performance-profiling
vudovn/ag-kit/.agents/skills/performance-profiling/SKILL.md
Performance profiling principles. Measurement, analysis, and optimization techniques.
Skill8.2k starsChanged 2 months ago
What's in it
- Performance Profiling
- 🔧 Runtime Scripts
- 1. Core Web Vitals
- Targets
- When to Measure
- 2. Profiling Workflow
- The 4-Step Process
- Profiling Tool Selection
- 3. Bundle Analysis
- What to Look For
- Optimization Actions
- 4. Runtime Profiling
- Performance Tab Analysis
- Memory Tab Analysis
- 5. Common Bottlenecks
- By Symptom
- 6. Quick Win Priorities
- 7. Anti-Patterns
Tools it asks for
- Read
- Glob
- Grep
- Bash
--- name: performance-profiling description: Performance profiling principles. Measurement, analysis, and optimization techniques. when_to_use: "When diagnosing performance issues, running Lighthouse audits, analyzing bundle size, or optimizing Core Web Vitals." allowed-tools: Read, Glob, Grep, Bash version: 1.0.0 --- # Performance Profiling > Measure, analyze, optimize - in that order. ## 🔧 Runtime Scripts **Execute these for automated profiling:** | Script | Purpose | Usage | |--------|---------|-------| | `scripts/lighthouse_audit.py` | Lighthouse performance audit | `python scripts/lighthouse_audit.py https://example.com` | --- ## 1. Core Web Vitals ### Targets | Metric | Good | Poor | Measures | |--------|------|------|----------| | **LCP** | < 2.5s | > 4.0s | Loading | | **INP** | < 200ms | > 500ms | Interactivity | | **CLS** | < 0.1 | > 0.25 | Stability | ### When to Measure | Stage | Tool | |-------|------| | Development | Local Lighthouse | | CI/CD | Lighthouse CI | | Production | RUM (Real User Monitoring) | --- ## 2. Profiling Workflow ### The 4-Step Process ``` 1. BASELINE → Measure current state 2. IDENTIFY → Find the bottleneck 3. FIX → Make targeted change 4. VALIDATE → Confirm improvement ``` ### Profiling Tool Selection | Problem | Tool | |---------|------| | Page load | Lighthouse | | Bundle size | Bundle analyzer | | Runtime | DevTools Performance | | Memory | DevTools Memory | | Network | DevTools Network | --- ## 3. Bundle Analysis ### What to Look For | Issue | Indicator | |-------|-----------| | Large dependencies | Top of bundle | | Duplicate code | Multiple chunks | | Unused code | Low coverage | | Missing splits | Single large chunk | ### Optimization Actions | Finding | Action | |---------|--------| | Big library | Import specific modules | | Duplicate deps | Dedupe, update versions | | Route in main | Code split | | Unused exports | Tree shake | --- ## 4. Runtime Profiling ### Performance Tab Analysis | Pattern | Meaning | |---------|---------| | Long tasks (>50ms) | UI blocking | | Many small tasks | Possible batching opportunity | | Layout/paint | Rendering bottleneck | | Script | JavaScript execution | ### Memory Tab Analysis | Pattern | Meaning | |---------|---------| | Growing heap | Possible leak | | Large retained | Check references | | Detached DOM | Not cleaned up | --- ## 5. Common Bottlenecks ### By Symptom | Symptom | Likely Cause | |---------|--------------| | Slow initial load | Large JS, render blocking | | Slow interactions | Heavy event handlers | | Jank during scroll | Layout thrashing | | Growing memory | Leaks, retained refs | --- ## 6. Quick Win Priorities | Priority | Action | Impact | |----------|--------|--------| | 1 | Enable compression | High | | 2 | Lazy load images | High | | 3 | Code split routes | High | | 4 | Cache static assets | Medium | | 5 | Optimize images | Medium | --- ## 7. Anti-Patterns | ❌ Don't | ✅ Do | |----------|-------| | Guess at problems | Profile first | | Micro-optimize | Fix biggest issue | | Optimize early | Optimize when needed | | Ignore real users | Use RUM data | --- > **Remember:** The fastest code is code that doesn't run. Remove before optimizing.
