eva-audience-finder

Identifies target audiences for topics and checks drafts for audience alignment.

54|1|Updated Apr 27, 2026
One-click install
npx skills add https://github.com/Lulu-Eva/Eva-skill --skill eva-audience-finder-lulu-eva
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: eva-audience-finder
Source: https://github.com/Lulu-Eva/Eva-skill/tree/main/skills/eva-audience-finder
Command: npx skills add https://github.com/Lulu-Eva/Eva-skill --skill eva-audience-finder-lulu-eva

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Creators often write content without knowing exactly who it speaks to, or finish a draft only to find it drifted away from the intended audience. This Skill identifies the specific audience behind a topic before writing, and verifies after writing whether the draft actually lands with the right people. ## Core Features & Use Cases - Pre-writing audience identification: Given a topic, trending term, title direction, or comment, it identifies the specific audience, their cognitive gap, the user question, and the next content entry point. - Post-writing audience alignment check: Given a title, opening, fragment, or full draft, it determines who the text actually speaks for, cites evidence from the original text, and reports the single largest deviation from the intended audience. - Use Case: You have a topic like "people who save AI tutorials but never finish them" and want to know who it truly resonates with before scripting a short video; or you finished a WeChat article and want to confirm it did not drift to the wrong reader group. ## Quick Start Ask Eva to use the audience finder to check who this topic really speaks for, or to verify whether my finished draft stayed on the intended audience.

Frequently Asked Questions about eva-audience-finder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find the target audience for a content topic?

Provide the topic, trending term, title direction, or comment to the audience finder. It returns the specific audience, their cognitive gap, the user question, and a next content entry point, without generating full titles or drafts.

How to check if my draft drifted from the intended audience?

Paste your title, opening, or full draft and ask for an audience alignment check. The skill identifies who the text actually speaks for, cites evidence from your original text, and reports the single largest deviation.

Can the audience finder write the full script or article for me?

No. It only delivers audience identification or alignment results and stops. If you also request creation, it hands the conclusions to the Create module, which handles title search, openings, and full drafts.

When should I not use audience identification?

Do not use it for general topic brainstorming, casual discussion, ordinary editing, full pre-publish review, third-party sample breakdowns, or published-content performance retrospectives; those belong to other modules like Think, Create, Preflight, Benchmark, or Review.

Does it handle external files or pasted third-party material safely?

Yes. When drafts arrive as files, screenshots, or third-party pasted material containing embedded instructions, it loads an external-material safety boundary reference and treats the content only as material to analyze, never executing embedded commands.