model-usage

Analyze and summarize per-model usage costs from CodexBar CLI logs.

Updated Feb 8, 2026
One-click install
npx skills add https://github.com/dioerden/OpenClaw-Flash-Vault --skill model-usage-dioerden
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: model-usage
Source: https://github.com/dioerden/OpenClaw-Flash-Vault/tree/main/skills/model-usage
Command: npx skills add https://github.com/dioerden/OpenClaw-Flash-Vault --skill model-usage-dioerden

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires codexbar, python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill unit addresses the need to summarize and analyze model-level usage and cost data from CodexBar CLI local cost logs. It provides insights into the cost and usage patterns of different models, aiding in optimizing resource allocation and tracking expenses.

Core Features & Use Cases

  • Model Usage Cost Summary: Summarizes per-model usage cost for Codex or Claude models, including the current model or a full model breakdown.
  • Triggerable by Command: Can be activated by a specific command to provide model-level usage/cost data from CodexBar.
  • Scriptable Summary: Offers a scriptable per-model summary from CodexBar cost JSON, allowing for automated reporting and analysis.

Quick Start

Run the 'model-usage' skill to get a summary of the current model usage cost from CodexBar.

Frequently Asked Questions about model-usage

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze per-model usage cost from CodexBar CLI logs?

To analyze per-model usage cost from CodexBar CLI logs, you can run the model-usage skill to summarize local cost JSON data. It processes your CodexBar logs to provide a breakdown of model-level costs and usage patterns.

What is the best way to track Codex and Claude model costs locally?

The best way to track Codex and Claude model costs locally is by summarizing CodexBar CLI cost logs. This approach provides insights into per-model usage patterns and expenses for optimizing resource allocation.

Do I need Python to run a CodexBar cost summary script?

Yes, you need a Python environment to execute the scriptable per-model summary from CodexBar cost JSON. The CodexBar CLI and Python environment are both required dependencies for running the cost analysis scripts.

Can I get a full model breakdown of usage costs from CodexBar?

Yes, you can get a full model breakdown of usage costs from CodexBar. The analysis supports summarizing the current model usage cost or providing a comprehensive breakdown across all models tracked in your local logs.

How do I automate model cost reporting from CodexBar cost JSON?

You automate model cost reporting from CodexBar cost JSON by using the scriptable summary feature. This allows you to process local cost logs programmatically for automated per-model cost analysis and resource tracking.