A sophisticated orchestration pipeline designed to automatically scrape, transform, and deploy AI prompts from global sources into functional agent skills.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install prompts-workflow
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 prompts-workflow 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 Prompts Workflow?
The Prompts Workflow is a specialized orchestration layer that manages the end-to-end lifecycle of AI assets. By utilizing Openclaw Skills, this tool automates the discovery of high-quality prompts from community hubs like Reddit, GitHub, and Hacker News, converting them into standardized formats for immediate deployment.
It provides a robust framework for developers who need to scale their AI capabilities without manual intervention. This skill acts as a bridge between raw community intelligence and actionable tools, ensuring that your agent library stays current with the latest prompt engineering trends discovered via Openclaw Skills.
Prompts Workflow Use Cases
- Aggregating trending prompt engineering techniques from Reddit and Hacker News automatically.
- Scaling the generation of specialized AI agents by converting raw text prompts into structured skill files.
- Synchronizing a private prompt library with ClawdHub using scheduled automation.
- Managing long-running data collection tasks with stateful recovery for failed steps.
How Prompts Workflow Works
- The workflow triggers a collection script that scrapes raw prompt data from sources like Reddit, GitHub, and SearXNG.
- A transformation engine parses the raw data and converts it into the standardized schema required for Openclaw Skills.
- The finalized assets are automatically published to the hub for wider distribution or internal use.
- Throughout the process, a state manager tracks progress, allowing for interactive recovery if a specific step encounters an error.
Prompts Workflow Setup
Ensure you have Node.js 18+ installed. Navigate to the skill directory and initialize the automated workflow.
cd /root/clawd/skills/prompts-workflow
# Run the full automated pipeline
node main.js auto
To schedule daily updates, integrate with your system crontab using the Openclaw Skills session spawner:
0 9 * * * cd /root/clawd && /usr/local/bin/clawdbot sessions_spawn --task "run prompts-workflow auto" --cleanup delete
Prompts Workflow Data Schema & Taxonomy
The workflow organizes data within an output/ directory to maintain clear separation between raw and processed assets.
| Path | Purpose |
|---|---|
output/state.json |
Tracks the lifecycle status (pending, running, completed, or failed) for each step. |
output/workflow.log |
Detailed execution history and error reporting. |
output/prompts/ |
Storage for raw harvested data before conversion. |
output/skills/ |
The final generated Openclaw Skills ready for deployment. |
Prompts Workflow Advanced Features
- Stateful interactive mode that allows developers to resume execution from the exact point of failure.
- Modular architecture supporting the addition of custom scripts for advanced filtering or AI-based prompt evaluation.
- Integration with CLI status commands for real-time monitoring of automated background tasks.
- Support for multi-source scraping via shell-based collection scripts for maximum flexibility.
SKILL.md
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