AI Automation Opportunity Finder
Find your first business automation opportunity
Compare AI automation opportunities using real tasks, volumes, and correction costs. A free skill to prioritize a feasible pilot without invented savings.
Made for
Business owners and operations leaders exploring AI
What you bring
- Real recurring tasks and representative work examples
- Task volumes, handling times, correction costs, and current tools
- Constraints, process owners, and an acceptable review process
What you get back
- A prioritized shortlist with editable assumptions
- A comparison of manual work, existing software, rules, and AI
- A scoped pilot brief with a baseline and success criteria
Install this skill
npx skills add https://github.com/aidevs-pt/devs-ai-skills --skill ai-automation-opportunity-finderRun in your project folder and follow the installer prompts for your assistant. Node.js and npx are required.
MIT-licensed. Your AI assistant, model access, or optional integrations may have separate costs.
A concrete starting point.
Use the bundled synthetic example before introducing company data. No account connection or business files are needed for that first trial.
- Install the skill in your assistant.
- Open its bundled example input and supporting files.
- Ask for the named skill, then review its output against the sources.
A request to try
Use ai-automation-opportunity-finder with the bundled example. Compare process changes, existing software, rules, and AI using the supplied volumes and costs. Recommend a feasible pilot and show uncertain assumptions.
- Recurring task
- Copying incoming order details into a spreadsheet
- Options to compare
- A better import, a rule-based parser, or an AI-assisted draft
- Pilot decision
- Measure handling time and correction rate before estimating savings.
This is an illustration of the work, not a recorded model result or a performance claim.
Where human review matters
A shortlist is a decision aid, not a savings guarantee. Missing volumes and costs remain assumptions; existing software or a simpler process may be the better option.
The repository includes local helper checks. Passing those checks does not validate language quality, your business rules, or a production integration. Python 3.10+ is needed for the helper tools.
Read the skill instructions