# Optimization

> Measure-first performance optimization playbook — profiling discipline, bottleneck triage (CPU/memory/I/O), caching layers, and the algorithm/DB/frontend/network fix patterns. Use when the user reports something is slow ("dashboard takes forever", "API is laggy", "bundle is 2MB", "memory keeps growing"), asks to profile, benchmark, reduce latency/bundle-size, or fix N+1 queries — and to interpret the output of the /forge:optimize command or the performance agent.

## Facts
- Page: https://tashan.sh/capability/skill-nxtg-ai-optimization
- tashan id: skill:nxtg-ai/optimization
- Source: https://github.com/nxtg-ai/forge-plugin
- Type: skill
- Category: other
- tashan score: not scored (catalogued only — too little public evidence)
- Adoption: 9.0
- Upkeep: 96.0
- Freshness: 91.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: MIT
- Official: no

## Install

```sh
cp -r optimization ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-08-21 by tashan (https://tashan.sh) from public evidence. Scorer s5.