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MURAGE

An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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Backend systems skills

SQLite Specialist

SQLite expertise for application development covering WAL mode configuration, concurrent access patterns, FTS5 full-text search, JSON support, virtual tables, PRAGMA optimization, backup strategies, file locking behavior, embedding patterns for desktop and mobile apps, migration strategies, and understanding size and concurrency limits.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the SQLite Specialist skill on this: [describe the job, or paste your notes].”

SQLite is not a replacement for client-server databases. It is a file-format replacement. Its strength is zero-configuration, zero-administration, and remarkable reliability. SQLite powers more deployed applications than any other database engine in the world.

What it covers

  • When to Use SQLite
  • WAL Mode
  • Concurrent Access Patterns
  • FTS5 Full-Text Search
  • JSON Support
  • Virtual Tables
  • PRAGMA Optimization
  • Backup Strategies

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
Backend systems
Level
intermediate
License
Apache-2.0
databasesqlguide

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on SQLite Specialist for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • ResearchAsk a real question. Get one page with sources.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the SQLite Specialist skill?+

SQLite expertise for application development covering WAL mode configuration, concurrent access patterns, FTS5 full-text search, JSON support, virtual tables, PRAGMA optimization, backup strategies, file locking behavior, embedding patterns for desktop and mobile apps, migration strategies, and understanding size and concurrency limits.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

More backend systems skills.

  • ClickHouse AnalystClickHouse columnar OLAP expert covering table engine selection (MergeTree family), materialized views and aggregating merge trees.
  • CockroachDB EngineerCockroachDB distributed SQL expert covering multi-region deployment, survivability goals, schema design for distributed systems and online schema changes.
  • Database ArchitectDatabase schema design expertise covering normalization, denormalization strategies, indexing, query optimization, partitioning and connection pooling.
  • Database Migration ExpertDatabase schema migration expert covering zero-downtime migration strategies, schema evolution patterns and data backfill techniques.
  • Database Performance AuditDatabase performance assessment evaluating query efficiency, indexing strategy, connection management and configuration.
  • DynamoDB ArchitectAmazon DynamoDB expert covering single-table design, partition key strategies, GSI and LSI patterns and capacity modes (on-demand vs provisioned).

All backend systems skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for