translation-reframing-audience-shift_skill

Overview

This skill adapts content for different audiences by preserving core accuracy while changing tone, depth, emphasis, and format to fit the target. It is designed for cases where the same facts must be presented differently—technical details reframed for executives, academic findings simplified for the public, or long reports compressed into actionable briefs. Use it when correctness matters but presentation must match audience needs.

How this skill works

I analyze the source and target audiences to identify gaps in expertise, goals, context, and medium. Then I classify the translation type (e.g., technical→business, expert→novice, long→summary) and apply a tailored strategy: remove or add details, shift emphasis, adjust tone, and reformat structure. Finally, I validate semantic fidelity, audience fit, and emphasis alignment before delivering the translated content with a short rationale.

When to use it

• Translate engineering decisions into an executive summary emphasizing business impact and risks
• Convert strategic vision into tactical OKRs and milestones for implementation teams
• Simplify expert material (papers, diagnoses) into clear explanations for non-experts or customers
• Change formality or tone (annual report → social media post, formal → conversational)
• Compress long documents into one-page briefs or presentation-ready slides
• Adapt internal content for external audiences (roadmap → public update, bug log → known issues)

Best practices

• Start with audience analysis: expertise, goals, time, medium, and sensitivity
• Preserve semantic fidelity: never alter core facts, cause-effect, or critical caveats
• Apply the appropriate fidelity type: tone, emphasis, and medium should match audience needs
• Use inverted pyramid for summaries and concrete actions for implementers
• Validate with a quick rubric: facts, tone, emphasis, and actionability before delivery

Example use cases

• Turn a postmortem with low-level logs into a customer-facing incident summary that answers impact and remediation
• Reframe a product roadmap for investors highlighting market opportunity, milestones, and KPIs
• Convert a research paper into a blog post with analogies and key takeaways for a general audience
• Transform a board-level strategy into a quarter-by-quarter tactical plan with owners and success metrics
• Adapt internal bug tracker notes into a clear 'known issues' page for customers