A high-performance Toggl Track agent skill designed for token efficiency and rapid JSON/PDF reporting.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install toggl-optimized
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 toggl-optimized 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 Toggl-Optimized?
Toggl-Optimized is a specialized integration for developers and power users who require fast, low-overhead access to their Toggl Track data. By focusing on direct API v3 calls and optimized CLI interactions, this skill minimizes LLM context consumption while maximizing data retrieval speed. As a streamlined component of the Openclaw Skills ecosystem, it provides a lean alternative to traditional tracking methods, prioritizing automation and developer-centric workflows.
Toggl-Optimized Use Cases
- Generating rapid client-specific reports in JSON or PDF formats.
- Reducing token costs for AI agents through compact data representations.
- Automating time-tracking audits and project summaries via shell scripts.
- Integrating high-performance time analytics into a developer's Openclaw Skills environment.
How Toggl-Optimized Works
- The skill authenticates with Toggl Track using a secure API token and Workspace ID stored in environment variables.
- Users or agents trigger the optimized reporting script with specific parameters for clients, dates, and formats.
- The skill communicates directly with the Toggl API v3 to fetch raw data without intermediate overhead.
- Data is processed and returned in token-efficient compact formats or exported as external files for reporting.
Toggl-Optimized Setup
To get started, retrieve your API token from the Toggl Profile Settings and configure your environment variables:
export TOGGL_API_TOKEN="your-api-token"
export TOGGL_WORKSPACE_ID="your-workspace-id"
You can then run the optimized reporting script directly from your shell:
bash scripts/toggl_report.sh <client_name> <start_date> <end_date> <format: json|pdf>
Toggl-Optimized Data Schema & Taxonomy
The skill manages data through environment variables and structured API responses:
| Variable | Description |
|---|---|
| TOGGL_API_TOKEN | Secure authentication token for Toggl v3 API |
| TOGGL_WORKSPACE_ID | The specific workspace identifier for reports |
| Report Format | Options for json or pdf output |
| Compact Output | Minimized text logs designed for Openclaw Skills context efficiency |
Toggl-Optimized Advanced Features
- Direct API v3 reporting bypasses slow legacy endpoints for faster summaries.
- Token-efficient compact mode for
toggl-clilistings to save on AI costs. - Dual-format export capabilities supporting both programmatic (JSON) and professional (PDF) outputs.
- Designed for seamless interoperability with other Openclaw Skills for complex automation workflows.
SKILL.md
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