetyUse check_same_thread=False
FK not enforcedRun 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

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