SkillAgentSearch skills...

webperf-interaction

Intelligent interaction performance analysis with automated workflows for INP debugging, scroll jank investigation, and main thread blocking.

Install / Use

npx skills add nucliweb/webperf-snippets --skill webperf-interaction

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

86/100

Category

Automation

Supported Platforms

Universal

Tags

Our assessment of webperf-interaction

webperf-interaction scores 86/100 on our quality scale, 1901st of 2,916 Automation skills we index.

Its SKILL.md is 13 KB long, well organised into 24 sections and no code examples: a thorough specification that gives an agent plenty to work with.

With 1,453 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
30/30
Structure
13/20
Description
15/15
Adoption
13/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 6 days ago, so webperf-interaction is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

webperf-interaction compared with similar skills

All 4 of these similar skills score higher than webperf-interaction; compare them before choosing.

SkillScoreStarsUpdatedFormat
webperf-interaction (this skill)by nucliweb861.5k6d agoSKILL.md
Agent-Reachby Panniantong100101.9ktodayCLAUDE.md
Scraplingby D4Vinci10089.6k2d agoMCP Server
rufloby ruvnet10079.1ktodayMCP Server
algorithmic-artby anthropics100177.9k32d agoSKILL.md

Frequently asked questions

How do I install webperf-interaction?
Run npx skills add nucliweb/webperf-snippets --skill webperf-interaction. The install tabs above show the steps for each supported agent.
Which AI agents does webperf-interaction work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is webperf-interaction safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is webperf-interaction still maintained?
The repository was last updated 6 days ago, so webperf-interaction is actively maintained.

name: webperf-interaction description: Intelligent interaction performance analysis with automated workflows for INP debugging, scroll jank investigation, and main thread blocking. Includes decision trees that automatically run script attribution when long frames detected, break down input latency phases, and correlate layout shifts with interactions. Features workflows for complete interaction audit, third-party script impact analysis, and animation performance debugging. Cross-skill integration with Core Web Vitals (INP/CLS correlation) and Loading (script execution analysis). Use when the user asks about slow interactions, janky scrolling, unresponsive pages, or INP optimization. Compatible with Chrome DevTools MCP. license: MIT metadata: author: Joan Leon | @nucliweb version: 2.0.1 mcp-server: chrome-devtools category: web-performance repository: https://github.com/nucliweb/webperf-snippets

WebPerf: Interaction & Animation

JavaScript snippets for measuring web performance in Chrome DevTools.

Running a script

  1. Run the script with mcp__chrome-devtools__evaluate_script and read the object it returns. The scripts have no console output, so the returned object is the result: script, status and the metric data (value, rating, details, items, issues), as described in references/schema.md.
  2. When status is "tracking", the script keeps observing the page. After the interactions, call the function named in getDataFn with another mcp__chrome-devtools__evaluate_script call, for example getINP(), and read the object it returns.
  3. When status is "error" or "unsupported", read error: the page may not have loaded yet, or the browser lacks the API.

Without Chrome DevTools MCP, run the same snippet with the webperf-snippets CLI, which loads the page in headless Chromium and prints the same result objects: npx webperf-snippets <url> --snippet <Name> --json, where <Name> is the script name without .js. It needs Playwright and Chromium (npm install --save-dev webperf-snippets playwright, then npx playwright install chromium), and tracking snippets take --interact-script <file> to drive the interactions.

Scripts

  • scripts/DOM-Size-and-Depth.js — DOM size and depth
  • scripts/Forced-Synchronous-Layout.js — Forced synchronous layout detector
  • scripts/Input-Latency-Breakdown.js — Input latency breakdown
  • scripts/Interactions.js — Interactions
  • scripts/Layout-Shift-Loading-and-Interaction.js — Layout shift tracking
  • scripts/Long-Animation-Frames-Helpers.js — LoAF helpers
  • scripts/Long-Animation-Frames-Script-Attribution.js — Long animation frames script attribution
  • scripts/Long-Animation-Frames.js — Long animation frames (LoAF)
  • scripts/LongTask.js — Long tasks
  • scripts/Scroll-Performance.js — Scroll performance analysis

Common Workflows

Complete Interaction Performance Audit

When the user asks for interaction analysis or "audit responsiveness":

  1. Interactions.js - List all user interactions with timing
  2. Input-Latency-Breakdown.js - Break down interaction phases
  3. Long-Animation-Frames.js - Detect blocking animation frames
  4. LongTask.js - Identify long tasks blocking the main thread
  5. Scroll-Performance.js - Measure scroll smoothness

