curiosity-gap

Design information gaps for headlines, notifications, and onboarding flows using Loewenstein's curiosity theory.

Updated Apr 29, 2026
One-click install
npx skills add https://github.com/dev-khoi/AURA-conHack-2026 --skill curiosity-gap-dev-khoi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: curiosity-gap
Source: https://github.com/dev-khoi/AURA-conHack-2026/tree/main/.opencode/skills/curiosity-gap
Command: npx skills add https://github.com/dev-khoi/AURA-conHack-2026 --skill curiosity-gap-dev-khoi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Writing headlines, notifications, and onboarding prompts that fail to capture attention leads to low click-through rates and disengaged users. This Skill applies the psychology of information gaps to create engagement-driving copy that motivates action without resorting to clickbait. ## Core Features & Use Cases - Gap Design Framework: Calibrate the size and type of curiosity gaps (knowledge, outcome, opinion, resolution) for headlines, subject lines, and CTAs. - Ethical Guardrails: Built-in checklists and an ethics test to ensure promised payoffs match delivered value and avoid dark patterns like false urgency. - Measurement Guidance: Metrics for click-through rate, completion rate, and post-reveal satisfaction to validate gap effectiveness. - Use Case: A product marketer rewriting a feature announcement email uses the headline templates and gap calibration steps to raise open rates while keeping the content honest. ## Quick Start Use the curiosity-gap skill to rewrite my product launch email subject line and notification copy to drive more opens.

Frequently Asked Questions about curiosity-gap

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write headlines that increase click-through rates?▼

Use curiosity gap headline templates such as "How [Group] [Achieve Result]" or "[Person] tried [Action]. Here's what happened." Reveal enough to establish relevance while concealing the how or why, then ensure the content delivers the promised payoff.

What is the curiosity gap in marketing psychology?▼

The curiosity gap is the uncomfortable feeling of missing information described by Loewenstein's Information Gap Theory. It creates a drive state similar to hunger, motivating people to click, read, or explore to resolve the uncertainty.

How do I use curiosity gaps without creating clickbait?▼

Run the ethics test before publishing: confirm the payoff matches the promise, the user would feel satisfied after resolution, and no false urgency or manufactured scarcity is used. Track satisfaction scores and return engagement to detect clickbait drift.

When should I not use curiosity gap techniques?▼

Avoid curiosity gaps for critical information users need immediately, such as error messages, security alerts, or pricing details. Also avoid them when the payoff cannot match the promise, since unmet expectations erode trust and reduce return engagement.

How do I measure whether a curiosity gap is working?▼

Track click-through rate against baseline, time to click, completion rate above 80 percent, and post-reveal satisfaction above 4 out of 5. High CTR with low satisfaction or declining return engagement signals the gap has become clickbait.