A high-performance Toggl Track agent skill designed for token-efficient time tracking and rapid report generation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install toggl-optimized-v2
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-v2 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 the Openclaw Skills ecosystem designed to provide seamless access to Toggl Track data. It focuses on performance and cost-efficiency by utilizing direct API v3 calls, which significantly reduces the context window usage for AI agents. This makes it an essential tool for developers who require high-speed access to time tracking data without the overhead of traditional, verbose API wrappers.
By prioritizing direct communication with the Toggl backend, this skill enables AI agents to retrieve, process, and summarize large volumes of time logs quickly. Whether you are managing individual productivity or oversight for a large team, this skill ensures that your data retrieval remains lean and your automation workflows stay responsive.
Toggl-Optimized Use Cases
- Generating automated client reports in JSON or PDF formats using Openclaw Skills.
- Monitoring project time allocation with minimal LLM token expenditure.
- Automating end-of-month billing summaries directly through an AI agent.
- Creating custom dashboards by piping Toggl data into other data analytics tools.
How Toggl-Optimized Works
- The skill authenticates with Toggl Track using a secure API token stored in environment variables.
- Users or agents trigger specific reporting requests via optimized shell scripts.
- The skill executes direct v3 API calls to the Toggl Reports engine to minimize data overhead.
- The retrieved data is processed and formatted into the requested output type (JSON or PDF).
- Results are returned to the agent or saved to the local directory for immediate use.
Toggl-Optimized Setup
To integrate this skill into your workflow for Openclaw Skills, follow these installation steps:
- Obtain your API Token from your Toggl Profile Settings.
- Set the required environment variables in your shell:
export TOGGL_API_TOKEN="your-api-token"
export TOGGL_WORKSPACE_ID="your-workspace-id"
- Execute the reporting script to verify the connection:
bash scripts/toggl_report.sh <client_name> <start_date> <end_date> json
Toggl-Optimized Data Schema & Taxonomy
The skill manages data flow between the Toggl API and your local environment. It utilizes a structured approach to filter and format time tracking information:
| Field | Description |
|---|---|
| API Token | Secure credential for Toggl Track v3 API access. |
| Workspace ID | Unique identifier for the specific Toggl workspace. |
| Client Name | Filter parameter for generating client-specific summaries. |
| Date Range | Start and end dates in YYYY-MM-DD format for data isolation. |
| Format | The output structure, supporting both machine-readable JSON and human-readable PDF. |
Toggl-Optimized Advanced Features
- Direct API v3 integration for maximum speed and reduced latency.
- Token-efficient architecture designed specifically for Openclaw Skills to lower operational costs.
- Shell-based reporting automation for quick PDF generation without complex dependencies.
- Support for granular client-level filtering for precise professional billing.
SKILL.md
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