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Tri-Lingual Mode

Content Creation Updated 2026.08.30

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About this skill

Problem

When explaining the same technical plan to a CEO, a business VP, and a new engineer, the gap is rarely missing facts. It is usually a mismatch of perspective: builders care about implementation, risk, and dependencies; decision-makers care about cost, timeline, and value; newcomers need a clear mental model first. Tri-Lingual Mode rewrites one source into audience-specific versions instead of simply shortening it.

How It Works

The skill outputs an executor version, a decision-maker version, and a newcomer version by default, and it also supports a single audience or a custom role. Key steps include:
- Perspective translation: preserve key facts, constraints, assumptions, and decision points while changing wording, structure, and emphasis.
- Coverage check: detect missing numbers, risks, dependencies, or approval items and flag or restore them.
- Analogy matching: choose analogies from the target audience's familiar world, avoiding jargon that would confuse the reader.
- Follow-up prediction: list the three questions each audience is most likely to ask after reading.
It also enforces hard constraints: wording changes, but facts do not; the three versions remain informationally symmetric; key numbers stay explicit; and conflicting audience needs are not forcibly blended.
It fits reporting, email drafting, pitch preparation, and onboarding explanations. The boundary is explicit: it does not invent information, does not validate the correctness of the plan, and does not perform cross-language translation. If the source is too short, the role is ambiguous, or the content contradicts itself, it prefers clarification over producing a one-size-fits-all rewrite.

Use Cases

  • Before a stakeholder review, rewrite one microservice migration plan into separate versions for the CEO, the CTO, and a new engineer.
  • When explaining a product feature to a client, remove implementation details and rewrite it around benefits, constraints, and launch timing.
  • For onboarding, turn a system-design document into a plain-language walkthrough that uses everyday analogies, starts with the overall flow, then explains components.
  • Review a cross-functional email, identify what the recipient is likely to misunderstand, and produce a role-specific rewrite with expected follow-up questions.

Best For

  • Product or engineering leads who must present technical plans to CEOs or investors.
  • Product managers preparing business VP reviews that require cost, benefit, and risk framing.
  • Backend engineers explaining system flows and core concepts to new teammates.
  • Presales or solution consultants drafting client-facing notes and cross-functional emails.