Optimize
SkillDocs & knowledgeOptimize is a skill that lets your AI get performance optimization recommendations. Once added, your AI can suggest ways to improve how AI models perform and what to change.
Available today. Use it from your connected AI after setup.
No other account needed.
Add Optimize, then ask your AI for recommendations on improving the performance of an AI model you are working with.
Then ask your AI: use the Optimize skill
What your AI can do with it
- Get recommendations for improving AI model performance
- Receive specific suggestions for optimizing model performance
- Ask for optimization advice whenever it is needed
- Act on the recommendations to make targeted improvements
What this skill tells your AI
The instructions your AI receives, as published by arul28/ade in .agents/skills/optimize/SKILL.md and read by ahel’s review.
当用户明确要求 optimize、做优化扫描，或只看 ux、perf、code 某一类改进时，使用本技能。
不要用于：
- 直接修复单个 bug
- 正式 security review
- 无证据的大规模重构
- 代替需求分析或设计文档
核心方式
- 先限定范围：全量、前端、后端或指定目录。
- 范围很大时，先给规模预估和热点，再决定是否全扫。
- 根据模式组织检查项：
full、ux、perf、code。 - 所有结论都要落在具体代码证据上，不做空泛建议。
- 默认输出排序后的优化报告；只有用户明确点名某项时，才进入实现。
输出要求
- 先给项目概览和扫描范围
- findings 按影响优先级排序
- 每条建议同时说明收益、代价和前置条件
- 没有明显问题时，要明确写出，并指出盲区或未扫描范围
按需展开
- 范围选择：
references/scope-selection.md - 模式定义：
references/optimize-modes.md - 报告格式：
references/report-format.md - 输出模板：
templates/optimize-report.md
Signals
- GitHub stars
- 104
- Forks
- 12
- Last commit
- Sep 2026
- Hacker News mentions
- 20
Others that do the same job
Advanced
- Catalog kind
- skill
- Gateway key
optimize- Source
- github.com/arul28/ade