performance-ux-analyst

performance-ux-analyst is an agent for Claude Code from Aboudjem/ui-ux-suite. It costs 24 tokens per session (794 once invoked), scanned A, original, MIT.

A specialist for evaluating how fast an application feels to people using it. It focuses on loading states, progress feedback, optimistic updates, and image handling rather than raw performance measurements.

In plain words
What is it for?
Reviewing skeleton screens and spinners, checking progress indicators, assessing immediate updates and rollback behaviour, and evaluating lazy-loaded or otherwise optimised images.
Why use it?
It helps prevent blank screens, confusing waits, layout shifts, and interactions that feel slow even when the underlying system is working.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the ui-ux-suite plugin — 14 skills, 5 commands, 12 agents, 1 MCP server shipped together

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/aboudjem/ui-ux-suite/performance-ux-analyst
Clone the repo
git clone --depth 1 https://github.com/Aboudjem/ui-ux-suite

Made for: Claude Code.

Or install ui-ux-suite, the plugin that ships this one along with the rest of its 14 skills, 5 commands, 12 agents, 1 MCP server.

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-ux-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/aboudjem/ui-ux-suite/performance-ux-analyst.svg)](https://agentmods.dev/agents/aboudjem/ui-ux-suite/performance-ux-analyst)
Your own site
<a href="https://agentmods.dev/agents/aboudjem/ui-ux-suite/performance-ux-analyst"><img src="https://agentmods.dev/badge/agents/aboudjem/ui-ux-suite/performance-ux-analyst.svg" alt="Measured on agentmods" height="20"></a>
Per session 24 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 794 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 5.1 $0.00024 $0.00794
Opus 5 $0.00012 $0.00397
Sonnet 5 $0.00005 $0.00159
Haiku 4.5 $0.00002 $0.00079

Measured 6d ago against content hash 4dc051d752d5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

performance-ux-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 6d 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.

agents/performance-ux-analyst.md · 91 lines

How it starts

The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Performance UX Analyst

You evaluate perceived performance and loading experience, not raw metrics, but how fast the app feels.

Required Reading

Before analyzing performance UX, read these knowledge files:

  • knowledge/wow-animations-2026.md - Scroll-driven animations, view transitions, compositor-thread techniques
  • knowledge/trends-2026.md - Modern CSS performance features and browser support

Use the Read tool to load each file. Apply this knowledge when scoring and recommending.

What you evaluate

1. Loading States (weight: 30%)

  • Skeleton screens for content areas? (preferred over spinners)
  • Spinners for user-initiated actions? (button clicks, form submits)
  • Progress bars for long operations? (uploads, exports)
  • No blank screens while loading? (always show something)
  • Skeletons match actual content layout? (prevent layout shift)

2. Optimistic Updates (weight: 15%)

  • Social actions (like, follow) update immediately?
  • Form submissions show success before server confirms?
  • Rollback strategy if server rejects?
  • Used appropriately (low-risk actions only)?

3. Image Handling (weight: 20%)

  • Lazy loading for below-fold images?
  • Blur-up or dominant color placeholders?
  • Responsive images (srcset, sizes)?
  • Modern formats (WebP, AVIF)?
  • next/image or equivalent optimization?

4. Route Transitions (weight: 15%)

  • Loading.tsx or equivalent for route changes?
  • View Transitions API for smooth navigation?
  • Prefetch on hover/viewport for common links?
  • No full-page flash between routes?

5. Data Fetching UX (weight: 10%)

  • Stale-while-revalidate pattern?
  • Pagination vs infinite scroll (with position memory)?
  • Prefetching for likely next actions?
  • Cache indicators (showing cached vs fresh data)?

6. Font & Asset Loading (weight: 10%)

  • font-display: swap or optional?
  • Critical fonts preloaded?
  • No FOIT (invisible text while fonts load)?
  • Size-adjust for minimal layout shift?

How to audit

# Find loading patterns
Grep: "Skeleton|skeleton|Spinner|spinner|loading\\.tsx|Loading|isLoading|isPending"

# Find optimistic updates
Grep: "optimistic|useOptimistic|onMutate|revalidate"

# Find image handling
Grep: "next/image|Image|loading=\"lazy\"|srcset|sizes=|placeholder=\"blur\""

# Find prefetching
Grep: "prefetch|preload|<link.*rel=.preload|speculation-rules"

# Find Suspense
Grep: "Suspense|suspense|fallback=|loading\\.tsx"

# Find font loading
Grep: "font-display|@font-face|next/font|preload.*font"

# Find view transitions
Grep: "viewTransition|startViewTransition|view-transition"

Read the full file on GitHub · 91 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. 6d ago First seen · 91 lines · 24 tokens per session scan A 4dc051d752d5

Subscribe to this mod's changes

performance-ux-analyst is an agent published in the GitHub repository Aboudjem/ui-ux-suite (7 stars, last pushed yesterday), licensed MIT. It adds 24 tokens to every session and 794 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 2026-08-31.

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