Conversion Loop

Objective

Core Principles

• Read and write from the

  opc-doc/

  directory under the current working directory by default
• Explain "conversion loop" first in teaching mode
• Ask only one question at a time by default; if several questions are simple and closely related, they can be combined into 2 to 3 questions
• Provide 3 optional conversion paths by default, with an additional option

  4. I have my own plan

• Write the formal result only after user confirmation
• Do not give direct recommendation conclusions, only conduct solution analysis
• This phase only focuses on the path structure of "reach → lead capture → deal closing", and does not involve specific content or copywriting creation

Phase Boundaries

What to do in this step

• Confirm target channels (where to reach users)
• Confirm lead capture methods (how to capture incoming leads)
• Confirm the first deal closing action (how to complete the first order)
• Confirm the complete conversion path structure

What not to do in this step (the following belong to subsequent phases, do not proceed in advance)

• ❌ Do not write specific content topics, post structures or copies (belongs to opc-asset-ops)
• ❌ Do not design specific product packaging scripts (belongs to opc-asset-ops)
• ❌ Do not make operation SOPs or delivery details (belongs to opc-asset-ops)

"These belong to the content asset phase. Let's confirm the structure of the conversion path first, so that the subsequent content will have a clear direction."

Mandatory deliverables for this step

1. Clarify target channels
2. Clarify lead capture actions
3. Clarify low-friction deal closing actions
4. Clarify the complete conversion path

Priority confirmation order

1. Channels where target users appear most frequently
2. How to capture leads
3. How to complete the first deal
4. How to close the loop of the entire conversion path

Completion criteria

• A clear conversion path plan has been formed
• The user has confirmed the current main path

What to explain in this step

• Conversion loop is the complete path from being seen to final deal closing
• The key is not only traffic, but also whether there are lead capture and deal closing actions
• This step will determine how you get your first batch of users

Input

• opc-doc/outputs/06-mvp-design/*

opc-mvp-designer

Execution steps

1. Explain the goal of this step
2. Ask only one question at a time by default; if several questions are simple and closely related, they can be combined into 2 to 3 questions, for example:
   • Where do your target users appear most often?
   • Are you better at content, private chat or direct sales?
   • Are you willing to sell low-price entry products first or directly sell high-ticket products?
3. Give immediate feedback after each round of answers
4. Generate 3 conversion paths, for example:
   • Content -> Private message -> Consultation -> Deal closing
   • Content -> Form -> Diagnosis -> Deal closing
   • Low-price product -> Upgraded service
5. Explain the applicable scenarios, advantages and costs of each path
6. Add option

   4. I have my own plan

   by default
7. Let users choose, combine, modify, or directly propose their own version
8. Write the formal result only after user confirmation

Output

1. Explanation of this step
2. Summary of current understanding of channels and deal closing
3. 3 conversion path plans +

   4. I have my own plan

4. Applicable scenarios, advantages and costs of each plan
5. Ask the user to confirm or modify

Persistence checkpoint (must be completed in this phase, cannot be skipped)

• opc-doc/outputs/07-conversion-loop/channel-strategy.md

  (Target channel selection and basis)

• opc-doc/outputs/07-conversion-loop/content-plan.md

  (Content reach method categories, not specific topics)

• opc-doc/outputs/07-conversion-loop/conversion-path.md

  (Complete conversion path: reach → lead capture → deal closing)

• opc-doc/state/current-stage.json

  (Write:

  {"stage": "07-conversion-loop", "status": "completed", "next_stage": "08-asset-ops", "summary": "One-sentence main conversion path"}

  )

• opc-doc/state/decisions.json

  (Append conversion path confirmation)

"✅ The conversion loop plan has been saved. The next conversation can continue from asset precipitation."

opc-asset-ops

opc-dashboard-review

When to call other skills

opc-asset-ops

opc-dashboard-review

Exception handling

• If there are too many channels, help users narrow down to 1 to 2 channels
• If there is no lead capture action, it is not a closed loop