A community-driven analytics dashboard for tracking token usage, model frequency, and costs for OpenClaw agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install clawpulse
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install clawpulse using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is clawpulse?
ClawPulse is a specialized analytics utility designed to bring transparency to your Openclaw Skills by providing a comprehensive dashboard for agent metrics. It allows developers to monitor their agent's activity, including token consumption and model performance, while strictly maintaining privacy by only collecting aggregate data. By integrating this skill, users can visualize their personal usage trends and see how their agents contribute to the broader ecosystem.
This tool acts as a bridge between your local agent sessions and a centralized community dashboard. It processes local logs to generate insights into tool usage and cost estimates, making it an essential companion for anyone looking to optimize their Openclaw Skills. Whether you are a solo developer or part of a larger team, ClawPulse offers the visibility needed to manage AI resource consumption effectively.
clawpulse Use Cases
- Monitoring daily API expenditures and token usage across multiple LLM models.
- Visualizing which specific tools within your Openclaw Skills are being triggered most frequently.
- Comparing agent efficiency and activity levels with the global OpenClaw community leaderboard.
- Automating the collection of session metrics for long-term usage analysis without manual exports.
How clawpulse Works
- The user installs the ClawPulse CLI to handle local data processing and communication with the dashboard.
- Authentication is performed via GitHub, ensuring a secure link between the local agent and the user's online profile.
- The skill parses local JSONL session files to extract high-level metadata such as token counts and model names.
- Extracted aggregate data is pushed to the ClawPulse API, specifically excluding any private message content or file paths.
- The analytics are rendered on a web dashboard, providing both private personal views and public community statistics.
clawpulse Setup
Install the required package via npm and authenticate your agent to begin tracking your Openclaw Skills:
npm install -g openclaw-pulse
You can then run the interactive setup:
clawpulse setup
Alternatively, if you have the GitHub CLI installed, you can configure it manually:
TOKEN=$(gh auth token)
mkdir -p ~/.clawpulse
echo "{\"apiUrl\":\"https://clawpulse.vercel.app\",\"githubToken\":\"$TOKEN\"}" > ~/.clawpulse/config.json
clawpulse Data Schema & Taxonomy
ClawPulse processes session data into an aggregate format. It focuses on quantity and metadata rather than content. The following table describes the data captured from your Openclaw Skills:
| Metric | Description |
|---|---|
| Token Usage | Totals for input, output, and cache operations. |
| Model Distribution | Count of calls per model (e.g., Claude 3.5 Sonnet). |
| Tool Invocations | Frequency of specific tool executions. |
| Cost Calculation | Estimated spend based on current API pricing tiers. |
| Session Totals | Count of messages and unique sessions processed. |
clawpulse Advanced Features
- Cron Integration: Configure automated midnight and noon pushes to keep your dashboard synchronized without manual intervention.
- Silent Mode: Use the
--silentflag in automated scripts to update metrics quietly in the background. - Local Inspection: Use the
statusandcollectcommands to review your data locally before it is ever sent to the server. - Community Benchmarking: Opt-in to the community leaderboard to see how your Openclaw Skills rank in terms of activity and efficiency.
SKILL.md
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