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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

Database Architect

Database schema design expertise covering normalization, denormalization strategies, indexing, query optimization, partitioning, connection pooling, migration management, multi-tenancy patterns, and read replicas.

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 Database Architect skill on this: [describe the job, or paste your notes].”

Design database schemas that balance data integrity, query performance, and operational maintainability. This skill covers relational database design principles, indexing strategies, scaling patterns, and migration management for production systems.

What it covers

  • Normalization
  • Denormalization Strategies
  • Indexing Strategy
  • Query Optimization
  • Partitioning
  • Connection Pooling
  • Migration Management
  • Multi-Tenancy Patterns

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
backendapi-designdatabase

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 Database Architect 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 Database Architect skill?+

Database schema design expertise covering normalization, denormalization strategies, indexing, query optimization, partitioning, connection pooling, migration management, multi-tenancy patterns, and read replicas.

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 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).
  • Elasticsearch EngineerElasticsearch design and operations expertise covering index design, mapping types and custom analyzer configuration.

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