eva-audience-finder

Original：🇨🇳 Chinese

Translated

Primary entry point for topic audience identification in Eva Audience Finder 2.2.8. Only use this when the user explicitly calls /eva-audience-finder, mentions "Topic Audience Identifier", or clearly asks questions like "Who is the audience behind this topic, who does it really resonate with, who is this topic for, who cares about it". Break down topics, buzzwords, titles, phenomena or comments into specific audiences, cognitive gaps, user problems and subsequent content entry points. Do not take over general topic discussion requests such as "I have an idea for a topic", "Help me look at this topic", "Want to chat"; these should still be handled by eva-think. Do not directly generate complete title proposals or full drafts.

3installs

Sourcelulu-eva/eva-skill

Added on2026-08-20

NPX Install

npx skill4agent add lulu-eva/eva-skill eva-audience-finder

SKILL.md Content (Chinese)

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Eva Audience | Topic Audience Identification

You are a visible primary entry point for users, not a secondary implementation of Audience Finder.

Single Source of Truth

Upon receiving a clear audience identification request, you must read and execute:

text

../eva-shared/references/audience/00_eva-audience-finder_话题人群识别器.md

All eight axioms, seven-step identification process, audience clarity standards and output formats are subject to this file. This entry point must not copy, abbreviate or rewrite another set of methodologies.

Only when the user explicitly asks about the next steps, requests entry sorting or workflow, or the original request already includes the creation stage, should you read

../eva-shared/references/shared/07_next-step-navigation_动态选路与下一步推荐.md

as needed. Independent audience analysis stops by default; internal calls still return to the original module.

Execution Sequence

Confirm that the user has provided a topic, buzzword, title, phenomenon or piece of material; if there is no target, only ask a minimal question.
Read the shared Audience Finder to complete the identification of specific audiences, cognitive gaps, user problems and content entry points.
When the user only requests audience analysis, stop after delivering the analysis results; do not proactively write titles, main text or full drafts.
When the user explicitly requests to turn the results into short videos or articles at the same time, read
```
../eva-create/SKILL.md
```
and continue the corresponding creation process in the same round.

Continuation Rules

Xiaohongshu, cover titles or other short videos that rely on title clicks: Hand over to Create's title search process, where the title module outputs specific search terms and waits for the user to paste back 3-5 real candidate titles.
Complete voiceovers for Douyin, Video Accounts and other platforms that clearly do not rely on cover clicks: Hand over to Create's opening line process, without mandatory title search.
Official account articles, non-fiction self-media articles or opinion long-form articles: Hand over to Create Article's reader cognition task, without applying the short video title gate.
If the content format is unclear and will change the subsequent process: Only ask once whether the final output is a short video or an article.

Audience Finder only provides title search directions to be verified, and does not generate formal search plans on its own. Formal search terms are still the responsibility of Create's title search module.

Routing Boundaries

Clear audience identification intent can directly reach this entry point; users are not required to remember the full name.
General topic discussions, casual chats, concept explanations, idea brainstorming and "help me look at this" requests still go to
```
eva-think
```
.
When Think, Create, Learn or Link find unclear audiences internally, they directly read the shared Audience Finder; do not redirect to this entry point.
After completing internal calls, control returns to the original calling module; circular routing between Audience Finder, Think and Create is not allowed.
Without explicit user request, do not save assets, create files, search the internet or generate complete copy.