name	mapping-user-intents-to-copy
description	Translate user goals and mental models into appropriate UI copy. Use when designing new features, diagnosing user confusion, or aligning content with user research findings.

Mapping User Intents to Copy

Collect or infer:

Then produce output using TEMPLATES.md. Validate with RUBRIC.md.

Identify user intents at each point in the flow (what they want to accomplish).
Map intent to mental model (how they think about the task).
Extract user vocabulary (words they use, not product jargon).
Translate intent + vocabulary into copy that bridges product capability and user expectation.
Validate alignment: does copy meet user where they are?
Document mismatches between system model and user model.
Run the rubric check. Revise until it passes.

Medium freedom: Intent mapping framework is fixed; copy expression may vary to match voice and context.
Allowed variation: Word choice within user vocabulary range, tone adaptation to screen context.

name	mapping-user-intents-to-copy
description	Translate user goals and mental models into appropriate UI copy. Use when designing new features, diagnosing user confusion, or aligning content with user research findings.

Collect or infer:

Then produce output using TEMPLATES.md. Validate with RUBRIC.md.

Identify user intents at each point in the flow (what they want to accomplish).
Map intent to mental model (how they think about the task).
Extract user vocabulary (words they use, not product jargon).
Translate intent + vocabulary into copy that bridges product capability and user expectation.
Validate alignment: does copy meet user where they are?
Document mismatches between system model and user model.
Run the rubric check. Revise until it passes.

Medium freedom: Intent mapping framework is fixed; copy expression may vary to match voice and context.
Allowed variation: Word choice within user vocabulary range, tone adaptation to screen context.

mapping-user-intents-to-copy