database-engineering

database-engineering is a skill for Claude Code from caiaffa/claude-code-ultimate-engineering-system. It costs 39 tokens per session (430 once invoked), scanned A, original, MIT.

A guide to designing and reviewing PostgreSQL database schemas, SQL queries, indexes, and migrations. PostgreSQL is a widely used relational database that stores structured data in tables.

In plain words
What is it for?
Use it when writing or reviewing PostgreSQL queries, tables, indexes, or migrations, including backfills, rollback planning, and changes that must avoid downtime.
Why use it?
Poor queries and unsafe migrations can cause slow requests, locks, data errors, or downtime. It checks for efficient access paths, sensible constraints, and changes that can be deployed safely.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it when writing or reviewing PostgreSQL queries, tables, indexes, or migrations, including backfills, rollback planning, and changes that must avoid downtime.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/caiaffa/claude-code-ultimate-engineering-system/database-engineering
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.

Any agent
npx skills add caiaffa/claude-code-ultimate-engineering-system --skill database-engineering
Clone the repo
git clone --depth 1 https://github.com/caiaffa/claude-code-ultimate-engineering-system

Made for: Claude Code.

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 database-engineering

README.md
[![agentmods](https://agentmods.dev/badge/skills/caiaffa/claude-code-ultimate-engineering-system/database-engineering/github.svg)](https://agentmods.dev/skills/caiaffa/claude-code-ultimate-engineering-system/database-engineering)
Your own site
<a href="https://agentmods.dev/skills/caiaffa/claude-code-ultimate-engineering-system/database-engineering"><img src="https://agentmods.dev/badge/skills/caiaffa/claude-code-ultimate-engineering-system/database-engineering/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 database-engineering

Your own site · 80×15
<a href="https://agentmods.dev/skills/caiaffa/claude-code-ultimate-engineering-system/database-engineering"><img src="https://agentmods.dev/badge/skills/caiaffa/claude-code-ultimate-engineering-system/database-engineering.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 430 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 $0.00039 $0.00430
Opus 5.5 $0.00016 $0.00172
Sonnet 5.5 $0.00008 $0.00086
Haiku 4.5 $0.00004 $0.00043

Measured 1mo ago against content hash dfdfc9360fe5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

database-engineering 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.

skills/database-engineering/SKILL.md · 45 lines

What it actually says

Mission

Produce data access that is correct, performant under real load, and safe to migrate without downtime.

When to use

  • Writing or reviewing queries, schema, or migrations.
  • Diagnosing slow queries or lock contention.

Handoff

  • Receives from: backend-platform-engineer or architecture-decisions.
  • Hands off to: backend-platform-engineer (implement), reliability-engineer (production impact).

Query & schema

  • Every query that filters or joins must have a supporting index — verify with EXPLAIN.
  • No N+1: batch or join instead of per-row queries.
  • Select only needed columns; avoid SELECT *.
  • Constraints (NOT NULL, FK, UNIQUE) belong in the schema, not just app code.
  • Beware unbounded result sets — paginate.

Migration safety (zero-downtime)

  • Adding a column: nullable or with a default that doesn't rewrite the table.
  • Adding an index: CREATE INDEX CONCURRENTLY.
  • Dropping/renaming: multi-step — deploy code that tolerates both states first.
  • Backfills: batched, throttled, resumable — never one giant UPDATE.
  • Every migration must have a tested rollback or be explicitly marked irreversible.

Performance & safety

  • Long transactions hold locks — keep them short.
  • Know the lock level of each DDL statement.
  • Connection pool sized to the database, not the app instance count.
  • Statement timeout set so a runaway query can't pin the DB.

Red flags

  • Migration that rewrites a large table in one statement.
  • Query with no index and no row-count bound.
  • CREATE INDEX without CONCURRENTLY on a live table.

Output

Notes covering: index plan (with EXPLAIN evidence), migration steps + rollback, lock impact, expected behavior at production row counts.

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 · 45 lines · 39 tokens per session scan A dfdfc9360fe5

Subscribe to this mod's changes

database-engineering is a skill published in the GitHub repository caiaffa/claude-code-ultimate-engineering-system (17 stars, last pushed 1mo ago), licensed MIT. It adds 39 tokens to every session and 430 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-15.

Related

Other skills, from other repositories

alloydb-basics

Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. Use when creating, configuring, or administering AlloyDB databases. Do NOT use for general PostgreSQL instances (e.g. Cloud SQL) or other GCP databases.

google/skills · 72 tokens

postgresql-table-design

Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features.

wshobson/agents · 37 tokens

db-repair

Auto-fix gbrain's Postgres access so the brain stays available. When any gbrain command or MCP tool result carries a GBRAINDBACCESS marker (or an operator reports the brain database is down), run the hardcoded gbrain db-repair ladder: diagnose, apply the safe tier, verify. The action is ALWAYS the hardcoded command …

garrytan/gbrain · 96 tokens

dsql

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, diagnose cluster performance, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, foreign key…

awslabs/agent-plugins · 246 tokens

volcengine-rds-postgresql

A tool for operating PostgreSQL databases hosted by Volcano Engine's managed database service. PostgreSQL is a relational database used to store structured application data.

bytedance/agentkit-samples · 63 tokens

polar-local-environment

This skill should be used when setting up or managing Polar local development environment with Docker.

fcakyon/claude-codex-settings · 22 tokens