Automate This
Independent PiSkill directory guide. The original skill remains hosted by GitHub Awesome Copilot.
What is Automate This?
Analyzes a screen recording of a manual process, reconstructs the workflow, and proposes practical automation scripts using tools already available on the user's machine.
What does Automate This do?
Automate This is a GitHub Awesome Copilot skill for turning a screen recording of a repetitive manual process into a practical automation plan and working script. It extracts visual frames and optional narration, reconstructs the user's workflow, identifies bottlenecks and then proposes automation that matches the tools already available on the user's machine.
Who is Automate This best for?
- People repeating browser, spreadsheet, email or file-management work
- Teams documenting a manual process before automating it
- Developers looking for quick automation opportunities
- Users who can demonstrate a workflow more easily than describe it
Common use cases
- Analyze a screen recording of a repetitive process
- Reconstruct the exact sequence and data flow between applications
- Automate the most painful step with a quick script
- Build a fuller automation with scheduling, logging and error handling
How does Automate This work?
The skill first checks local prerequisites, extracts video frames and optional audio, reconstructs the process and asks the user to confirm that reconstruction. It then fingerprints the local environment, proposes automation in practical tiers and, after the user selects a path, builds and tests the automation with dry-run and rollback considerations.
Key benefits
- Starts from the user's actual workflow rather than assumptions
- Can preserve human approval steps instead of automating everything
- Matches automation to installed tools and user skill level
- Encourages dry runs, secret handling and failure-mode planning
Things to know
- Reliable analysis depends on a clear recording
- Browser workflows can still be fragile when no API is available
- Some automations require local tools such as ffmpeg and optionally Whisper
Compatible tools
Frequently asked questions
What does Automate This do?
Does the skill automate everything automatically?
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