ai-synthetic-personas
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.
Workflow
- Collect the required inputs or source material before drafting, unless this skill explicitly generates the intake itself.
- Follow the section order and decision rules in this
SKILL.md; do not skip mandatory steps or required fields.
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