V3 Performance Optimization
Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.
Install / Use
npx skills add spencermarx/open-code-review --skill v3-performance-optimizationInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Tags
Our assessment of V3 Performance Optimization
V3 Performance Optimization scores 83/100 on our quality scale, 2947th of 4,619 Development & Engineering skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
It has 368 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so V3 Performance Optimization is actively maintained.
- It is released under the Apache-2.0 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.
V3 Performance Optimization compared with similar skills
All 4 of these similar skills score higher than V3 Performance Optimization; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| V3 Performance Optimization (this skill)by spencermarx | 83 | 368 | 2mo ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 45.0k | 1d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 4d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 12d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 12d ago | SKILL.md |
Frequently asked questions
- How do I install V3 Performance Optimization?
- Run
npx skills add spencermarx/open-code-review --skill "V3 Performance Optimization". The install tabs above show the steps for each supported agent. - Which AI agents does V3 Performance Optimization work with?
- It is written for Claude Code, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is V3 Performance Optimization safe to use?
- It is Apache-2.0-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 V3 Performance Optimization still maintained?
- The repository was last updated about 2 months ago, so V3 Performance Optimization is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.