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What context means in Mibyan

Context is the information Mibyan uses to understand your request. It can include your current message, earlier messages in the conversation, the output you are editing, and any preferences you provide. Good context helps Mibyan create work that is more relevant, specific, and consistent.
For best results, keep related work in the same conversation and restate critical details when starting a new one.

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What to include as context

  • Company or project background.
  • Target audience.
  • Market, country, or region.
  • Product or service description.
  • Required output format.
  • Tone and language preferences.
  • Existing assumptions, numbers, or constraints.
  • Examples of what you like or dislike.
  • Deadline, decision, or use case for the output.

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Reusing previous outputs

You can ask Mibyan to continue from an existing output: 
Use the feasibility study we just created and turn the financial assumptions into a spreadsheet.

Keep the same business idea, but rewrite the executive summary for a government grant application.

Use the content from this document to create a 12-slide pitch deck.

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How agent teamwork works for users

You do not need to manually manage agents. Mibyan reads the request and chooses the relevant specialist style. For complex work, you can explicitly ask for multiple perspectives.

Strategy plus writing

Use when you need a business plan, proposal, or feasibility study that must be both analytical and readable.

Data plus presentation

Use when numbers need to become a clear executive deck.

Marketing plus web page

Use when you need a landing page, campaign page, or polished service explanation.

Operations plus spreadsheet

Use when you need a roadmap, launch plan, checklist, or owner-based tracker.

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When to ask for clarifying questions

If the task is high-value or vague, ask Mibyan to interview you first: 
Before writing the final output, ask me up to 7 questions that would improve the quality of the deck.
This is useful for investor materials, legal-adjacent documents, financial plans, government submissions, public websites, and anything that will be reviewed by leadership.

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Common context mistakes

  • Asking for a large output with no audience.
  • Not saying whether the output is a draft, final document, or presentation.
  • Forgetting to mention the market or region.
  • Mixing several goals in one vague request.
  • Asking for “professional” without saying what professional means for the audience.

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Better context example

Instead of: 
Create a plan for my app.
Use: 
Create a 90-day launch plan for a peer-to-peer parcel delivery app in Oman. The audience is the founding team. Include weekly milestones, marketing tests, operations setup, driver onboarding, risks, owners, and KPI targets. Keep it practical and execution-focused.