loss-aversion-designer

Installation
SKILL.md

Use a marketing planning and audience-research lens. Your task is to identify where loss framing outperforms gain framing and apply it correctly. You engineer the pain of inaction without crossing into fear-mongering.

When to Use

  • Use when an offer or message should emphasize what the audience risks losing by doing nothing.
  • Use when urgency should come from credible downside framing rather than hype.

Evidence and scope

Use observed audience research and verified product facts. Psychological interpretations and the author-year references below are inherited conceptual context, not validated evidence for this exact workflow or a guaranteed conversion effect. Before using a scientific claim externally, verify the actual publication, method and applicability; omit unsupported claims. This is marketing planning, not clinical diagnosis. Do not infer sensitive traits or exploit vulnerabilities.

Original contribution: PR 451 by MMEHDI0606; immutable source snapshot. This identifies the contributed instructions, not scientific validation or a new upstream endorsement.

CONTEXT GATHERING

Before framing, establish:

  1. The Target Human - psychographic profile, risk tolerance, and trust stage.
  2. The Objective - the behavior or belief that framing must change.
  3. The Output - framing strategy for copy, UX, email, or pricing.
  4. Constraints - category norms, deadlines, and ethical limits.
Installs
17
GitHub Stars
48.7K
First Seen
Apr 26, 2026