金大哥 - Cost Monitor Skill 详情

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