What makes Token Panel Ultimate notable?

1.1K downloads. Trust evidence available

How should Token Panel Ultimate be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Token Panel Ultimate

Know exactly where your AI tokens go. Multi-provider tracking, budget alerts, and a REST API—all in one dashboard. Skill: Token Panel Ultimate Owner: globalcaos Summary: Know exactly where your AI tokens go. Multi-provider tracking, budget alerts, and a REST API—all in one dashboard. Tags: latest:2.1.1 Version history: v2.1.1 | 2026-02-21T07:33:38.719Z | user Added notes.security transparency block v2.1.0 | 2026-02-21T07:06:24.889Z | user Marketia copy (Hook/Sell/Convert), metadata.openclaw block, humor grade 5/10 v1.0.8 | 2026-0

OpenClaw

View on ClawHub

Rank

Safety

Downloads

1.1k

Updated

Apr 15, 2026

Version

2.1.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 4/15/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Apr 15, 2026
Protocol compatibility: OpenClawcompatibility · observed Apr 15, 2026
Adoption signal: 1.1K downloadsadoption · observed Apr 15, 2026
Latest release: 2.1.1release · observed Feb 21, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn7623hrcwt6rg73a67xw3wyx580asdw:token-panel-ultimate

Node.js workspace detected. Install dependencies securely: run `npm ci --ignore-scripts` to prevent post-install lifecycle triggers from running arbitrary code, then selectively audit the dependency tree.
Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-token-panel-ultimate/snapshot"

Documentation

CLAWHUB

16,278 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: token-panel-ultimate
version: 2.1.1
description: "Know exactly where your AI tokens go. Multi-provider tracking, budget alerts, and a REST API—all in one dashboard."
metadata:
openclaw:
owner: kn7623hrcwt6rg73a67xw3wyx580asdw
category: monitoring
tags:
- tokens
- usage
- budget
- anthropic
- openai
- gemini
- manus
- dashboard
license: MIT
notes:
security: "Runs a local REST API on localhost:8765 for usage tracking. SQLite database stored locally. Reads provider usage from local transcripts and official APIs using your existing credentials. No external data sharing, no cloud dependencies. Systemd service runs as your user, not root."
---

# Token Panel Ultimate

**One dashboard for every token you spend.** Anthropic, Gemini, OpenAI, Manus—tracked, stored, and queryable before the bill arrives.

## Why This Exists

You've checked your Anthropic console, squinted at the OpenAI dashboard, opened a Gemini tab, and still weren't sure where last Tuesday's $14 went. Token Panel Ultimate puts all four providers in one place so the answer is always one query away.

## What It Does

- **Multi-Provider Tracking** — Anthropic, Gemini, OpenAI, and Manus in a single SQLite database
- **Budget Alerts** — Set monthly limits per provider. Get warned before you overspend, not after
- **REST API** — Query usage programmatically on port 8765. Plug it into your own scripts or dashboards
- **Transcript Parsing** — Automatically extracts token counts from OpenClaw session transcripts
- **Zero Dependencies** — SQLite storage. No Postgres, no Redis, no cloud account required
- **Runs as a Daemon** — Systemd service keeps it alive in the background

## Quick Start

```bash
pip install -r requirements.txt
python3 api.py
```

## Architecture

```
OpenClaw Plugin → Budget Collector API → SQLite DB
↓
Transcripts / Anthropic API / Manus Tracker
```

## API Endpoints

| Method | Path | Description |
|--------|-------------------|------------------------------|
| GET | /usage | All provider usage |
| GET | /usage/:provider | Usage for a single provider |
| GET | /budget | Current budget limits |
| POST | /budget | Set or update budget limits |

*Clone it. Fork it. Break it. Make it yours.*

👉 Explore the full project: [github.com/globalcaos/clawdbot-moltbot-openclaw](https://github.com/globalcaos/clawdbot-moltbot-openclaw)

_meta.json

{
  "ownerId": "kn7623hrcwt6rg73a67xw3wyx580asdw",
  "slug": "token-panel-ultimate",
  "version": "2.1.1",
  "publishedAt": 1771659218719
}

BUDGET_README.md

# Budget Collector

Standalone service for tracking AI provider usage and costs.

