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    ⚙️ Automation Opportunity Finder

    by Martin Gunderman

    2

    Systematically identify and prioritize business automation opportunities using ROI and Impact/Effort analysis.

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    See it in action

    You say

    Analyze our customer onboarding process. It takes 20 hours per new client, involving manual data entry into the CRM and DocuSign drafting. We have 6 new clients/month. Developer rate is $100/hr.

    Your agent does

    ID: AUTO-004 | Customer Onboarding Current Cost: $28,800/yr (120h/mo) Technical Feasibility: 85% (API access available) Est. Dev Cost: $15,000 Break-Even: 6.3 Months ROI (Year 1): 92% Quadrant: PLAN (High Impact, High Effort) Recommendation: Build a Web Portal + CRM + DocuSign integration pipeline.

    What you get

    Calculate ROI and break-even points for proposed software automations.Identify high-impact 'quick wins' for teams with limited dev resources.Generate structured opportunity reports for CTOs and stakeholders.Audit manual SOPs to find repetitive, rule-based tasks ripe for AI.

    About this skill

    Stop Guessing, Start Automating

    In many organizations, automation is often driven by what's "cool" rather than what's valuable. The Automation Opportunity Finder is a strategic diagnostic tool designed for developers and consultants to systematically identify, quantify, and prioritize automation potential within business processes.

    What it does

    This skill transforms messy process descriptions, meeting notes, and time-tracking data into a structured investment roadmap. It calculates the technical feasibility of tasks, estimates development costs versus monthly savings, and determines the exact break-even point for every proposed automation.

    • Task Inventory: Maps manual tasks, frequency, and current costs.
    • Feasibility Scoring: Rates tasks (0-100) based on rule-based logic and API availability.
    • ROI Modeling: Provides hard numbers on annual savings and implementation effort.
    • Strategic Prioritization: Categorizes opportunities into a High Impact/Low Effort matrix.

    Why use this skill

    Instead of manual prompting where you might miss edge cases or fail to account for technical debt, this skill uses a weighted architectural framework. It doesn't just say "you could automate this"; it provides a Projected Roadmap and a Risk Assessment (covering job security, vendor lock-in, and compliance). The output is a professional, executive-ready report in JSON or Markdown that justifies technical spend to stakeholders.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    I use Agent Skills to increase my Work Output by a factor of 35 % ore more.

    Frequently Asked Questions

    Popular in Business & Operations