webperf-interaction

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.

1,422 stars

Best use case

webperf-interaction is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

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.

Teams using webperf-interaction should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/webperf-interaction/SKILL.md --create-dirs "https://raw.githubusercontent.com/nucliweb/webperf-snippets/main/.claude/skills/webperf-interaction/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/webperf-interaction/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How webperf-interaction Compares

Feature / Agentwebperf-interactionStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

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.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# WebPerf: Interaction & Animation

JavaScript snippets for measuring web performance in Chrome DevTools. Execute with `mcp__chrome-devtools__evaluate_script`, capture output with `mcp__chrome-devtools__get_console_message`.

## Scripts

- `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

### 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

### 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 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 → Run Long-Animation-Frames.js
- **Poor**: < 30 FPS → Run full scroll jank workflow

**Interaction Frequency:**
- **If >10 interactions/second** → User is actively interacting, prioritize INP optimization
- **If <1 interaction/5 seconds** → Interactions are rare, focus on first interaction responsiveness

### Multi-Metric Correlation

When multiple interaction metrics are poor:

- **If Long Tasks AND Long Animation Frames both detected** → Shared root cause:
  1. Run Long-Animation-Frames-Script-Attribution.js
  2. Likely heavy JavaScript execution
  3. Consider code splitting or Web Workers

- **If INP slow AND CLS high** → Interaction-triggered layout shifts:
  1. Run Layout-Shift-Loading-and-Interaction.js
  2. Correlate shift timing with interaction timing
  3. Check for dynamic content insertion

- **If Scroll jank AND Long Animation Frames** → Scroll handlers blocking main thread:
  1. Run Long-Animation-Frames-Script-Attribution.js during scroll
  2. Check for non-passive scroll listeners
  3. Audit scroll-triggered animations

## References

- `references/snippets.md` — Descriptions and thresholds for each script
- `references/schema.md` — Return value schema for interpreting script output

Related Skills

webperf

1422
from nucliweb/webperf-snippets

Web performance measurement and debugging toolkit. Use when the user asks about web performance, wants to audit a page, or says "analyze performance", "debug lcp", "check ttfb", "measure core web vitals", "audit images", or similar.

Web Performance

webperf-resources

1422
from nucliweb/webperf-snippets

Intelligent network quality analysis with adaptive loading strategies. Detects connection type (2g/3g/4g), bandwidth, RTT, and save-data mode, then automatically triggers appropriate optimization workflows. Includes decision trees that recommend image compression for slow connections, critical CSS inlining for high RTT, and save-data optimizations (disable autoplay, reduce quality). Features connection-aware performance budgets (500KB for 2g, 1.5MB for 3g, 3MB for 4g+) and adaptive loading implementation guides. Cross-skill integration with Loading (TTFB impact), Media (responsive images), and Core Web Vitals (connection impact on LCP/INP). Use when the user asks about slow connections, mobile optimization, save-data support, or adaptive loading strategies. Compatible with Chrome DevTools MCP.

webperf-media

1422
from nucliweb/webperf-snippets

Intelligent media optimization with automated workflows for images, videos, and SVGs. Includes decision trees that detect LCP images (triggers format/lazy-loading/priority analysis), identify layout shift risks (missing dimensions), and flag lazy loading issues (above-fold lazy or below-fold eager). Features workflows for complete media audit, LCP image investigation, video performance (poster optimization), and SVG embedded bitmap detection. Cross-skill integration with Core Web Vitals (LCP/CLS impact) and Loading (priority hints, resource preloading). Provides performance budgets and format recommendations based on content type. Use when the user asks about image optimization, LCP is an image/video, layout shifts from media, or media loading strategy. Compatible with Chrome DevTools MCP.

webperf-loading

1422
from nucliweb/webperf-snippets

Intelligent loading performance analysis with automated workflows for TTFB investigation (DNS/connection/server breakdown), render-blocking detection, script performance deep dive (first vs third-party attribution), font optimization, and resource hints validation. Includes decision trees that automatically analyze TTFB sub-parts when slow, detect script loading anti-patterns (async/defer/preload conflicts), identify render-blocking resources, and validate resource hints usage. Features workflows for complete loading audit (6 phases), backend performance investigation, and priority optimization. Cross-skill integration with Core Web Vitals (LCP resource loading), Interaction (script execution blocking), and Media (lazy loading strategy). Use when the user asks about TTFB, FCP, render-blocking, slow loading, font performance, script optimization, or resource hints. Compatible with Chrome DevTools MCP.

webperf-core-web-vitals

1422
from nucliweb/webperf-snippets

Intelligent Core Web Vitals analysis with automated workflows and decision trees. Measures LCP, CLS, INP with guided debugging that automatically determines follow-up analysis based on results. Includes workflows for LCP deep dive (5 phases), CLS investigation (loading vs interaction), INP debugging (latency breakdown + attribution), and cross-skill integration with loading, interaction, and media skills. Use when the user asks about Core Web Vitals, LCP optimization, layout shifts, or interaction responsiveness. Compatible with Chrome DevTools MCP.

threejs-interaction

31392
from sickn33/antigravity-awesome-skills

Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experiences.

drug-interaction-checker

3891
from openclaw/skills

Check for drug-drug interactions between multiple medications. Trigger when user asks about medication compatibility, "can I take X with Y", drug interactions, contraindications, or safety of combining pharmaceuticals.

gluex-interaction

3891
from openclaw/skills

Operate the GlueX Solana protocol (register profiles, listen to bounties, claim tasks, approve rewards, map social graph connections) directly from the CLI.

Protein Interaction Network Analysis

1202
from mims-harvard/ToolUniverse

Analyze protein-protein interaction networks using STRING, BioGRID, and SASBDB databases. Maps protein identifiers, retrieves interaction networks with confidence scores, performs functional enrichment analysis (GO/KEGG/Reactome), and optionally includes structural data. No API key required for core functionality (STRING). Use when analyzing protein networks, discovering interaction partners, identifying functional modules, or studying protein complexes.

tooluniverse-drug-drug-interaction

1202
from mims-harvard/ToolUniverse

Comprehensive drug-drug interaction (DDI) prediction and risk assessment. Analyzes interaction mechanisms (CYP450, transporters, pharmacodynamic), severity classification, clinical evidence grading, and provides management strategies. Supports single drug pairs, polypharmacy analysis (3+ drugs), and alternative drug recommendations. Use when users ask about drug interactions, medication safety, polypharmacy risks, or need DDI assessment for clinical decision support.

prototype-interaction

509
from a5c-ai/babysitter

Define and document prototype interactions, transitions, and hotspots

compose-multiplatform-patterns

144923
from affaan-m/everything-claude-code

KMP项目中的Compose Multiplatform和Jetpack Compose模式——状态管理、导航、主题化、性能优化和平台特定UI。