OpenClaw

tinker-command-center

Stop guessing what your AI costs. Tinker shows every token, every dollar, every context byte — in real time.

globalcaos0 来源安装数☆ 0 仓库 Stars

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install globalcaos/tinker-command-center

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Tinker Command Center

Your $200 Opus session didn't have to happen. Tinker shows you exactly where every token goes — before the bill arrives.

The Problem

You switched to Claude API because Anthropic did the right thing. Respect. But now you're running Opus through OpenClaw and a single deep conversation burns $20+ in tokens with zero warning. You check your dashboard three days later and wonder what happened.

That's not a billing problem. That's a visibility problem.

What Tinker Does

Tinker is a real-time command center that sits on top of your OpenClaw gateway. It shows you what's filling your context window, what each response costs, and where your budget stands — live, as it happens.

🗺️ Context Treemap

Interactive squarified treemap of your context window. See exactly what takes space: system prompt sections, conversation history, tool results. Drill down from categories → messages → raw text. When you wonder "why is my context 180K tokens?" — this tells you in one glance.

📊 Response Treemap

Same visualization for model output. How much is text, how much is thinking, how much is tool calls? Per LLM call within a run, so you see the real cost of that 8-step tool loop.

💰 Live Cost Tracking

Per-provider token usage. Daily and monthly estimates. The 5-hour Claude rate-limit window with countdown timer. You'll never hit a rate limit by surprise again.

⚠️ Budget Alerts

Set a monthly limit. Get warned at 70%, 90%, and 100%. No more "I'll check later" — later is too late with Opus.

🔄 Multi-Call Run View

When your agent loops through tools (search → read → edit → test → commit), each call's context and cost is broken out individually. You'll see which tool calls are token hogs and which are cheap.

💬 Full Chat Interface

Not just a dashboard — it's a complete webchat with session switching, tool call inspection (expand any tool inline), and real-time streaming. Use it as your daily driver or just for monit...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/globalcaos/tinker-command-center
Version: —
Commit: f92b7cd1febefbf6e6d92026dfa50b0615202cc7
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# Tinker Command Center

> **Your $200 Opus session didn't have to happen.** Tinker shows you exactly where every token goes — before the bill arrives.

## The Problem

You switched to Claude API because Anthropic did the right thing. Respect. But now you're running Opus through OpenClaw and a single deep conversation burns **$20+ in tokens** with zero warning. You check your dashboard three days later and wonder what happened.

That's not a billing problem. That's a visibility problem.

## What Tinker Does

Tinker is a **real-time command center** that sits on top of your OpenClaw gateway. It shows you what's filling your context window, what each response costs, and where your budget stands — live, as it happens.

### 🗺️ Context Treemap

### 📊 Response Treemap

Same visualization for model output. How much is text, how much is thinking, how much is tool calls? Per LLM call within a run, so you see the real cost of that 8-step tool loop.

### 💰 Live Cost Tracking

Per-provider token usage. Daily and monthly estimates. The 5-hour Claude rate-limit window with countdown timer. You'll never hit a rate limit by surprise again.

### ⚠️ Budget Alerts

Set a monthly limit. Get warned at 70%, 90%, and 100%. No more "I'll check later" — later is too late with Opus.

### 🔄 Multi-Call Run View

### 💬 Full Chat Interface