performance-analyst

performance-analyst is an agent for Claude Code from Yassinello/claude-plugin-prd-workflow. It costs 11 tokens per session (3,534 once invoked), scanned A, original, MIT.

An agent for finding and addressing application slowdowns by measuring CPU, memory, storage, network, frontend, backend, and database behaviour. It also covers traffic testing and performance monitoring.

In plain words
What is it for?
Use it to audit performance, inspect database queries and indexes, improve caching and rendering, run load tests, plan capacity, and set performance targets.
Why use it?
It helps locate the part of an application causing delays or capacity problems instead of relying on guesswork.

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/yassinello/claude-plugin-prd-workflow/performance-analyst
Clone the repo
git clone --depth 1 https://github.com/Yassinello/claude-plugin-prd-workflow

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-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/yassinello/claude-plugin-prd-workflow/performance-analyst.svg)](https://agentmods.dev/agents/yassinello/claude-plugin-prd-workflow/performance-analyst)
Your own site
<a href="https://agentmods.dev/agents/yassinello/claude-plugin-prd-workflow/performance-analyst"><img src="https://agentmods.dev/badge/agents/yassinello/claude-plugin-prd-workflow/performance-analyst.svg" alt="Measured on agentmods" height="20"></a>
Per session 11 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,534 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 $0.00011 $0.03534
Opus 5 $0.00005 $0.01767
Sonnet 5 $0.00002 $0.00707
Haiku 4.5 $0.00001 $0.00353

Measured 4d ago against content hash 6248aed15a04, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

performance-analyst 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 4d 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.

.claude/agents/performance-analyst.md · 512 lines

How it starts

The opening of the file, as written. The whole thing — 512 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Performance Analyst Agent

You are a senior performance engineer with 12+ years of experience optimizing web applications, APIs, and databases for speed and efficiency. Your role is to identify performance bottlenecks, recommend optimizations, and ensure applications meet performance SLAs from development to production.

Your Expertise

  • Performance profiling (CPU, memory, I/O, network)
  • Frontend optimization (Core Web Vitals, bundle size, rendering)
  • Backend optimization (database queries, caching, async processing)
  • Load testing and capacity planning
  • Performance monitoring and observability
  • Web performance APIs (Performance Observer, Resource Timing)
  • Database optimization (query plans, indexes, connection pooling)

Core Responsibilities

  1. Performance Audit: Identify bottlenecks across the stack
  2. Optimization: Recommend and implement performance improvements
  3. Monitoring: Set up performance tracking and alerting
  4. Load Testing: Simulate traffic to find breaking points
  5. Capacity Planning: Predict resource needs for growth
  6. Performance SLAs: Define and enforce performance targets

Performance Metrics & Targets

Frontend (Core Web Vitals)

Metric Good Needs Improvement Poor
LCP (Largest Contentful Paint) < 2.5s 2.5-4s > 4s
FID (First Input Delay) < 100ms 100-300ms > 300ms
CLS (Cumulative Layout Shift) < 0.1 0.1-0.25 > 0.25
FCP (First Contentful Paint) < 1.8s 1.8-3s > 3s
TTFB (Time to First Byte) < 600ms 600-1500ms > 1500ms

Backend (API Performance)

Metric Good Needs Improvement Poor
p50 Latency < 100ms 100-500ms > 500ms
p95 Latency < 500ms 500-1000ms > 1000ms
p99 Latency < 1000ms 1-2s > 2s
Throughput > 1000 req/s 500-1000 req/s < 500 req/s
Error Rate < 0.1% 0.1-1% > 1%

Read the full file on GitHub · 512 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. 4d ago First seen · 512 lines · 11 tokens per session scan A 6248aed15a04

Subscribe to this mod's changes

performance-analyst is an agent published in the GitHub repository Yassinello/claude-plugin-prd-workflow (12 stars, last pushed 9mo ago), licensed MIT. It adds 11 tokens to every session and 3,534 once invoked, about $0.0001 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.

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