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:

bash

clawhub install cost-monitor

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

First-time setup (optional):

bash

# 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):

text

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

DeepSeek (Pay-as-you-go):

text

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

What Each Field Means#

FieldDescription61.4% / ¥18.00Remaining balance (percentage for MiMo, RMB for DeepSeek)603.5k / ¥0.0045Cost of this turn (Credits or RMB)in X+Ycached(Z%)New input tokens + cached tokens (cache hit rate)out XOutput tokens generated

Supported Models#

ModelBillingAuto-detectedxiaomi/mimo-v2.5Token Plan Credits✅xiaomi/mimo-v2.5-proToken Plan Credits✅deepseek/deepseek-v4-flashRMB (pay-as-you-go)✅deepseek/deepseek-v4-proRMB (pay-as-you-go)✅moonshot/kimi-k2.6RMB (pay-as-you-go)✅

Calibration#

MiMo: Copy consumed / total from the backend:

text

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

DeepSeek: Automatic via API:

text

校准 deepseek

Both automatically deduct the current turn's consumption.

File Structure#

text

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