ai-cost-optimizer
Select the best value AI model and optimize your API costs.
Install
mkdir -p .claude/skills/ai-cost-optimizer-alvordhouse && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/11171" && unzip -o skill.zip -d .claude/skills/ai-cost-optimizer-alvordhouse && rm skill.zipInstalls to .claude/skills/ai-cost-optimizer-alvordhouse
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
| 模型 | 输入价格/百万 tokens | 输出价格/百万 tokens | 人民币/万 tokens | |------|---------------------|---------------------|-----------------| | DeepSeek-V3.2 | ¥0.27 | ¥1.08 | ¥0.014 | | GPT-5 mini | $0.25 | $2 | ¥0.18 | | GPT-5.4 | $2.50 | $15 | ¥1.40-1.75 | | Claude Sonnet 4.6 | $3 | $15 | ¥0Key capabilities
- →Compare pricing across multiple AI models
- →Calculate potential cost savings for API usage
- →Recommend model configurations based on monthly budget
- →Provide OpenClaw configuration guidance
- →Analyze cost differences between specific models
How it works
The tool evaluates user budget and task requirements against a verified pricing table of AI models to suggest cost-effective configurations. It calculates savings by comparing the user's current estimated costs with the recommended model strategy.
Inputs & outputs
When to use ai-cost-optimizer
- →Compare AI model pricing
- →Calculate cost savings for API calls
- →Choose a cost-effective model
About this skill
Skill: OpenClaw 成本优化顾问
触发词
- AI 成本
- 模型成本
- API 成本优化
- 省钱模型
使用场景
用户想知道如何选择最便宜的 AI 模型，优化 API 成本。
核心数据（2026-03-12 已验证）
| 模型 | 输入价格/百万 tokens | 输出价格/百万 tokens | 人民币/万 tokens |
|---|---|---|---|
| DeepSeek-V3.2 | ¥0.27 | ¥1.08 | ¥0.014 |
| GPT-5 mini | $0.25 | $2 | ¥0.18 |
| GPT-5.4 | $2.50 | $15 | ¥1.40-1.75 |
| Claude Sonnet 4.6 | $3 | $15 | ¥0.99-1.26 |
| Claude Opus 4.6 | $5 | $25 | ¥1.75-2.10 |
差价：DeepSeek vs Opus = 150 倍
执行步骤
-
询问用户需求
- 月预算？
- 任务类型（对话/代码/分析）？
- 性能要求（速度/质量）？
-
推荐方案
- 预算 < ¥100 → DeepSeek-V3.2
- 预算 ¥100-500 → GPT-5 mini + DeepSeek 混合
- 预算 > ¥500 → GPT-5.4/Claude Sonnet
-
计算节省
- 对比用户当前成本
- 展示优化后成本
- 计算节省比例
-
提供配置指南
- OpenClaw 配置文件
- BYOK（自带 API Key）
- 模型切换策略
输出格式
💰 成本优化方案
当前方案：
- 模型：[用户当前模型]
- 月成本：¥[X]
推荐方案：
- 模型：[推荐模型]
- 月成本：¥[Y]
- 节省：¥[X-Y]（[Z]%）
配置步骤：
1. [步骤1]
2. [步骤2]
预期效果：
- 成本降低 [Z]%
- 性能保持 [质量等级]
定价建议
- 免费咨询
- 企业方案定制：¥999
- 长期优化服务：¥2999/月
When not to use it
- →When seeking real-time performance benchmarks
- →When requiring non-AI related budget planning
Limitations
- →Pricing data is based on a specific verification date
- →Recommendations are limited to the models listed in the core data table
How it compares
Unlike manual spreadsheet calculations, this tool provides specific OpenClaw configuration steps and automated savings projections based on predefined model pricing data.
Compared to similar skills
ai-cost-optimizer side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| ai-cost-optimizer (this skill) | 0 | 4mo | No flags | Beginner |
| quant-analyst | 103 | 2mo | No flags | Advanced |
| stock-analyzer | 71 | 2mo | Review | Beginner |
| creating-financial-models | 36 | 8mo | Review | Advanced |
Try saying
Example prompts that trigger this skill in your AI assistant.
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