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Ai Cost Optimizer
作者
yang1002378395-cmyk
· GitHub ↗
· v1.0.52
· MIT-0
398
总下载
0
收藏
2
当前安装
26
版本数
在 OpenClaw 中安装
/install ai-cost-optimizer
功能描述
提供基于预算和任务需求的AI模型成本优化方案，计算节省并指导OpenClaw配置与模型切换策略。
使用说明 (SKILL.md)
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 \x3C ¥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
安全使用建议
This skill appears to do what it says — give cost comparisons and suggest model/config changes — and it does not ask for any credentials. Before using: (1) verify the pricing numbers against official provider docs (they can change); (2) be careful with any BYOK instructions — never paste API keys into untrusted UIs or third-party services; prefer storing keys in your agent's secure vault if available; (3) when following OpenClaw configuration steps, review what files will be changed and back them up; (4) note the package metadata/version mismatch and that the skill's source/homepage is not provided — treat the author as unknown and test with non-sensitive example data first.
功能分析
Type: OpenClaw Skill
Name: ai-cost-optimizer
Version: 1.0.52
The skill bundle is purely informational and contains no executable code. It provides a structured framework (SKILL.md) for an AI agent to act as a cost optimization consultant for AI model pricing. There are no indicators of data exfiltration, malicious commands, or prompt injection attacks; it simply guides the agent on how to compare model costs and suggest configurations.
能力评估
Purpose & Capability
Name and description (AI cost optimization) align with the SKILL.md: it lists model prices, asks for budget and task type, recommends models, computes savings, and provides configuration guidance. There are no unrelated required binaries, env vars, or config paths. Minor metadata mismatch: skill.json version (1.0.0) differs from registry version (1.0.52) — likely a packaging oversight, not a security contradiction.
Instruction Scope
SKILL.md instructions stay on-topic (ask user budget, recommend models, compute savings, produce OpenClaw configuration steps). It mentions OpenClaw configuration and 'BYOK (bring your own API Key)', which implies the user may be guided to modify agent config or provide API keys — the instructions do not themselves request or transmit keys, nor do they specify reading system files. Recommend caution when following config/BYOK steps (avoid pasting keys into untrusted interfaces).
Install Mechanism
Instruction-only skill with no install spec, no downloads, and no code files — lowest-risk install surface. Nothing is written to disk by the skill itself.
Credentials
The skill requests no environment variables, no credentials, and no config paths. All data it needs (budget, task type, current cost) is gathered interactively from the user per the instructions.
Persistence & Privilege
always is false and model invocation is normal. The skill does not request permanent presence, nor does it instruct altering other skills' configs. Its guidance may tell users how to change their OpenClaw config, but it does not itself claim to modify agent settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install ai-cost-optimizer - 安装完成后，直接呼叫该 Skill 的名称或使用
/ai-cost-optimizer触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.52
- No changes detected in this version.
- All features, data, and guidance remain the same.
v1.0.51
- No changes detected in this version.
- The skill content, data, and instructions remain unchanged.
v1.0.50
No changes detected in this version.
- This release does not include any file or documentation changes.
v1.0.49
ai-cost-optimizer v1.0.49
- No changes detected for this version; content and features remain the same.
v1.0.48
- No changes detected in this version.
- Skill documentation and logic remain the same.
v1.0.47
Version 1.0.47 of ai-cost-optimizer
- No file changes detected in this release.
- No updates to features, data, or documentation.
v1.0.46
- No user-facing changes in this version.
- No file changes detected; functionality and documentation remain unchanged.
v1.0.45
Version 1.0.45 of ai-cost-optimizer
- No file changes detected in this release.
- All existing features, data, and recommendations remain unchanged.
v1.0.44
- No code or content changes detected in this version.
- Confirmed no modifications between previous and current skill files.
v1.0.43
- No changes detected in this version.
- All features, data, and recommendations remain the same.
v1.0.42
No changes detected in this version; the skill content remains the same.
v1.0.41
No changes detected in this version.
- No file changes were made in version 1.0.41.
v1.0.40
- No changes detected in this version; documentation and functionality remain the same.
v1.0.39
Version 1.0.39 of ai-cost-optimizer
- No file changes detected in this release.
- Functionality and documentation remain unchanged from the previous version.
v1.0.38
Version 1.0.38 of ai-cost-optimizer
- No file changes detected in this release.
- Functionality, data, usage instructions, and documentation remain unchanged from the previous version.
v1.0.37
- No file changes detected for version 1.0.37.
- Functionality and documentation remain unchanged from previous version.
v1.0.36
Version 1.0.36 contains no changes from the previous version.
- No modifications detected in any files.
- All features and data remain the same.
v1.0.35
Version 1.0.35 (no file changes detected)
- No changes were made to the skill in this version.
- All features, data, and documentation remain unchanged from the previous release.
v1.0.34
Version 1.0.34 of ai-cost-optimizer
- No file changes detected in this release.
- No updates to features, data, or documentation.
v1.0.32
Version 1.0.32 of ai-cost-optimizer
- No file changes detected; behavior and features remain unchanged.
- Core cost data and usage scenarios are consistent with previous version.
- All optimization steps, recommendations, and pricing suggestions are retained.
元数据
常见问题
Ai Cost Optimizer 是什么？
提供基于预算和任务需求的AI模型成本优化方案，计算节省并指导OpenClaw配置与模型切换策略。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 398 次。
如何安装 Ai Cost Optimizer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-cost-optimizer」即可一键安装，无需额外配置。
Ai Cost Optimizer 是免费的吗？
是的，Ai Cost Optimizer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Ai Cost Optimizer 支持哪些平台？
Ai Cost Optimizer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Ai Cost Optimizer？
由 yang1002378395-cmyk（@yang1002378395-cmyk）开发并维护，当前版本 v1.0.52。
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