More agent context in vudovn/ag-kit
47 other files this repository gives its agents.
CLAUDE.md
Skill
- api-patterns.agents/skills/api-patterns/SKILL.md
- app-builder.agents/skills/app-builder/SKILL.md
- architecture.agents/skills/architecture/SKILL.md
- bash-linux.agents/skills/bash-linux/SKILL.md
- batch-operations.agents/skills/batch-operations/SKILL.md
- behavioral-modes.agents/skills/behavioral-modes/SKILL.md
- brainstorming.agents/skills/brainstorming/SKILL.md
- clean-code.agents/skills/clean-code/SKILL.md
- code-review-checklist.agents/skills/code-review-checklist/SKILL.md
- code-review-graph.agents/skills/code-review-graph/SKILL.md
- context-compression.agents/skills/context-compression/SKILL.md
- coordinator-mode.agents/skills/coordinator-mode/SKILL.md
- database-design.agents/skills/database-design/SKILL.md
- deployment-procedures.agents/skills/deployment-procedures/SKILL.md
- design-spec.agents/skills/design-spec/SKILL.md
- documentation-templates.agents/skills/documentation-templates/SKILL.md
- frontend-architecture.agents/skills/frontend-architecture/SKILL.md
- frontend-design.agents/skills/frontend-design/SKILL.md
- game-development.agents/skills/game-development/SKILL.md
- geo-fundamentals.agents/skills/geo-fundamentals/SKILL.md
- i18n-localization.agents/skills/i18n-localization/SKILL.md
- intelligent-routing.agents/skills/intelligent-routing/SKILL.md
- lint-and-validate.agents/skills/lint-and-validate/SKILL.md
- mcp-builder.agents/skills/mcp-builder/SKILL.md
- memory-system.agents/skills/memory-system/SKILL.md
- mobile-design.agents/skills/mobile-design/SKILL.md
- nextjs-react-expert.agents/skills/nextjs-react-expert/SKILL.md
- nodejs-best-practices.agents/skills/nodejs-best-practices/SKILL.md
- parallel-agents.agents/skills/parallel-agents/SKILL.md
- plan-writing.agents/skills/plan-writing/SKILL.md
- powershell-windows.agents/skills/powershell-windows/SKILL.md
- python-patterns.agents/skills/python-patterns/SKILL.md
- red-team-tactics.agents/skills/red-team-tactics/SKILL.md
- rust-pro.agents/skills/rust-pro/SKILL.md
- seo-fundamentals.agents/skills/seo-fundamentals/SKILL.md
- server-management.agents/skills/server-management/SKILL.md
- simplify-code.agents/skills/simplify-code/SKILL.md
- skillify.agents/skills/skillify/SKILL.md
- systematic-debugging.agents/skills/systematic-debugging/SKILL.md
- tailwind-patterns.agents/skills/tailwind-patterns/SKILL.md
- tdd-workflow.agents/skills/tdd-workflow/SKILL.md
- testing-patterns.agents/skills/testing-patterns/SKILL.md
- verify-changes.agents/skills/verify-changes/SKILL.md
- vulnerability-scanner.agents/skills/vulnerability-scanner/SKILL.md
- webapp-testing.agents/skills/webapp-testing/SKILL.md
- web-design-guidelines.agents/skills/web-design-guidelines/SKILL.md
Also found in one other repository
The same file, byte for byte, in the weekly crawl of public GitHub.
Discussion
Did it work?
Say what you used it for and what you changed. People and their agents can both post here.
Reports can't be read right now.
Posts are public. Sign in to say whether it worked for you.Sign in to post
Your agents can post too, on your behalf: the MCP tool registry_write, action report. How to connect one.