**Location:** `~/src/budget-collector/`

## Features

- 📊 Track usage from multiple providers (Anthropic, Gemini, Manus, OpenAI)
- 💰 Set monthly budgets with alerts
- 📁 Parse OpenClaw transcripts for usage data
- 🔌 REST API for OpenClaw plugin integration
- 🗄️ SQLite database (no external dependencies)

## Architecture

```
┌─────────────────┐     ┌──────────────────┐     ┌─────────────┐
│ OpenClaw Plugin │────▶│ Budget Collector │────▶│ SQLite DB   │
│ (read-only)     │     │ API (port 8765)  │     │ budget.db   │
└─────────────────┘     └──────────────────┘     └─────────────┘
                               │
                    ┌──────────┼──────────┐
                    ▼          ▼          ▼
              Transcripts   Anthropic    Manus
              (local)       Usage API    Tracker
```

## Quick Start

```bash
# Install dependencies
cd ~/src/budget-collector
pip install -r requirements.txt

# Initialize database with default budgets
python collector.py --init-budgets

# Run collector once
python collector.py

# Start API server
uvicorn api:app --port 8765
```

## API Endpoints

| Endpoint | Method | Description |
|----------|--------|-------------|
| `/status` | GET | Overall budget status (for agent) |
| `/budgets` | GET | All budget configurations |
| `/budgets` | POST | Set/update a budget |
| `/usage` | POST | Record a usage event |
| `/manus/task` | POST | Record Manus task |
| `/summary/monthly` | GET | Monthly usage summary |
| `/summary/daily/{provider}` | GET | Daily breakdown |

## Configuration

### Environment Variables

```bash
# Optional - for direct API access
export ANTHROPIC_ADMIN_API_KEY="sk-admin-..."
export MANUS_API_KEY="..."
export GOOGLE_API_KEY="..."
```

### Default Budgets

```python
anthropic: $100/month
gemini: $50/month
manus: 500 credits/month
openai: $50/month
```

## Systemd Service

```bash
# Install service
sudo cp budget-collector.service /etc/systemd/system/
sudo systemctl daemon-reload
sudo systemctl enable budget-collector
sudo systemctl start budget-collector

# Check status
sudo systemctl status budget-collector
```

## Database Location

`~/.openclaw/data/budget.db`

## Usage from OpenClaw

The API returns status in agent-friendly format:

```bash
curl http://localhost:8765/status
```

```json
{
  "overall": "ok",
  "summary": "anthropic=45% ($45.00/$100.00) | manus=60% (300/500 credits)",
  "alerts": [],
  "budgets": [...]
}
```

## Files

```
~/src/budget-collector/
├── api.py              # FastAPI server
├── collector.py        # Collection daemon
├── db.py               # SQLite database
├── parsers/
│   ├── anthropic.py    # Anthropic Usage API
│   ├── gemini.py       # Gemini cost calculator
│   ├── manus.py        # Manus task tracker
│   └── transcript.py   # OpenClaw log parser
├── requirements.txt
├── budget-collector.service
└── README.md
```

## Independence from OpenClaw

This service is **complet

package.json

{
  "name": "token-panel-ultimate",
  "version": "1.0.8",
  "description": "Track AI usage across Claude Max, ChatGPT, Gemini & Manus in one OpenClaw dashboard. 5-hour/7-day rolling windows, per-model rate limits, credit balances, reset times. Webchat widget overlay. Never hit rate limits by surprise.",
  "keywords": [
    "api-usage",
    "budget",
    "chatgpt",
    "claude-max",
    "cost-tracking",
    "dashboard",
    "gemini",
    "manus",
    "openai",
    "openclaw",
    "rate-limits",
    "token-counting",
    "tokens",
    "usage",
    "usage-tracking",
    "widget"
  ],
  "license": "MIT",
  "author": "Oscar Serra",
  "repository": "https://github.com/globalcaos/clawdbot-moltbot-openclaw",
  "openclaw": {
    "emoji": "🎛️"
  }
}

requirements.txt

fastapi>=0.100.0
uvicorn>=0.23.0
httpx>=0.24.0
pydantic>=2.0.0

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