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Model Audit
作者
aiwithabidi
· GitHub ↗
· v1.0.0
279
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当前安装
1
版本数
在 OpenClaw 中安装
/install model-audit
功能描述
Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and bett...
安全使用建议
This skill appears to do what it says: it calls openrouter.ai using OPENROUTER_API_KEY and inspects your openclaw.json for model IDs. Before installing or running: (1) ensure the OPENROUTER_API_KEY you provide is for an account you trust and rotate/restrict it if possible; (2) review your openclaw.json (and the paths the script checks) for any secrets you don't want read — the script only extracts model IDs but will open the file; (3) you can inspect scripts/model_audit.py (included) yourself — network activity is limited to https://openrouter.ai/api/v1/models and no other remote endpoints are contacted; (4) run the script in a controlled environment if you are concerned about accidental exposure of config files. Overall the package is coherent and low-risk, but exercise standard caution with API keys and private config files.
功能分析
Type: OpenClaw Skill
Name: model-audit
Version: 1.0.0
The skill bundle is a legitimate utility for auditing LLM usage costs by comparing configured models against live pricing from the OpenRouter API. The script (scripts/model_audit.py) reads the local 'openclaw.json' configuration file to identify active models and fetches pricing data from the official OpenRouter endpoint (openrouter.ai), with no evidence of data exfiltration, malicious execution, or prompt injection.
能力评估
Purpose & Capability
Name/description (LLM stack audit) matches required items: the code fetches model/pricing from OpenRouter and reads openclaw.json to discover configured models. The declared primary env var OPENROUTER_API_KEY is appropriate and no unrelated environment variables or binaries are requested.
Instruction Scope
SKILL.md instructs running the included Python script which (as expected) calls the OpenRouter API and reads openclaw.json from standard locations (~/.openclaw and a couple of common container/root paths). Reading that config is within scope, but it does access files on-disk (including /root/.openclaw and /home/node/.openclaw) — review those files for sensitive data before running.
Install Mechanism
No install spec; this is instruction-only plus an included Python script. Nothing is downloaded at runtime by the skill itself and no package installation is required, so install risk is low.
Credentials
Only OPENROUTER_API_KEY is required and used as the Authorization header to call openrouter.ai. This is proportional to the stated purpose. Note: the script reads openclaw.json which may contain other data; the script only extracts model IDs but you should verify your config doesn't include other secrets you don't want read.
Persistence & Privilege
The skill is not always-enabled, does not request persistent system-wide privileges, and does not modify other skills' configuration. It can be invoked autonomously (platform default) but that is normal and not combined with other red flags.
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 model-audit - 安装完成后，直接呼叫该 Skill 的名称或使用
/model-audit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
v1.0.0
- Initial release of model-audit for monthly LLM stack assessment.
- Compares your current models against live OpenRouter benchmarks and pricing.
- Identifies savings, potential upgrades, and category coverage (reasoning, code, fast, cheap, vision).
- CLI supports full audits, JSON output, specific model checks, top models by category, and direct comparisons.
- Requires an OpenRouter API key for live data.
- Designed to optimize AI costs and highlight state-of-the-art alternatives.
元数据
常见问题
Model Audit 是什么？
Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and bett... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 279 次。
如何安装 Model Audit？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install model-audit」即可一键安装，无需额外配置。
Model Audit 是免费的吗？
是的，Model Audit 完全免费（开源免费），可自由下载、安装和使用。
Model Audit 支持哪些平台？
Model Audit 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 Model Audit？
由 aiwithabidi（@aiwithabidi）开发并维护，当前版本 v1.0.0。
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