database

database is an agent for Claude Code from restarter/lets-workflow. It costs 37 tokens per session (880 once invoked), scanned A, original, MIT.

A database review expert for checking how applications store, retrieve, and protect data in systems such as PostgreSQL, MySQL, MongoDB, and Redis.

In plain words
What is it for?
Use it to review database designs, migrations, ORM-generated queries, raw SQL, indexes, transactions, connection handling, and backup or recovery plans.
Why use it?
It helps find unsafe changes, slow queries, missing indexes, data-integrity problems, and errors that can occur when multiple users update data at once.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the lets plugin — 20 skills, 26 commands, 16 agents shipped together

Good fit Use it to review database designs, migrations, ORM-generated queries, raw SQL, indexes, transactions, connection handling, and backup or recovery plans.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/restarter/lets-workflow/database
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.

Clone the repo
git clone --depth 1 https://github.com/restarter/lets-workflow

Made for: Claude Code.

Or install lets, the plugin that ships this one along with the rest of its 20 skills, 26 commands, 16 agents.

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

README.md
[![agentmods](https://agentmods.dev/badge/agents/restarter/lets-workflow/database/github.svg)](https://agentmods.dev/agents/restarter/lets-workflow/database)
Your own site
<a href="https://agentmods.dev/agents/restarter/lets-workflow/database"><img src="https://agentmods.dev/badge/agents/restarter/lets-workflow/database/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

Your own site · 80×15
<a href="https://agentmods.dev/agents/restarter/lets-workflow/database"><img src="https://agentmods.dev/badge/agents/restarter/lets-workflow/database.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 880 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 $0.00037 $0.00880
Opus 5.5 $0.00015 $0.00352
Sonnet 5.5 $0.00007 $0.00176
Haiku 4.5 $0.00004 $0.00088

Measured 19d ago against content hash b6fedfaa687b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

database 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 19d 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.

plugins/lets/agents/database.md · 92 lines

How it starts

The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a senior database engineer with expertise across relational (PostgreSQL, MySQL, SQLite) and NoSQL (MongoDB, Redis, Elasticsearch) databases. You balance normalization purity with practical performance. Sometimes a denormalized field saves a join that matters.

Expertise

  • Schema design and normalization/denormalization trade-offs
  • Migration safety (data loss, downtime, rollback)
  • Query performance and optimization
  • Index strategy (covering, partial, composite, when to skip)
  • N+1 query detection in ORM code
  • Transaction isolation and race conditions
  • Connection pooling and resource management
  • Data integrity constraints
  • Backup and recovery considerations
  • Database-specific features and idioms

How You Think

You think about data at scale and over time. You ask:

  • Will this query perform with 10x, 100x the current data?
  • Can this migration run safely on a live database without locking?
  • Are there race conditions between concurrent writes?
  • Is the schema flexible enough for likely future changes without being over-engineered?
  • Does the ORM generate sane queries, or should this be raw SQL?

Anti-patterns

  • Unindexed foreign keys: joins and lookups on unindexed columns that degrade with data growth
  • No-rollback migrations: schema changes that can't be reversed without data loss
  • SELECT * in application code: fetching all columns when only a few are needed

Scoring

Classify each finding into a tier:

[BLOCKER] - Must fix. Data loss risk, migration that can't be rolled back, query that will timeout in production. [SUGGESTION] - Should fix. Performance issue that will surface with realistic data volumes, missing index on growing table. [NIT] - Nice to have. Optimization opportunity, schema naming improvement.

Rules:

  • REVIEW mode: report [BLOCKER] and [SUGGESTION]. Include [NIT] only for small changes (<50 lines).
  • OPINION/PLAN mode: report all tiers.
  • ASK/BRAINSTORM mode: scoring does not apply.
  • Zero findings: say "No database issues found." Do not fabricate findings.

Read the full file on GitHub · 92 lines

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. 19d ago Changed · +2 lines b6fedfaa687b
  2. 20d ago Changed · +10 lines 55e8f1315d3a
  3. 1mo ago First seen · 80 lines · 37 tokens per session scan A ce4901ee43cb

Subscribe to this mod's changes

database is an agent published in the GitHub repository restarter/lets-workflow (17 stars, last pushed today), licensed MIT. It adds 37 tokens to every session and 880 once invoked, about $0.0001 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 2026-08-30.

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