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Ai Workflow Automation Generator

Generates a custom AI automation playbook identifying workflows to automate, recommended tools, SOPs, and ROI projections for small businesses.

Audits

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Agentic behavior and permission review.

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Pattern checks against bundled files.

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Multi-engine malware detections and file reputation.

Install

openclaw skills install ai-workflow-automation-generator

Skill #81: AI Workflow & Business Automation Playbook Generator

Category: Operations / AI Tools
Price: $29 one-time
Format: 4 prompt templates + example output
Author: max_0x1

What This Skill Does

Generates a complete AI automation playbook for any business — identifying where AI can replace manual work, which tools to use, how to implement them, and what the ROI looks like. Outputs a structured roadmap any business owner or ops manager can execute without hiring a consultant.

The Problem

Most business owners know AI can save them time and money. They just don't know where to start:

  • Which workflows are actually automatable?
  • Which AI tools are worth paying for?
  • How do you integrate AI without breaking what already works?
  • What's the actual ROI and time-to-value?

Hiring an AI consultant costs $150–$400/hr. Taking online courses takes weeks. This skill generates a custom playbook in minutes.

The 4 Prompts

Prompt 1: Workflow Audit & AI Opportunity Map (FREE TIER)

Input: Business type, team size, main revenue activities, biggest time drains
Output:

  • List of all core workflows with current time cost per week
  • AI automation score (1–10) for each workflow
  • Top 5 highest-ROI automation opportunities ranked
  • Estimated time savings per week if automated
  • Quick wins (under 2 hours to implement) vs. strategic wins (2–4 weeks)

Prompt 2: AI Tool Stack Recommendation

Input: Automation opportunities from Prompt 1, budget range, tech comfort level
Output:

  • Recommended AI tool for each automation opportunity
  • Tool comparison (price, ease of use, integration requirements)
  • Total monthly tool cost estimate
  • Implementation sequence (what to set up first)
  • Tools to avoid (overpriced or overcomplicated for the use case)
  • Free alternatives where available

Prompt 3: SOP with AI Integration Points

Input: Specific workflow to automate, current manual process steps
Output:

  • Step-by-step SOP rewritten with AI touchpoints
  • Exact prompts to use in each AI step
  • Human checkpoints (where human review is required)
  • Error handling: what to do when AI output is off
  • Time-per-step breakdown (before vs. after AI)
  • Training notes for team members

Prompt 4: Implementation Roadmap & ROI Projection

Input: Full automation plan from Prompts 1–3, hourly labor cost
Output:

  • 90-day implementation calendar (Week 1–2: quick wins, Week 3–8: core automations, Week 9–12: advanced)
  • Total setup time estimate per automation
  • Monthly time saved (in hours)
  • Monthly dollar savings (at provided labor rate)
  • Payback period calculation
  • KPIs to track automation effectiveness
  • 30/60/90-day check-in questions

Example: Desert Star Hospitality Group (Las Vegas)

Business: 3-property boutique hotel group, 45 staff, $4.2M annual revenue
Biggest time drains: Guest communications (12 hrs/week), scheduling (8 hrs/week), review responses (4 hrs/week), event inquiries (6 hrs/week)

Prompt 1 Output (excerpt):

  • Guest pre-arrival emails: AI Score 9/10 — 10 hrs/week → 1 hr/week with automation
  • Review responses: AI Score 10/10 — 4 hrs/week → 20 min/week
  • Staff scheduling: AI Score 6/10 — 8 hrs/week → 4 hrs/week
  • Event inquiry responses: AI Score 8/10 — 6 hrs/week → 1 hr/week
  • Total automatable: ~28 hrs/week across team

Prompt 2 Output (excerpt):

  • Guest comms: Claude API + existing PMS integration ($0–29/month)
  • Review responses: Yelp/Google API + Claude ($39/month)
  • Scheduling: Sling AI tier ($70/month, replaces $150/month manual tool)
  • Event inquiries: Claude + Typeform ($29/month)
  • Total tool cost: $138/month

Prompt 3 Output (excerpt — Review Response SOP):

  1. Pull new reviews daily at 9AM via API
  2. AI generates draft response (tone: warm, professional, on-brand)
  3. Prompt used: "You are the guest relations manager at Desert Star Hotels. Write a 3-sentence response to this [star rating] review that thanks the guest by name, acknowledges their specific feedback, and invites them to return. Never be defensive. Review: [review text]"
  4. Human reviews draft — approve or edit (target: 2 min per review)
  5. Post response via API
  6. Log to CRM for pattern tracking

Prompt 4 Output (excerpt):

  • Week 1–2: Review response automation (3 hrs setup, ROI in Week 3)
  • Week 3–4: Guest pre-arrival email sequence (6 hrs setup)
  • Week 5–8: Event inquiry automation (8 hrs setup)
  • Week 9–12: Scheduling optimization (12 hrs setup)
  • Total monthly savings: 110 hrs/month × $28/hr avg labor = $3,080/month saved
  • Total tool cost: $138/month
  • Net monthly benefit: $2,942/month
  • Payback on $29 skill purchase: Day 1

Who This Is For

  • Small business owners (5–50 employees) overwhelmed by manual work
  • Operations managers tasked with "doing more with less"
  • Consultants and agency owners who want to offer AI automation services
  • Solopreneurs who need to multiply their capacity without hiring

DFY Upsell

"I will audit your business workflows and build a custom AI automation playbook" — $197/business
Estimated time: 60–90 minutes using this skill
Effective rate: $130–197/hour