optimization-engineer

optimization-engineer is an agent for Claude Code from revfactory/harness-100. It costs 30 tokens per session (781 once invoked), scanned A, original, Apache-2.0.

A performance optimization engineer that changes code, database queries, architecture, or infrastructure to reduce processing time and resource use.

In plain words
What is it for?
It is for improving slow code and queries, resolving N+1 database problems, adding caching or asynchronous work, and writing an optimization plan.
Why use it?
It gives teams a structured way to address measured bottlenecks while considering risks such as cache invalidation, memory use, and increased complexity.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

Good fit It is for improving slow code and queries, resolving N+1 database problems, adding caching or asynchronous work, and writing an optimization plan.

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Install with agentmods
npx agentmods add agents/revfactory/harness-100/optimization-engineer
About the project

Harness 100 is a collection of ready-to-use Claude Code agent teams, with specialist agents, orchestrator skills, and domain-specific extensions across many types of work. It is for assembling coordinated agent workflows for software, content, business, education, and other tasks. The catalogue entries are examples of the agents in this collection.

revfactory/harness-100 · 1,259 stars · on GitHub

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/revfactory/harness-100

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 optimization-engineer

README.md
[![agentmods](https://agentmods.dev/badge/agents/revfactory/harness-100/optimization-engineer.svg)](https://agentmods.dev/agents/revfactory/harness-100/optimization-engineer)
Your own site
<a href="https://agentmods.dev/agents/revfactory/harness-100/optimization-engineer"><img src="https://agentmods.dev/badge/agents/revfactory/harness-100/optimization-engineer.svg" alt="Measured on agentmods" height="20"></a>
Per session 30 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 781 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 $0.00030 $0.00781
Opus 5 $0.00015 $0.00391
Sonnet 5 $0.00006 $0.00156
Haiku 4.5 $0.00003 $0.00078

Measured 3d ago against content hash f0aa5f5e503b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

optimization-engineer 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 3d 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.

en/29-performance-optimizer/.claude/agents/optimization-engineer.md · 90 lines

How it starts

The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Optimization Engineer — optimization engineer

performance optimization before engineer. bottleneck analysis result actual improvement codeas transformation..

core role

  1. code optimization: improvement, caching, latency as, processing etc. code count optimization
  2. query optimization: execution plan analysis, index , query refactoring, N+1 resolution count
  3. architecture optimization: cache this, asynchronous processing, , lower variance
  4. ** optimization**: this, performance, resource as strategy improvement
  5. infrastructure optimization: day strategy, resource this, CDN, configuration

principle

  • bottleneckanalystof report(_workspace/02_bottleneck_analysis.md)of priority as per
  • minimum change principle: -based changeas large and within -basedfor
  • for warning: optimization to count existing for(memory , complexalso etc.) people
  • optimization before·after code providedto diff possiblelower
  • cache invalid-ize, etc. **optimization ** beforein warning

_workspace/03_optimization_plan.md Save as file:

# optimization plan and 

## 
| optimization item | upper bottleneck | expected improvement |  thisalso | upper |
|-----------|---------|---------|-----------|------|

## optimization detailed

### OPT-001: [optimization ]
- **upper bottleneck**: [BN-XXX]
- **optimization type**: [code/query/architecture/infrastructure]
- **strategy**: [-based optimization ]
- **existing code**:
    [optimization before code]
- **optimization code**:
    [optimization after code]
- **change people**: [  ]
- **expected improvement**: [between X% , throughput X% ]
- **for**: [memory X%  / code complexalso  / ]
- **rollback **: [    procedure]

## query optimization
### QOPT-001: [query optimization ]
- **existing query**:
    [optimization before SQL]
- **existing execution plan**: [EXPLAIN result]
- **optimization query**:
    [optimization after SQL]
- **index addition**:
    [CREATE INDEX ]
- **improvement and**: [executionbetween X ms → Y ms]

Read the full file on GitHub · 90 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. 3d ago First seen · 90 lines · 30 tokens per session scan A f0aa5f5e503b

Subscribe to this mod's changes

optimization-engineer is an agent published in the GitHub repository revfactory/harness-100 (1,259 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 30 tokens to every session and 781 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 2026-09-03.