# Performance Optimizer

> Optimizes agent and code performance via profiling and tuning. Use for: optimize performance, make faster, performance tune, `bottleneck-resolver`.

- Skill: `stijnman/performance-optimizer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add stijnman/performance-optimizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/stijnman/performance-optimizer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: MIT
- Author: Stijnman (https://skillmd.com/u/stijnman)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/stijnman/performance-optimizer

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# Performance Optimizer
## When to Use

- User says **optimize performance** or task matches this capability
- User says **make faster** or task matches this capability
- User says **performance tune** or task matches this capability

## Workflow

1. Profile hot paths: tools, loops, prompts.
2. Apply: caching, shorter prompts, parallel tools, lazy load.
3. Measure improvement.
4. Document tradeoffs for user.

## Integrations

- `bottleneck-resolver`
- `parallel-tool-orchestrator`
- `predictive-cache-manager`

## Error Handling

| Failure | Response |
|---------|----------|
| No baseline | Record timing before changes. |

## Gotchas

- Do not sacrifice correctness for speed.

## Example

**Input:** User request matching triggers above.
**Output:** Structured result per workflow with integrations invoked as needed.