ai-alignment-reasoning

Trust as a design material: confidence and source signals, transparency about what the model knows and how sure it is — so users neither over- nor under-trust.

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Last updated: June 22, 2026

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npx skills add https://github.com/Owl-Listener/ai-design-skills --skill ai-alignment-reasoning

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design

trust

transparency

ai-ux

method:skills-cli

What it gives. Deliberate trust calibration — confidence and citation signaling that helps users form warranted trust — plus transparency patterns that surface the model's knowledge edges and uncertainty instead of bluffing.

How to fire it.

Design confidence and source signals so users neither overtrust nor undertrust this answer.

Payoff. Users calibrate their reliance instead of guessing.

One of the six skills in

Owl-Listener/ai-design-skills

. Covers: trust calibration, transparency patterns.

ai-alignment-reasoning

AI Skill Market Insights

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