INP Deep Dive

When INP is slow (>200ms) or the user asks "debug INP" or "slow interactions":

  1. Interactions.js - Identify which interactions are slow
  2. Input-Latency-Breakdown.js - Break down into input delay, processing time, presentation delay
  3. Long-Animation-Frames.js - Find animation frames >50ms that block interactions
  4. Long-Animation-Frames-Script-Attribution.js - Identify scripts causing the blocking
  5. Long-Animation-Frames-Helpers.js - Get detailed timing and attribution helpers

Scroll Jank Investigation

When the user reports "scroll jank", "choppy scrolling", or "scroll performance issues":

  1. Scroll-Performance.js - Measure scroll smoothness and frame drops
  2. Long-Animation-Frames.js - Detect frames causing jank (>50ms)
  3. Layout-Shift-Loading-and-Interaction.js - Check for layout shifts during scroll
  4. Long-Animation-Frames-Script-Attribution.js - Find scripts running during scroll

Main Thread Blocking Analysis

When the page feels unresponsive or the user asks "why is the page frozen":

  1. LongTask.js - List all tasks >50ms blocking the main thread
  2. Long-Animation-Frames.js - Correlate with animation frame timing
  3. Long-Animation-Frames-Script-Attribution.js - Attribute blocking to specific scripts
  4. Cross-reference with webperf-loading skill:
    • JS-Execution-Time-Breakdown.js (script parsing/execution time)
    • First-And-Third-Party-Script-Info.js (identify third-party blockers)

Layout Shift During Interaction

When the user reports "things move when I click" or CLS issues during interaction:

  1. Layout-Shift-Loading-and-Interaction.js - Separate loading vs interaction shifts
  2. Interactions.js - Correlate shifts with specific interactions
  3. CLS.js (from Core Web Vitals skill) - Measure total CLS
  4. Cross-reference with webperf-media skill:
    • Image-Element-Audit.js (images without dimensions causing shifts)

Animation Performance Analysis

When animations feel sluggish or the user asks "debug animation performance":

  1. Long-Animation-Frames.js - Identify frames taking too long to render
  2. Long-Animation-Frames-Helpers.js - Detailed frame timing analysis
  3. Long-Animation-Frames-Script-Attribution.js - Find scripts delaying frames
  4. Scroll-Performance.js - If scroll animations are involved
  5. DOM-Size-and-Depth.js - Check whether a large or deep DOM makes each style and layout pass expensive

Third-Party Script Impact on Interactions

When interactions are slow and third-party scripts are suspected:

  1. Long-Animation-Frames-Script-Attribution.js - Identify third-party scripts in long frames
  2. LongTask.js - Measure long task frequency
  3. Cross-reference with webperf-loading skill:
    • First-And-Third-Party-Script-Info.js (list all third-party scripts)
    • First-And-Third-Party-Script-Timings.js (measure script loading impact)
    • Script-Loading.js (check for blocking scripts)

Decision Tree

Use this decision tree to automatically run follow-up snippets based on results:

After Interactions.js

  • If any interaction > 200ms → Run Input-Latency-Breakdown.js on slow interactions; also run webperf-core-web-vitals:INP.js for official INP measurement
  • If many interactions > 200ms → Main thread congestion, run:
    1. Long-Animation-Frames.js (blocking frames)
    2. LongTask.js (long tasks)
    3. Long-Animation-Frames-Script-Attribution.js (culprit scripts)
  • If specific interaction types are slow (e.g., click vs keyboard) → Focus on that interaction type
  • If interactions occur during page load → Cross-check with webperf-loading:JS-Execution-Time-Breakdown.js

After Input-Latency-Breakdown.js

  • If Input Delay > 50ms → Main thread was busy, run:
    1. Long-Animation-Frames.js (what was blocking)
    2. LongTask.js (long task before interaction)
  • If Processing Time > 100ms → Heavy event handlers, run:
    1. Long-Animation-Frames-Script-Attribution.js (which scripts)
    2. webperf-loading:First-And-Third-Party-Script-Info.js (third-party involvement)
  • If Presentation Delay > 50ms → Rendering bottleneck, run:
    1. Long-Animation-Frames.js (frame rendering time)
    2. Layout-Shift-Loading-and-Interaction.js (check for layout work)

