AI Synthetic Personas

Generate structured audience personas using AI-assisted synthesis when primary research is unavailable. Personas produced by this skill are informed hypotheses grounded in secondary data and East African market knowledge — not primary research findings. Every deliverable produced using this skill must carry the disclosure specified in the Citation Standard section below.

Apply the east-african-english skill for tone throughout. For clients who can commission primary research, use 03-audience-personas instead and return to this skill only for supplementary rapid-validation work.

Use when

• Generate research-grade audience personas using AI when primary fieldwork is unavailable or too costly. Invoke when a client needs audience personas for strategy development but cannot commission primary research, or when quick validation of messaging concepts is needed.
• Use this skill when it is the closest match to the requested deliverable or workflow.

Do not use when

• Do not use this skill for graphic design, video production, software development, or legal advice beyond the repository's stated scope.
• Do not use it when another skill in this repository is clearly more specific to the requested deliverable.