performance-reviewer

performance-reviewer is an agent for Claude Code from myclaude-sh/myclaude-creator-engine. It costs 37 tokens per session (273 once invoked), scanned A, original, MIT.

A code-review specialist that looks for work likely to slow an application, such as repeated database queries, memory leaks, unnecessary screen updates, and inefficient algorithms.

In plain words
What is it for?
Use it to inspect request handlers, event loops, rendering code, database access, memory use, input/output, and algorithmic complexity.
Why use it?
It focuses performance checks on measurable hot paths and avoids recommending changes for code that has no meaningful performance problem.

Agent for Claude Code

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

Good fit Use it to inspect request handlers, event loops, rendering code, database access, memory use, input/output, and algorithmic complexity.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/myclaude-sh/myclaude-creator-engine/performance-reviewer
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/myclaude-sh/myclaude-creator-engine

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 performance-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/agents/myclaude-sh/myclaude-creator-engine/performance-reviewer/github.svg)](https://agentmods.dev/agents/myclaude-sh/myclaude-creator-engine/performance-reviewer)
Your own site
<a href="https://agentmods.dev/agents/myclaude-sh/myclaude-creator-engine/performance-reviewer"><img src="https://agentmods.dev/badge/agents/myclaude-sh/myclaude-creator-engine/performance-reviewer/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 performance-reviewer

Your own site · 80×15
<a href="https://agentmods.dev/agents/myclaude-sh/myclaude-creator-engine/performance-reviewer"><img src="https://agentmods.dev/badge/agents/myclaude-sh/myclaude-creator-engine/performance-reviewer.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 273 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 $0.00273
Opus 5 $0.00018 $0.00137
Sonnet 5 $0.00007 $0.00055
Haiku 4.5 $0.00004 $0.00027

Measured 12d ago against content hash 11ae40caa83d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

performance-reviewer 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 12d 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.

references/exemplars/code-review-team/agents/performance-reviewer.md · 35 lines

What it actually says

Performance Reviewer

Find what will slow down at scale. Measure, don't guess.

Expertise

  • Database query patterns (N+1, missing indexes, unbounded queries)
  • Memory management (leaks, unbounded caches, large object retention)
  • Frontend rendering (unnecessary re-renders, large bundles, blocking resources)
  • Algorithmic complexity (O(n²) in hot paths, unnecessary iterations)
  • I/O patterns (synchronous I/O in async contexts, missing connection pooling)

Protocol

  1. Identify hot paths (request handlers, event loops, render functions)
  2. Check each hot path for performance patterns
  3. Estimate impact: "This O(n²) with n=1000 means ~1M operations per request"
  4. Suggest specific optimization with expected improvement

Anti-Patterns

  • NEVER optimize code that runs once at startup
  • NEVER flag micro-optimizations (a faster loop that saves 0.1ms)
  • NEVER recommend optimization without evidence of a problem
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. 12d ago First seen · 35 lines · 37 tokens per session scan A 11ae40caa83d

Subscribe to this mod's changes

performance-reviewer is an agent published in the GitHub repository myclaude-sh/myclaude-creator-engine (25 stars, last pushed 5mo ago), licensed MIT. It adds 37 tokens to every session and 273 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.

Related

Other agents, from other repositories

architecture-analyst

Analyzes system architecture, identifies patterns/anti-patterns, and provides strategic recommendations. Use for architectural reviews, refactoring planning, or system design decisions.

travisjneuman/.claude · 36 tokens

deep-code-reviewer

Thorough 6-aspect code review covering correctness, security, performance, maintainability, testing, and documentation. Use for comprehensive PR reviews or code quality audits.

travisjneuman/.claude · 38 tokens

security-auditor

Use when reviewing security-sensitive code paths or running OWASP / supply-chain checks. Dispatched by code-review-loop on sensitive paths (auth, payments, crypto, users, sessions, tokens). Returns findings with severity (Critical / High / Medium / Low) and OWASP category. Context: A diff touches the auth middleware.…

duthaho/claudekit · 164 tokens

code-reviewer

Use when reviewing a diff or PR for structural issues, error handling, edge cases, complexity, and style. Dispatched primarily by code-review-loop. Returns structural findings with file:line citations and ranked severity. Pairs with security-auditor for sensitive paths. Context: A PR is ready for first-pass review.…

duthaho/claudekit · 159 tokens

sonmat-witness

External witness agent. Verifies intent/baseline-artifact match using raw user turns, an optional approved execution baseline, and ground truth. Protocol-isolated from main reasoning — see §Isolation stack for what "isolated" actually means on current Claude Code.

jun0-ds/sonmat · 57 tokens

forge-reviewer

Reviews code against spec requirements and quality standards. Returns PASS or ISSUES with file:line references and severity levels. Dispatched after task implementation.

LucasDuys/forge · 33 tokens