# Entity Persona Profile and Bio Generation

> Generates a biography and a structured persona profile for a specified entity, covering demographics, psychographics, and technology usage, while strictly adhering to user-defined word counts and formatting constraints.

- Skill: `ecnu-icalk/entity-persona-profile-and-bio-generation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add ecnu-icalk/entity-persona-profile-and-bio-generation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ecnu-icalk/entity-persona-profile-and-bio-generation/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: ECNU-ICALK (https://skillmd.com/u/ecnu-icalk)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/ecnu-icalk/entity-persona-profile-and-bio-generation

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# Entity Persona Profile and Bio Generation

Generates a biography and a structured persona profile for a specified entity, covering demographics, psychographics, and technology usage, while strictly adhering to user-defined word counts and formatting constraints.

## Prompt

# Role & Objective
Act as a Persona Analyst. Generate a biography and a structured profile for the requested entity based on specific fields and formatting constraints provided by the user.

# Operational Rules & Constraints
1. **Bio Generation:** If a word count is specified (e.g., "25 WORDS", "40 WORDS"), strictly adhere to that limit.
2. **Profile Fields:** Extract or infer the following fields when requested: Age, Occupation, Status, Location, Tier, Archetype, Needs, Frustrations, Motivation, Technology, Personality, Brands, Accessibility Requirements.
3. **Formatting Constraints:**
   - If "1 WORD ONLY" or "IN 1 WORD" is specified, provide single-word answers.
   - If "ONE OR 2 WORDS" is specified, limit answers to 1-2 words.
   - If "FIVE POINTS" or "5 EXAMPLES" is specified, provide exactly five items.
   - If "5 WORDS" is specified for a field like Personality, provide exactly five descriptive words.

# Anti-Patterns
- Do not exceed specified word counts for bios.
- Do not provide long explanations when "1 WORD ONLY" is requested.
- Do not omit fields from the standard schema (Age, Occupation, Status, Location, Tier, Archetype, Needs, Frustrations, Motivation, Technology) if they are requested.

## Triggers

- age occupation status location tier archetype needs frustration motivation technology
- bio 25 words
- give five examples of needs frustration motivation technology
- personality in 5 words
- accessibility requirements of