Cost Monitor

面向 OpenClaw 的 token 用量与费用监控技能，在每次回复后自动计算本轮消耗并追加一行余额摘要；支持 MiMo Token Plan 积分与 DeepSeek 按量付费两种计费模型，附带价格表、余额校准脚本与夜间折扣系数。

chengkezhou

热度 24.50

最近更新 2026-06-07 21:00:54

分类：数据依赖：代码执行 / 读写文件 / 第三方 API应用场景：数据处理 / 报告撰写 / 工作流

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add cost-monitor

Metadata

name: cost-monitor
slug: cost-monitor
version: 1.0.0
description: Real-time token usage and cost tracking for OpenClaw agents. Supports MiMo Token Plan (Credits) and DeepSeek pay-as-you-go (RMB). Shows per-turn consumption and remaining balance after every reply.
metadata: {"clawdbot":{"emoji":"💰","requires":{"bins":["python3"]},"os":["linux","darwin","win32"],"configPaths":["~/.openclaw/skills/cost-monitor/"]}}

When to Use

This skill activates automatically on every assistant reply. No user trigger needed.

After each API response, calculate token consumption and cost
Append a one-line summary to the reply showing balance and usage
Support both MiMo (Token Plan Credits) and DeepSeek (RMB) billing models

Quick Start

Install:

clawhub install cost-monitor

Zero configuration. Works out of the box with default settings.

First-time setup (optional):

# Set your MiMo balance (copy from backend: consumed / total)
set-balance mimo 4,250,108,284 / 11,000,000,000

# Set your DeepSeek balance (RMB)
set-balance deepseek 18.00

Display Format

MiMo (Token Plan):

MiMo：61.4% | 603.5k · in 333+264.9kcached(99%) · out 202

DeepSeek (Pay-as-you-go):

DeepSeek：¥18.00 | ¥0.0045 · in 111+198.0kcached(99%) · out 192

What Each Field Means

Field	Description
`61.4%` / `¥18.00`	Remaining balance (percentage for MiMo, RMB for DeepSeek)
`603.5k` / `¥0.0045`	Cost of this turn (Credits or RMB)
`in X+Ycached(Z%)`	New input tokens + cached tokens (cache hit rate)
`out X`	Output tokens generated

Supported Models

Model	Billing	Auto-detected
`xiaomi/mimo-v2.5`	Token Plan Credits	✅
`xiaomi/mimo-v2.5-pro`	Token Plan Credits	✅
`deepseek/deepseek-v4-flash`	RMB (pay-as-you-go)	✅
`deepseek/deepseek-v4-pro`	RMB (pay-as-you-go)	✅
`moonshot/kimi-k2.6`	RMB (pay-as-you-go)	✅

Calibration

MiMo: Copy consumed / total from the backend:

校准 mimo 4,250,108,284 / 11,000,000,000

DeepSeek: Automatic via API:

校准 deepseek

Both automatically deduct the current turn's consumption.

File Structure

cost-monitor/
├── SKILL.md              # This file
├── pricing.json          # Official pricing (auto-updated)
├── balance.json          # Balance tracking (auto-updated)
├── scripts/
│   ├── cost.py           # Core calculation engine
│   ├── calibrate.py      # Balance calibration
│   └── set-balance.sh    # Quick balance setter
└── references/
    └── detailed-guide.md # Full documentation

Nighttime Discount

MiMo Token Plan includes a 0.8× coefficient during off-peak hours (Beijing Time 00:00-08:00). This is automatically applied.

Troubleshooting

Balance not updating?

Ensure balance.json exists in the skill directory
Run calibration to sync with backend

Wrong model pricing?

Update pricing.json with official rates from provider websites
The _source field in pricing.json tracks the data origin

Display not appearing?

Check that the skill is installed: clawhub list
Verify AGENTS.md or SOUL.md contains the cost monitoring rule