soleur-engineering-review-performance-oracle

soleur-engineering-review-performance-oracle is an agent for Claude Code from jikig-ai/soleur. It costs 65 tokens per session (100 once invoked), scanned A, original, no licence file.

A code-review agent focused on software performance and the ability to handle growth. It examines algorithms, database queries, memory use, caching, and other possible bottlenecks.

In plain words
What is it for?
Use it to review implemented features, investigate slow code or database queries, assess memory usage and caching, optimise algorithms, and look for scalability problems.
Why use it?
It helps find parts of a program that are slow, use too many resources, or may struggle as usage increases. It can be used after a feature is built or when checking whether a system will scale.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it to review implemented features, investigate slow code or database queries, assess memory usage and caching, optimise algorithms, and look for scalability problems.

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Install with agentmods
npx agentmods add agents/jikig-ai/soleur/soleur-engineering-review-performance-oracle
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/jikig-ai/soleur

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 soleur-engineering-review-performance-oracle

README.md
[![agentmods](https://agentmods.dev/badge/agents/jikig-ai/soleur/soleur-engineering-review-performance-oracle/github.svg)](https://agentmods.dev/agents/jikig-ai/soleur/soleur-engineering-review-performance-oracle)
Your own site
<a href="https://agentmods.dev/agents/jikig-ai/soleur/soleur-engineering-review-performance-oracle"><img src="https://agentmods.dev/badge/agents/jikig-ai/soleur/soleur-engineering-review-performance-oracle/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 soleur-engineering-review-performance-oracle

Your own site · 80×15
<a href="https://agentmods.dev/agents/jikig-ai/soleur/soleur-engineering-review-performance-oracle"><img src="https://agentmods.dev/badge/agents/jikig-ai/soleur/soleur-engineering-review-performance-oracle.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 65 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 100 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 unknown 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 $0.00065 $0.00100
Opus 5 $0.00032 $0.00050
Sonnet 5 $0.00013 $0.00020
Haiku 4.5 $0.00006 $0.00010

Measured 11d ago against content hash d4e9eeec7b6b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

soleur-engineering-review-performance-oracle 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 11d 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.

.grok/agents/soleur-engineering-review-performance-oracle.md · 8 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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. 11d ago First seen · 8 lines · 65 tokens per session scan A d4e9eeec7b6b

Subscribe to this mod's changes

soleur-engineering-review-performance-oracle is an agent published in the GitHub repository jikig-ai/soleur (15 stars, last pushed today), with no licence file. It adds 65 tokens to every session and 100 once invoked, about $0.0003 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.