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版本数
在 OpenClaw 中安装
/install token-optimizer-pro
功能描述
Monitor OpenClaw token usage, analyze usage patterns, estimate cost, and provide practical optimization suggestions. Use when reviewing token consumption by...
安全使用建议
This skill is inconsistent: it promises cross-agent token/billing analysis but gives no source code, install instructions, or credentials. Before using it, ask the publisher for: (1) the repository or homepage and a verifiable release for the 'token-optimizer' CLI; (2) exact install steps and expected binary path; (3) which APIs, logs, or credentials it needs and why (billing, telemetry, agent logs); (4) a minimal-permissions list and a hash/signature for any binaries. If you must try it, run it in a controlled environment, do not grant broad admin/billing credentials, and verify the binary's origin and integrity. Because the skill could assume access to sensitive telemetry/billing data but does not declare how it obtains that access, treat it cautiously.
功能分析
Type: OpenClaw Skill
Name: token-optimizer-pro
Version: 1.0.1
The skill bundle contains only metadata and documentation (SKILL.md) for a token usage monitoring and optimization tool. There is no executable code provided, and the instructions in SKILL.md are consistent with the stated purpose of analyzing usage patterns and providing cost-saving suggestions without any indicators of malicious intent or prompt injection.
能力评估
Purpose & Capability
The description promises cross-agent/model/session token monitoring, cost estimation, and alerts — which inherently require access to telemetry/billing APIs, agent logs, or an installed tool. The SKILL.md shows commands for a 'token-optimizer' CLI, but the registry metadata lists no required binary, no install spec, no homepage/source, and no credentials. That mismatch makes it unclear how the skill would actually obtain the data it promises.
Instruction Scope
Runtime instructions are limited to example CLI commands (e.g., 'token-optimizer report') but provide no guidance on where data comes from, how the CLI is installed, what permissions it needs, or whether it reads internal logs or billing endpoints. The instructions do not explicitly ask the agent to read any files or env vars, but the skill's functionality would require privileged data access not described here.
Install Mechanism
This is an instruction-only skill (no install spec or code), which minimizes direct disk-write risk. However, because it references an external CLI without providing an install or source, there's ambiguity: the skill assumes a preexisting 'token-optimizer' binary but doesn't declare it. That omission is an operational/integrity concern (where does the binary come from?), not a direct install risk in the manifest itself.
Credentials
No environment variables, credentials, or config paths are requested, yet the promised monitoring and cost estimation would typically require access to account/billing or telemetry credentials (or a service API token). The absence of any declared credential is disproportionate and unexplained.
Persistence & Privilege
The skill is not always-enabled and is user-invocable only. It doesn't request persistent privileges or claim to modify other skills or system-wide 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 token-optimizer-pro - 安装完成后，直接呼叫该 Skill 的名称或使用
/token-optimizer-pro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
v1.0.1
Replace the published skill document with an English release version and align the public description with English-first publishing.
v1.0.0
Monitor OpenClaw token usage and provide optimization suggestions
元数据
常见问题
Token Optimizer Pro 是什么？
Monitor OpenClaw token usage, analyze usage patterns, estimate cost, and provide practical optimization suggestions. Use when reviewing token consumption by... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 904 次。
如何安装 Token Optimizer Pro？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install token-optimizer-pro」即可一键安装，无需额外配置。
Token Optimizer Pro 是免费的吗？
是的，Token Optimizer Pro 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Token Optimizer Pro 支持哪些平台？
Token Optimizer Pro 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 Token Optimizer Pro？
由 haidong（@harrylabsj）开发并维护，当前版本 v1.0.1。
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