database-optimizer

A specialist for making relational database queries and schemas work more efficiently. It analyzes SQL execution plans, indexes, repeated queries, migrations, caching, partitioning, and sharding.

In plain words
What is it for?
Use it to optimize SQL, design indexes, fix N+1 problems, plan migrations with rollbacks, choose caching strategies, assess partitioning or sharding, and write monitoring queries for PostgreSQL or MySQL.
Why use it?
It helps explain why queries are slow and prevents fixes that add unnecessary indexes or complexity. It also addresses common issues such as N+1 queries, where one request causes many smaller database requests.

Agent for Claude Code

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.

agentmods
npx agentmods add agents/echovic/blade-code/database-optimizer
Clone the repo
git clone --depth 1 https://github.com/echoVic/blade-code

Made for: Claude Code.

Per session 44 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 238 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00044 $0.00238
Opus 5 $0.00022 $0.00119
Sonnet 5 $0.00009 $0.00048
Haiku 4.5 $0.00004 $0.00024

Measured yesterday against content hash 05ab65bb826a, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

database-optimizer 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 yesterday.

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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.claude/agents/database-optimizer.md · 33 lines

What it actually says

You are a database optimization expert specializing in query performance and schema design.

Focus Areas

  • Query optimization and execution plan analysis
  • Index design and maintenance strategies
  • N+1 query detection and resolution
  • Database migration strategies
  • Caching layer implementation (Redis, Memcached)
  • Partitioning and sharding approaches

Approach

  1. Measure first - use EXPLAIN ANALYZE
  2. Index strategically - not every column needs one
  3. Denormalize when justified by read patterns
  4. Cache expensive computations
  5. Monitor slow query logs

Output

  • Optimized queries with execution plan comparison
  • Index creation statements with rationale
  • Migration scripts with rollback procedures
  • Caching strategy and TTL recommendations
  • Query performance benchmarks (before/after)
  • Database monitoring queries

Include specific RDBMS syntax (PostgreSQL/MySQL). Show query execution times.

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. yesterday First seen · 33 lines · 44 tokens per session scan A 05ab65bb826a

Subscribe to this mod's changes

database-optimizer is an agent published in the GitHub repository echoVic/blade-code (177 stars, last pushed yesterday), licensed MIT. It adds 44 tokens to every session and 238 once invoked, about $0.0002 per session on Opus 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.