audienceVersion 1.0.030 minutes

Reader Survey Feedback Analyzer

Use this when you need audience growth that respects the list you already earned, not generic hacks that create low-quality subscribers.

Why it is worth your emailThe package turns your goal, segment, channel, and baseline into a campaign plan with measurement, stop conditions, and local context built in.

Expected output

A usable audience plan, analysis, or message set with local relevance and measurement built in.

Inputs named before work starts
Assumptions separated from facts
Next human action made explicit

Use it when

You need a practical growth, feedback, subject-line, or distribution workflow for a real newsletter job.
You want the AI agent to turn audience context into a measurable plan, not generic marketing advice.
You need clean distinctions between experiments, recommendations, and claims.

What you need before running it

Audience segment, current channel, goal, baseline, campaign window, and constraints.

Existing newsletter issue, feedback, or distribution asset.

What can be measured now and what still needs instrumentation.

What comes out

A usable audience plan, analysis, or message set with local relevance and measurement built in.
Clear experiment steps, owner actions, and stop conditions.
Risks and unknowns called out before the plan scales.

What’s in the package

SKILL.mdexamples/worked-example.mdreferences/quality-checks.md

The archive also includes a manifest with version, checksum, compatibility, category, and package metadata.

Quality gates

No bought-list tactics or dark-pattern growth advice.
Consent, source quality, and retention quality are explicit.
Forecasts are replaced with pilots when baseline data is missing.

Compatibility checked

Codex, Claude

Compatibility is published only after package structure and ordinary read-path checks.