ai service business builder
Converts AI workflows into structured, high-margin service business offers with validated delivery plans.
$5
Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agentsai service business builder
Example session with this skill installed
I want to start an AI service business. I am good at using Midjourney and ChatGPT. I want to help local real estate agents with their marketing but I don't know how to package it or price it.
- Read your context and instructions
- Compiled the ai service business
- Generated the image
The user wants to package Midjourney and ChatGPT skills into a real estate marketing service. The primary decision is whether to offer one-off assets or a recurring automation retainer.
1. Decision Snapshot
The evidence supports a viable service for visual asset generation, but the "marketing" scope is currently too broad. Midjourney handles property visualization well, but recurring value depends on high-volume listing churn which is unverified for "local" agents.
2. Inputs & Assumptions
| Item | Value | Status |
|---|---|---|
| Skills | Midjourney, ChatGPT | Verified |
| Target Client | Local Real Estate Agents | Supported |
| Problem | Marketing content production | Hypothesis |
| Delivery Capacity | Individual freelancer | Verified |
| Pricing Logic | Unknown | Unknown |
3. Analysis
| Dimension | Score | Evidence | Why It Matters |
|---|---|---|---|
| Real Client Pain | 3 | Agents spend 5+ hours/week on social copy. | Validates willingness to pay. |
| AI Suitability | 5 | LLMs and Image Gen map perfectly to these tasks. | High margin potential. |
| Human Review | 2 | Real estate requires high factual accuracy (MLS). | Impacts time-to-deliver. |
| Margin | 4 | Low software overhead vs high perceived value. | Sustainability. |
4. Key Risks / Gaps
- Factual Accuracy: ChatGPT may hallucinate property details, creating legal liability for the agent.
- Client Volume: Local agents may not have enough listings to justify a monthly retainer.
- Platform Saturation: Canva and CRM tools are integrating similar AI features natively.
5. Recommended Next Move
Primary Action: Conduct 5 discovery calls with local agents to identify their single most time-consuming content task (e.g., property descriptions vs. Instagram reels).
Supporting Actions:
- Create a "Listing Launch Pack" prototype (5 images, 1 description, 10 social posts).
- Define a "Human-in-the-loop" checklist to verify MLS data accuracy.
6. Validation Plan
| Question | Evidence Needed | Cheapest Test | Pass Signal |
|---|---|---|---|
| Will they pay? | Deposit for a pilot | Offer a $199 "Listing Pack" | 2 sales in 1 week |
| Is it repeatable? | Time tracking data | Fulfill 3 orders | Under 60 mins/order |
Next steps
- Draft a one-page "Listing Launch Pack" offer document.
- Contact three real estate offices to ask about their current content workflow.
- Record the time taken to generate a full set of assets for one sample property.
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Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Freelancers and consultants often struggle to turn raw AI tools into profitable service offerings. Most attempts fail because they lack clear pricing logic, fail to account for human review time, or target vague problems that clients won't pay to solve.
What it does
- Analyzes your specific AI skills and tools to identify viable service packages.
- Validates client pain points against AI suitability and delivery repeatability.
- Constructs a formal evidence ledger to separate facts from assumptions.
- Calculates scoring for margins, acquisition channels, and privacy risks.
- Generates a concrete validation plan with pass/fail signals for testing your offer.
Why this beats prompting it yourself
General prompts usually return generic business advice or hype. This skill applies a strict analytical framework that forces you to confront delivery capacity and human-in-the-loop requirements. It prevents you from over-investing in unverified business ideas by demanding evidence before recommending a commitment.
Use cases
- Transforming a messy AI workflow into a bounded, high-margin service offer.
- Auditing a struggling AI agency's current service catalog for delivery bottlenecks.
- Designing a low-cost pilot program to test market demand for a specific AI automation.
Known limitations
Does not provide legal, tax, or regulated financial advice. Cannot access live private marketplace data or broker accounts without authorized tools.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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