After Long-Animation-Frames.js

  • If many frames > 50ms → Run Long-Animation-Frames-Script-Attribution.js to identify causes
  • If frames > 100ms → Critical blocking, run:
    1. Long-Animation-Frames-Script-Attribution.js (detailed attribution)
    2. LongTask.js (related long tasks)
    3. webperf-loading:JS-Execution-Time-Breakdown.js (script execution cost)
  • If frames occur during scroll → Run Scroll-Performance.js to measure impact
  • If frames occur during page load → Cross-check with webperf-loading:Event-Processing-Time.js

After Long-Animation-Frames-Script-Attribution.js

  • If third-party scripts are causing long frames → Run:
    1. webperf-loading:First-And-Third-Party-Script-Info.js (list all third-party scripts)
    2. webperf-loading:Script-Loading.js (check loading strategy)
    3. Recommend deferring or removing problematic scripts
  • If first-party scripts are causing long frames → Recommend:
    • Code splitting
    • Debouncing/throttling event handlers
    • Web Workers for heavy computation
  • If forced reflow/layout detected → Analyze DOM manipulation patterns
  • If time goes to style recalculation or layout → Run DOM-Size-and-Depth.js to check the size of the tree

After LongTask.js

  • If many long tasks (>5) → Main thread is congested, run:
    1. Long-Animation-Frames-Script-Attribution.js (detailed attribution)
    2. webperf-loading:JS-Execution-Time-Breakdown.js (script execution analysis)
    3. webperf-loading:First-And-Third-Party-Script-Info.js (identify heavy scripts)
  • If long tasks > 500ms → Critical blocking, investigate:
    • Synchronous third-party scripts
    • Heavy computation without Web Workers
    • Excessive DOM manipulation
  • If long tasks correlate with interactions → Run Interactions.js to see impact

After DOM-Size-and-Depth.js

  • If total elements > 1400 → Recommend virtualizing long lists and loading off-screen content on demand
  • If depth > 32 → Recommend flattening wrapper elements added by components
  • If a single parent has > 60 children → Recommend pagination or virtualization for that container
  • If the DOM is within limits but interactions are still slow → Run Long-Animation-Frames-Script-Attribution.js to find the scripts responsible

After Scroll-Performance.js

  • If scroll FPS < 30 → Severe jank, run:
    1. Long-Animation-Frames.js (blocking frames during scroll)
    2. Long-Animation-Frames-Script-Attribution.js (scripts running on scroll)
    3. Layout-Shift-Loading-and-Interaction.js (layout work during scroll)
  • If scroll FPS 30-50 → Noticeable jank, investigate:
    • Scroll event handlers
    • Passive event listeners
    • CSS will-change properties
  • If scroll FPS > 50 → Good, but check for layout shifts during scroll

After Layout-Shift-Loading-and-Interaction.js

  • If shifts occur during page load → Cross-reference with webperf-core-web-vitals:CLS.js
  • If shifts occur during interaction → This impacts INP and UX, investigate:
    1. Dynamic content insertion
    2. Images/ads loading without dimensions
    3. Font swaps (run webperf-loading:Fonts-Preloaded-Loaded-and-used-above-the-fold.js)
  • If shifts occur during scroll → Run Scroll-Performance.js to measure impact

After Long-Animation-Frames-Helpers.js

This is a utility snippet, use results to:

  • Understand frame timing in detail
  • Identify precise script attribution
  • Measure style/layout/paint phases
  • No automatic follow-up, use data to inform next steps

Performance Budget Thresholds

Use these thresholds to automatically trigger follow-up analysis:

INP Thresholds:

  • Good: ≤ 200ms → Monitor, no action needed
  • Needs Improvement: 200-500ms → Run Input-Latency-Breakdown.js
  • Poor: > 500ms → Run full INP debugging workflow (5 snippets)

Long Animation Frames:

  • Warning: > 50ms → Run Long-Animation-Frames-Script-Attribution.js
  • Critical: > 100ms → Run full main thread blocking workflow

Long Tasks:

  • Warning: > 50ms → Monitor frequency
  • Critical: > 200ms or >5 tasks per second → Run attribution and script analysis

Scroll Performance:

  • Good: ≥ 50 FPS → Monitor
  • Needs Improvement: 30-50 FPS

Truncated for display — read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars1.5k
CategoryAutomation
Updated6d ago
Forks90

Languages

JavaScript

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions
webperf-interaction — Universal Skill: Install & Safety Check | SkillAgent