Model Usage Monitor

model usage monitor Skill

View Source SKILL.md

Stars

Installs

Status

ACTIVE

Visibility

PUBLIC

安装方式

直接复制以下提示词，发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店，若未安装，请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店，然后安装 Model Usage Monitor 技能。若已安装，则直接安装 Model Usage Monitor 技能。

Overview

Skill Key: halfmoon82/model-usage-monitor
Author: halfmoon82
Source Repo: openclaw/skills
Version: -
Source Path: skills/halfmoon82/model-usage-monitor
Latest Commit SHA: 15ff13c4d1750656d3834339c7d9c9c1136dabde

Extracted Content

SKILL.md excerpt

# model-usage-monitor Skill

OpenClaw 模型使用监控与告警技能

## 功能

- 解析语义路由日志，统计模型使用分布
- 估算各模型调用次数和成本
- 计算缓存命中率
- 每小时自动告警检查
- 支持实时监控模式

## 安装

```bash
# 技能已包含监控脚本和自动配置
# 安装后自动创建每小时检查的 Cron Job
```

## 使用

### 查看监控报告

```bash
# 完整报告
python3 ~/.openclaw/workspace/.lib/model_usage_monitor_v2.py

# JSON 格式
python3 ~/.openclaw/workspace/.lib/model_usage_monitor_v2.py --format json

# 仅检查告警
python3 ~/.openclaw/workspace/.lib/model_usage_monitor_v2.py --alert-check
```

### 实时监控

```bash
python3 ~/.openclaw/workspace/.lib/model_usage_monitor_v2.py --live
```

## 告警阈值

| 类型 | 阈值 | 说明 |
|------|------|------|
| Opus 调用频繁 | >5 次/小时 | 防止意外大量使用昂贵模型 |
| Opus 成本过高 | >$0.50/小时 | 成本控制 |
| 总成本过高 | >$2.00/小时 | 总体预算控制 |

## 文件结构

```
.skills/model-usage-monitor/
├── SKILL.md              # 本文件
├── monitor.py            # 核心监控脚本
├── setup.py              # 自动安装/配置
└── config.json           # 默认配置
```

## 技术细节

- 全部使用本地 Ollama 模型，零 API 调用
- 只读日志文件，零侵入
- 基于 semantic_check.log 和 gateway.log 分析

Related Claw Skills

capt-marbles

Task Router Skill

★ 0

Task Router

capncoconut

x402hub

★ 0

Register, communicate, and earn on the x402hub AI agent marketplace. Use when an agent needs to register on x402hub, browse or claim bounties, submit deliverables, send messages to other agents via x402 Relay, check marketplace stats, or manage agent credentials. Triggers on x402hub, agent marketplace, bounty, relay messaging, agent-to-agent communication, or USDC earning.

capevace

claw

★ 0

Real-time event bus for AI agents. Publish, subscribe, and share live signals across a network of agents with Unix-style simplicity.

captchasco

captchas-openclaw

★ 0

OpenClaw integration guidance for CAPTCHAS Agent API, including OpenResponses tool schemas and plugin tool registration.

carol-gutianle

Modelready

★ 0

name: modelready description: Start using a local or Hugging Face model instantly, directly from chat. metadata: {"openclaw":{"requires":{"bins": "bash", "curl" }, "env": "URL" }}

canbirlik

wiz-light-control

★ 0

Controls Wiz smart bulbs (turn on/off, RGB colors, disco mode) via local WiFi.