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audience barrier reframer

reframe abstract or institution-centered topics into audience-enterable story angles for international communication. use when chatgpt needs to identify audience comprehension barriers, convert theory-heavy themes into concrete issue entry points, and recommend expressions that improve clarity, proximity, and credibility for overseas audiences in editorial planning.
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概述

Audience Barrier Reframer

Reframe abstract, policy-heavy, institution-centered, or internally familiar topics into story angles that an external audience can enter, follow, and understand.

This skill is for editorial planning and framing, not final story drafting.

Core task

Given a topic, target audience, and communication objective, produce a reframing plan that answers:

  • What is likely to confuse, distance, or disengage this audience?
  • Which parts of the original framing are too abstract or internally coded?
  • What concrete entry point would make the topic easier to enter?
  • How should the topic be restated so the audience understands the issue before the conclusion?

Method

1. Identify the original framing problem

Diagnose whether the topic is too abstract, slogan-like, institution-centered, reliant on internal shorthand, or conclusion-first.

2. Infer likely audience questions

List what this audience would ask before they are ready to engage: what does this mean, why should I care, how is this visible in real life, and why is it relevant beyond China?

3. Convert the topic into an enterable issue

Prefer a real-world problem, visible place-based transformation, ordinary-life question, governance dilemma, or practical contradiction.

4. Design the explanation bridge

Use one or more of these bridges:

  • problem to method
  • case to principle
  • person to system
  • local practice to broader logic
  • visible result to earlier decision

5. Replace internal language with legible editorial language

Decide which terms to keep and explain, paraphrase, delay, or avoid entirely in the opening.

6. Output a reframing plan

Use the structure in references/reframing-output-template.md and the diagnostic patterns in references/barrier-patterns.md.

Editorial rules

  • Start from the audience’s cognitive position.
  • Replace declarations with entry paths.
  • Translate without flattening.
  • Reduce internal shorthand early.
  • Prefer evidence-led explanation.

Boundary

This skill is for audience-facing reframing, entry-point redesign, and wording strategy. It is not for full article drafting, opinion writing, or headline optimization only.

版本历史

共 1 个版本

  • v1.0.0 Initial release 当前
    2026-04-02 13:45 安全 安全

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