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What are agents?

Agents are specialists inside Mibyan. Each one is expert in a kind of work: strategy, writing, presentations, marketing, operations, data, or engineering. Atlas coordinates them, so most of the time you just describe the outcome and Mibyan assembles the right team.

One request, one coordinator, the right specialists, one reviewed result

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The agent team

Atlas

The coordinator. Every task starts and ends with Atlas: understand the request, pick the team, estimate the work, and review the result.

Salem

Presentations and pitch decks: storyline, design, and slides.

Sara

Documents and reports: reports, memos, contracts, letters, policies, and executive summaries.

Nasser

Strategy and business: markets, competitors, pricing, growth, business models, and go-to-market.

Layla

Creative and marketing: campaigns, social content, slogans, and brand voice.

Omar

Operations and execution: launch plans, roadmaps, milestones, tasks, and owners.

Mira

Data and analysis: numbers, tables, KPIs, costs, forecasts, and financial analysis.

Kimi

Engineering: code, apps and websites, APIs, databases, debugging, and deployment.

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How Mibyan chooses the team

Specialists are activated only when your request contains signals from their domain. Atlas always takes part; a specialist joins when the request mentions its kind of work, in Arabic or English. Two behaviors are worth knowing:
  • Compositions. An investor presentation automatically brings in Nasser for the market and story, and Sara for polished wording, alongside Salem.
  • Follow-ups stick. If you continue a conversation, such as “add a slide”, Mibyan stays with the specialist that was already working, even without new keywords.
When a request has no specialist signal, Atlas answers directly or asks you a clarifying question.
Specialists run in a fixed order so each one builds on the last: analysis, then strategy, then operations, then writing, then building, then presentation.

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Let Mibyan choose versus naming an agent

Best when you know the outcome but not the route, the work spans several disciplines, or you want clarifying questions first.

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Combining agents

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Quick guide: where to start

  • Output is a document: Sara.
  • Output is a deck: Salem.
  • Output is a business decision: Nasser.
  • Output is a campaign or page copy: Layla.
  • Output is a plan or process: Omar.
  • Output is a table or model: Mira.
  • Output is software: Kimi.
  • The work needs coordination: let Atlas lead.

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Going further

Agent teams

Guide Mibyan with context and reuse earlier outputs.

Work in an organization

Let a governed team of people and digital specialists run goals, projects, and approvals.