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Openclaw Cost Optimization
by
yang1002378395-cmyk
· GitHub ↗
· v1.0.2
· MIT-0
456
Downloads
0
Stars
2
Active Installs
4
Versions
Install in OpenClaw
/install openclaw-cost-optimization
Description
OpenClaw 成本优化 - 降低 AI API 支出技巧。适合：成本敏感用户、企业部署。
Usage Guidance
This skill is mostly a collection of sensible cost-saving tips, but it assumes you have an 'openclaw' command-line tool and a ~/.openclaw/config.yaml without declaring that dependency or any credentials that tool might need. Before using: (1) verify where the 'openclaw' CLI comes from and that you trust its source; (2) check what credentials/config the CLI will read or modify (e.g., API keys in ~/.openclaw or environment variables) before running its commands; (3) back up any existing ~/.openclaw/config.yaml before applying changes; (4) be cautious about contacting the personal handles listed for paid services — they are external and unrelated to the skill package. If you cannot confirm the origin/trustworthiness of the 'openclaw' binary, avoid running the suggested commands.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-cost-optimization
Version: 1.0.2
The skill bundle is a documentation-based guide for optimizing AI API costs within the OpenClaw ecosystem. It contains model price comparisons, configuration examples for caching and budgeting, and CLI command references in SKILL.md. No executable code, data exfiltration attempts, or malicious instructions were found.
Capability Assessment
Purpose & Capability
The skill's name and content are about cost optimization and the documented tips (model selection, caching, budgeting) align with that purpose. However, the runtime instructions repeatedly call an external 'openclaw' CLI and reference ~/.openclaw/config.yaml while the skill metadata declares no required binaries or installs; that mismatch is unexplained.
Instruction Scope
The SKILL.md stays within cost-optimization scope: it recommends model choices, config snippets, budgeting and monitoring commands. It instructs editing a user config (~/.openclaw/config.yaml) and running 'openclaw' commands — actions consistent with the stated goal and confined to the user's agent/tooling.
Install Mechanism
This is an instruction-only skill with no install spec or code files, which is low-risk. Nothing in the manifest tries to download or write code to disk.
Credentials
No environment variables, credentials, or config paths are declared as required. Yet the instructions expect interaction with a CLI that likely needs service credentials (to report usage, switch models, query costs). The skill does not request or document those credentials, which is an incoherence to be aware of.
Persistence & Privilege
The skill is not set to always:true and has no install-time persistence. It does instruct changing a per-user config file (~/.openclaw/config.yaml) which is normal for a tool of this type and not a privilege escalation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-cost-optimization - After installation, invoke the skill by name or use
/openclaw-cost-optimization - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
Version 1.0.2
- No file changes detected in this release.
- Functionality and documentation remain identical to version 1.0.1.
v1.2.0
No file changes detected between versions 1.0.1 and 1.2.0.
- No updates have been made in this release.
- All documentation and features remain unchanged from the previous version.
v1.0.1
新增：企业成本案例、优化配置示例
v1.0.0
openclaw-cost-optimization 1.0.0 – Initial Release
- 发布 OpenClaw 成本优化指南，帮助用户降低 AI API 开支。
- 提供主流模型价格对比及适用场景建议。
- 给出模型选择、缓存、上下文限制、批量处理等配置优化方法。
- 整理分层用模型、缓存预热、限制对话轮数、流式输出等省钱技巧。
- 提供用量统计、预算设置、超额处理和成本估算方法。
- 整合常见问题解答及联系客服渠道。
Metadata
Frequently Asked Questions
What is Openclaw Cost Optimization?
OpenClaw 成本优化 - 降低 AI API 支出技巧。适合：成本敏感用户、企业部署。 It is an AI Agent Skill for Claude Code / OpenClaw, with 456 downloads so far.
How do I install Openclaw Cost Optimization?
Run "/install openclaw-cost-optimization" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Openclaw Cost Optimization free?
Yes, Openclaw Cost Optimization is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Openclaw Cost Optimization support?
Openclaw Cost Optimization is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Openclaw Cost Optimization?
It is built and maintained by yang1002378395-cmyk (@yang1002378395-cmyk); the current version is v1.0.2.
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